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: TMEM165

Gene summary for TMEM165

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM165

Gene ID

55858

Gene nametransmembrane protein 165
Gene AliasCDG2K
Cytomap4q12
Gene Typeprotein-coding
GO ID

GO:0000041

UniProtAcc

Q9HC07


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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
55858TMEM165C09HumanOral cavityOSCC2.56e-066.01e-010.1431
55858TMEM165LN22HumanOral cavityOSCC1.94e-181.86e+000.1733
55858TMEM165LN46HumanOral cavityOSCC4.38e-151.16e+000.1666
55858TMEM165LP15HumanOral cavityLP3.40e-061.49e+000.2174
55858TMEM165LP17HumanOral cavityLP1.20e-111.56e+000.2349
55858TMEM165EOLP-1HumanOral cavityEOLP2.30e-022.09e-01-0.0202
55858TMEM165NEOLP-2HumanOral cavityNEOLP2.03e-022.11e-01-0.0196
55858TMEM165NEOLP-3HumanOral cavityNEOLP6.01e-032.86e-01-0.0191
55858TMEM165SYSMH1HumanOral cavityOSCC2.05e-361.06e+000.1127
55858TMEM165SYSMH2HumanOral cavityOSCC7.62e-135.77e-010.2326
55858TMEM165SYSMH3HumanOral cavityOSCC1.57e-228.87e-010.2442
55858TMEM165SYSMH4HumanOral cavityOSCC7.89e-051.22e-010.1226
55858TMEM165HTA12-25-1HumanPancreasPDAC3.15e-035.59e-010.313
55858TMEM165HTA12-26-1HumanPancreasPDAC1.72e-034.48e-010.3728
55858TMEM165HTA12-29-1HumanPancreasPDAC8.32e-145.09e-010.3722
55858TMEM165GSM5252130_BPH340PrGF_ViaHumanProstateBPH1.78e-136.54e-01-0.1972
55858TMEM165GSM5252131_BPH340PrSF_ViaHumanProstateBPH3.76e-043.47e-01-0.2126
55858TMEM165GSM5252132_BPH389PrGFHumanProstateBPH1.22e-028.22e-01-0.2247
55858TMEM165GSM5252133_BPH389PrSFHumanProstateBPH7.63e-111.02e+00-0.2027
55858TMEM165GSM5252135_BPH511PrPUr_Fcol_3GEXHumanProstateBPH2.95e-251.10e+00-0.1833
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:0072503BreastPrecancercellular divalent inorganic cation homeostasis42/1080486/187235.91e-034.21e-0242
GO:00300046BreastPrecancercellular monovalent inorganic cation homeostasis13/1080103/187236.26e-034.40e-0213
GO:00000412BreastPrecancertransition metal ion transport13/1080105/187237.35e-034.89e-0213
GO:000703314EsophagusESCCvacuole organization127/8552180/187231.04e-113.85e-10127
GO:000648714EsophagusESCCprotein N-linked glycosylation51/855265/187236.41e-081.13e-0651
GO:00091002EsophagusESCCglycoprotein metabolic process226/8552387/187232.64e-073.94e-06226
GO:00700854EsophagusESCCglycosylation144/8552240/187235.12e-065.38e-05144
GO:00070403EsophagusESCClysosome organization53/855274/187235.34e-065.57e-0553
GO:00801713EsophagusESCClytic vacuole organization53/855274/187235.34e-065.57e-0553
GO:00064865EsophagusESCCprotein glycosylation135/8552226/187231.36e-051.24e-04135
GO:00434135EsophagusESCCmacromolecule glycosylation135/8552226/187231.36e-051.24e-04135
GO:00091012EsophagusESCCglycoprotein biosynthetic process181/8552317/187232.54e-052.15e-04181
GO:00070332LiverCirrhoticvacuole organization80/4634180/187235.73e-092.25e-0780
GO:0007040LiverCirrhoticlysosome organization35/463474/187232.10e-052.77e-0435
GO:0080171LiverCirrhoticlytic vacuole organization35/463474/187232.10e-052.77e-0435
GO:00064873LiverCirrhoticprotein N-linked glycosylation30/463465/187231.40e-041.36e-0330
GO:0035751LiverCirrhoticregulation of lysosomal lumen pH10/463416/187231.51e-039.91e-0310
GO:00300045LiverCirrhoticcellular monovalent inorganic cation homeostasis38/4634103/187234.02e-032.17e-0238
GO:00306415LiverCirrhoticregulation of cellular pH31/463481/187234.76e-032.50e-0231
GO:00068853LiverCirrhoticregulation of pH33/463491/187239.39e-034.29e-0233
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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
TMEM165SNVMissense_Mutationnovelc.965N>Gp.Ser322Cysp.S322CQ9HC07protein_codingdeleterious(0.01)benign(0.436)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TMEM165deletionFrame_Shift_Delnovelc.896delNp.Thr299MetfsTer2p.T299Mfs*2Q9HC07protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TMEM165SNVMissense_Mutationc.235C>Tp.His79Tyrp.H79YQ9HC07protein_codingtolerated(0.05)benign(0.089)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TMEM165SNVMissense_Mutationnovelc.421N>Gp.Thr141Alap.T141AQ9HC07protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TMEM165SNVMissense_Mutationc.842C>Tp.Thr281Metp.T281MQ9HC07protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMEM165SNVMissense_Mutationrs752610788c.919N>Ap.Val307Ilep.V307IQ9HC07protein_codingdeleterious(0.01)probably_damaging(0.939)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
TMEM165SNVMissense_Mutationrs200205156c.617G>Ap.Arg206Glnp.R206QQ9HC07protein_codingtolerated(0.08)possibly_damaging(0.467)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
TMEM165insertionFrame_Shift_Insnovelc.505_506insTp.Gly171TrpfsTer3p.G171Wfs*3Q9HC07protein_codingTCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMEM165SNVMissense_Mutationnovelc.316N>Ap.Val106Ilep.V106IQ9HC07protein_codingtolerated(0.1)possibly_damaging(0.705)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM165SNVMissense_Mutationnovelc.643N>Tp.Asp215Tyrp.D215YQ9HC07protein_codingdeleterious(0)probably_damaging(0.99)TCGA-AP-A1DV-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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