Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: ACVR1B

Gene summary for ACVR1B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACVR1B

Gene ID

91

Gene nameactivin A receptor type 1B
Gene AliasACTRIB
Cytomap12q13.13
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P36896


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
91ACVR1BHTA11_347_2000001011HumanColorectumAD2.66e-227.87e-01-0.1954
91ACVR1BHTA11_696_2000001011HumanColorectumAD2.25e-033.86e-01-0.1464
91ACVR1BHTA11_1391_2000001011HumanColorectumAD7.81e-033.79e-01-0.059
91ACVR1BA015-C-203HumanColorectumFAP5.60e-16-3.65e-01-0.1294
91ACVR1BA015-C-204HumanColorectumFAP1.08e-03-2.63e-01-0.0228
91ACVR1BA002-C-201HumanColorectumFAP1.21e-09-2.81e-010.0324
91ACVR1BA002-C-203HumanColorectumFAP2.30e-02-5.42e-020.2786
91ACVR1BA001-C-119HumanColorectumFAP5.59e-08-3.74e-01-0.1557
91ACVR1BA001-C-108HumanColorectumFAP2.88e-06-2.61e-01-0.0272
91ACVR1BA002-C-205HumanColorectumFAP7.65e-17-3.84e-01-0.1236
91ACVR1BA001-C-104HumanColorectumFAP2.12e-02-1.76e-010.0184
91ACVR1BA015-C-006HumanColorectumFAP3.84e-11-4.01e-01-0.0994
91ACVR1BA015-C-106HumanColorectumFAP3.92e-07-2.60e-01-0.0511
91ACVR1BA002-C-114HumanColorectumFAP2.50e-13-3.20e-01-0.1561
91ACVR1BA015-C-104HumanColorectumFAP4.64e-19-4.22e-01-0.1899
91ACVR1BA001-C-014HumanColorectumFAP2.77e-09-2.54e-010.0135
91ACVR1BA002-C-016HumanColorectumFAP1.58e-18-3.06e-010.0521
91ACVR1BA015-C-002HumanColorectumFAP1.12e-07-3.19e-01-0.0763
91ACVR1BA001-C-203HumanColorectumFAP2.05e-06-2.27e-01-0.0481
91ACVR1BA002-C-116HumanColorectumFAP2.58e-25-4.08e-01-0.0452
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0034101ColorectumADerythrocyte homeostasis51/3918129/187231.07e-063.59e-0551
GO:0030099ColorectumADmyeloid cell differentiation119/3918381/187231.24e-064.01e-05119
GO:0016049ColorectumADcell growth143/3918482/187232.83e-068.09e-05143
GO:0002262ColorectumADmyeloid cell homeostasis57/3918157/187236.17e-061.56e-0457
GO:0001558ColorectumADregulation of cell growth124/3918414/187237.67e-061.86e-04124
GO:0048872ColorectumADhomeostasis of number of cells87/3918272/187231.16e-052.61e-0487
GO:0001667ColorectumADameboidal-type cell migration137/3918475/187232.17e-054.33e-04137
GO:0030218ColorectumADerythrocyte differentiation45/3918120/187232.22e-054.39e-0445
GO:0001701ColorectumADin utero embryonic development110/3918367/187232.36e-054.62e-04110
GO:0046777ColorectumADprotein autophosphorylation74/3918227/187232.48e-054.76e-0474
GO:0097191ColorectumADextrinsic apoptotic signaling pathway68/3918219/187232.64e-043.27e-0368
GO:0045646ColorectumADregulation of erythrocyte differentiation20/391847/187236.54e-046.75e-0320
GO:0007178ColorectumADtransmembrane receptor protein serine/threonine kinase signaling pathway99/3918355/187239.92e-049.28e-0399
GO:0018210ColorectumADpeptidyl-threonine modification40/3918125/187232.44e-031.88e-0240
GO:1903706ColorectumADregulation of hemopoiesis99/3918367/187233.08e-032.28e-0299
GO:0045637ColorectumADregulation of myeloid cell differentiation61/3918210/187233.17e-032.35e-0261
GO:0018107ColorectumADpeptidyl-threonine phosphorylation37/3918116/187233.68e-032.61e-0237
GO:0045926ColorectumADnegative regulation of growth70/3918249/187234.07e-032.83e-0270
GO:0008544ColorectumADepidermis development87/3918324/187235.99e-033.76e-0287
GO:00160493ColorectumFAPcell growth112/2622482/187232.40e-082.30e-06112
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa043507EsophagusESCCTGF-beta signaling pathway69/4205108/84651.92e-035.54e-032.84e-0369
hsa0435014EsophagusESCCTGF-beta signaling pathway69/4205108/84651.92e-035.54e-032.84e-0369
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
INHBAACVR1B_ACVR2AINHBA_ACVR1B_ACVR2AACTIVINCervixCC
INHBBACVR1B_ACVR2AINHBB_ACVR1B_ACVR2AACTIVINCervixCC
TGFB1ACVR1B_TGFbR2TGFB1_ACVR1B_TGFBR2TGFbCRCAD
TGFB1ACVR1B_TGFbR2TGFB1_ACVR1B_TGFBR2TGFbCRCCRC
