| Name | SERTA domain containing 4 |
| Description | Predicted to be located in nucleus. [provided by Alliance of Genome Resources, Mar 2025] |
| Summary |
{"type": "root", "children": [{"type": "p", "children": [{"type": "t", "text": "\nStudies of postsynaptic organizers—including neuroligins and the leucine‐rich repeat transmembrane proteins (LRRTMs)—have revealed their essential roles in excitatory synapse development, stabilization, and plasticity. Using approaches such as shRNA‐mediated knockdowns and genetic deletion in hippocampal neurons, these investigations have shown that combined deficits of LRRTMs and neuroligins lead to the loss of excitatory synapses, impair long‐term potentiation, and disrupt the stabilization of AMPA receptors via Ca2+/calmodulin‐dependent signaling. These findings underscore the complex interplay in synapse assembly, function, and activity‐dependent remodeling."}, {"type": "fg", "children": [{"type": "fg_fs", "start_ref": "1", "end_ref": "7"}]}, {"type": "t", "text": "\n"}]}, {"type": "t", "text": "\n\n"}, {"type": "p", "children": [{"type": "t", "text": "\nIn contrast to these neural adhesion molecules, emerging evidence has identified SERTAD4 as playing a protective role in colorectal cancer (CRC). Specifically, SERTAD4 expression is significantly downregulated in CRC, particularly in the context of KRAS mutations and Fusobacterium nucleatum infection. Lower levels of SERTAD4 are associated with poorer overall survival, while its diagnostic efficacy rivals that of carcinoembryonic antigen (CEA). Functional assays further demonstrate that SERTAD4 actively impairs the adhesion and invasion of F. nucleatum, an effect that correlates with enhanced immune cell infiltration and modulation of immune checkpoint gene expression. These observations suggest that SERTAD4 contributes to an anti-tumor defense mechanism by limiting microbial colonization and shaping the tumor immune microenvironment."}, {"type": "fg", "children": [{"type": "fg_f", "ref": "8"}]}, {"type": "t", "text": "\n"}]}, {"type": "rg", "children": [{"type": "r", "ref": 1, "children": [{"type": "t", "text": "Jaewon Ko, Gilberto J Soler-Llavina, Marc V Fuccillo, et al. "}, {"type": "b", "children": [{"type": "t", "text": "Neuroligins/LRRTMs prevent activity- and Ca2+/calmodulin-dependent synapse elimination in cultured neurons."}]}, {"type": "t", "text": " "}, {"type": "i", "children": [{"type": "t", "text": "J Cell Biol (2011)"}]}, {"type": "t", "text": " DOI: "}, {"type": "a", "children": [{"type": "t", "text": "10.1083/jcb.201101072"}], "href": "https://doi.org/10.1083/jcb.201101072"}, {"type": "t", "text": " PMID: "}, {"type": "a", "children": [{"type": "t", "text": "21788371"}], "href": "https://pubmed.ncbi.nlm.nih.gov/21788371"}]}, {"type": "r", "ref": 2, "children": [{"type": "t", "text": "Gilberto J Soler-Llavina, Pamela Arstikaitis, Wade Morishita, et al. "}, {"type": "b", "children": [{"type": "t", "text": "Leucine-rich repeat transmembrane proteins are essential for maintenance of long-term potentiation."}]}, {"type": "t", "text": " "}, {"type": "i", "children": [{"type": "t", "text": "Neuron (2013)"}]}, {"type": "t", "text": " DOI: "}, {"type": "a", "children": [{"type": "t", "text": "10.1016/j.neuron.2013.06.007"}], "href": "https://doi.org/10.1016/j.neuron.2013.06.007"}, {"type": "t", "text": " PMID: "}, {"type": "a", "children": [{"type": "t", "text": "23931994"}], "href": "https://pubmed.ncbi.nlm.nih.gov/23931994"}]}, {"type": "r", "ref": 3, "children": [{"type": "t", "text": "Stefanie N Hayer, Hilmar Bading "}, {"type": "b", "children": [{"type": "t", "text": "Nuclear calcium signaling induces expression of the synaptic organizers Lrrtm1 and Lrrtm2."