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: BMPR1A

Gene summary for BMPR1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BMPR1A

Gene ID

657

Gene namebone morphogenetic protein receptor type 1A
Gene Alias10q23del
Cytomap10q23.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P36894


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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
657BMPR1ACCI_1HumanCervixCC1.95e-045.46e-010.528
657BMPR1ACCI_2HumanCervixCC6.52e-047.77e-010.5249
657BMPR1ACCI_3HumanCervixCC3.18e-023.94e-010.516
657BMPR1AHTA11_3410_2000001011HumanColorectumAD1.50e-07-4.03e-010.0155
657BMPR1AHTA11_83_2000001011HumanColorectumSER9.73e-04-2.39e-01-0.1526
657BMPR1AHTA11_5212_2000001011HumanColorectumAD1.67e-02-5.75e-01-0.2061
657BMPR1AHTA11_7696_3000711011HumanColorectumAD2.08e-04-2.85e-010.0674
657BMPR1AHTA11_99999974143_84620HumanColorectumMSS6.33e-09-4.33e-010.3005
657BMPR1AA001-C-207HumanColorectumFAP3.52e-02-3.04e-010.1278
657BMPR1AA015-C-203HumanColorectumFAP1.52e-31-5.15e-01-0.1294
657BMPR1AA015-C-204HumanColorectumFAP1.45e-05-2.90e-01-0.0228
657BMPR1AA014-C-040HumanColorectumFAP3.34e-02-1.10e-01-0.1184
657BMPR1AA002-C-201HumanColorectumFAP2.11e-13-4.52e-010.0324
657BMPR1AA002-C-203HumanColorectumFAP1.67e-02-1.33e-010.2786
657BMPR1AA001-C-119HumanColorectumFAP3.18e-11-5.76e-01-0.1557
657BMPR1AA001-C-108HumanColorectumFAP3.66e-21-3.77e-01-0.0272
657BMPR1AA002-C-205HumanColorectumFAP1.69e-18-4.09e-01-0.1236
657BMPR1AA001-C-104HumanColorectumFAP4.87e-04-2.73e-010.0184
657BMPR1AA015-C-006HumanColorectumFAP1.47e-13-5.33e-01-0.0994
657BMPR1AA015-C-106HumanColorectumFAP3.87e-14-3.58e-01-0.0511
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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:00073698EsophagusESCCgastrulation115/8552185/187234.35e-064.64e-05115
GO:004586018EsophagusESCCpositive regulation of protein kinase activity219/8552386/187236.91e-066.97e-05219
GO:003367420EsophagusESCCpositive regulation of kinase activity260/8552467/187237.26e-067.22e-05260
GO:00303239EsophagusESCCrespiratory tube development112/8552181/187237.82e-067.69e-05112
GO:00071799EsophagusESCCtransforming growth factor beta receptor signaling pathway121/8552198/187238.26e-068.03e-05121
GO:00074926EsophagusESCCendoderm development54/855277/187231.20e-051.12e-0454
GO:00605417EsophagusESCCrespiratory system development123/8552203/187231.26e-051.15e-04123
GO:00303249EsophagusESCClung development109/8552177/187231.40e-051.27e-04109
GO:00488638EsophagusESCCstem cell differentiation122/8552206/187235.95e-054.59e-04122
GO:005076710EsophagusESCCregulation of neurogenesis203/8552364/187236.10e-054.68e-04203
GO:005067318EsophagusESCCepithelial cell proliferation238/8552437/187231.19e-048.20e-04238
GO:00075699EsophagusESCCcell aging81/8552132/187232.00e-041.27e-0381
GO:00017044EsophagusESCCformation of primary germ layer75/8552121/187232.17e-041.36e-0375
GO:000717810EsophagusESCCtransmembrane receptor protein serine/threonine kinase signaling pathway195/8552355/187232.58e-041.58e-03195
