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Center for Computational Systems Medicine
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Gene summary

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Datasets with differential expression of this gene

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Expression of this gene in the resistant group across all datasets and cell types

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Significant ligand-receptor pairs related to this gene (This gene does not contain this module)

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Known drug resistance mechanisms of this gene

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MicroRNAs (miRNAs) regulating this gene

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Motifs and transcription factors (TFs) regulating this gene

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Acts as a transcription factor (This gene does not contain this module)

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Acts as a drug target

Gene: TGFBR1

Summary for TGFBR1

Gene informationGene symbol

TGFBR1

Ensembl ID

ENSG00000106799

Entrez ID

7046

Gene nametransforming growth factor beta receptor 1
SynonymsACVRLK4|ALK-5|ALK5|ESS1|MSSE|TBR-i|TBRI
Gene typeprotein_coding
UniProtAcc

NA


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Dataset with differentially expressed gene: TGFBR1

check buttonDifferentially expression genes between the resistant and sensitive groups. A positive avg_log2FC represents significantly high expression in the resistant group, while a negative avg_log2FC represents significantly low expression in the resistant group.
DatasetSourceTissueCancer type level1Cancer type level2Drug typeRegimenTimepointCell typeavg_log2FCp_val_adj

GSE169246_PacAteTissue

patientsTumor tissueBreast cancerAdvanced triple-negative breast cancer (TNBC)Immunotherapyatezolizumab + paclitaxelpreMono/Macro0.3341886.35e-26

GSE175716

PDXTumor tissueLiver cancerAdvanced hepatocellular carcinomaTargeted therapysorafenibNAMalignant cells-0.5548040.00e+00

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Expression of TGFBR1 in the resistant group across all datasets and cell types

check buttonRed dots represent significantly high expression in the resistant group, while blue dots represent significantly low expression in the resistant group. White dots represent that there is no significant difference in the expression of this gene between the resistant and sensitive groups. Blank represents that this cell type is not present in this dataset. (If the image exists, the user can click on it to enlarge it in a new window.)
boxplot

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Significant ligand-receptor pairs related to TGFBR1

check buttonThis table shows the significant ligand-receptor pairs related to this gene across all datasets, timepoints and conditions. (Complete files can be downloaded from the download section.)

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Known drug resistance mechanisms of this gene

check buttonThis table shows the known drug resistance mechanisms of this gene. Clicking on this gene will link to another database that displays more drug resistance-related information.
Gene symbolMechanism

TGFBR1

Regulation by the Disease Microenvironment

TGFBR1

Unusual Activation of Pro-survival Pathway
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MicroRNAs (miRNA) regulating TGFBR1

