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: TMEM164

Gene summary for TMEM164

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM164

Gene ID

84187

Gene nametransmembrane protein 164
Gene AliasbB360B22.3
CytomapXq23
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q5U3C3


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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
84187TMEM164HTA11_3410_2000001011HumanColorectumAD1.76e-09-3.14e-010.0155
84187TMEM164HTA11_347_2000001011HumanColorectumAD9.91e-055.58e-01-0.1954
84187TMEM164A015-C-203HumanColorectumFAP9.16e-22-4.37e-01-0.1294
84187TMEM164A015-C-204HumanColorectumFAP4.38e-03-2.79e-01-0.0228
84187TMEM164A014-C-040HumanColorectumFAP4.37e-02-3.77e-01-0.1184
84187TMEM164A002-C-201HumanColorectumFAP1.42e-09-3.28e-010.0324
84187TMEM164A002-C-203HumanColorectumFAP3.09e-06-2.56e-010.2786
84187TMEM164A001-C-119HumanColorectumFAP1.51e-05-4.25e-01-0.1557
84187TMEM164A001-C-108HumanColorectumFAP9.61e-16-3.86e-01-0.0272
84187TMEM164A002-C-205HumanColorectumFAP2.69e-18-4.72e-01-0.1236
84187TMEM164A001-C-104HumanColorectumFAP1.33e-07-3.44e-010.0184
84187TMEM164A015-C-005HumanColorectumFAP1.62e-02-2.85e-01-0.0336
84187TMEM164A015-C-006HumanColorectumFAP4.67e-12-4.36e-01-0.0994
84187TMEM164A015-C-106HumanColorectumFAP3.04e-16-4.53e-01-0.0511
84187TMEM164A002-C-114HumanColorectumFAP6.04e-17-5.50e-01-0.1561
84187TMEM164A015-C-104HumanColorectumFAP2.93e-20-4.64e-01-0.1899
84187TMEM164A001-C-014HumanColorectumFAP5.59e-14-3.50e-010.0135
84187TMEM164A002-C-016HumanColorectumFAP3.89e-13-3.41e-010.0521
84187TMEM164A015-C-002HumanColorectumFAP4.36e-09-4.00e-01-0.0763
84187TMEM164A001-C-203HumanColorectumFAP3.94e-06-2.39e-01-0.0481
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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
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
∗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
TMEM164SNVMissense_Mutationrs757945538c.694G>Ap.Glu232Lysp.E232KQ5U3C3protein_codingtolerated(0.17)benign(0.063)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM164SNVMissense_Mutationc.745N>Ap.Gly249Serp.G249SQ5U3C3protein_codingdeleterious(0)probably_damaging(0.997)TCGA-C5-A8ZZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificCisplatinSD
TMEM164SNVMissense_Mutationc.276N>Cp.Lys92Asnp.K92NQ5U3C3protein_codingdeleterious(0)probably_damaging(0.975)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
TMEM164SNVMissense_Mutationnovelc.358C>Tp.Leu120Phep.L120FQ5U3C3protein_codingdeleterious(0.02)probably_damaging(0.993)TCGA-AA-3869-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapycapecitabinePD
TMEM164SNVMissense_Mutationrs757945538c.694N>Ap.Glu232Lysp.E232KQ5U3C3protein_codingtolerated(0.17)benign(0.063)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TMEM164SNVMissense_Mutationc.556N>Ap.Val186Metp.V186MQ5U3C3protein_codingdeleterious(0.04)possibly_damaging(0.698)TCGA-AA-A01D-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapycapecitabinePD
TMEM164SNVMissense_Mutationc.76N>Ap.Gly26Serp.G26SQ5U3C3protein_codingdeleterious(0.01)probably_damaging(1)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMEM164SNVMissense_Mutationc.521T>Cp.Leu174Serp.L174SQ5U3C3protein_codingtolerated(0.73)benign(0.053)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMEM164SNVMissense_Mutationc.540N>Cp.Gln180Hisp.Q180HQ5U3C3protein_codingtolerated(0.07)possibly_damaging(0.766)TCGA-AF-2687-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapyxelodaPD
TMEM164SNVMissense_Mutationc.735C>Ap.Asp245Glup.D245EQ5U3C3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AF-A56N-01Colorectumrectum adenocarcinomaFemale<65I/IIChemotherapyxelodaCR
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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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