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: TMEM176B

Gene summary for TMEM176B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM176B

Gene ID

28959

Gene nametransmembrane protein 176B
Gene AliasLR8
Cytomap7q36.1
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

A0A090N7V7


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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
28959TMEM176BCA_HPV_1HumanCervixCC4.02e-15-5.38e-010.0264
28959TMEM176BCA_HPV_2HumanCervixCC2.92e-06-3.82e-010.0391
28959TMEM176BCA_HPV_3HumanCervixCC2.10e-14-5.76e-010.0414
28959TMEM176BCCI_1HumanCervixCC7.43e-15-9.57e-010.528
28959TMEM176BCCI_2HumanCervixCC2.78e-11-9.35e-010.5249
28959TMEM176BCCI_3HumanCervixCC7.71e-17-9.41e-010.516
28959TMEM176BCCII_1HumanCervixCC2.30e-26-9.57e-010.3249
28959TMEM176BTumorHumanCervixCC1.05e-51-9.54e-010.1241
28959TMEM176Bsample1HumanCervixCC1.66e-19-9.41e-010.0959
28959TMEM176Bsample3HumanCervixCC1.69e-49-9.55e-010.1387
28959TMEM176BH2HumanCervixHSIL_HPV4.58e-14-4.99e-010.0632
28959TMEM176BL1HumanCervixCC1.91e-17-7.81e-010.0802
28959TMEM176BT1HumanCervixCC2.97e-40-9.37e-010.0918
28959TMEM176BT3HumanCervixCC1.11e-50-9.54e-010.1389
28959TMEM176BHTA11_3410_2000001011HumanColorectumAD2.04e-237.39e-010.0155
28959TMEM176BHTA11_2487_2000001011HumanColorectumSER1.98e-148.41e-01-0.1808
28959TMEM176BHTA11_1938_2000001011HumanColorectumAD1.33e-271.41e+00-0.0811
28959TMEM176BHTA11_78_2000001011HumanColorectumAD3.89e-148.33e-01-0.1088
28959TMEM176BHTA11_347_2000001011HumanColorectumAD1.54e-691.72e+00-0.1954
28959TMEM176BHTA11_411_2000001011HumanColorectumSER4.57e-141.85e+00-0.2602
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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
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
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:00026837CervixCCnegative regulation of immune system process94/2311434/187232.63e-081.87e-0694
GO:190370610CervixCCregulation of hemopoiesis80/2311367/187232.14e-079.55e-0680
GO:19021056CervixCCregulation of leukocyte differentiation61/2311279/187235.16e-061.29e-0461
GO:19021064CervixCCnegative regulation of leukocyte differentiation29/2311102/187231.02e-052.29e-0429
GO:19037074CervixCCnegative regulation of hemopoiesis29/2311106/187232.29e-054.01e-0429
GO:19031314CervixCCmononuclear cell differentiation76/2311426/187235.66e-045.42e-0376
GO:20011983CervixCCregulation of dendritic cell differentiation6/231113/187232.78e-031.87e-026
GO:190370613CervixHSIL_HPVregulation of hemopoiesis35/737367/187231.35e-066.21e-0535
GO:000268312CervixHSIL_HPVnegative regulation of immune system process39/737434/187231.51e-066.60e-0539
GO:190210512CervixHSIL_HPVregulation of leukocyte differentiation28/737279/187235.84e-062.13e-0428
GO:190210612CervixHSIL_HPVnegative regulation of leukocyte differentiation11/737102/187232.24e-032.26e-0211
GO:190370712CervixHSIL_HPVnegative regulation of hemopoiesis11/737106/187233.04e-032.80e-0211
GO:190313112CervixHSIL_HPVmononuclear cell differentiation29/737426/187233.10e-032.84e-0229
GO:1903706ColorectumADregulation of hemopoiesis99/3918367/187233.08e-032.28e-0299
GO:19037061ColorectumMSSregulation of hemopoiesis89/3467367/187233.39e-032.56e-0289
GO:1903131ColorectumFAPmononuclear cell differentiation79/2622426/187235.00e-033.33e-0279
GO:19037063ColorectumFAPregulation of hemopoiesis69/2622367/187236.01e-033.78e-0269
GO:1903706110EsophagusESCCregulation of hemopoiesis201/8552367/187232.60e-041.58e-03201
GO:000268316EsophagusESCCnegative regulation of immune system process231/8552434/187238.48e-044.36e-03231
GO:19031317EsophagusESCCmononuclear cell differentiation226/8552426/187231.20e-035.88e-03226
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
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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
TMEM176BSNVMissense_Mutationnovelc.177G>Tp.Arg59Serp.R59SQ3YBM2protein_codingtolerated(0.2)benign(0.03)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM176BSNVMissense_Mutationrs141592438c.187G>Cp.Glu63Glnp.E63QQ3YBM2protein_codingtolerated(0.27)benign(0.057)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
TMEM176BSNVMissense_Mutationnovelc.723T>Gp.Asn241Lysp.N241KQ3YBM2protein_codingtolerated(0.2)benign(0.115)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
TMEM176BSNVMissense_Mutationnovelc.723N>Gp.Asn241Lysp.N241KQ3YBM2protein_codingtolerated(0.2)benign(0.115)TCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
TMEM176BinsertionFrame_Shift_Insnovelc.723_724insAAAGp.Glu242LysfsTer21p.E242Kfs*21Q3YBM2protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
TMEM176BinsertionFrame_Shift_Insnovelc.723_724insAAAGp.Glu242LysfsTer21p.E242Kfs*21Q3YBM2protein_codingTCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
TMEM176BSNVMissense_Mutationc.47G>Ap.Arg16Lysp.R16KQ3YBM2protein_codingtolerated(0.25)benign(0.003)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMEM176BSNVMissense_Mutationnovelc.61N>Gp.Thr21Alap.T21AQ3YBM2protein_codingtolerated(0.17)benign(0.007)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TMEM176BSNVMissense_Mutationrs376451849c.689N>Ap.Arg230Glnp.R230QQ3YBM2protein_codingtolerated(0.17)benign(0.06)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
TMEM176BSNVMissense_Mutationnovelc.317T>Cp.Val106Alap.V106AQ3YBM2protein_codingtolerated(1)benign(0)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
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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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