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            "name": "MetaPhlAn",
            "description": "Computational tool for profiling the composition of microbial communities from metagenomic shotgun sequencing data.",
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                                "uri": "http://edamontology.org/data_3494",
                                "term": "DNA sequence"
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                                    "uri": "http://edamontology.org/format_1930",
                                    "term": "FASTQ"
                                },
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                                    "term": "FASTA"
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                                    "term": "SAM"
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                                    "uri": "http://edamontology.org/format_3751",
                                    "term": "DSV"
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                    ],
                    "note": null,
                    "cmd": "metaphlan <fastq_input> --input_type fastq -o <output>"
                },
                {
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                            "term": "Taxonomic classification"
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                                    "term": "DSV"
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                    ],
                    "note": "Convert SGB-based profile to GTDB taxonomy",
                    "cmd": "sgb_to_gtdb_profile.py -i <metaphlan_output> -o <gtdb_metaphlan_output>"
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            ],
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                    "uri": "http://edamontology.org/topic_3174",
                    "term": "Metagenomics"
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                    "uri": "http://edamontology.org/topic_0194",
                    "term": "Phylogenomics"
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                    "url": "https://github.com/biobakery/MetaPhlAn",
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                {
                    "doi": "10.1038/nmeth.2066",
                    "pmid": "22688413",
                    "pmcid": "PMC3443552",
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                    "metadata": {
                        "title": "Metagenomic microbial community profiling using unique clade-specific marker genes",
                        "abstract": "Metagenomic shotgun sequencing data can identify microbes populating a microbial community and their proportions, but existing taxonomic profiling methods are inefficient for increasingly large data sets. We present an approach that uses clade-specific marker genes to unambiguously assign reads to microbial clades more accurately and >50Ã-faster than current approaches. We validated our metagenomic phylogenetic analysis tool, MetaPhlAn, on terabases of short reads and provide the largest metagenomic profiling to date of the human gut. It can be accessed at http://huttenhower.sph.harvard.edu/ metaphlan/. © 2012 Nature America, Inc. All rights reserved.",
                        "date": "2012-08-01T00:00:00Z",
                        "citationCount": 1300,
                        "authors": [
                            {
                                "name": "Segata N."
                            },
                            {
                                "name": "Waldron L."
                            },
                            {
                                "name": "Ballarini A."
                            },
                            {
                                "name": "Narasimhan V."
                            },
                            {
                                "name": "Jousson O."
                            },
                            {
                                "name": "Huttenhower C."
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                        ],
                        "journal": "Nature Methods"
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            "name": "NetPicoRNA",
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                            "term": "Protein cleavage site prediction"
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                    "note": "produces neural network predictions of cleavage sites of picornaviral proteases",
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                    "uri": "http://edamontology.org/topic_3510",
                    "term": "Protein sites, features and motifs"
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                    "term": "Sequence sites, features and motifs"
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                    "url": "http://www.cbs.dtu.dk/services/NetPicoRNA/instructions.php",
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                    "doi": "10.1002/pro.5560051107",
                    "pmid": "8931139",
                    "pmcid": "PMC2143287",
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                    "version": null,
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                    "metadata": {
                        "title": "Cleavage site analysis in picornaviral polyproteins: Discovering cellular targets by neural networks",
                        "abstract": "Picornaviral proteinases are responsible for maturation cleavages of the viral polyprotein, but also catalyze the degradation of cellular targets. Using graphical visualization techniques and neural network algorithms, we have investigated the sequence specificity of the two proteinases 2A(pro) and 3C(pro). The cleavage of VP0 (giving rise to VP2 and VP4), which is carried out by a so-far unknown proteinase, was also examined. In combination with a novel surface exposure prediction algorithm, our neural network approach successfully distinguishes known cleavage sites from noncleavage sites and yields a more consistent definition of features common to these sites. The method is able to predict experimentally determined cleavage sites in cellular proteins. We present a list of mammalian and other proteins that are predicted to be possible targets for the vital proteinases. Whether these proteins are indeed cleaved awaits experimental verification. Additionally, we report several errors detected in the protein databases.",
                        "date": "1996-01-01T00:00:00Z",
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                        "authors": [
                            {
                                "name": "Blom N."
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                            {
                                "name": "Hansen J."
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                            {
                                "name": "Blaas D."
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                            {
                                "name": "Brunak S."
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                        "journal": "Protein Science"
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                    "name": "Nikolaj Sorgenfrei Blom",
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            "name": "prolfquapp",
            "description": "A command-line tool for differential expression analysis in quantitative proteomics",
            "homepage": "https://github.com/prolfqua/prolfquapp",
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                            "uri": "http://edamontology.org/operation_3741",
                            "term": "Differential protein expression profiling"
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                            "data": {
                                "uri": "http://edamontology.org/data_2603",
                                "term": "Expression data"
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                                    "uri": "http://edamontology.org/format_3752",
                                    "term": "CSV"
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                                    "term": "TSV"
                                }
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                        {
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                                "uri": "http://edamontology.org/data_2044",
                                "term": "Sequence"
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                                    "uri": "http://edamontology.org/format_1929",
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                                    "uri": "http://edamontology.org/format_3620",
                                    "term": "xlsx"
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                                    "term": "HTML"
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                    "note": null,
                    "cmd": "./prolfqua_dea.sh -i data_dir/ -d annotation.xlsx -y config.yaml -w NameOfAnalysis -s DIANN\n# and again you run the version within the docker container with\n# ./prolfquapp_docker.sh prolfqua_dea.sh -i data_dir/ -d annotation.xlsx -y config.yaml -w NameOfAnalysis -s DIANN"
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                                "term": "Protein sequence"
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                    "term": "Proteomics"
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                        "title": "prolfquapp ─ A User-Friendly Command-Line Tool Simplifying Differential Expression Analysis in Quantitative Proteomics",
                        "abstract": "Mass spectrometry is a cornerstone of quantitative proteomics, enabling relative protein quantification and differential expression analysis (DEA) of proteins. As experiments grow in complexity, involving more samples, groups, and identified proteins, interactive differential expression analysis tools become impractical. The prolfquapp addresses this challenge by providing a command-line interface that simplifies DEA, making it accessible to nonprogrammers and seamlessly integrating it into workflow management systems. Prolfquapp streamlines data processing and result visualization by generating dynamic HTML reports that facilitate the exploration of differential expression results. These reports allow for investigating complex experiments, such as those involving repeated measurements or multiple explanatory variables. Additionally, prolfquapp supports various output formats, including XLSX files, SummarizedExperiment objects and rank files, for further interactive analysis using spreadsheet software, the exploreDE Shiny application, or gene set enrichment analysis software, respectively. By leveraging advanced statistical models from the prolfqua R package, prolfquapp offers a user-friendly, integrated solution for large-scale quantitative proteomics studies, combining efficient data processing with insightful, publication-ready outputs.",
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                                "name": "Schwarz L."
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                                "name": "Turker C."
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                                "name": "Schlapbach R."
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                                "name": "Panse C."
