The DOI matches its Crossref record; 16 of the 16 references it cites were found in a registry or an index.
Premetazoan genome evolution and the regulation of cell differentiation in the choanoflagellate Salpingoeca rosetta
Open accessAbstract
Background: Metazoan multicellularity is rooted in mechanisms of cell adhesion, signaling, and differentiation that first evolved in the progenitors of metazoans. To reconstruct the genome composition of metazoan ancestors, we sequenced the genome and transcriptome of the choanoflagellate Salpingoeca rosetta, a close relative of metazoans that forms rosette-shaped colonies of cells. Results: A comparison of the 55 Mb S. rosetta genome with genomes from diverse opisthokonts suggests that the origin of metazoans was preceded by a period of dynamic gene gain and loss. The S. rosetta genome encodes homologs of cell adhesion, neuropeptide, and glycosphingolipid metabolism genes previously found only in metazoans and expands the repertoire of genes inferred to have been present in the progenitors of metazoans and choanoflagellates. Transcriptome analysis revealed that all four S. rosetta septins are upregulated in colonies relative to single cells, suggesting that these conserved cytokinesis proteins may regulate incomplete cytokinesis during colony development. Furthermore, genes shared exclusively by metazoans and choanoflagellates were disproportionately upregulated in colonies and the single cells from which they develop. Conclusions: The S. rosetta genome sequence refines the catalog of metazoan-specific genes while also extending the evolutionary history of certain gene families that are central to metazoan biology. Transcriptome data suggest that conserved cytokinesis genes, including septins, may contribute to S. rosetta colony formation and indicate that the initiation of colony development may preferentially draw upon genes shared with metazoans, while later stages of colony maturation are likely regulated by genes unique to S. rosetta.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
<tt>BLAT</tt> —The <tt>BLAST</tt> -Like Alignment Tool
Kent, W. J. (2002) · Genome Research · doi:10.1101/gr.229202 · Cited by 8,480
OrthoMCL: Identification of Ortholog Groups for Eukaryotic Genomes
Li, L., Stoeckert, C. J., & Roos, D. S. (2003) · Genome Research · doi:10.1101/gr.1224503 · Cited by 5,707
Predicting coiled coils from protein sequences.
Lupas, A., Van Dyke, M., & Stock, J. (1991) · Science · doi:10.1126/science.252.5009.1162 · Cited by 3,953
Whelan, S., & Goldman, N. (2001) · Molecular Biology and Evolution · doi:10.1093/oxfordjournals.molbev.a003851 · Cited by 2,849
Broad phylogenomic sampling improves resolution of the animal tree of life
Dunn, C. W., Hejnol, A., Matus, D. Q., Pang, K., Browne, W. E., Smith, S. A., Seaver, E., Rouse, G. W., Obst, M., Edgecombe, G. D., et al. (2008) · Nature · doi:10.1038/nature06614 · Cited by 1,921 · cited 1×
“collapsed at the base of Metazoa to reflect current uncertainty about the identity and branch order of the most basal metazoan phyla [69,71-73].”
BackgroundThe genome of the choanoflagellate Monosiga brevicollis and the origin of metazoans
King, N., Westbrook, M. J., Young, S. L., Kuo, A., Abedin, M., Chapman, J., Fairclough, S., Hellsten, U., Isogai, Y., Letunic, I., et al. (2008) · Nature · doi:10.1038/nature06617 · Cited by 1,139
Self-citationResolving difficult phylogenetic questions: Why more sequences are not enough
Philippe, H., Brinkmann, H., Lavrov, D. V., Littlewood, D. T. J., Manuel, M., Wörheide, G., & Baurain, D. (2011) · PLoS Biology · doi:10.1371/journal.pbio.1000602 · Cited by 1,129
The Amphimedon queenslandica genome and the evolution of animal complexity
Srivastava, M., Simakov, O., Chapman, J., Fahey, B., Gauthier, M. E. A., Mitros, T., Richards, G. S., Conaco, C., Dacre, M., Hellsten, U., et al. (2010) · Nature · doi:10.1038/nature09201 · Cited by 1,049
Self-citationEarly animal evolution: emerging views from comparative biology and geology
Knoll, A. H., & Carroll, S. B. (1999) · Science · doi:10.1126/science.284.5423.2129 · Cited by 821
Comparative functional genomics of the fission yeasts
Rhind, N., Chen, Z., Yassour, M., Thompson, D. A., Haas, B. J., Habib, N., Wapinski, I., Roy, S., Lin, M. F., Heiman, D. I., et al. (2011) · Science · doi:10.1126/science.1203357 · Cited by 484 · cited 1×
“The obtained gene models were further improved by incorporating RNAseq data from eight different conditions using PASA and inchworm pipelines to get a final gene set [39,40].”