}]}, {"type": "t", "text": " "}, {"type": "i", "children": [{"type": "t", "text": "J Biol Chem (2015)"}]}, {"type": "t", "text": " DOI: "}, {"type": "a", "children": [{"type": "t", "text": "10.1074/jbc.M113.532010"}], "href": "https://doi.org/10.1074/jbc.M113.532010"}, {"type": "t", "text": " PMID: "}, {"type": "a", "children": [{"type": "t", "text": "25527504"}], "href": "https://pubmed.ncbi.nlm.nih.gov/25527504"}]}, {"type": "r", "ref": 4, "children": [{"type": "t", "text": "Anja Paatero, Katja Rosti, Alexander V Shkumatov, et al. "}, {"type": "b", "children": [{"type": "t", "text": "Crystal Structure of an Engineered LRRTM2 Synaptic Adhesion Molecule and a Model for Neurexin Binding."}]}, {"type": "t", "text": " "}, {"type": "i", "children": [{"type": "t", "text": "Biochemistry (2016)"}]}, {"type": "t", "text": " DOI: "}, {"type": "a", "children": [{"type": "t", "text": "10.1021/acs.biochem.5b00971"}], "href": "https://doi.org/10.1021/acs.biochem.5b00971"}, {"type": "t", "text": " PMID: "}, {"type": "a", "children": [{"type": "t", "text": "26785044"}], "href": "https://pubmed.ncbi.nlm.nih.gov/26785044"}]}, {"type": "r", "ref": 5, "children": [{"type": "t", "text": "Mehdi Bhouri, Wade Morishita, Paul Temkin, et al. "}, {"type": "b", "children": [{"type": "t", "text": "Deletion of "}, {"type": "a", "children": [{"type": "t", "text": "i"}], "href": "i"}, {"type": "t", "text": "LRRTM1 and LRRTM2"}, {"type": "a", "children": [{"type": "t", "text": "/i"}], "href": "/i"}, {"type": "t", "text": " in adult mice impairs basal AMPA receptor transmission and LTP in hippocampal CA1 pyramidal neurons."}]}, {"type": "t", "text": " "}, {"type": "i", "children": [{"type": "t", "text": "Proc Natl Acad Sci U S A (2018)"}]}, {"type": "t", "text": " DOI: "}, {"type": "a", "children": [{"type": "t", "text": "10.1073/pnas.1803280115"}], "href": "https://doi.org/10.1073/pnas.1803280115"}, {"type": "t", "text": " PMID: "}, {"type": "a", "children": [{"type": "t", "text": "29784826"}], "href": "https://pubmed.ncbi.nlm.nih.gov/29784826"}]}, {"type": "r", "ref": 6, "children": [{"type": "t", "text": "Atsushi Yamagata, Sakurako Goto-Ito, Yusuke Sato, et al. "}, {"type": "b", "children": [{"type": "t", "text": "Structural insights into modulation and selectivity of transsynaptic neurexin-LRRTM interaction."}]}, {"type": "t", "text": " "}, {"type": "i", "children": [{"type": "t", "text": "Nat Commun (2018)"}]}, {"type": "t", "text": " DOI: "}, {"type": "a", "children": [{"type": "t", "text": "10.1038/s41467-018-06333-8"}], "href": "https://doi.org/10.1038/s41467-018-06333-8"}, {"type": "t", "text": " PMID: "}, {"type": "a", "children": [{"type": "t", "text": "30262834"}], "href": "https://pubmed.ncbi.nlm.nih.gov/30262834"}]}, {"type": "r", "ref": 7, "children": [{"type": "t", "text": "Shreya H Dhume, Steven A Connor, Fergil Mills, et al. "}, {"type": "b", "children": [{"type": "t", "text": "Distinct but overlapping roles of LRRTM1 and LRRTM2 in developing and mature hippocampal circuits."}]}, {"type": "t", "text": " "}, {"type": "i", "children": [{"type": "t", "text": "Elife (2022)"}]}, {"type": "t", "text": " DOI: "}, {"type": "a", "children": [{"type": "t", "text": "10.7554/eLife.64742"}], "href": "https://doi.org/10.7554/eLife.64742"}, {"type": "t", "text": " PMID: "}, {"type": "a", "children": [{"type": "t", "text": "35662394"}], "href": "https://pubmed.ncbi.nlm.nih.gov/35662394"}]}, {"type": "r", "ref": 8, "children": [{"type": "t", "text": "Yizhen Chen, Yuanyuan Zheng, Shaolin Liu "}, {"type": "b", "children": [{"type": "t", "text": "KRAS mutation promotes the colonization of Fusobacterium nucleatum in colorectal cancer by down-regulating SERTAD4."}]}, {"type": "t", "text": " "}, {"type": "i", "children": [{"type": "t", "text": "J Cell Mol Med (2024)"}]}, {"type": "t", "text": " DOI: "}, {"type": "a", "children": [{"type": "t", "text": "10.1111/jcmm.70182"}], "href": "https://doi.org/10.1111/jcmm.70182"}, {"type": "t", "text": " PMID: "}, {"type": "a", "children": [{"type": "t", "text": "39462261"}], "href": "https://pubmed.ncbi.nlm.nih.gov/39462261"}]}]}]}
|
| Synonyms | DJ667H12.2 |
| Proteins | SRTD4_HUMAN |