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                            "uri": "http://edamontology.org/operation_2238",
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                                "term": "Proteolytic digest"
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                                    "term": "YAML"
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                                "term": "Statistical estimate score"
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                    "term": "Proteomics"
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                    "uri": "http://edamontology.org/topic_3520",
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            "elixir_badge": 0,
            "confidence_flag": null
        },
        {
            "name": "SILVA rRNA database",
            "description": "SILVA provides comprehensive, quality checked and regularly updated datasets of aligned small (16S/18S, SSU) and large subunit (23S/28S, LSU) ribosomal RNA (rRNA) sequences for all three domains of life (Bacteria, Archaea and Eukaryota).",
            "homepage": "http://www.arb-silva.de",
            "biotoolsID": "silva",
            "biotoolsCURIE": "biotools:silva",
            "version": [],
            "otherID": [
                {
                    "value": "RRID:SCR_006423",
                    "type": "rrid",
                    "version": null
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            "relation": [
                {
                    "biotoolsID": "silvangs",
                    "type": "usedBy"
                },
                {
                    "biotoolsID": "d3hub",
                    "type": "includedIn"
                }
            ],
            "function": [
                {
                    "operation": [
                        {
                            "uri": "http://edamontology.org/operation_0224",
                            "term": "Query and retrieval"
                        }
                    ],
                    "input": [
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_1097",
                                "term": "Sequence accession (nucleic acid)"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_1964",
                                    "term": "plain text format (unformatted)"
                                }
                            ]
                        },
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_1868",
                                "term": "Taxon"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_1964",
                                    "term": "plain text format (unformatted)"
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                        },
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_1046",
                                "term": "Strain name"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_1964",
                                    "term": "plain text format (unformatted)"
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                            ]
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                        {
                            "data": {
                                "uri": "http://edamontology.org/data_1088",
                                "term": "Article ID"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_1964",
                                    "term": "plain text format (unformatted)"
                                }
                            ]
                        },
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_2909",
                                "term": "Organism name"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_1964",
                                    "term": "plain text format (unformatted)"
                                }
                            ]
                        }
                    ],
                    "output": [
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_2955",
                                "term": "Sequence report"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_2331",
                                    "term": "HTML"
                                }
                            ]
                        },
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_1383",
                                "term": "Sequence alignment (nucleic acid)"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_2333",
                                    "term": "Binary format"
                                },
                                {
                                    "uri": "http://edamontology.org/format_1984",
                                    "term": "FASTA-aln"
                                }
                            ]
                        }
                    ],
                    "note": "The search and retrieval functions of the SILVA website can be used to build custom subsets of sequences. In addition to simple searches e.g. for accession numbers, organism names, taxonomic entities, or publication DOI/PubMed IDs, complex queries over several database fields using constraints such as sequence length or quality values are possible. The results can be sorted according to accession numbers, organism names, sequence length, sequence and alignment quality and Pintail values. The search results show accession number, organism name, sequence length, sequence quality values, taxonomic classifications, and links to view the full sequence record on SILVA and on ENA. Sequences found via search and added to download cart can be downloaded as FASTA and ARB files.",
                    "cmd": null
                },
                {
                    "operation": [
                        {
                            "uri": "http://edamontology.org/operation_0292",
                            "term": "Sequence alignment"
                        }
                    ],
                    "input": [
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_2977",
                                "term": "Nucleic acid sequence"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_1929",
                                    "term": "FASTA"
                                }
                            ]
                        }
                    ],
                    "output": [
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_1383",
                                "term": "Sequence alignment (nucleic acid)"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_2333",
                                    "term": "Binary format"
                                },
                                {
                                    "uri": "http://edamontology.org/format_1984",
                                    "term": "FASTA-aln"
                                }
                            ]
                        }
                    ],
                    "note": "SILVA Incremental Aligner (SINA) is used to align the rRNA gene databases provided by SILVA, as well as user submitted sequences. SINA uses a combination of k-mer searching and partial order alignment (POA) to maintain very high alignment accuracy while satisfying high throughput performance demands. Aligned sequences can be dowloaded as FASTA or ARB files",
                    "cmd": null
                },
                {
                    "operation": [
                        {
                            "uri": "http://edamontology.org/operation_3460",
                            "term": "Taxonomic classification"
                        }
                    ],
                    "input": [
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_2977",
                                "term": "Nucleic acid sequence"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_1929",
                                    "term": "FASTA"
                                }
                            ]
                        }
                    ],
                    "output": [
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_1383",
                                "term": "Sequence alignment (nucleic acid)"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_2333",
                                    "term": "Binary format"
                                },
                                {
                                    "uri": "http://edamontology.org/format_1984",
                                    "term": "FASTA-aln"
                                }
                            ]
                        },
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_1872",
                                "term": "Taxonomic classification"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_2330",
                                    "term": "Textual format"
                                }
                            ]
                        }
                    ],
                    "note": "SINA can also operate as a taxonomic classification tool. It uses the search result to derive a classification with the LCA (lowest common ancestor) method. Each query sequence is assigned the shared part of the classifications of the search results. Aligned sequences can be dowloaded as FASTA or ARB files Taxonomic classification results can be downloaded as csv files.",
                    "cmd": null
                },
                {
                    "operation": [
                        {
                            "uri": "http://edamontology.org/operation_2419",
                            "term": "Primer and probe design"
                        }
                    ],
                    "input": [
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_2977",
                                "term": "Nucleic acid sequence"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_1207",
                                    "term": "nucleotide"
                                }
                            ]
                        }
                    ],
                    "output": [
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_2048",
                                "term": "Report"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_2330",
                                    "term": "Textual format"
                                }
                            ]
                        }
                    ],
                    "note": "The SILVA Probe Match and Evaluation Tool detects and displays all occurrences of a given probe or primer sequence in the SILVA datasets. TestPrime allows you to evaluate the performance of primer pairs by running an in silico PCR on the SILVA databases. From the results of the PCR, TestPrime computes coverages for each taxonomic group in all of the taxonomies offered by SILVA.",
                    "cmd": null
                }
            ],
            "toolType": [
                "Web application",
                "Database portal"
            ],
            "topic": [
                {
                    "uri": "http://edamontology.org/topic_0659",
                    "term": "Functional, regulatory and non-coding RNA"
                },