TGFB1ACVR1B_TGFbR2TGFB1_ACVR1B_TGFBR2TGFbCRCMSI-H
INHBBACVR1B_ACVR2AINHBB_ACVR1B_ACVR2AACTIVINCRCMSI-H
INHBBACVR1B_ACVR2BINHBB_ACVR1B_ACVR2BACTIVINCRCMSI-H
TGFB1ACVR1B_TGFbR2TGFB1_ACVR1B_TGFBR2TGFbEndometriumAEH
TGFB1ACVR1B_TGFbR2TGFB1_ACVR1B_TGFBR2TGFbLiverHealthy
INHBCACVR1B_ACVR2AINHBC_ACVR1B_ACVR2AACTIVINLiverHealthy
INHBCACVR1B_ACVR2BINHBC_ACVR1B_ACVR2BACTIVINLiverHealthy
TGFB1ACVR1B_TGFbR2TGFB1_ACVR1B_TGFBR2TGFbLiverPrecancer
TGFB1ACVR1B_TGFbR2TGFB1_ACVR1B_TGFBR2TGFbTHCACancer
TGFB2ACVR1B_TGFbR2TGFB2_ACVR1B_TGFBR2TGFbTHCACancer
TGFB3ACVR1B_TGFbR2TGFB3_ACVR1B_TGFBR2TGFbTHCACancer
INHBAACVR1B_ACVR2AINHBA_ACVR1B_ACVR2AACTIVINTHCACancer
INHBBACVR1B_ACVR2AINHBB_ACVR1B_ACVR2AACTIVINTHCACancer
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
ACVR1BSNVMissense_Mutationc.804N>Gp.Asp268Glup.D268EP36896protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A2-A04R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolSD
ACVR1BSNVMissense_Mutationc.1550N>Ap.Cys517Tyrp.C517YP36896protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A8-A08T-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ACVR1BSNVMissense_Mutationrs534565647c.1021N>Gp.Thr341Alap.T341AP36896protein_codingdeleterious(0.01)benign(0.287)TCGA-D8-A13Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ACVR1BSNVMissense_Mutationc.1035N>Tp.Met345Ilep.M345IP36896protein_codingdeleterious(0.02)benign(0.373)TCGA-E2-A159-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ACVR1BSNVMissense_Mutationc.1359N>Cp.Glu453Aspp.E453DP36896protein_codingdeleterious(0)probably_damaging(0.997)TCGA-E2-A159-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ACVR1BSNVMissense_Mutationnovelc.1430C>Gp.Ser477Cysp.S477CP36896protein_codingdeleterious(0)possibly_damaging(0.463)TCGA-OL-A6VQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ACVR1BinsertionFrame_Shift_Insnovelc.51_52insGATTGGAAACCACTTAGACGGACTGGGTGGGGTGTGCp.Leu18AspfsTer42p.L18Dfs*42P36896protein_codingTCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ACVR1BinsertionNonsense_Mutationnovelc.271_272insTGTAAGTACACGCTGTGAGGTTCACACAp.Arg91LeufsTer2p.R91Lfs*2P36896protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ACVR1BinsertionFrame_Shift_Insnovelc.1570_1571insGTCTTAAGAGTGTTCAGGGGAACAGGCTTp.Ala524GlyfsTer13p.A524Gfs*13P36896protein_codingTCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ACVR1BSNVMissense_Mutationrs753911333c.1367N>Ap.Arg456Glnp.R456QP36896protein_codingdeleterious(0)possibly_damaging(0.526)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
91ACVR1BSERINE THREONINE KINASE, CELL SURFACE, KINASE, ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLEinhibitor249565824
91ACVR1BSERINE THREONINE KINASE, CELL SURFACE, KINASE, ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLEinhibitor249565787VACTOSERTIB
91ACVR1BSERINE THREONINE KINASE, CELL SURFACE, KINASE, ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLEinhibitor223366128GALUNISERTIB
91ACVR1BSERINE THREONINE KINASE, CELL SURFACE, KINASE, ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLEUS10030004, Compound 11a
91ACVR1BSERINE THREONINE KINASE, CELL SURFACE, KINASE, ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLEinhibitor404859109
91ACVR1BSERINE THREONINE KINASE, CELL SURFACE, KINASE, ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLEUS10030004, Compound 19
91ACVR1BSERINE THREONINE KINASE, CELL SURFACE, KINASE, ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLEBDBM108945
91ACVR1BSERINE THREONINE KINASE, CELL SURFACE, KINASE, ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLEUS9682983, 1
91ACVR1BSERINE THREONINE KINASE, CELL SURFACE, KINASE, ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLEUS10030004, Compound 33
91ACVR1BSERINE THREONINE KINASE, CELL SURFACE, KINASE, ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLEinhibitor249565800
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