| NCBI Gene ID | 56256 |
| API | |
| Download Associations | |
| Predicted Functions |
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| Co-expressed Genes |
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| Expression in Tissues and Cell Lines |
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SERTAD4 has 4,594 functional associations with biological entities spanning 9 categories (molecular profile, organism, functional term, phrase or reference, chemical, disease, phenotype or trait, structural feature, cell line, cell type or tissue, gene, protein or microRNA, sequence feature) extracted from 73 datasets.
Click the + buttons to view associations for SERTAD4 from the datasets below.
If available, associations are ranked by standardized value
| Dataset | Summary | |
|---|---|---|
| Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles | tissues with high or low expression of SERTAD4 gene relative to other tissues from the Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles dataset. | |
| Allen Brain Atlas Adult Mouse Brain Tissue Gene Expression Profiles | tissues with high or low expression of SERTAD4 gene relative to other tissues from the Allen Brain Atlas Adult Mouse Brain Tissue Gene Expression Profiles dataset. | |
| Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles | tissue samples with high or low expression of SERTAD4 gene relative to other tissue samples from the Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles dataset. | |
| Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray | tissue samples with high or low expression of SERTAD4 gene relative to other tissue samples from the Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray dataset. | |
| Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq | tissue samples with high or low expression of SERTAD4 gene relative to other tissue samples from the Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq dataset. | |
| Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles | tissues with high or low expression of SERTAD4 gene relative to other tissues from the Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles dataset. | |
| BioGPS Human Cell Type and Tissue Gene Expression Profiles | cell types and tissues with high or low expression of SERTAD4 gene relative to other cell types and tissues from the BioGPS Human Cell Type and Tissue Gene Expression Profiles dataset. | |
| BioGPS Mouse Cell Type and Tissue Gene Expression Profiles | cell types and tissues with high or low expression of SERTAD4 gene relative to other cell types and tissues from the BioGPS Mouse Cell Type and Tissue Gene Expression Profiles dataset. | |
| CCLE Cell Line Gene CNV Profiles | cell lines with high or low copy number of SERTAD4 gene relative to other cell lines from the CCLE Cell Line Gene CNV Profiles dataset. | |
| CCLE Cell Line Gene Expression Profiles | cell lines with high or low expression of SERTAD4 gene relative to other cell lines from the CCLE Cell Line Gene Expression Profiles dataset. | |
| ChEA Transcription Factor Binding Site Profiles | transcription factor binding site profiles with transcription factor binding evidence at the promoter of SERTAD4 gene from the CHEA Transcription Factor Binding Site Profiles dataset. | |
| ChEA Transcription Factor Targets | transcription factors binding the promoter of SERTAD4 gene in low- or high-throughput transcription factor functional studies from the CHEA Transcription Factor Targets dataset. | |
| ChEA Transcription Factor Targets 2022 | transcription factors binding the promoter of SERTAD4 gene in low- or high-throughput transcription factor functional studies from the CHEA Transcription Factor Targets 2022 dataset. | |
| CM4AI U2OS Cell Map Protein Localization Assemblies | assemblies containing SERTAD4 protein from integrated AP-MS and IF data from the CM4AI U2OS Cell Map Protein Localization Assemblies dataset. | |