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                    "uri": "http://edamontology.org/topic_0080",
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                    "term": "Phylogenetics"
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                    "term": "Taxonomy"
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                    "term": "Biodiversity"
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                    "uri": "http://edamontology.org/topic_3301",
                    "term": "Microbiology"
                },
                {
                    "uri": "http://edamontology.org/topic_0632",
                    "term": "Probes and primers"
                }
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            "language": [],
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            "collectionID": [
                "de.NBI",
                "de.NBI-biodata",
                "DSMZ Digital Diversity"
            ],
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            "cost": "Free of charge",
            "accessibility": "Open access",
            "elixirPlatform": [
                "Data"
            ],
            "elixirNode": [
                "Germany"
            ],
            "elixirCommunity": [],
            "link": [
                {
                    "url": "https://www.arb-silva.de/browser/",
                    "type": [
                        "Service"
                    ],
                    "note": "SILVA Taxonomy Browser"
                },
                {
                    "url": "https://www.arb-silva.de/search/",
                    "type": [
                        "Service"
                    ],
                    "note": "SILVA metadata search"
                },
                {
                    "url": "https://www.arb-silva.de/aligner/",
                    "type": [
                        "Service"
                    ],
                    "note": "ACT: Alignment, Classification and Tree Service"
                },
                {
                    "url": "https://www.arb-silva.de/search/testprobe/",
                    "type": [
                        "Service"
                    ],
                    "note": "SILVA Probe Match and Evaluation Tool"
                },
                {
                    "url": "https://www.arb-silva.de/search/testprime/",
                    "type": [
                        "Service"
                    ],
                    "note": "SILVA Primer Evaluation Tool"
                },
                {
                    "url": "https://treeviewer.arb-silva.de/",
                    "type": [
                        "Service"
                    ],
                    "note": "Web-based viewer for the SILVA guide trees"
                }
            ],
            "download": [
                {
                    "url": "https://www.arb-silva.de/download/archive/",
                    "type": "Downloads page",
                    "note": "SILVA dataset archive",
                    "version": null
                }
            ],
            "documentation": [
                {
                    "url": "https://www.arb-silva.de/silva-license-information/",
                    "type": [
                        "Terms of use"
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                    "type": [
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                    "type": [
                        "General"
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            "publication": [
                {
                    "doi": "10.1093/nar/gks1219",
                    "pmid": "23193283",
                    "pmcid": "PMC3531112",
                    "type": [
                        "Primary"
                    ],
                    "version": null,
                    "note": null,
                    "metadata": {
                        "title": "The SILVA ribosomal RNA gene database project: Improved data processing and web-based tools",
                        "abstract": "SILVA (from Latin silva, forest, http://www.arb-silva.de) is a comprehensive web resource for up to date, quality-controlled databases of aligned ribosomal RNA (rRNA) gene sequences from the Bacteria, Archaea and Eukaryota domains and supplementary online services. The referred database release 111 (July 2012) contains 3194 778 small subunit and 288717 large subunit rRNA gene sequences. Since the initial description of the project, substantial new features have been introduced, including advanced quality control procedures, an improved rRNA gene aligner, online tools for probe and primer evaluation and optimized browsing, searching and downloading on the website. Furthermore, the extensively curated SILVA taxonomy and the new non-redundant SILVA datasets provide an ideal reference for high-throughput classification of data from next-generation sequencing approaches. © The Author(s) 2012.",
                        "date": "2013-01-01T00:00:00Z",
                        "citationCount": 20831,
                        "authors": [
                            {
                                "name": "Quast C."
                            },
                            {
                                "name": "Pruesse E."
                            },
                            {
                                "name": "Yilmaz P."
                            },
                            {
                                "name": "Gerken J."
                            },
                            {
                                "name": "Schweer T."
                            },
                            {
                                "name": "Yarza P."
                            },
                            {
                                "name": "Peplies J."
                            },
                            {
                                "name": "Glockner F.O."
                            }
                        ],
                        "journal": "Nucleic Acids Research"
                    }
                },
                {
                    "doi": "10.1093/nar/gkt1209",
                    "pmid": "24293649",
                    "pmcid": "PMC3965112",
                    "type": [
                        "Other"
                    ],
                    "version": null,
                    "note": null,
                    "metadata": {
                        "title": "The SILVA and \"all-species Living Tree Project (LTP)\" taxonomic frameworks",
                        "abstract": "SILVA (from Latin silva, forest, http://www.arb-silva.de) is a comprehensive resource for up-to-date quality-controlled databases of aligned ribosomal RNA (rRNA) gene sequences from the Bacteria, Archaea and Eukaryota domains and supplementary online services. SILVA provides a manually curated taxonomy for all three domains of life, based on representative phylogenetic trees for the small- and large-subunit rRNA genes. This article describes the improvements the SILVA taxonomy has undergone in the last 3 years. Specifically we are focusing on the curation process, the various resources used for curation and the comparison of the SILVA taxonomy with Greengenes and RDP-II taxonomies. Our comparisons not only revealed a reasonable overlap between the taxa names, but also points to significant differences in both names and numbers of taxa between the three resources. © 2013 The Author(s). Published by Oxford University Press.",
                        "date": "2014-01-01T00:00:00Z",
                        "citationCount": 2372,
                        "authors": [
                            {
                                "name": "Yilmaz P."
                            },
                            {
                                "name": "Parfrey L.W."
                            },
                            {
                                "name": "Yarza P."
                            },
                            {
                                "name": "Gerken J."
                            },
                            {
                                "name": "Pruesse E."
                            },
                            {
                                "name": "Quast C."
                            },
                            {
                                "name": "Schweer T."
                            },
                            {
                                "name": "Peplies J."
                            },
                            {
                                "name": "Ludwig W."
                            },
                            {
                                "name": "Glockner F.O."
                            }
                        ],
                        "journal": "Nucleic Acids Research"
                    }
                },
                {
                    "doi": "10.1093/nar/gkm864",
                    "pmid": "17947321",
                    "pmcid": "PMC2175337",
                    "type": [
                        "Other"
                    ],
                    "version": null,
                    "note": null,
                    "metadata": {
                        "title": "SILVA: A comprehensive online resource for quality checked and aligned ribosomal RNA sequence data compatible with ARB",
                        "abstract": "Sequencing ribosomal RNA (rRNA) genes is currently the method of choice for phylogenetic reconstruction, nucleic acid based detection and quantification of microbial diversity. The ARB software suite with its corresponding rRNA datasets has been accepted by researchers worldwide as a standard tool for large scale rRNA analysis. However, the rapid increase of publicly available rRNA sequence data has recently hampered the maintenance of comprehensive and curated rRNA knowledge databases. A new system, SILVA (from Latin silva, forest), was implemented to provide a central comprehensive web resource for up to date, quality controlled databases of aligned rRNA sequences from the Bacteria, Archaea and Eukarya domains. All sequences are checked for anomalies, carry a rich set of sequence associated contextual information, have multiple taxonomic classifications, and the latest validly described nomenclature. Furthermore, two precompiled sequence datasets compatible with ARB are offered for download on the SILVA website: (i) the reference (Ref) datasets, comprising only high quality, nearly full length sequences suitable for in-depth phylogenetic analysis and probe design and (ii) the comprehensive Parc datasets with all publicly available rRNA sequences longer than 300 nucleotides suitable for biodiversity analyses. The latest publicly available database release 91 (August 2007) hosts 547 521 sequences split into 461 823 small subunit and 85 689 large subunit rRNAs. © 2007 The Author(s).",
                        "date": "2007-12-01T00:00:00Z",
                        "citationCount": 5145,
                        "authors": [
                            {
                                "name": "Pruesse E."
                            },
                            {
                                "name": "Quast C."
