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: TMEM127

Gene summary for TMEM127

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM127

Gene ID

55654

Gene nametransmembrane protein 127
Gene AliasTMEM127
Cytomap2q11.2
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

O75204


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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
55654TMEM127HTA11_3410_2000001011HumanColorectumAD1.70e-031.01e-010.0155
55654TMEM127HTA11_2487_2000001011HumanColorectumSER9.66e-197.11e-01-0.1808
55654TMEM127HTA11_1938_2000001011HumanColorectumAD1.15e-053.92e-01-0.0811
55654TMEM127HTA11_78_2000001011HumanColorectumAD2.31e-082.72e-01-0.1088
55654TMEM127HTA11_347_2000001011HumanColorectumAD4.93e-245.61e-01-0.1954
55654TMEM127HTA11_411_2000001011HumanColorectumSER7.07e-091.24e+00-0.2602
55654TMEM127HTA11_2112_2000001011HumanColorectumSER1.12e-108.55e-01-0.2196
55654TMEM127HTA11_3361_2000001011HumanColorectumAD1.87e-083.95e-01-0.1207
55654TMEM127HTA11_83_2000001011HumanColorectumSER6.69e-052.89e-01-0.1526
55654TMEM127HTA11_696_2000001011HumanColorectumAD5.02e-184.26e-01-0.1464
55654TMEM127HTA11_866_2000001011HumanColorectumAD9.38e-092.45e-01-0.1001
55654TMEM127HTA11_1391_2000001011HumanColorectumAD1.20e-133.92e-01-0.059
55654TMEM127HTA11_2992_2000001011HumanColorectumSER3.80e-024.98e-01-0.1706
55654TMEM127HTA11_5212_2000001011HumanColorectumAD1.73e-077.16e-01-0.2061
55654TMEM127HTA11_866_3004761011HumanColorectumAD9.05e-092.84e-010.096
55654TMEM127HTA11_4255_2000001011HumanColorectumSER3.91e-043.09e-010.0446
55654TMEM127HTA11_10711_2000001011HumanColorectumAD5.51e-031.42e-010.0338
55654TMEM127HTA11_7696_3000711011HumanColorectumAD3.04e-072.67e-010.0674
55654TMEM127HTA11_7469_2000001011HumanColorectumAD5.25e-065.65e-01-0.0124
55654TMEM127HTA11_6818_2000001021HumanColorectumAD1.11e-052.59e-010.0588
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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
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
∗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:0016050ColorectumADvesicle organization101/3918300/187231.65e-077.17e-06101
GO:0007032ColorectumADendosome organization33/391882/187235.30e-059.01e-0433
GO:00160501ColorectumSERvesicle organization69/2897300/187233.59e-045.61e-0369
GO:00070321ColorectumSERendosome organization24/289782/187231.11e-031.28e-0224
GO:00160502ColorectumMSSvesicle organization93/3467300/187231.04e-074.97e-0693
GO:00070322ColorectumMSSendosome organization28/346782/187235.44e-046.07e-0328
GO:0031929ColorectumMSSTOR signaling35/3467126/187236.91e-034.44e-0235
GO:001605014EsophagusESCCvesicle organization211/8552300/187232.85e-182.87e-16211
GO:000703214EsophagusESCCendosome organization61/855282/187231.13e-071.85e-0661
GO:00319294EsophagusESCCTOR signaling79/8552126/187238.57e-056.21e-0479
GO:00320061EsophagusESCCregulation of TOR signaling63/8552104/187231.55e-037.29e-0363
GO:001605021LiverHCCvesicle organization194/7958300/187235.58e-153.97e-13194
GO:000703211LiverHCCendosome organization61/795882/187234.36e-091.15e-0761
GO:00319291LiverHCCTOR signaling78/7958126/187238.49e-069.97e-0578
GO:0032006LiverHCCregulation of TOR signaling63/7958104/187231.50e-041.20e-0363
GO:00160508Oral cavityOSCCvesicle organization189/7305300/187232.40e-172.14e-15189
GO:00070327Oral cavityOSCCendosome organization59/730582/187231.41e-093.39e-0859
GO:00319293Oral cavityOSCCTOR signaling67/7305126/187238.52e-044.50e-0367
GO:001605013Oral cavityLPvesicle organization128/4623300/187234.96e-123.98e-10128
GO:000703213Oral cavityLPendosome organization41/462382/187236.46e-071.73e-0541
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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
TMEM127SNVMissense_Mutationc.452N>Gp.Ser151Cysp.S151CO75204protein_codingdeleterious(0)probably_damaging(0.987)TCGA-A8-A08L-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
TMEM127SNVMissense_Mutationc.262N>Gp.Gln88Glup.Q88EO75204protein_codingtolerated(0.19)possibly_damaging(0.764)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TMEM127SNVMissense_Mutationrs373951977c.665C>Tp.Ala222Valp.A222VO75204protein_codingtolerated(0.69)benign(0.105)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
TMEM127SNVMissense_Mutationnovelc.247T>Cp.Phe83Leup.F83LO75204protein_codingtolerated(0.43)benign(0.031)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM127SNVMissense_Mutationrs149034651c.523N>Ap.Val175Ilep.V175IO75204protein_codingtolerated(0.38)benign(0)TCGA-AX-A05T-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM127SNVMissense_Mutationrs747098700c.664G>Ap.Ala222Thrp.A222TO75204protein_codingtolerated(0.42)benign(0.005)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
TMEM127SNVMissense_Mutationrs746883021c.379N>Tp.Arg127Cysp.R127CO75204protein_codingdeleterious(0)benign(0.001)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM127SNVMissense_Mutationnovelc.275N>Cp.Leu92Prop.L92PO75204protein_codingdeleterious(0)probably_damaging(0.991)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM127SNVMissense_Mutationrs753594901c.520N>Ap.Ala174Thrp.A174TO75204protein_codingtolerated(0.12)possibly_damaging(0.746)TCGA-EY-A1GU-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM127SNVMissense_Mutationnovelc.526N>Cp.Ser176Argp.S176RO75204protein_codingdeleterious(0.01)probably_damaging(0.986)TCGA-FI-A2D0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
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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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