GO:00519606EsophagusESCCregulation of nervous system development237/8552443/187235.02e-042.78e-03237
GO:005067817EsophagusESCCregulation of epithelial cell proliferation206/8552381/187235.51e-043.02e-03206
GO:00487628EsophagusESCCmesenchymal cell differentiation133/8552236/187235.94e-043.22e-03133
GO:00485687EsophagusESCCembryonic organ development228/8552427/187237.28e-043.79e-03228
GO:00487367EsophagusESCCappendage development98/8552172/187231.83e-038.37e-0398
GO:00601737EsophagusESCClimb development98/8552172/187231.83e-038.37e-0398
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0541820CervixCCFluid shear stress and atherosclerosis50/1267139/84655.71e-101.32e-087.81e-0950
hsa043908CervixCCHippo signaling pathway40/1267157/84653.64e-041.82e-031.07e-0340
hsa05418110CervixCCFluid shear stress and atherosclerosis50/1267139/84655.71e-101.32e-087.81e-0950
hsa0439013CervixCCHippo signaling pathway40/1267157/84653.64e-041.82e-031.07e-0340
hsa05418ColorectumADFluid shear stress and atherosclerosis54/2092139/84651.41e-041.16e-037.37e-0454
hsa054181ColorectumADFluid shear stress and atherosclerosis54/2092139/84651.41e-041.16e-037.37e-0454
hsa054182ColorectumSERFluid shear stress and atherosclerosis40/1580139/84652.28e-031.75e-021.27e-0240
hsa04350ColorectumSERTGF-beta signaling pathway31/1580108/84657.00e-033.77e-022.74e-0231
hsa054183ColorectumSERFluid shear stress and atherosclerosis40/1580139/84652.28e-031.75e-021.27e-0240
hsa043501ColorectumSERTGF-beta signaling pathway31/1580108/84657.00e-033.77e-022.74e-0231
hsa054184ColorectumMSSFluid shear stress and atherosclerosis51/1875139/84656.06e-055.80e-043.55e-0451
hsa04390ColorectumMSSHippo signaling pathway48/1875157/84658.32e-033.10e-021.90e-0248
hsa054185ColorectumMSSFluid shear stress and atherosclerosis51/1875139/84656.06e-055.80e-043.55e-0451
hsa043901ColorectumMSSHippo signaling pathway48/1875157/84658.32e-033.10e-021.90e-0248
hsa054188ColorectumFAPFluid shear stress and atherosclerosis45/1404139/84653.05e-064.63e-052.81e-0545
hsa043902ColorectumFAPHippo signaling pathway41/1404157/84651.49e-037.91e-034.81e-0341
hsa054189ColorectumFAPFluid shear stress and atherosclerosis45/1404139/84653.05e-064.63e-052.81e-0545
hsa043903ColorectumFAPHippo signaling pathway41/1404157/84651.49e-037.91e-034.81e-0341
hsa0541810ColorectumCRCFluid shear stress and atherosclerosis32/1091139/84656.52e-045.89e-033.99e-0332
hsa043904ColorectumCRCHippo signaling pathway32/1091157/84655.17e-032.72e-021.84e-0232
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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
BMP7BMPR1A_ACVR2ABMP7_BMPR1A_ACVR2ABMPCervixCC
BMP7BMPR1A_BMPR2BMP7_BMPR1A_BMPR2BMPCervixCC
BMP2BMPR1A_BMPR2BMP2_BMPR1A_BMPR2BMPCRCAD
BMP4BMPR1A_BMPR2BMP4_BMPR1A_BMPR2BMPCRCAD
BMP5BMPR1A_BMPR2BMP5_BMPR1A_BMPR2BMPCRCAD
BMP6BMPR1A_BMPR2BMP6_BMPR1A_BMPR2BMPCRCAD
BMP2BMPR1A_ACVR2ABMP2_BMPR1A_ACVR2ABMPCRCADJ
BMP2BMPR1A_BMPR2BMP2_BMPR1A_BMPR2BMPCRCADJ
BMP4BMPR1A_ACVR2ABMP4_BMPR1A_ACVR2ABMPCRCADJ
BMP4BMPR1A_BMPR2BMP4_BMPR1A_BMPR2BMPCRCADJ