MethodSelf-citation
Research works printed but not linked: 58
- Carr M, Leadbeater BS, Hassan R, Nelson M, Baldauf SL: Molecular phylogeny of choanoflagellates, the sister group to Metazoa. Proc Natl Acad Sci USA. 2008, 105: 16641-16646. 10.1073/pnas.0801667105. · DOI · Paper page
- Ruiz-Trillo I, Burger G, Holland P, King N, Lang F, Roger A, Gray M: The origins of multicellularity: a multi-taxon genome initiative. Trends in Genetics. 2007, 23: 113-118. 10.1016/j.tig.2007.01.005. · DOI · Paper page
- Haeckel E: The gastraea-theory, the phylogenetic classification of the animal kingdom and the homology of the germ-lamelle. Quarterly Journal of Microscopical Science. 1874, 14: 142-165.
- Dayel MJ, Alegado RA, Fairclough SR, Levin TC, Nichols SA, Mcdonald K, King N: Cell differentiation and morphogenesis in the colony-forming choanoflagellate Salpingoeca rosetta. Developmental Biology. 2011, 357: 73-82. 10.1016/j.ydbio.2011.06.003. · DOI · Paper page
- Valentine J: Architectures of Biological Complexity. Integr Comp Biol. 2003, 43: 99-103. 10.1093/icb/43.1.99. · DOI
- Bauer S, Grossmann S, Vingron M, Robinson PN: Ontologizer 2.0--a multifunctional tool for GO term enrichment analysis and data exploration. Bioinformatics (Oxford, England). 2008, 24: 1650-1651. 10.1093/bioinformatics/btn250. · DOI · Paper page
- Ashburner M, Ball CA, Blake JA, Botstein D, Butler H, Cherry JM, Davis AP, Dolinski K, Dwight SS, Eppig JT, Harris MA, Hill DP, Issel-Tarver L, Kasarskis A, Lewis S, Matese JC, Richardson JE, Ringwald M, Rubin GM, Sherlock G: Gene ontology: tool for the unification of biology. The Gene Ontology Consortium. Nature genetics. 2000, 25: 25-29. 10.1038/75556. · DOI · Paper page
- Ding M, Goncharov A, Jin Y, Chisholm AD: C. elegans ankyrin repeat protein VAB-19 is a component of epidermal attachment structures and is essential for epidermal morphogenesis. Development (Cambridge, England). 2003, 130: 5791-5801. 10.1242/dev.00791. · DOI
- Manning G, Young SL, Miller WT, Zhai Y: The protist, Monosiga brevicollis, has a tyrosine kinase signaling network more elaborate and diverse than found in any known metazoan. Proc Natl Acad Sci USA. 2008, 105: 9674-9679. 10.1073/pnas.0801314105. · DOI · Paper page
- Pincus D, Letunic I, Bork P, Lim W: Evolution of the phospho-tyrosine signaling machinery in premetazoan lineages. Proc Natl Acad Sci USA. 2008
- Wilkinson DG: Eph receptors and ephrins: regulators of guidance and assembly. International review of cytology. 2000, 196: 177-244. · DOI · Paper page
- Hartwell LH, Culotti J, Reid B: Genetic control of the cell-division cycle in yeast. I. Detection of mutants. Proc Natl Acad Sci USA. 1970, 66: 352-359. 10.1073/pnas.66.2.352. · DOI · Paper page
- Nguyen TQ, Sawa H, Okano H, White JG: The C. elegans septin genes, unc-59 and unc-61, are required for normal postembryonic cytokineses and morphogenesis but have no essential function in embryogenesis. Journal of cell science. 2000, 113: 3825-3837. · DOI
- Mostowy S, Cossart P: Septins: the fourth component of the cytoskeleton. Nature reviews. 13: 183-194. · DOI · Paper page