check buttonThis table shows the miRNAs with a score of more than 80 regulating this gene. (Complete files can be downloaded from the download section.)
Gene symbolmiRNAScoreGeneBank accession
TGFBR1hsa-let-7i-5p92.0031NM_001130916
TGFBR1hsa-miR-98-5p92.0031NM_001130916
TGFBR1hsa-let-7c-5p92.0031NM_001130916
TGFBR1hsa-let-7a-5p92.0031NM_001130916
TGFBR1hsa-let-7e-5p92.0031NM_001130916
TGFBR1hsa-let-7g-5p92.0031NM_001130916
TGFBR1hsa-let-7b-5p92.0031NM_001130916
TGFBR1hsa-miR-429791.5163NM_001130916
TGFBR1hsa-miR-888-3p91.4538NM_001130916
TGFBR1hsa-miR-1250-3p90.8975NM_001130916
TGFBR1hsa-miR-616-5p90.7047NM_001130916
TGFBR1hsa-miR-373-5p90.7047NM_001130916
TGFBR1hsa-miR-371b-5p90.7047NM_001130916
TGFBR1hsa-miR-651-3p90.4915NM_001130916
TGFBR1hsa-miR-391090.351NM_001130916
TGFBR1hsa-miR-187-5p89.5721NM_001130916
TGFBR1hsa-miR-130a-3p89.3659NM_001130916
TGFBR1hsa-miR-142-3p88.8354NM_001130916
TGFBR1hsa-miR-445888.746NM_001130916
TGFBR1hsa-let-7d-5p88.746NM_001130916
TGFBR1hsa-miR-770288.7097NM_001130916
TGFBR1hsa-miR-314888.6259NM_001130916
TGFBR1hsa-miR-130b-3p88.5185NM_001130916
TGFBR1hsa-miR-3152-3p88.4478NM_001130916
TGFBR1hsa-miR-454-3p88.2203NM_001130916
TGFBR1hsa-miR-443888.0814NM_001130916
TGFBR1hsa-miR-7151-3p87.8176NM_001130916
TGFBR1hsa-miR-6742-3p87.0147NM_001130916
TGFBR1hsa-miR-5581-5p86.9789NM_001130916
TGFBR1hsa-miR-6738-3p86.8721NM_001130916
TGFBR1hsa-miR-331-3p86.7659NM_001130916
TGFBR1hsa-miR-153-5p86.637NM_001130916
TGFBR1hsa-miR-624-5p86.5125NM_001130916
TGFBR1hsa-miR-6892-3p86.2998NM_001130916
TGFBR1hsa-miR-6730-3p86.1592NM_001130916
TGFBR1hsa-miR-4999-3p85.8339NM_001130916
TGFBR1hsa-miR-452685.703NM_001130916
TGFBR1hsa-miR-366085.703NM_001130916
TGFBR1hsa-miR-6831-5p85.3581NM_001130916
TGFBR1hsa-miR-3927-3p85.3581NM_001130916
TGFBR1hsa-miR-125885.1844NM_001130916
TGFBR1hsa-miR-6739-5p85.0623NM_001130916
TGFBR1hsa-miR-6733-5p85.0623NM_001130916
TGFBR1hsa-miR-3156-5p84.6247NM_001130916
TGFBR1hsa-miR-557284.5566NM_001130916
TGFBR1hsa-miR-17-3p84.4629NM_001130916
TGFBR1hsa-miR-7849-3p84.3654NM_001130916
TGFBR1hsa-miR-998684.1196NM_001130916
TGFBR1hsa-miR-129484.1196NM_001130916
TGFBR1hsa-miR-548ao-5p83.9959NM_001130916
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Motifs and transcription factors (TFs) regulating TGFBR1

check buttonThis table shows the Motifs and transcription factors (TFs) regulating this gene. (Complete files can be downloaded from the download section.)
Gene symbolmotifTF_highConf
TGFBR1metacluster_135.11NR2C2 (directAnnotation).
TGFBR1metacluster_135.10MBD2; MBD2; MECP2; MECP2 (directAnnotation).
TGFBR1tfdimers__MD00038TFAP2C (directAnnotation).
TGFBR1metacluster_144.3ZNF704; ZNF704 (directAnnotation).
TGFBR1metacluster_7.13ZFX (directAnnotation).
TGFBR1kznf__ZNF730_Imbeault2017_RP_RCADEZNF730 (directAnnotation).
TGFBR1cisbp__M00968MTF2 (directAnnotation).
TGFBR1metacluster_155.23BCL11B; ZNF711; ZNF711 (directAnnotation). ZFY (inferredBy_Orthology).
TGFBR1metacluster_160.20JUND; PRDM15 (directAnnotation).
TGFBR1cisbp__M00341PAX6 (directAnnotation).
TGFBR1metacluster_198.3ZFP64 (directAnnotation).
TGFBR1metacluster_141.5NR3C1; THAP1; YY1; YY1; YY1; YY1; YY1; YY1; YY1; YY1; YY1; YY1; YY1; YY1; YY2; YY2; ZNF597 (directAnnotation). YY1; YY1; YY1; YY2; ZFP42 (inferredBy_Orthology).
TGFBR1metacluster_151.1KAT7; PML; SMAD5; TAF1; ZFP37; ZGPAT; ZNF519; ZNF519; ZNF571; ZNF770; ZNF770; ZNF770; ZSCAN22; ZSCAN22 (directAnnotation).
TGFBR1jaspar__MA0185.1DEAF1 (inferredBy_Orthology).
TGFBR1metacluster_61.1DEAF1; DEAF1 (directAnnotation).
TGFBR1cisbp__M00788ZFY (inferredBy_Orthology).
TGFBR1kznf__ZNF213_Schmitges2016_RCADEZNF213 (directAnnotation).
TGFBR1metacluster_175.1ZNF283 (directAnnotation).
TGFBR1hdpi__ZNF304ZNF304 (directAnnotation).
TGFBR1transfac_pro__M02844BCL6B (inferredBy_Orthology).
TGFBR1metacluster_125.2TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2B; TFAP2B; TFAP2B; TFAP2B; TFAP2B; TFAP2B; TFAP2B; TFAP2B; TFAP2C; TFAP2C; TFAP2C; TFAP2C; TFAP2C; TFAP2C; TFAP2C; TFAP2C; TFAP2C; TFAP2C; TFAP2C; TFAP2C; TFAP2C; TFAP2C; TFAP2D; TFAP2D; TFAP2D; TFAP2E; TFAP2E; TFAP2E; TFAP2E; TFAP2E; TFAP2E; ZNF611; ZNF611 (directAnnotation). TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2A; TFAP2B; TFAP2B; TFAP2B; TFAP2B; TFAP2B; TFAP2B; TFAP2B; TFAP2B; TFAP2B; TFAP2C; TFAP2C; TFAP2C; TFAP2C; TFAP2C; TFAP2C; TFAP2C; TFAP2C; TFAP2C; TFAP2C; TFAP2D; TFAP2D; TFAP2D; TFAP2D; TFAP2D; TFAP2D; TFAP2E; TFAP2E; TFAP2E; TFAP2E; TFAP2E; TFAP2E; TFAP2E (inferredBy_Orthology).
TGFBR1metacluster_133.1ZNF304; ZNF304; ZSCAN22 (directAnnotation).
TGFBR1transfac_pro__M01199TRIM28 (directAnnotation).
TGFBR1kznf__ZNF682_Isakova2017_SMiLE-seqZNF682 (directAnnotation).
TGFBR1metacluster_151.2ZNF23 (directAnnotation).
TGFBR1transfac_public__M00189TFAP2A; TFAP2B; TFAP2C (directAnnotation).
TGFBR1transfac_pro__M01219SP1 (directAnnotation). SP3 (inferredBy_Orthology).
TGFBR1transfac_pro__M03806ZBTB7C (directAnnotation).
TGFBR1transfac_pro__M00915TFAP2A; TFAP2B; TFAP2C (directAnnotation).
TGFBR1transfac_pro__M05898ZSCAN4 (directAnnotation).
TGFBR1transfac_pro__M06048ZNF208 (directAnnotation).
TGFBR1transfac_pro__M06506ZFP62 (directAnnotation).
TGFBR1jaspar__MA0035.4GATA1 (directAnnotation).
TGFBR1transfac_pro__M06728PRDM5 (directAnnotation).
TGFBR1transfac_pro__M05842ZBTB41 (inferredBy_Orthology).
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Acts as a transcription factor

