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: TMEM254

Gene summary for TMEM254

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM254

Gene ID

80195

Gene nametransmembrane protein 254
Gene AliasC10orf57
Cytomap10q22.3
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

B4DU43


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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
80195TMEM254HTA11_78_2000001011HumanColorectumAD1.25e-042.87e-01-0.1088
80195TMEM254HTA11_347_2000001011HumanColorectumAD4.09e-113.54e-01-0.1954
80195TMEM254HTA11_1391_2000001011HumanColorectumAD5.15e-032.40e-01-0.059
80195TMEM254HTA11_7862_2000001011HumanColorectumAD4.35e-043.43e-01-0.0179
80195TMEM254HTA11_7663_2000001011HumanColorectumSER3.24e-043.62e-010.0131
80195TMEM254HTA11_99999970781_79442HumanColorectumMSS8.96e-083.48e-010.294
80195TMEM254HTA11_99999965104_69814HumanColorectumMSS2.69e-063.14e-010.281
80195TMEM254HTA11_99999971662_82457HumanColorectumMSS3.38e-022.23e-010.3859
80195TMEM254LZE4THumanEsophagusESCC7.05e-124.00e-010.0811
80195TMEM254LZE8THumanEsophagusESCC5.56e-071.87e-010.067
80195TMEM254LZE24THumanEsophagusESCC1.06e-154.77e-010.0596
80195TMEM254P1T-EHumanEsophagusESCC3.40e-041.66e-010.0875
80195TMEM254P2T-EHumanEsophagusESCC2.53e-367.01e-010.1177
80195TMEM254P4T-EHumanEsophagusESCC1.99e-276.30e-010.1323
80195TMEM254P5T-EHumanEsophagusESCC7.24e-142.48e-010.1327
80195TMEM254P8T-EHumanEsophagusESCC2.32e-152.06e-010.0889
80195TMEM254P9T-EHumanEsophagusESCC7.76e-049.88e-020.1131
80195TMEM254P10T-EHumanEsophagusESCC3.30e-182.79e-010.116
80195TMEM254P11T-EHumanEsophagusESCC1.39e-114.93e-010.1426
80195TMEM254P12T-EHumanEsophagusESCC5.40e-234.31e-010.1122
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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
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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
TMEM254SNVMissense_Mutationnovelc.64A>Cp.Thr22Prop.T22PQ8TBM7protein_codingdeleterious(0.02)benign(0.202)TCGA-D8-A1JM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyHormone TherapydoxorubicineSD
TMEM254SNVMissense_Mutationrs144946848c.349N>Tp.Arg117Trpp.R117WQ8TBM7protein_codingdeleterious(0)benign(0.409)TCGA-C5-A1BJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TMEM254SNVMissense_Mutationrs777639712c.355C>Tp.Arg119Cysp.R119CQ8TBM7protein_codingdeleterious(0.04)possibly_damaging(0.629)TCGA-AD-6963-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
TMEM254SNVMissense_Mutationrs748149784c.274N>Tp.Arg92Trpp.R92WQ8TBM7protein_codingtolerated(0.14)benign(0.003)TCGA-A5-A0GB-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM254SNVMissense_Mutationc.136N>Ap.Leu46Metp.L46MQ8TBM7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM254SNVMissense_Mutationrs749053952c.356G>Ap.Arg119Hisp.R119HQ8TBM7protein_codingtolerated(0.26)benign(0.003)TCGA-AX-A1C9-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM254SNVMissense_Mutationnovelc.134C>Tp.Pro45Leup.P45LQ8TBM7protein_codingtolerated(0.27)benign(0.119)TCGA-E6-A2P8-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownPD
TMEM254SNVMissense_Mutationc.291N>Cp.Trp97Cysp.W97CQ8TBM7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-DD-A11C-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownSD
TMEM254SNVMissense_Mutationnovelc.40N>Cp.Ser14Argp.S14RQ8TBM7protein_codingtolerated(0.39)benign(0.015)TCGA-G3-A3CG-01Liverliver hepatocellular carcinomaMale>=65I/IITargeted Molecular therapysorafenibSD
TMEM254SNVMissense_Mutationc.106N>Gp.Gln36Glup.Q36EQ8TBM7protein_codingtolerated(0.49)benign(0.003)TCGA-91-6848-01Lunglung adenocarcinomaMale<65III/IVChemotherapycisplatinCR
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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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