BMP5BMPR1A_ACVR2ABMP5_BMPR1A_ACVR2ABMPCRCADJ
BMP5BMPR1A_BMPR2BMP5_BMPR1A_BMPR2BMPCRCADJ
BMP6BMPR1A_ACVR2ABMP6_BMPR1A_ACVR2ABMPCRCADJ
BMP6BMPR1A_BMPR2BMP6_BMPR1A_BMPR2BMPCRCADJ
BMP5BMPR1A_BMPR2BMP5_BMPR1A_BMPR2BMPCRCCRC
BMP2BMPR1A_ACVR2ABMP2_BMPR1A_ACVR2ABMPCRCFAP
BMP2BMPR1A_BMPR2BMP2_BMPR1A_BMPR2BMPCRCFAP
BMP5BMPR1A_ACVR2ABMP5_BMPR1A_ACVR2ABMPCRCFAP
BMP5BMPR1A_BMPR2BMP5_BMPR1A_BMPR2BMPCRCFAP
BMP6BMPR1A_ACVR2ABMP6_BMPR1A_ACVR2ABMPCRCFAP
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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
BMPR1ASNVMissense_Mutationrs755740570c.779N>Gp.Val260Glyp.V260GP36894protein_codingdeleterious(0)probably_damaging(0.976)TCGA-A2-A25F-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
BMPR1ASNVMissense_Mutationnovelc.11N>Ap.Leu4Glnp.L4QP36894protein_codingdeleterious_low_confidence(0.02)benign(0.135)TCGA-A7-A426-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
BMPR1ASNVMissense_Mutationrs755740570c.779T>Gp.Val260Glyp.V260GP36894protein_codingdeleterious(0)probably_damaging(0.976)TCGA-BH-A1FR-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
BMPR1ASNVMissense_Mutationrs755740570c.779N>Gp.Val260Glyp.V260GP36894protein_codingdeleterious(0)probably_damaging(0.976)TCGA-D8-A1Y1-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenPD
BMPR1ASNVMissense_Mutationrs786202611c.1231G>Ap.Glu411Lysp.E411KP36894protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
BMPR1ASNVMissense_Mutationc.856G>Ap.Glu286Lysp.E286KP36894protein_codingtolerated(0.09)benign(0.246)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
BMPR1ASNVMissense_Mutationc.734N>Gp.Tyr245Cysp.Y245CP36894protein_codingdeleterious(0)probably_damaging(0.991)TCGA-AA-3833-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
BMPR1ASNVMissense_Mutationrs758309022c.1379N>Cp.Met460Thrp.M460TP36894protein_codingtolerated(0.07)possibly_damaging(0.491)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
BMPR1ASNVMissense_Mutationc.1561C>Tp.Leu521Phep.L521FP36894protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
BMPR1ASNVMissense_Mutationnovelc.55N>Gp.Ser19Alap.S19AP36894protein_codingtolerated_low_confidence(0.5)benign(0)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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
657BMPR1ASERINE THREONINE KINASE, KINASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, EXTERNAL SIDE OF PLASMA MEMBRANEinhibitor249565824
657BMPR1ASERINE THREONINE KINASE, KINASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, EXTERNAL SIDE OF PLASMA MEMBRANEinhibitor252166689
657BMPR1ASERINE THREONINE KINASE, KINASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, EXTERNAL SIDE OF PLASMA MEMBRANEinhibitor249565800
657BMPR1ASERINE THREONINE KINASE, KINASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, EXTERNAL SIDE OF PLASMA MEMBRANEinhibitor249565835
657BMPR1ASERINE THREONINE KINASE, KINASE, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, EXTERNAL SIDE OF PLASMA MEMBRANEinhibitor249565801
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