                            },
                            {
                                "name": "Knittel K."
                            },
                            {
                                "name": "Fuchs B.M."
                            },
                            {
                                "name": "Ludwig W."
                            },
                            {
                                "name": "Peplies J."
                            },
                            {
                                "name": "Glockner F.O."
                            }
                        ],
                        "journal": "Nucleic Acids Research"
                    }
                },
                {
                    "doi": "10.1093/bioinformatics/bts252",
                    "pmid": "22556368",
                    "pmcid": "PMC3389763",
                    "type": [
                        "Other"
                    ],
                    "version": null,
                    "note": null,
                    "metadata": {
                        "title": "SINA: Accurate high-throughput multiple sequence alignment of ribosomal RNA genes",
                        "abstract": "Motivation: In the analysis of homologous sequences, computation of multiple sequence alignments (MSAs) has become a bottleneck. This is especially troublesome for marker genes like the ribosomal RNA (rRNA) where already millions of sequences are publicly available and individual studies can easily produce hundreds of thousands of new sequences. Methods have been developed to cope with such numbers, but further improvements are needed to meet accuracy requirements.Results: In this study, we present the SILVA Incremental Aligner (SINA) used to align the rRNA gene databases provided by the SILVA ribosomal RNA project. SINA uses a combination of k-mer searching and partial order alignment (POA) to maintain very high alignment accuracy while satisfying high throughput performance demands. SINA was evaluated in comparison with the commonly used high throughput MSA programs PyNAST and mothur. The three BRAliBase III benchmark MSAs could be reproduced with 99.3, 97.6 and 96.1 accuracy. A larger benchmark MSA comprising 38 772 sequences could be reproduced with 98.9 and 99.3% accuracy using reference MSAs comprising 1000 and 5000 sequences. SINA was able to achieve higher accuracy than PyNAST and mothur in all performed benchmarks. © The Author(s) 2012. Published by Oxford University Press.",
                        "date": "2012-07-01T00:00:00Z",
                        "citationCount": 2352,
                        "authors": [
                            {
                                "name": "Pruesse E."
                            },
                            {
                                "name": "Peplies J."
                            },
                            {
                                "name": "Glockner F.O."
                            }
                        ],
                        "journal": "Bioinformatics"
                    }
                },
                {
                    "doi": "10.1016/j.jbiotec.2017.06.1198",
                    "pmid": "28648396",
                    "pmcid": null,
                    "type": [
                        "Review"
                    ],
                    "version": null,
                    "note": null,
                    "metadata": {
                        "title": "25 years of serving the community with ribosomal RNA gene reference databases and tools",
                        "abstract": "SILVA (lat. forest) is a comprehensive web resource, providing services around up to date, high-quality datasets of aligned ribosomal RNA gene (rDNA) sequences from the Bacteria, Archaea, and Eukaryota domains. SILVA dates back to the year 1991 when Dr. Wolfgang Ludwig from the Technical University Munich started the integrated software workbench ARB (lat. tree) to support high-quality phylogenetic inference and taxonomy based on the SSU and LSU rDNA marker genes. At that time, the ARB project maintained both, the sequence reference datasets and the software package for data analysis. In 2005, with the massive increase of DNA sequence data, the maintenance of the software system ARB and the corresponding rRNA databases SILVA was split between Munich and the Microbial Genomics and Bioinformatics Research Group in Bremen. ARB has been continuously developed to include new features and improve the usability of the workbench. Thousands of users worldwide appreciate the seamless integration of common analysis tools under a central graphical user interface, in combination with its versatility. The first SILVA release was deployed in February 2007 based on the EMBL-EBI/ENA release 89. Since then, full SILVA releases offering the database content in various flavours are published at least annually, complemented by intermediate web-releases where only the SILVA web dataset is updated. SILVA is the only rDNA database project worldwide where special emphasis is given to the consistent naming of clades of uncultivated (environmental) sequences, where no validly described cultivated representatives are available. Also exclusive for SILVA is the maintenance of both comprehensive aligned 16S/18S rDNA and 23S/28S rDNA sequence datasets. Furthermore, the SILVA alignments and trees were designed to include Eukaryota, another unique feature among rDNA databases. With the termination of the European Ribosomal RNA Database Project in 2007, the SILVA database has become the authoritative rDNA database project for Europe. The application spectrum of ARB and SILVA ranges from biodiversity analysis, medical diagnostics, to biotechnology and quality control for academia and industry.",
                        "date": "2017-11-10T00:00:00Z",
                        "citationCount": 578,
                        "authors": [
                            {
                                "name": "Glockner F.O."
                            },
                            {
                                "name": "Yilmaz P."
                            },
                            {
                                "name": "Quast C."
                            },
                            {
                                "name": "Gerken J."
                            },
                            {
                                "name": "Beccati A."
                            },
                            {
                                "name": "Ciuprina A."
                            },
                            {
                                "name": "Bruns G."
                            },
                            {
                                "name": "Yarza P."
                            },
                            {
                                "name": "Peplies J."
                            },
                            {
                                "name": "Westram R."
                            },
                            {
                                "name": "Ludwig W."
                            }
                        ],
                        "journal": "Journal of Biotechnology"
                    }
                },
                {
                    "doi": "10.1186/s12859-017-1841-3",
                    "pmid": null,
                    "pmcid": null,
                    "type": [
                        "Other"
                    ],
                    "version": null,
                    "note": null,
                    "metadata": {
                        "title": "SILVA tree viewer: Interactive web browsing of the SILVA phylogenetic guide trees",
                        "abstract": "Background: Phylogenetic trees are an important tool to study the evolutionary relationships among organisms. The huge amount of available taxa poses difficulties in their interactive visualization. This hampers the interaction with the users to provide feedback for the further improvement of the taxonomic framework. Results: The SILVA Tree Viewer is a web application designed for visualizing large phylogenetic trees without requiring the download of any software tool or data files. The SILVA Tree Viewer is based on Web Geographic Information Systems (Web-GIS) technology with a PostgreSQL backend. It enables zoom and pan functionalities similar to Google Maps. The SILVA Tree Viewer enables access to two phylogenetic (guide) trees provided by the SILVA database: the SSU Ref NR99 inferred from high-quality, full-length small subunit sequences, clustered at 99% sequence identity and the LSU Ref inferred from high-quality, full-length large subunit sequences. Conclusions: The Tree Viewer provides tree navigation, search and browse tools as well as an interactive feedback system to collect any kinds of requests ranging from taxonomy to data curation and improving the tool itself.",
                        "date": "2017-09-30T00:00:00Z",
                        "citationCount": 28,
                        "authors": [
                            {
                                "name": "Beccati A."
                            },
                            {
                                "name": "Gerken J."
                            },
                            {
                                "name": "Quast C."
                            },
                            {
                                "name": "Yilmaz P."
                            },
                            {
                                "name": "Glockner F.O."
