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: TMEM108

Gene summary for TMEM108

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM108

Gene ID

66000

Gene nametransmembrane protein 108
Gene AliasCT124
Cytomap3q22.1
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q6UXF1


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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
66000TMEM108P2T-EHumanEsophagusESCC1.06e-509.61e-010.1177
66000TMEM108P10T-EHumanEsophagusESCC3.75e-037.77e-020.116
66000TMEM108P16T-EHumanEsophagusESCC1.61e-326.23e-010.1153
66000TMEM108P54T-EHumanEsophagusESCC7.62e-038.95e-020.0975
66000TMEM108P56T-EHumanEsophagusESCC5.84e-102.16e+000.1613
66000TMEM108P76T-EHumanEsophagusESCC2.72e-306.76e-010.1207
66000TMEM108P80T-EHumanEsophagusESCC1.20e-051.63e-010.155
66000TMEM108P107T-EHumanEsophagusESCC4.67e-061.57e-010.171
66000TMEM108P128T-EHumanEsophagusESCC3.30e-051.69e-010.1241
66000TMEM108RNA-P25T1-P25T1-1HumanLungAIS5.23e-065.36e-01-0.2116
66000TMEM108RNA-P25T1-P25T1-4HumanLungAIS2.87e-065.05e-01-0.2119
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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
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
GO:0016049110EsophagusESCCcell growth289/8552482/187231.29e-103.77e-09289
GO:003070518EsophagusESCCcytoskeleton-dependent intracellular transport133/8552195/187231.48e-104.27e-09133
GO:001097013EsophagusESCCtransport along microtubule107/8552155/187233.17e-096.80e-08107
GO:000808810EsophagusESCCaxo-dendritic transport58/855275/187232.09e-084.02e-0758
GO:00989304EsophagusESCCaxonal transport49/855264/187234.54e-076.15e-0649
GO:00991114EsophagusESCCmicrotubule-based transport115/8552190/187232.54e-052.15e-04115
GO:000689818EsophagusESCCreceptor-mediated endocytosis142/8552244/187235.22e-054.05e-04142
GO:199009017EsophagusESCCcellular response to nerve growth factor stimulus38/855253/187231.10e-047.69e-0438
GO:199008916EsophagusESCCresponse to nerve growth factor39/855256/187232.44e-041.51e-0339
GO:006056010EsophagusESCCdevelopmental growth involved in morphogenesis131/8552234/187239.28e-044.73e-03131
GO:00215436EsophagusESCCpallium development94/8552169/187235.79e-032.14e-0294
GO:004858810EsophagusESCCdevelopmental cell growth125/8552234/187231.01e-023.46e-02125
GO:0048011EsophagusESCCneurotrophin TRK receptor signaling pathway17/855224/187231.13e-023.81e-0217
GO:006056012LungAISdevelopmental growth involved in morphogenesis51/1849234/187234.43e-085.24e-0651
GO:001604912LungAIScell growth83/1849482/187233.26e-072.79e-0583
GO:000689812LungAISreceptor-mediated endocytosis50/1849244/187234.47e-073.52e-0550
GO:199013812LungAISneuron projection extension38/1849172/187231.57e-069.85e-0538
GO:004858812LungAISdevelopmental cell growth47/1849234/187231.77e-061.05e-0447
GO:003070512LungAIScytoskeleton-dependent intracellular transport37/1849195/187237.68e-051.95e-0337
GO:009917311LungAISpostsynapse organization31/1849168/187234.67e-047.79e-0331
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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
TMEM108SNVMissense_Mutationc.143N>Ap.Gly48Glup.G48EQ6UXF1protein_codingdeleterious_low_confidence(0.01)benign(0.088)TCGA-A2-A0EO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TMEM108SNVMissense_Mutationnovelc.1567G>Cp.Glu523Glnp.E523QQ6UXF1protein_codingdeleterious(0.03)probably_damaging(0.998)TCGA-C8-A12T-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TMEM108insertionNonsense_Mutationnovelc.287_288insATAACTAGAAATGTTTTTAAAp.Thr96_Ile97insTerp.T96_I97ins*Q6UXF1protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TMEM108SNVMissense_Mutationc.1603N>Cp.Glu535Glnp.E535QQ6UXF1protein_codingtolerated(0.05)probably_damaging(0.952)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
TMEM108SNVMissense_Mutationc.1196N>Ap.Gly399Glup.G399EQ6UXF1protein_codingtolerated_low_confidence(0.9)benign(0.01)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TMEM108SNVMissense_Mutationnovelc.1230N>Ap.Met410Ilep.M410IQ6UXF1protein_codingtolerated_low_confidence(0.37)benign(0.006)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TMEM108SNVMissense_Mutationc.1279N>Ap.Gly427Serp.G427SQ6UXF1protein_codingdeleterious(0)probably_damaging(0.977)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMEM108SNVMissense_Mutationrs199967106c.476G>Ap.Arg159Hisp.R159HQ6UXF1protein_codingdeleterious_low_confidence(0.01)benign(0.386)TCGA-AA-3685-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TMEM108SNVMissense_Mutationrs761644701c.1625G>Ap.Arg542Hisp.R542HQ6UXF1protein_codingdeleterious(0.01)benign(0.236)TCGA-AA-3989-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownPD
TMEM108SNVMissense_Mutationnovelc.433N>Gp.Lys145Glup.K145EQ6UXF1protein_codingtolerated_low_confidence(0.06)benign(0.003)TCGA-G4-6295-01Colorectumcolon adenocarcinomaFemale>=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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