| COMPARTMENTS Curated Protein Localization Evidence Scores | cellular components containing SERTAD4 protein from the COMPARTMENTS Curated Protein Localization Evidence Scores dataset. | |
| COMPARTMENTS Experimental Protein Localization Evidence Scores | cellular components containing SERTAD4 protein in low- or high-throughput protein localization assays from the COMPARTMENTS Experimental Protein Localization Evidence Scores dataset. | |
| COMPARTMENTS Experimental Protein Localization Evidence Scores 2025 | cellular components containing SERTAD4 protein in low- or high-throughput protein localization assays from the COMPARTMENTS Experimental Protein Localization Evidence Scores 2025 dataset. | |
| COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025 | cellular components co-occuring with SERTAD4 protein in abstracts of biomedical publications from the COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025 dataset. | |
| COSMIC Cell Line Gene CNV Profiles | cell lines with high or low copy number of SERTAD4 gene relative to other cell lines from the COSMIC Cell Line Gene CNV Profiles dataset. | |
| COSMIC Cell Line Gene Mutation Profiles | cell lines with SERTAD4 gene mutations from the COSMIC Cell Line Gene Mutation Profiles dataset. | |
| CTD Gene-Chemical Interactions | chemicals interacting with SERTAD4 gene/protein from the curated CTD Gene-Chemical Interactions dataset. | |
| CTD Gene-Disease Associations | diseases associated with SERTAD4 gene/protein from the curated CTD Gene-Disease Associations dataset. | |
| DepMap CRISPR Gene Dependency | cell lines with fitness changed by SERTAD4 gene knockdown relative to other cell lines from the DepMap CRISPR Gene Dependency dataset. | |
| DISEASES Text-mining Gene-Disease Association Evidence Scores 2025 | diseases co-occuring with SERTAD4 gene in abstracts of biomedical publications from the DISEASES Text-mining Gene-Disease Assocation Evidence Scores 2025 dataset. | |
| ENCODE Histone Modification Site Profiles | histone modification site profiles with high histone modification abundance at SERTAD4 gene from the ENCODE Histone Modification Site Profiles dataset. | |
| ENCODE Transcription Factor Binding Site Profiles | transcription factor binding site profiles with transcription factor binding evidence at the promoter of SERTAD4 gene from the ENCODE Transcription Factor Binding Site Profiles dataset. | |
| ENCODE Transcription Factor Targets | transcription factors binding the promoter of SERTAD4 gene in ChIP-seq datasets from the ENCODE Transcription Factor Targets dataset. | |
| ESCAPE Omics Signatures of Genes and Proteins for Stem Cells | PubMedIDs of publications reporting gene signatures containing SERTAD4 from the ESCAPE Omics Signatures of Genes and Proteins for Stem Cells dataset. | |
| GeneSigDB Published Gene Signatures | PubMedIDs of publications reporting gene signatures containing SERTAD4 from the GeneSigDB Published Gene Signatures dataset. | |
| GEO Signatures of Differentially Expressed Genes for Diseases | disease perturbations changing expression of SERTAD4 gene from the GEO Signatures of Differentially Expressed Genes for Diseases dataset. | |
| GEO Signatures of Differentially Expressed Genes for Gene Perturbations | gene perturbations changing expression of SERTAD4 gene from the GEO Signatures of Differentially Expressed Genes for Gene Perturbations dataset. | |
| GEO Signatures of Differentially Expressed Genes for Kinase Perturbations | kinase perturbations changing expression of SERTAD4 gene from the GEO Signatures of Differentially Expressed Genes for Kinase Perturbations dataset. | |
| GEO Signatures of Differentially Expressed Genes for Small Molecules | small molecule perturbations changing expression of SERTAD4 gene from the GEO Signatures of Differentially Expressed Genes for Small Molecules dataset. | |