                            }
                        ],
                        "journal": "BMC Bioinformatics"
                    }
                }
            ],
            "credit": [
                {
                    "name": "Leibniz Institute DSMZ-German Collection of Microorganisms and Cell Cultures",
                    "email": "hub@dsmz.de",
                    "url": "https://www.dsmz.de",
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                    "gridid": "grid.420081.f",
                    "rorid": "02tyer376",
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                        "Provider"
                    ],
                    "note": null
                },
                {
                    "name": null,
                    "email": "contact@arb-silva.de",
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                    "typeEntity": "Project",
                    "typeRole": [
                        "Primary contact"
                    ],
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                }
            ],
            "owner": "silva",
            "additionDate": "2016-09-30T15:59:05Z",
            "lastUpdate": "2025-01-22T09:59:03.064970Z",
            "editPermission": {
                "type": "private",
                "authors": []
            },
            "validated": 1,
            "homepage_status": 0,
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            "confidence_flag": "tool"
        },
        {
            "name": "SILVAngs",
            "description": "SILVAngs is a data analysis service for ribosomal RNA gene (rDNA) amplicon reads from high-throughput sequencing (next-generation sequencing (NGS)) approaches based on an automatic software pipeline. It uses the SILVA rDNA databases, taxonomies, and alignments as a reference. It facilitates the classification of rDNA reads and provides a wealth of results (tables, graphs and sequence files) for download.",
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                            "term": "Statistical calculation"
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                            "term": "Nucleic acid sequence analysis"
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                            "term": "Taxonomic classification"
                        },
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                            "uri": "http://edamontology.org/operation_2428",
                            "term": "Validation"
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                            "term": "Sequence clustering"
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                    ],
                    "note": "The pipeline accepts input data in Multi-Fasta format with each input file representing one sample. Samples that belong to one project (a transect, timeseries etc.) should be uploaded as a single SILVAngs project.",
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                }
            ],
            "toolType": [
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            ],
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                {
                    "uri": "http://edamontology.org/topic_3174",
                    "term": "Metagenomics"
                },
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                    "term": "Biodiversity"
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                {
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                    "type": [
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                    ],
                    "note": null
                }
            ],
            "publication": [
                {
                    "doi": "10.1093/nar/gks1219",
                    "pmid": "23193283",
                    "pmcid": "PMC3531112",
                    "type": [
                        "Primary"
                    ],
                    "version": null,
                    "note": null,
                    "metadata": {
                        "title": "The SILVA ribosomal RNA gene database project: Improved data processing and web-based tools",
                        "abstract": "SILVA (from Latin silva, forest, http://www.arb-silva.de) is a comprehensive web resource for up to date, quality-controlled databases of aligned ribosomal RNA (rRNA) gene sequences from the Bacteria, Archaea and Eukaryota domains and supplementary online services. The referred database release 111 (July 2012) contains 3194 778 small subunit and 288717 large subunit rRNA gene sequences. Since the initial description of the project, substantial new features have been introduced, including advanced quality control procedures, an improved rRNA gene aligner, online tools for probe and primer evaluation and optimized browsing, searching and downloading on the website. Furthermore, the extensively curated SILVA taxonomy and the new non-redundant SILVA datasets provide an ideal reference for high-throughput classification of data from next-generation sequencing approaches. © The Author(s) 2012.",
                        "date": "2013-01-01T00:00:00Z",
                        "citationCount": 20831,
                        "authors": [
                            {
                                "name": "Quast C."
                            },
                            {
                                "name": "Pruesse E."
                            },
                            {
                                "name": "Yilmaz P."
                            },
                            {
                                "name": "Gerken J."
                            },
                            {
                                "name": "Schweer T."
                            },
                            {
                                "name": "Yarza P."
                            },
                            {
                                "name": "Peplies J."
                            },
                            {
                                "name": "Glockner F.O."
                            }
                        ],
                        "journal": "Nucleic Acids Research"
                    }
                },
                {
                    "doi": "10.1093/nar/gkt1209",
                    "pmid": "24293649",
                    "pmcid": "PMC3965112",
                    "type": [
                        "Other"
                    ],
                    "version": null,
                    "note": null,
                    "metadata": {
                        "title": "The SILVA and \"all-species Living Tree Project (LTP)\" taxonomic frameworks",
                        "abstract": "SILVA (from Latin silva, forest, http://www.arb-silva.de) is a comprehensive resource for up-to-date quality-controlled databases of aligned ribosomal RNA (rRNA) gene sequences from the Bacteria, Archaea and Eukaryota domains and supplementary online services. SILVA provides a manually curated taxonomy for all three domains of life, based on representative phylogenetic trees for the small- and large-subunit rRNA genes. This article describes the improvements the SILVA taxonomy has undergone in the last 3 years. Specifically we are focusing on the curation process, the various resources used for curation and the comparison of the SILVA taxonomy with Greengenes and RDP-II taxonomies. Our comparisons not only revealed a reasonable overlap between the taxa names, but also points to significant differences in both names and numbers of taxa between the three resources. © 2013 The Author(s). Published by Oxford University Press.",
                        "date": "2014-01-01T00:00:00Z",
                        "citationCount": 2372,
                        "authors": [
                            {
                                "name": "Yilmaz P."
                            },
                            {
                                "name": "Parfrey L.W."
                            },
                            {
                                "name": "Yarza P."
                            },
                            {
                                "name": "Gerken J."
                            },
                            {
                                "name": "Pruesse E."
                            },
                            {
                                "name": "Quast C."
                            },
                            {
                                "name": "Schweer T."
                            },
                            {
                                "name": "Peplies J."
                            },
                            {
                                "name": "Ludwig W."
                            },
                            {
                                "name": "Glockner F.O."
                            }
                        ],
                        "journal": "Nucleic Acids Research"
                    }
                },
                {
                    "doi": "10.1093/bioinformatics/bts252",
                    "pmid": "22556368",
                    "pmcid": "PMC3389763",
                    "type": [
                        "Other"
                    ],
                    "version": null,
                    "note": null,
                    "metadata": {
                        "title": "SINA: Accurate high-throughput multiple sequence alignment of ribosomal RNA genes",
                        "abstract": "Motivation: In the analysis of homologous sequences, computation of multiple sequence alignments (MSAs) has become a bottleneck. This is especially troublesome for marker genes like the ribosomal RNA (rRNA) where already millions of sequences are publicly available and individual studies can easily produce hundreds of thousands of new sequences. Methods have been developed to cope with such numbers, but further improvements are needed to meet accuracy requirements.Results: In this study, we present the SILVA Incremental Aligner (SINA) used to align the rRNA gene databases provided by the SILVA ribosomal RNA project. SINA uses a combination of k-mer searching and partial order alignment (POA) to maintain very high alignment accuracy while satisfying high throughput performance demands. SINA was evaluated in comparison with the commonly used high throughput MSA programs PyNAST and mothur. The three BRAliBase III benchmark MSAs could be reproduced with 99.3, 97.6 and 96.1 accuracy. A larger benchmark MSA comprising 38 772 sequences could be reproduced with 98.9 and 99.3% accuracy using reference MSAs comprising 1000 and 5000 sequences. SINA was able to achieve higher accuracy than PyNAST and mothur in all performed benchmarks. © The Author(s) 2012. Published by Oxford University Press.",
                        "date": "2012-07-01T00:00:00Z",
                        "citationCount": 2352,
                        "authors": [
                            {
                                "name": "Pruesse E."