- Fairclough SR, Dayel MJ, King N: Multicellular development in a choanoflagellate. Current Biology. 2010, 20: R875-R876. 10.1016/j.cub.2010.09.014. · DOI · Paper page
- King N: The unicellular ancestry of animal development. Dev Cell. 2004, 7: 313-325. 10.1016/j.devcel.2004.08.010. · DOI · Paper page
- True JR, Carroll SB: Gene co-option in physiological and morphological evolution. Annu Rev Cell Dev Biol. 2002, 18: 53-80. 10.1146/annurev.cellbio.18.020402.140619. · DOI · Paper page
- Erwin DH: The Origin of Metazoan Development - a Paleobiological Perspective. Biological Journal of the Linnean Society. 1993, 50: 255-274. 10.1111/j.1095-8312.1993.tb00931.x. · DOI
- Nichols SA, Roberts BW, Richter DJ, Fairclough SR, King N: Origin of metazoan cadherin diversity and the antiquity of the classical cadherin/beta-catenin complex. Proc Natl Acad Sci USA. 2012
- Suga H, Dacre M, de Mendoza A, Shalchian-Tabrizi K, Manning G, Ruiz-Trillo I: Genomic survey of premetazoans shows deep conservation of cytoplasmic tyrosine kinases and multiple radiations of receptor tyrosine kinases. Science signaling. 2012, 5: ra35-10.1126/scisignal.2002733. · DOI
- Li WQ, Young SL, King N, Miller WT: Signaling properties of a non-metazoan Src kinase and the evolutionary history of Src negative regulation. Journal of Biological Chemistry. 2008, 283: 15491-15501. 10.1074/jbc.M800002200. · DOI
- Segawa Y, Suga H, Iwabe N, Oneyama C, Akagi T, Miyata T, Okada M: Functional development of Src tyrosine kinases during evolution from a unicellular ancestor to multicellular animals. Proc Natl Acad Sci USA. 2006, 103: 12021-12026. 10.1073/pnas.0600021103. · DOI
- Adamska M, Matus DQ, Adamski M, Green K, Rokhsar DS, Martindale MQ, Degnan BM: The evolutionary origin of hedgehog proteins. Curr Biol. 2007, 17: R836-837. 10.1016/j.cub.2007.08.010. · DOI
- Ruiz-Trillo I, Burger G, Holland PW, King N, Lang BF, Roger AJ, Gray MW: The origins of multicellularity: a multi-taxon genome initiative. Trends Genet. 2007, 23: 113-118. 10.1016/j.tig.2007.01.005. · DOI · Paper page
- Nichols SA, Dirks W, Pearse JS, King N: Early evolution of animal cell signaling and adhesion genes. Proc Natl Acad Sci USA. 2006, 103: 12451-12456. 10.1073/pnas.0604065103. · DOI · Paper page
- Adamska M, Larroux C, Adamski M, Green K, Lovas E, Koop D, Richards GS, Zwafink C, Degnan BM: Structure and expression of conserved Wnt pathway components in the demosponge Amphimedon queenslandica. Evolution & Development. 2010, 12: 494-518. 10.1111/j.1525-142X.2010.00435.x. · DOI · Paper page
- Lennon NJ, Lintner RE, Anderson S, Alvarez P, Barry A, Brockman W, Daza R, Erlich RL, Giannoukos G, Green L, Hollinger A, Hoover CA, Jaffe DB, Juhn F, McCarthy D, Perrin D, Ponchner K, Powers TL, Rizzolo K, Robbins D, Ryan E, Russ C, Sparrow T, Stalker J, Steelman S, Weiand M, Zimmer A, Henn MR, Nusbaum C, Nicol R: A scalable, fully automated process for construction of sequence-ready barcoded libraries for 454. Genome biology. 2010, 11: R15-10.1186/gb-2010-11-2-r15. · DOI