| GEO Signatures of Differentially Expressed Genes for Transcription Factor Perturbations | transcription factor perturbations changing expression of SERTAD4 gene from the GEO Signatures of Differentially Expressed Genes for Transcription Factor Perturbations dataset. | |
| GEO Signatures of Differentially Expressed Genes for Viral Infections | virus perturbations changing expression of SERTAD4 gene from the GEO Signatures of Differentially Expressed Genes for Viral Infections dataset. | |
| GO Cellular Component Annotations 2015 | cellular components containing SERTAD4 protein from the curated GO Cellular Component Annotations 2015 dataset. | |
| GTEx eQTL 2025 | SNPs regulating expression of SERTAD4 gene from the GTEx eQTL 2025 dataset. | |
| GTEx Tissue Gene Expression Profiles | tissues with high or low expression of SERTAD4 gene relative to other tissues from the GTEx Tissue Gene Expression Profiles dataset. | |
| GTEx Tissue Gene Expression Profiles 2023 | tissues with high or low expression of SERTAD4 gene relative to other tissues from the GTEx Tissue Gene Expression Profiles 2023 dataset. | |
| GTEx Tissue Sample Gene Expression Profiles | tissue samples with high or low expression of SERTAD4 gene relative to other tissue samples from the GTEx Tissue Sample Gene Expression Profiles dataset. | |
| GWAS Catalog SNP-Phenotype Associations 2025 | phenotypes associated with SERTAD4 gene in GWAS datasets from the GWAS Catalog SNP-Phenotype Associations 2025 dataset. | |
| Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles | cell lines with high or low expression of SERTAD4 gene relative to other cell lines from the Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles dataset. | |
| HPA Cell Line Gene Expression Profiles | cell lines with high or low expression of SERTAD4 gene relative to other cell lines from the HPA Cell Line Gene Expression Profiles dataset. | |
| HPA Tissue Gene Expression Profiles | tissues with high or low expression of SERTAD4 gene relative to other tissues from the HPA Tissue Gene Expression Profiles dataset. | |
| HPA Tissue Protein Expression Profiles | tissues with high or low expression of SERTAD4 protein relative to other tissues from the HPA Tissue Protein Expression Profiles dataset. | |
| HPA Tissue Sample Gene Expression Profiles | tissue samples with high or low expression of SERTAD4 gene relative to other tissue samples from the HPA Tissue Sample Gene Expression Profiles dataset. | |
| Hub Proteins Protein-Protein Interactions | interacting hub proteins for SERTAD4 from the curated Hub Proteins Protein-Protein Interactions dataset. | |
| InterPro Predicted Protein Domain Annotations | protein domains predicted for SERTAD4 protein from the InterPro Predicted Protein Domain Annotations dataset. | |
| JASPAR Predicted Human Transcription Factor Targets 2025 | transcription factors regulating expression of SERTAD4 gene predicted using known transcription factor binding site motifs from the JASPAR Predicted Human Transcription Factor Targets dataset. | |
| JASPAR Predicted Mouse Transcription Factor Targets 2025 | transcription factors regulating expression of SERTAD4 gene predicted using known transcription factor binding site motifs from the JASPAR Predicted Mouse Transcription Factor Targets 2025 dataset. | |
| JASPAR Predicted Transcription Factor Targets | transcription factors regulating expression of SERTAD4 gene predicted using known transcription factor binding site motifs from the JASPAR Predicted Transcription Factor Targets dataset. | |
| Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles | cell lines with high or low copy number of SERTAD4 gene relative to other cell lines from the Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles dataset. | |
| Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene Mutation Profiles | cell lines with SERTAD4 gene mutations from the Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene Mutation Profiles dataset. | |