                            },
                            {
                                "name": "Peplies J."
                            },
                            {
                                "name": "Glockner F.O."
                            }
                        ],
                        "journal": "Bioinformatics"
                    }
                },
                {
                    "doi": "10.1093/nar/gks808",
                    "pmid": "22933715",
                    "pmcid": "PMC3592464",
                    "type": [
                        "Other"
                    ],
                    "version": null,
                    "note": null,
                    "metadata": {
                        "title": "Evaluation of general 16S ribosomal RNA gene PCR primers for classical and next-generation sequencing-based diversity studies",
                        "abstract": "16S ribosomal RNA gene (rDNA) amplicon analysis remains the standard approach for the cultivation-independent investigation of microbial diversity. The accuracy of these analyses depends strongly on the choice of primers. The overall coverage and phylum spectrum of 175 primers and 512 primer pairs were evaluated in silico with respect to the SILVA 16S/18S rDNA non-redundant reference dataset (SSURef 108 NR). Based on this evaluation a selection of 'best available' primer pairs for Bacteria and Archaea for three amplicon size classes (100-400, 400-1000, ≥1000 bp) is provided. The most promising bacterial primer pair (S-D-Bact-0341-b-S-17/S-D-Bact-0785-a-A-21), with an amplicon size of 464 bp, was experimentally evaluated by comparing the taxonomic distribution of the 16S rDNA amplicons with 16S rDNA fragments from directly sequenced metagenomes. The results of this study may be used as a guideline for selecting primer pairs with the best overall coverage and phylum spectrum for specific applications, therefore reducing the bias in PCR-based microbial diversity studies. © 2012 The Author(s). Published by Oxford University Press.",
                        "date": "2013-01-01T00:00:00Z",
                        "citationCount": 5992,
                        "authors": [
                            {
                                "name": "Klindworth A."
                            },
                            {
                                "name": "Pruesse E."
                            },
                            {
                                "name": "Schweer T."
                            },
                            {
                                "name": "Peplies J."
                            },
                            {
                                "name": "Quast C."
                            },
                            {
                                "name": "Horn M."
                            },
                            {
                                "name": "Glockner F.O."
                            }
                        ],
                        "journal": "Nucleic Acids Research"
                    }
                }
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                        "title": "Bakta: Rapid and standardized annotation of bacterial genomes via alignment-free sequence identification",
                        "abstract": "Command-line annotation software tools have continuously gained popularity compared to centralized online services due to the worldwide increase of sequenced bacterial genomes. However, results of existing command-line software pipelines heavily depend on taxon-specific databases or sufficiently well annotated reference genomes. Here, we introduce Bakta, a new command-line software tool for the robust, taxon-independent, thorough and, nonetheless, fast annotation of bacterial genomes. Bakta conducts a comprehensive annotation workflow including the detection of small proteins taking into account replicon metadata. The annotation of coding sequences is accelerated via an alignment-free sequence identification approach that in addition facilitates the precise assignment of public database cross-references. Annotation results are exported in GFF3 and International Nucleotide Sequence Database Collaboration (INSDC)-compliant flat files, as well as comprehensive JSON files, facilitating automated downstream analysis. We compared Bakta to other rapid contemporary command-line annotation software tools in both targeted and taxonomically broad benchmarks including isolates and metagenomic-assembled genomes. We demonstrated that Bakta outperforms other tools in terms of functional annotations, the assignment of functional categories and database cross-references, whilst providing comparable wall-clock runtimes. Bakta is implemented in Python 3 and runs on MacOS and Linux systems. It is freely available under a GPLv3 license at https://​github.​com/​oschwengers/​bakta. An accompanying web version is available at https://​bakta.​computational.​bio.",
                        "date": "2021-01-01T00:00:00Z",
                        "citationCount": 323,
                        "authors": [
                            {
                                "name": "Schwengers O."
                            },
                            {
                                "name": "Jelonek L."
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                            {
                                "name": "Dieckmann M.A."
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                            {
                                "name": "Beyvers S."
                            },
                            {
                                "name": "Blom J."
                            },
                            {
                                "name": "Goesmann A."
                            }
                        ],
                        "journal": "Microbial Genomics"
                    }
                }
            ],
            "credit": [
                {
                    "name": "Oliver Schwengers",
                    "email": "oliver.schwengers@cb.jlug.de",
                    "url": "https://github.com/oschwengers",
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                        "Maintainer"
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                    "name": "Justus Liebig University Giessen",
                    "email": null,
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                    "fundrefid": null,
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                        "Provider"
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            "confidence_flag": "tool"
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        {
            "name": "TREND Protein Evolution Function",
            "description": "TREND is a platform that allows researchers to explore protein function and evolution identifying protein features, gene neighborhoods and operons, clustering neighboring genes, and integrating all these data into phylogenomic context and cross-referencing with RefSeq, Pfam, CDD and MiST databases. The platform provides ample opportunities for adjusting each step of the analysis.",
            "homepage": "http://trend.evobionet.com/",
            "biotoolsID": "trend_protein_evolution_function",
            "biotoolsCURIE": "biotools:trend_protein_evolution_function",
            "version": [],
            "otherID": [],
            "relation": [],
            "function": [
                {
                    "operation": [
                        {
                            "uri": "http://edamontology.org/operation_0492",
                            "term": "Multiple sequence alignment"
                        },
                        {
                            "uri": "http://edamontology.org/operation_0323",
                            "term": "Phylogenetic inference"
                        },
                        {
                            "uri": "http://edamontology.org/operation_0291",
                            "term": "Sequence clustering"
                        },
                        {
                            "uri": "http://edamontology.org/operation_2995",
                            "term": "Sequence classification"
                        },
                        {
                            "uri": "http://edamontology.org/operation_0246",
                            "term": "Protein domain recognition"
                        },
                        {
                            "uri": "http://edamontology.org/operation_3092",
                            "term": "Protein feature detection"
                        }
                    ],
                    "input": [
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_1384",
                                "term": "Protein sequence alignment"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_1929",
                                    "term": "FASTA"
                                }
                            ]
                        },
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_1233",
                                "term": "Sequence set (protein)"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_1929",
                                    "term": "FASTA"
                                }
                            ]
                        },
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_0872",
                                "term": "Phylogenetic tree"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_1910",
                                    "term": "newick"
                                }
                            ]
                        },
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_1900",
                                "term": "NCBI locus tag"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_2330",
                                    "term": "Textual format"
                                }
                            ]
                        },
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_2385",
                                "term": "RefSeq accession (protein)"
                            },
                            "format": []
                        }
                    ],
                    "output": [
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_1384",
                                "term": "Protein sequence alignment"
                            },
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                            "data": {
                                "uri": "http://edamontology.org/data_1277",
                                "term": "Protein features"
                            },
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                                    "uri": "http://edamontology.org/format_3464",
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                            ]
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                                "uri": "http://edamontology.org/data_2968",
                                "term": "Image"
