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: INHBB

Gene summary for INHBB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

INHBB

Gene ID

3625

Gene nameinhibin subunit beta B
Gene AliasINHBB
Cytomap2q14.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P09529


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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
3625INHBBLZE4THumanEsophagusESCC3.06e-091.39e-010.0811
3625INHBBP2T-EHumanEsophagusESCC5.47e-336.38e-010.1177
3625INHBBP4T-EHumanEsophagusESCC1.83e-145.46e-010.1323
3625INHBBP5T-EHumanEsophagusESCC4.13e-041.28e-010.1327
3625INHBBP8T-EHumanEsophagusESCC3.57e-304.78e-010.0889
3625INHBBP10T-EHumanEsophagusESCC5.85e-092.52e-010.116
3625INHBBP12T-EHumanEsophagusESCC2.47e-083.17e-010.1122
3625INHBBP15T-EHumanEsophagusESCC3.04e-035.16e-020.1149
3625INHBBP16T-EHumanEsophagusESCC4.47e-093.26e-010.1153
3625INHBBP20T-EHumanEsophagusESCC2.78e-102.66e-010.1124
3625INHBBP21T-EHumanEsophagusESCC2.20e-031.08e-010.1617
3625INHBBP22T-EHumanEsophagusESCC9.36e-448.61e-010.1236
3625INHBBP24T-EHumanEsophagusESCC2.43e-061.92e-010.1287
3625INHBBP26T-EHumanEsophagusESCC8.72e-038.30e-020.1276
3625INHBBP28T-EHumanEsophagusESCC3.35e-163.34e-010.1149
3625INHBBP30T-EHumanEsophagusESCC2.55e-118.17e-010.137
3625INHBBP31T-EHumanEsophagusESCC9.91e-458.15e-010.1251
3625INHBBP32T-EHumanEsophagusESCC4.09e-028.90e-020.1666
3625INHBBP44T-EHumanEsophagusESCC7.18e-031.87e-010.1096
3625INHBBP52T-EHumanEsophagusESCC7.03e-103.10e-010.1555
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:2001233111EsophagusESCCregulation of apoptotic signaling pathway256/8552356/187234.11e-241.04e-21256
GO:0071496111EsophagusESCCcellular response to external stimulus215/8552320/187234.29e-152.43e-13215
GO:0031668111EsophagusESCCcellular response to extracellular stimulus168/8552246/187234.93e-132.23e-11168
GO:0031669110EsophagusESCCcellular response to nutrient levels148/8552215/187234.58e-121.76e-10148
GO:0031667111EsophagusESCCresponse to nutrient levels289/8552474/187239.25e-123.47e-10289
GO:0044403111EsophagusESCCbiological process involved in symbiotic interaction186/8552290/187231.43e-104.16e-09186
GO:0009267110EsophagusESCCcellular response to starvation110/8552156/187232.63e-107.37e-09110
GO:2001235110EsophagusESCCpositive regulation of apoptotic signaling pathway92/8552126/187233.91e-101.05e-0892
GO:004259419EsophagusESCCresponse to starvation133/8552197/187234.31e-101.14e-08133
GO:0061458110EsophagusESCCreproductive system development247/8552427/187232.24e-073.42e-06247
GO:004860818EsophagusESCCreproductive structure development245/8552424/187232.82e-074.14e-06245
GO:190165319EsophagusESCCcellular response to peptide208/8552359/187231.68e-062.01e-05208
GO:0043434111EsophagusESCCresponse to peptide hormone234/8552414/187234.93e-065.21e-05234
GO:003286918EsophagusESCCcellular response to insulin stimulus124/8552203/187236.63e-066.75e-05124
GO:003286818EsophagusESCCresponse to insulin156/8552264/187237.21e-067.20e-05156
GO:00454449EsophagusESCCfat cell differentiation135/8552229/187233.38e-052.78e-04135
GO:007137516EsophagusESCCcellular response to peptide hormone stimulus166/8552290/187234.48e-053.55e-04166
GO:000717810EsophagusESCCtransmembrane receptor protein serine/threonine kinase signaling pathway195/8552355/187232.58e-041.58e-03195
GO:00512244EsophagusESCCnegative regulation of protein transport74/8552127/187232.86e-031.21e-0274
GO:19049505EsophagusESCCnegative regulation of establishment of protein localization76/8552131/187232.96e-031.24e-0276
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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
INHBBACVR1B_ACVR2AINHBB_ACVR1B_ACVR2AACTIVINCervixCC
INHBBACVR1B_ACVR2AINHBB_ACVR1B_ACVR2AACTIVINCRCMSI-H
INHBBACVR1B_ACVR2BINHBB_ACVR1B_ACVR2BACTIVINCRCMSI-H
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
INHBBSNVMissense_Mutationrs148176831c.769N>Ap.Glu257Lysp.E257KP09529protein_codingdeleterious(0.05)benign(0.139)TCGA-D8-A1J9-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
INHBBSNVMissense_Mutationc.983A>Gp.Tyr328Cysp.Y328CP09529protein_codingdeleterious(0)probably_damaging(0.926)TCGA-R2-A69V-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
INHBBSNVMissense_Mutationrs201621303c.854G>Ap.Ser285Asnp.S285NP09529protein_codingtolerated(0.55)benign(0.001)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
INHBBSNVMissense_Mutationrs779417932c.467G>Ap.Arg156Glnp.R156QP09529protein_codingtolerated(0.41)benign(0.066)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
INHBBSNVMissense_Mutationc.812N>Tp.Ser271Leup.S271LP09529protein_codingdeleterious(0)probably_damaging(0.971)TCGA-DM-A0X9-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
INHBBSNVMissense_Mutationrs371205927c.1076G>Ap.Arg359Hisp.R359HP09529protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A5-A0R8-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownPD
INHBBSNVMissense_Mutationnovelc.784N>Tp.Pro262Serp.P262SP09529protein_codingtolerated(0.15)probably_damaging(0.997)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
INHBBSNVMissense_Mutationrs144228850c.841N>Tp.Arg281Trpp.R281WP09529protein_codingdeleterious(0)probably_damaging(0.929)TCGA-AJ-A3NE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
INHBBSNVMissense_Mutationrs780625208c.667N>Tp.Arg223Cysp.R223CP09529protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
INHBBSNVMissense_Mutationrs770683310c.695C>Tp.Thr232Metp.T232MP09529protein_codingdeleterious(0)probably_damaging(0.941)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
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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
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