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: TMEM161A

Gene summary for TMEM161A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM161A

Gene ID

54929

Gene nametransmembrane protein 161A
Gene AliasAROS-29
Cytomap19p13.11
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9NX61


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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
54929TMEM161ALZE3DHumanEsophagusHGIN4.93e-024.25e-010.0668
54929TMEM161ALZE4THumanEsophagusESCC7.74e-092.38e-010.0811
54929TMEM161ALZE7THumanEsophagusESCC5.55e-095.03e-010.0667
54929TMEM161ALZE8THumanEsophagusESCC2.25e-031.40e-010.067
54929TMEM161ALZE20THumanEsophagusESCC1.62e-071.15e-010.0662
54929TMEM161ALZE22THumanEsophagusESCC4.04e-031.62e-010.068
54929TMEM161ALZE24THumanEsophagusESCC9.74e-204.46e-010.0596
54929TMEM161ALZE21THumanEsophagusESCC1.91e-024.29e-010.0655
54929TMEM161AP1T-EHumanEsophagusESCC4.21e-084.34e-010.0875
54929TMEM161AP2T-EHumanEsophagusESCC3.81e-162.26e-010.1177
54929TMEM161AP4T-EHumanEsophagusESCC1.76e-205.39e-010.1323
54929TMEM161AP5T-EHumanEsophagusESCC7.57e-152.45e-010.1327
54929TMEM161AP8T-EHumanEsophagusESCC5.59e-203.49e-010.0889
54929TMEM161AP9T-EHumanEsophagusESCC7.38e-163.64e-010.1131
54929TMEM161AP10T-EHumanEsophagusESCC3.54e-325.33e-010.116
54929TMEM161AP11T-EHumanEsophagusESCC3.93e-175.13e-010.1426
54929TMEM161AP12T-EHumanEsophagusESCC5.02e-366.38e-010.1122
54929TMEM161AP15T-EHumanEsophagusESCC1.85e-244.70e-010.1149
54929TMEM161AP16T-EHumanEsophagusESCC2.67e-214.16e-010.1153
54929TMEM161AP17T-EHumanEsophagusESCC1.33e-164.87e-010.1278
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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
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:200102211LiverHCCpositive regulation of response to DNA damage stimulus64/7958105/187231.03e-048.88e-0464
GO:00346441LiverHCCcellular response to UV56/795890/187231.25e-041.03e-0356
GO:00714782LiverHCCcellular response to radiation104/7958186/187231.48e-041.19e-03104
GO:0009411LiverHCCresponse to UV85/7958149/187232.34e-041.77e-0385
GO:00062824LiverHCCregulation of DNA repair74/7958130/187236.27e-043.89e-0374
GO:000863011LiverHCCintrinsic apoptotic signaling pathway in response to DNA damage58/795899/187238.97e-045.29e-0358
GO:00093146LiverHCCresponse to radiation223/7958456/187233.08e-031.43e-02223
GO:00457393LiverHCCpositive regulation of DNA repair43/795873/187233.43e-031.55e-0243
GO:200123320Oral cavityOSCCregulation of apoptotic signaling pathway242/7305356/187236.66e-293.24e-26242
GO:009719320Oral cavityOSCCintrinsic apoptotic signaling pathway202/7305288/187234.64e-271.73e-24202
GO:000697920Oral cavityOSCCresponse to oxidative stress273/7305446/187238.35e-221.65e-19273
GO:200124220Oral cavityOSCCregulation of intrinsic apoptotic signaling pathway123/7305164/187235.71e-219.77e-19123
GO:200123420Oral cavityOSCCnegative regulation of apoptotic signaling pathway148/7305224/187231.71e-161.36e-14148
GO:006219720Oral cavityOSCCcellular response to chemical stress204/7305337/187236.89e-165.19e-14204
GO:003459920Oral cavityOSCCcellular response to oxidative stress173/7305288/187232.90e-131.43e-11173
GO:005105210Oral cavityOSCCregulation of DNA metabolic process207/7305359/187234.45e-132.17e-11207
GO:200124320Oral cavityOSCCnegative regulation of intrinsic apoptotic signaling pathway73/730598/187239.33e-134.22e-1173
GO:005105414Oral cavityOSCCpositive regulation of DNA metabolic process126/7305201/187238.12e-123.01e-10126
GO:000863018Oral cavityOSCCintrinsic apoptotic signaling pathway in response to DNA damage72/730599/187239.50e-123.50e-1072
GO:00094114Oral cavityOSCCresponse to UV99/7305149/187231.01e-113.70e-1099
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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
TMEM161ASNVMissense_Mutationc.570N>Tp.Glu190Aspp.E190DQ9NX61protein_codingtolerated(1)benign(0.005)TCGA-A2-A0ET-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
TMEM161ASNVMissense_Mutationc.1312N>Gp.Leu438Valp.L438VQ9NX61protein_codingdeleterious(0.04)possibly_damaging(0.836)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TMEM161ASNVMissense_Mutationrs530025077c.577N>Ap.Glu193Lysp.E193KQ9NX61protein_codingdeleterious(0.04)probably_damaging(0.995)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM161ASNVMissense_Mutationrs72993472c.682C>Tp.Arg228Cysp.R228CQ9NX61protein_codingdeleterious(0.01)probably_damaging(0.947)TCGA-BH-A5IZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
TMEM161ASNVMissense_Mutationc.1030N>Tp.Arg344Trpp.R344WQ9NX61protein_codingtolerated(0.07)benign(0.003)TCGA-A6-A567-01Colorectumcolon adenocarcinomaMale<65III/IVUnknownUnknownPD
TMEM161ASNVMissense_Mutationrs549197484c.656N>Tp.Ala219Valp.A219VQ9NX61protein_codingtolerated(0.13)benign(0.005)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
TMEM161ASNVMissense_Mutationc.904C>Tp.Arg302Cysp.R302CQ9NX61protein_codingdeleterious(0.01)benign(0.289)TCGA-D5-6927-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
TMEM161ASNVMissense_Mutationrs372352382c.1249N>Ap.Ala417Thrp.A417TQ9NX61protein_codingtolerated(0.52)benign(0.001)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMEM161ASNVMissense_Mutationnovelc.610N>Gp.Thr204Alap.T204AQ9NX61protein_codingtolerated(0.09)benign(0.081)TCGA-AG-A014-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
TMEM161ASNVMissense_Mutationrs772837226c.145C>Tp.Arg49Trpp.R49WQ9NX61protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-A5-A0G2-01Endometriumuterine 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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