                            },
                            "format": [
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                                    "uri": "http://edamontology.org/format_3604",
                                    "term": "SVG"
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                                "uri": "http://edamontology.org/data_1245",
                                "term": "Sequence cluster (protein)"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_3464",
                                    "term": "JSON"
                                }
                            ]
                        }
                    ],
                    "note": null,
                    "cmd": null
                }
            ],
            "toolType": [
                "Web service"
            ],
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                {
                    "uri": "http://edamontology.org/topic_3299",
                    "term": "Evolutionary biology"
                },
                {
                    "uri": "http://edamontology.org/topic_0084",
                    "term": "Phylogeny"
                },
                {
                    "uri": "http://edamontology.org/topic_3301",
                    "term": "Microbiology"
                },
                {
                    "uri": "http://edamontology.org/topic_3510",
                    "term": "Protein sites, features and motifs"
                },
                {
                    "uri": "http://edamontology.org/topic_0085",
                    "term": "Functional genomics"
                },
                {
                    "uri": "http://edamontology.org/topic_0194",
                    "term": "Phylogenomics"
                },
                {
                    "uri": "http://edamontology.org/topic_0091",
                    "term": "Bioinformatics"
                }
            ],
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            "language": [],
            "license": null,
            "collectionID": [],
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            "cost": null,
            "accessibility": null,
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            "link": [],
            "download": [],
            "documentation": [
                {
                    "url": "http://trend.evobionet.com/help",
                    "type": [
                        "User manual"
                    ],
                    "note": null
                }
            ],
            "publication": [
                {
                    "doi": "10.1093/nar/gkaa243",
                    "pmid": "32282909",
                    "pmcid": "PMC7319448",
                    "type": [
                        "Primary"
                    ],
                    "version": null,
                    "note": null,
                    "metadata": {
                        "title": "TREND: a platform for exploring protein function in prokaryotes based on phylogenetic, domain architecture and gene neighborhood analyses",
                        "abstract": "Key steps in a computational study of protein function involve analysis of (i) relationships between homologous proteins, (ii) protein domain architecture and (iii) gene neighborhoods the corresponding proteins are encoded in. Each of these steps requires a separate computational task and sets of tools. Currently in order to relate protein features and gene neighborhoods information to phylogeny, researchers need to prepare all the necessary data and combine them by hand, which is time-consuming and error-prone. Here, we present a new platform, TREND (tree-based exploration of neighborhoods and domains), which can perform all the necessary steps in automated fashion and put the derived information into phylogenomic context, thus making evolutionary based protein function analysis more efficient. A rich set of adjustable components allows a user to run the computational steps specific to his task. TREND is freely available at http://trend.zhulinlab.org.",
                        "date": "2021-01-01T00:00:00Z",
                        "citationCount": 33,
                        "authors": [
                            {
                                "name": "Gumerov V.M."
                            },
                            {
                                "name": "Zhulin I.B."
                            }
                        ],
                        "journal": "Nucleic Acids Research"
                    }
                },
                {
                    "doi": "10.1093/nar/gkac034",
                    "pmid": "35100406",
                    "pmcid": "PMC8860576",
                    "type": [
                        "Other"
                    ],
                    "version": null,
                    "note": "Can be also accessed at this URL: https://academic.oup.com/nar/advance-article/doi/10.1093/nar/gkac034/6517937",
                    "metadata": {
                        "title": "Erratum: TREND: A platform for exploring protein function in prokaryotes based on phylogenetic, domain architecture and gene neighborhood analyses (Nucleic Acids Research DOI: 10.1093/nar/gkaa243)",
                        "abstract": "TheURL address of the web server published in this article has been changed fromhttp://trend.zhulinlab.org to http://trend. evobionet.com/.",
                        "date": "2022-02-22T00:00:00Z",
                        "citationCount": 6,
                        "authors": [
                            {
                                "name": "Gumerov V.M."
                            },
                            {
                                "name": "Zhulin I.B."
                            }
                        ],
                        "journal": "Nucleic Acids Research"
                    }
                }
            ],
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                {
                    "name": "Vadim Gumerov",
                    "email": "gumerov.1@osu.edu",
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                    "note": null
                }
            ],
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            },
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            "confidence_flag": null
        },
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            "description": "Jalview is a free program for multiple sequence alignment editing, visualisation and analysis. Use it to view and edit sequence alignments, analyse them with phylogenetic trees and principal components analysis (PCA) plots and explore molecular structures and annotation.",
            "homepage": "https://www.jalview.org/",
            "biotoolsID": "Jalview",
            "biotoolsCURIE": "biotools:Jalview",
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            "relation": [
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                {
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                    "type": "uses"
                },
                {
                    "biotoolsID": "chimerax",
                    "type": "uses"
                },
                {
                    "biotoolsID": "pymol",
                    "type": "uses"
                },
                {
                    "biotoolsID": "bioconda",
                    "type": "includedIn"
                },
                {
                    "biotoolsID": "3d-beacons",
                    "type": "uses"
                },
                {
                    "biotoolsID": "uniprot",
                    "type": "uses"
                },
                {
                    "biotoolsID": "pfam",
                    "type": "uses"
                },
                {
                    "biotoolsID": "ensembl",
                    "type": "uses"
                },
                {
                    "biotoolsID": "pdb",
                    "type": "uses"
                },
                {
                    "biotoolsID": "rfam",
                    "type": "uses"
                }
            ],
            "function": [
                {
                    "operation": [
                        {
                            "uri": "http://edamontology.org/operation_0564",
                            "term": "Sequence visualisation"
                        },
                        {
                            "uri": "http://edamontology.org/operation_0324",
                            "term": "Phylogenetic tree analysis"
                        },
                        {
                            "uri": "http://edamontology.org/operation_3081",
                            "term": "Sequence alignment editing"
                        }
                    ],
                    "input": [
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_0863",
                                "term": "Sequence alignment"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_1939",
                                    "term": "GFF3-seq"
                                },
                                {
                                    "uri": "http://edamontology.org/format_1982",
                                    "term": "ClustalW format"
                                },
                                {
                                    "uri": "http://edamontology.org/format_1961",
                                    "term": "Stockholm format"
                                },
                                {
                                    "uri": "http://edamontology.org/format_1984",
                                    "term": "FASTA-aln"
                                },
                                {
                                    "uri": "http://edamontology.org/format_1938",
                                    "term": "GFF2-seq"
                                },
                                {
                                    "uri": "http://edamontology.org/format_1929",
                                    "term": "FASTA"
                                },
                                {
                                    "uri": "http://edamontology.org/format_1948",
                                    "term": "nbrf/pir"
                                },
                                {
                                    "uri": "http://edamontology.org/format_3774",
                                    "term": "BioJSON (Jalview)"
                                },
                                {
                                    "uri": "http://edamontology.org/format_1997",
                                    "term": "PHYLIP format"
                                },
                                {
                                    "uri": "http://edamontology.org/format_3313",
                                    "term": "BLC"
                                },
                                {
                                    "uri": "http://edamontology.org/format_3311",