- Jaffe DB, Butler J, Gnerre S, Mauceli E, Lindblad-Toh K, Mesirov JP, Zody MC, Lander ES: Whole-genome sequence assembly for mammalian genomes: Arachne 2. Genome research. 2003, 13: 91-96. 10.1101/gr.828403. · DOI · Paper page
- Haas BJ, Delcher AL, Mount SM, Wortman JR, Smith RK, Hannick LI, Maiti R, Ronning CM, Rusch DB, Town CD, Salzberg SL, White O: Improving the Arabidopsis genome annotation using maximal transcript alignment assemblies. Nucleic acids research. 2003, 31: 5654-5666. 10.1093/nar/gkg770. · DOI · Paper page
- Haas BJ, Salzberg SL, Zhu W, Pertea M, Allen JE, Orvis J, White O, Buell CR, Wortman JR: Automated eukaryotic gene structure annotation using EVidenceModeler and the Program to Assemble Spliced Alignments. Genome biology. 2008, 9: R7-10.1186/gb-2008-9-1-r7. · DOI · Paper page
- Haas BJ, Zeng Q, Pearson MD, Cuomo CA, Wortman JR: Approaches to Fungal Genome Annotation. Mycology. 2011, 2: 118-141. · DOI
- Altschul SF, Gish W, Miller W, Myers EW, Lipman DJ: Basic local alignment search tool. Journal of molecular biology. 1990, 215: 403-410. · doi:10.1016/s0022-2836(05)80360-2 · Paper page
- Manning G, Whyte DB, Martinez R, Hunter T, Sudarsanam S: The protein kinase complement of the human genome. Science. 2002, 298: 1912-1934. 10.1126/science.1075762. · DOI · Paper page
- Caenepeel S, Charydczak G, Sudarsanam S, Hunter T, Manning G: The mouse kinome: discovery and comparative genomics of all mouse protein kinases. Proc Natl Acad Sci USA. 2004, 101: 11707-11712. 10.1073/pnas.0306880101. · DOI · Paper page
- Bradham CA, Foltz KR, Beane WS, Arnone MI, Rizzo F, Coffman JA, Mushegian A, Goel M, Morales J, Geneviere AM, Lapraz F, Robertson AJ, Kelkar H, Loza-Coll M, Townley IK, Raisch M, Roux MM, Lepage T, Gache C, McClay DR, Manning G: The sea urchin kinome: a first look. Dev Biol. 2006, 300: 180-193. 10.1016/j.ydbio.2006.08.074. · DOI
- Manning G, Plowman G, Hunter T, Sudarsanam S: Evolution of protein kinase signaling from yeast to man. Trends Biochem Sci. 2002, 27: 514-10.1016/S0968-0004(02)02179-5. · DOI · Paper page
- Plowman GD, Sudarsanam S, Bingham J, Whyte D, Hunter T: The protein kinases of Caenorhabditis elegans: a model for signal transduction in multicellular organisms. Proc Natl Acad Sci USA. 1999, 96: 13603-13610. 10.1073/pnas.96.24.13603. · DOI · Paper page
- Manning G, Young SL, Miller WT, Zhai YF: The protist, Monosiga brevicollis, has a tyrosine kinase signaling network more elaborate and diverse than found in any known metazoan. Proc Natl Acad Sci USA. 2008, 105: 9674-9679. 10.1073/pnas.0801314105. · DOI · Paper page
- Hunter T, Plowman GD: The protein kinases of budding yeast: six score and more. Trends Biochem Sci. 1997, 22: 18-22. · DOI · Paper page
- Banks JA, Nishiyama T, Hasebe M, Bowman JL, Gribskov M, dePamphilis C, Albert VA, Aono N, Aoyama T, Ambrose BA, Ashton NW, Axtell MJ, Barker E, Barker MS, Bennetzen JL, Bonawitz ND, Chapple C, Cheng C, Correa LG, Dacre M, DeBarry J, Dreyer I, Elias M, Engstrom EM, Estelle M, Feng L, Finet C, Floyd SK, Frommer WB, Fujita T, et al: The Selaginella genome identifies genetic changes associated with the evolution of vascular plants. Science. 2011, 332: 960-963. 10.1126/science.1203810. · DOI · Paper page