check buttonThis table shows that this differential gene acts as a transcription factor.

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Acts as a drug target

check buttonThis table shows that this differential gene acts as a drug target.
Target nameDrug nameDrug IDDrug type
TGFBR1"2-(6-methylpyridin-2-yl)-N-pyridin-4-ylquinazolin-4-amine"

DB07267

small molecule
TGFBR1"3-(4-Fluorophenyl)-2-(6-Methylpyridin-2-Yl)-5,6-Dihydro-4h-Pyrrolo[1,2-B]Pyrazole"

DB04480

small molecule
TGFBR1"4-(3-Pyridin-2-Yl-1h-Pyrazol-4-Yl)Quinoline"

DB03921

small molecule
TGFBR1"Fostamatinib"

DB12010

small molecule
TGFBR1"N-1H-indazol-5-yl-2-(6-methylpyridin-2-yl)quinazolin-4-amine"

DB08450

small molecule
TGFBR1"N-[4-(5-fluoro-6-methylpyridin-2-yl)-5-quinoxalin-6-yl-1H-imidazol-2-yl]acetamide"

DB07152

small molecule
TGFBR1"Naphthyridine Inhibitor"

DB04434

small molecule
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1"Sun X, Zhang Y, Li H, Zhou Y, Shi S, Chen Z, He X, Zhang H, Li F, Yin J, Mou M, Wang Y, Qiu Y, Zhu F. DRESIS: the first comprehensive landscape of drug resistance information. Nucleic Acids Res. 2023 Jan 6;51(D1):D1263-D1275. doi: 10.1093/nar/gkac812. PMID: 36243960; PMCID: PMC9825618."
2"Wishart DS, Feunang YD, Guo AC, Lo EJ, Marcu A, Grant JR, Sajed T, Johnson D, Li C, Sayeeda Z, Assempour N, Iynkkaran I, Liu Y, Maciejewski A, Gale N, Wilson A, Chin L, Cummings R, Le D, Pon A, Knox C, Wilson M. DrugBank 5.0: a major update to the DrugBank database for 2018. Nucleic Acids Res. 2018 Jan 4;46(D1):D1074-D1082. doi: 10.1093/nar/gkx1037. PMID: 29126136; PMCID: PMC5753335."