                                    "term": "RNAML"
                                },
                                {
                                    "uri": "http://edamontology.org/format_1947",
                                    "term": "GCG MSF"
                                },
                                {
                                    "uri": "http://edamontology.org/format_3015",
                                    "term": "Pileup"
                                },
                                {
                                    "uri": "http://edamontology.org/format_1477",
                                    "term": "mmCIF"
                                },
                                {
                                    "uri": "http://edamontology.org/format_3016",
                                    "term": "VCF"
                                },
                                {
                                    "uri": "http://edamontology.org/format_1915",
                                    "term": "Format"
                                }
                            ]
                        },
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_0886",
                                "term": "Structure alignment"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_1476",
                                    "term": "PDB"
                                }
                            ]
                        }
                    ],
                    "output": [
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_0863",
                                "term": "Sequence alignment"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_1948",
                                    "term": "nbrf/pir"
                                },
                                {
                                    "uri": "http://edamontology.org/format_3464",
                                    "term": "JSON"
                                },
                                {
                                    "uri": "http://edamontology.org/format_1961",
                                    "term": "Stockholm format"
                                },
                                {
                                    "uri": "http://edamontology.org/format_1929",
                                    "term": "FASTA"
                                },
                                {
                                    "uri": "http://edamontology.org/format_1997",
                                    "term": "PHYLIP format"
                                },
                                {
                                    "uri": "http://edamontology.org/format_3313",
                                    "term": "BLC"
                                },
                                {
                                    "uri": "http://edamontology.org/format_3774",
                                    "term": "BioJSON (Jalview)"
                                },
                                {
                                    "uri": "http://edamontology.org/format_1947",
                                    "term": "GCG MSF"
                                },
                                {
                                    "uri": "http://edamontology.org/format_3015",
                                    "term": "Pileup"
                                },
                                {
                                    "uri": "http://edamontology.org/format_1982",
                                    "term": "ClustalW format"
                                }
                            ]
                        },
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_2884",
                                "term": "Plot"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_3603",
                                    "term": "PNG"
                                },
                                {
                                    "uri": "http://edamontology.org/format_2331",
                                    "term": "HTML"
                                },
                                {
                                    "uri": "http://edamontology.org/format_3466",
                                    "term": "EPS"
                                },
                                {
                                    "uri": "http://edamontology.org/format_3604",
                                    "term": "SVG"
                                },
                                {
                                    "uri": "http://edamontology.org/format_1915",
                                    "term": "Format"
                                }
                            ]
                        }
                    ],
                    "note": "Other Input formats:\nAMSA (.amsa);\nJnetFile (.concise, .jnet);\nPFAM (.pfam);\nSubstitution matrix (.matrix);\nJalview Project File (.jvp);\nJalview Feature File (.features, .jvfeatures);\nJalview Annotations File (.annotations, .jvannotations);\nPredicted Aligned Error (PAE) Matrix File (.json)\n...\nOther Output formats:\nPFAM (.pfam);\nBioJS (.biojs) (interactive HTML/Javascript);\nJalview Project File (.jvp);",
                    "cmd": null
                }
            ],
            "toolType": [
                "Desktop application",
                "Command-line tool"
            ],
            "topic": [
                {
                    "uri": "http://edamontology.org/topic_0080",
                    "term": "Sequence analysis"
                },
                {
                    "uri": "http://edamontology.org/topic_0092",
                    "term": "Data visualisation"
                }
            ],
            "operatingSystem": [
                "Linux",
                "Windows",
                "Mac"
            ],
            "language": [],
            "license": "GPL-3.0",
            "collectionID": [
                "ELIXIR-UK"
            ],
            "maturity": "Mature",
            "cost": "Free of charge",
            "accessibility": "Open access",
            "elixirPlatform": [
                "Tools"
            ],
            "elixirNode": [
                "UK"
            ],
            "elixirCommunity": [],
            "link": [
                {
                    "url": "https://discourse.jalview.org/",
                    "type": [
                        "Discussion forum"
                    ],
                    "note": null
                },
                {
                    "url": "https://issues.jalview.org/",
                    "type": [
                        "Issue tracker"
                    ],
                    "note": null
                },
                {
                    "url": "https://www.jalview.org/development/jalview_develop/",
                    "type": [
                        "Other"
                    ],
                    "note": "Latest development version"
                },
                {
                    "url": "https://source.jalview.org/crucible/browse/jalview",
                    "type": [
                        "Repository"
                    ],
                    "note": null
                },
                {
                    "url": "https://twitter.com/Jalview",
                    "type": [
                        "Social media"
                    ],
                    "note": "Twitter feed"
                },
                {
                    "url": "https://www.youtube.com/channel/UCIjpnvZB770yz7ftbrJ0tfw",
                    "type": [
                        "Social media"
                    ],
                    "note": "YouTube training videos"
                }
            ],
            "download": [
                {
                    "url": "https://www.jalview.org/download",
                    "type": "Downloads page",
                    "note": null,
                    "version": null
                },
                {
                    "url": "https://www.jalview.org/download/source/",
                    "type": "Source code",
                    "note": null,
                    "version": null
                },
                {
                    "url": "https://www.jalview.org/download/?os=all",
                    "type": "Binaries",
                    "note": "Binaries for all platforms",
                    "version": null
                },
                {
                    "url": "https://www.jalview.org/favicon.svg",
                    "type": "Icon",
                    "note": null,
                    "version": null
                },
                {
                    "url": "https://www.jalview.org/download/other/jar/",
                    "type": "Binaries",
                    "note": "Executable JAR file",
                    "version": null
                }
            ],
            "documentation": [
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                        "Citation instructions"
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                    "note": null
                },
                {
                    "url": "https://www.jalview.org/training/",
                    "type": [
                        "Training material"
                    ],
                    "note": "Hands-on exercises, Training courses and Training videos"
                },
                {
                    "url": "https://www.jalview.org/help/faq",
                    "type": [
                        "FAQ"
                    ],
                    "note": null
                },
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                    "type": [],
                    "version": null,
                    "note": null,
                    "metadata": null
                }
            ],
            "credit": [
                {
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                    "note": null
                }
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            "biotoolsID": "cofactory",
            "biotoolsCURIE": "biotools:cofactory",
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            "otherID": [],
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                            "uri": "http://edamontology.org/operation_2423",
                            "term": "Prediction and recognition"
                        }
                    ],
                    "input": [
                        {
                            "data": {
                                "uri": "http://edamontology.org/data_2044",
                                "term": "Sequence"
                            },
                            "format": [
                                {
                                    "uri": "http://edamontology.org/format_1929",
                                    "term": "FASTA"
                                }
                            ]
                        }
                    ],
                    "output": [
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