- Bateman A, Birney E, Cerruti L, Durbin R, Etwiller L, Eddy SR, Griffiths-Jones S, Howe KL, Marshall M, Sonnhammer EL: The Pfam protein families database. Nucleic acids research. 2002, 30: 276-280. 10.1093/nar/30.1.276. · DOI · Paper page
- Loopp: Part of this work was carried out by using the resources of the Computational Biology Service Unit from Cornell University which is partially funded by Microsoft Corporation. 2011
- Schrodinger LLC: The PyMOL Molecular Graphics System, Version 1.3r1. Book The PyMOL Molecular Graphics System, Version 1.3r1 (Editor ed.^eds.). City. 2010
- Momany M, Pan F, Malmberg RL: Evolution and Conserved Domains of the Septins. The Septins. 2008, John Wiley & Sons, Ltd, 35-45. · doi:10.1002/9780470779705.ch2
- Sievers F, Wilm A, Dineen D, Gibson TJ, Karplus K, Li W, Lopez R, McWilliam H, Remmert M, Soding J, Thompson JD, Higgins DG: Fast, scalable generation of high-quality protein multiple sequence alignments using Clustal Omega. Molecular systems biology. 2011, 7: 539- · DOI · Paper page
- Castresana J: Selection of conserved blocks from multiple alignments for their use in phylogenetic analysis. Molecular biology and evolution. 2000, 17: 540-552. 10.1093/oxfordjournals.molbev.a026334. · DOI · Paper page
- Guindon S, Lethiec F, Duroux P, Gascuel O: PHYML Online--a web server for fast maximum likelihood-based phylogenetic inference. Nucleic acids research. 2005, 33: W557-559. 10.1093/nar/gki352. · DOI · Paper page
- Chen F, Mackey AJ, Stoeckert CJ, Roos DS: OrthoMCL-DB: querying a comprehensive multi-species collection of ortholog groups. Nucleic acids research. 2006, 34: D363-368. 10.1093/nar/gkj123. · DOI · Paper page
- Le Quesne WJ: The Uniquely Evolved Character Concept and its Cladistic Application. Systematic Biology. 1974, 23: 513-517. 10.1093/sysbio/23.4.513. · doi:10.1093/sysbio/23.4.513
- Djupedal I, Kos-Braun IC, Mosher RA, Soderholm N, Simmer F, Hardcastle TJ, Fender A, Heidrich N, Kagansky A, Bayne E, Wagner EG, Baulcombe DC, Allshire RC, Ekwall K: Analysis of small RNA in fission yeast; centromeric siRNAs are potentially generated through a structured RNA. The EMBO journal. 2009, 28: 3832-3844. 10.1038/emboj.2009.351. · DOI
- Robinson MD, McCarthy DJ, Smyth GK: edgeR: a Bioconductor package for differential expression analysis of digital gene expression data. Bioinformatics (Oxford, England). 2010, 26: 139-140. 10.1093/bioinformatics/btp616. · DOI · Paper page
- Baldauf SL: The deep roots of eukaryotes. Science. 2003, 300: 1703-1706. 10.1126/science.1085544. · DOI · Paper page
- Philippe H, Derelle R, Lopez P, Pick K, Borchiellini C, Boury-Esnault N, Vacelet J, Renard E, Houliston E, Quéinnec E: Phylogenomics Revives Traditional Views on Deep Animal Relationships. Current Biology. 2009, 19: 706-712. 10.1016/j.cub.2009.02.052. · DOI · Paper page
- Ruiz-Trillo I, Roger AJ, Burger G, Gray MW, Lang BF: A phylogenomic investigation into the origin of metazoa. Molecular biology and evolution. 2008, 25: 664-672. 10.1093/molbev/msn006. · DOI · Paper page