| KnockTF Gene Expression Profiles with Transcription Factor Perturbations | transcription factor perturbations changing expression of SERTAD4 gene from the KnockTF Gene Expression Profiles with Transcription Factor Perturbations dataset. | |
| LOCATE Predicted Protein Localization Annotations | cellular components predicted to contain SERTAD4 protein from the LOCATE Predicted Protein Localization Annotations dataset. | |
| MiRTarBase microRNA Targets | microRNAs targeting SERTAD4 gene in low- or high-throughput microRNA targeting studies from the MiRTarBase microRNA Targets dataset. | |
| MotifMap Predicted Transcription Factor Targets | transcription factors regulating expression of SERTAD4 gene predicted using known transcription factor binding site motifs from the MotifMap Predicted Transcription Factor Targets dataset. | |
| NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles | drug perturbations changing expression of SERTAD4 gene from the NIBR DRUG-seq U2OS MoA Box dataset. | |
| Pathway Commons Protein-Protein Interactions | interacting proteins for SERTAD4 from the Pathway Commons Protein-Protein Interactions dataset. | |
| PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations | gene perturbations changing expression of SERTAD4 gene from the PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations dataset. | |
| PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations | gene perturbations changing expression of SERTAD4 gene from the PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations dataset. | |
| PFOCR Pathway Figure Associations 2024 | pathways involving SERTAD4 protein from the Wikipathways PFOCR 2024 dataset. | |
| Roadmap Epigenomics Histone Modification Site Profiles | histone modification site profiles with high histone modification abundance at SERTAD4 gene from the Roadmap Epigenomics Histone Modification Site Profiles dataset. | |
| RummaGEO Drug Perturbation Signatures | drug perturbations changing expression of SERTAD4 gene from the RummaGEO Drug Perturbation Signatures dataset. | |
| RummaGEO Gene Perturbation Signatures | gene perturbations changing expression of SERTAD4 gene from the RummaGEO Gene Perturbation Signatures dataset. | |
| TargetScan Predicted Conserved microRNA Targets | microRNAs regulating expression of SERTAD4 gene predicted using conserved miRNA seed sequences from the TargetScan Predicted Conserved microRNA Targets dataset. | |
| TargetScan Predicted Nonconserved microRNA Targets | microRNAs regulating expression of SERTAD4 gene predicted using nonconserved miRNA seed sequences from the TargetScan Predicted Nonconserved microRNA Targets dataset. | |
| TCGA Signatures of Differentially Expressed Genes for Tumors | tissue samples with high or low expression of SERTAD4 gene relative to other tissue samples from the TCGA Signatures of Differentially Expressed Genes for Tumors dataset. | |
| TISSUES Curated Tissue Protein Expression Evidence Scores | tissues with high expression of SERTAD4 protein from the TISSUES Curated Tissue Protein Expression Evidence Scores dataset. | |
| TISSUES Curated Tissue Protein Expression Evidence Scores 2025 | tissues with high expression of SERTAD4 protein from the TISSUES Curated Tissue Protein Expression Evidence Scores 2025 dataset. | |
| TISSUES Experimental Tissue Protein Expression Evidence Scores | tissues with high expression of SERTAD4 protein in proteomics datasets from the TISSUES Experimental Tissue Protein Expression Evidence Scores dataset. | |
| TISSUES Text-mining Tissue Protein Expression Evidence Scores | tissues co-occuring with SERTAD4 protein in abstracts of biomedical publications from the TISSUES Text-mining Tissue Protein Expression Evidence Scores dataset. | |
| TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025 | tissues co-occuring with SERTAD4 protein in abstracts of biomedical publications from the TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025 dataset. | |