- Shalchian-Tabrizi K, Minge MA, Espelund M, Orr R, Ruden T, Jakobsen KS, Cavalier-Smith T: Multigene phylogeny of choanozoa and the origin of animals. PloS one. 2008, 3: e2098-10.1371/journal.pone.0002098. · DOI · Paper page
- Abedin M, King N: The premetazoan ancestry of cadherins. Science. 2008, 319: 946-948. 10.1126/science.1151084. · DOI · Paper page
- Halbleib JM, Nelson WJ: Cadherins in development: cell adhesion, sorting, and tissue morphogenesis. Genes Dev. 2006, 20: 3199-3214. 10.1101/gad.1486806. · DOI · Paper page
- Richards G, Simionato E, Perron M, Adamska M, Vervoort M, Degnan B: Sponge Genes Provide New Insight into the Evolutionary Origin of the Neurogenic Circuit. Current Biology. 2008, 18: 1156-1161. 10.1016/j.cub.2008.06.074. · DOI · Paper page
Cited by
The Origin of Animal Multicellularity and Cell Differentiation
(2017) · doi:10.1016/j.devcel.2017.09.016 · Cited by 419
Ancient gene linkages support ctenophores as sister to other animals
Schultz, D. T., Haddock, S. H. D., Bredeson, J. V., Green, R. E., Simakov, O., & Rokhsar, D. S. (2023) · Nature · doi:10.1038/s41586-023-05936-6 · Cited by 362
The origin of Metazoa: a unicellular perspective
Sebé-Pedrós, A., Degnan, B. M., & Ruiz-Trillo, I. (2017) · Nature Reviews Genetics · doi:10.1038/nrg.2017.21 · Cited by 332
The Capsaspora genome reveals a complex unicellular prehistory of animals
Suga, H., Chen, Z., de Mendoza, A., Sebé-Pedrós, A., Brown, M. W., Kramer, E., Carr, M., Kerner, P., Vervoort, M., Sánchez-Pons, N., et al. (2013) · Nature Communications · doi:10.1038/ncomms3325 · Cited by 317
Self-citationRiesgo, A., Farrar, N., Windsor, P. J., Giribet, G., & Leys, S. P. (2014) · Molecular Biology and Evolution · doi:10.1093/molbev/msu057 · Cited by 266
Metadata
- Authors
- Fairclough, S. R., Chen, Z., Kramer, E., Zeng, Q., Young, S., Robertson, H. M., Begovic, E., Richter, D. J., Russ, C., Westbrook, M. J., Manning, G., Lang, B. F., Haas, B., Nusbaum, C., & King, N.
- Venue
- Genome Biology
- Published
- 2013-02-18
- Volume
- 14
- Issue
- 2
- Pages
- R15-R15
- ISSN
- 1465-6906 (ISSN-L)
- 1474-760X
- OpenAlex
- W2140304975
- Cited by
- 287
- References
- 16
- FWCI
- 17.10
- Type
- journal article
- Language
- en
- Open access
- gold
- Licence
- creativecommons.org/licenses/by/2.0/ (tdm)
- creativecommons.org/licenses/by/2.0/ (vor)
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Premetazoan genome evolution and the regulation of cell differentiation in the choanoflagellate Salpingoeca rosetta. https://app.cochat.ai/papers/10.1186/gb-2013-14-2-r15
- The paper
- Fairclough, S. R., Chen, Z., Kramer, E., Zeng, Q., Young, S., Robertson, H. M., Begovic, E., Richter, D. J., Russ, C., Westbrook, M. J., Manning, G., Lang, B. F., Haas, B., Nusbaum, C., & King, N. (2013). Premetazoan genome evolution and the regulation of cell differentiation in the choanoflagellate Salpingoeca rosetta. Genome Biology. https://doi.org/10.1186/gb-2013-14-2-r15
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.