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: TMEM14A

Gene summary for TMEM14A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM14A

Gene ID

28978

Gene nametransmembrane protein 14A
Gene AliasC6orf73
Cytomap6p12.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9Y6G1


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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
28978TMEM14AGSM4909281HumanBreastIDC3.78e-246.31e-010.21
28978TMEM14AGSM4909282HumanBreastIDC6.52e-317.23e-01-0.0288
28978TMEM14AGSM4909285HumanBreastIDC9.62e-164.60e-010.21
28978TMEM14AGSM4909291HumanBreastIDC2.19e-064.20e-010.1753
28978TMEM14AGSM4909293HumanBreastIDC6.63e-062.53e-010.1581
28978TMEM14AGSM4909296HumanBreastIDC1.54e-021.44e-010.1524
28978TMEM14AGSM4909297HumanBreastIDC3.29e-033.67e-020.1517
28978TMEM14AGSM4909301HumanBreastIDC6.96e-063.60e-010.1577
28978TMEM14AGSM4909306HumanBreastIDC4.71e-043.55e-010.1564
28978TMEM14AGSM4909307HumanBreastIDC6.89e-206.32e-010.1569
28978TMEM14AGSM4909308HumanBreastIDC2.78e-306.81e-010.158
28978TMEM14AGSM4909311HumanBreastIDC4.30e-09-1.48e-010.1534
28978TMEM14AGSM4909319HumanBreastIDC1.17e-18-5.70e-020.1563
28978TMEM14AGSM4909321HumanBreastIDC2.60e-082.91e-010.1559
28978TMEM14Abrca2HumanBreastPrecancer2.54e-031.35e-01-0.024
28978TMEM14ANCCBC5HumanBreastDCIS1.08e-025.13e-020.2046
28978TMEM14AP1HumanBreastIDC1.40e-03-1.78e-010.1527
28978TMEM14ADCIS2HumanBreastDCIS5.62e-27-4.71e-020.0085
28978TMEM14ALZE2THumanEsophagusESCC7.73e-102.22e+000.082
28978TMEM14ALZE4THumanEsophagusESCC1.73e-178.74e-010.0811
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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
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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
∗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:20012339BreastPrecancerregulation of apoptotic signaling pathway65/1080356/187237.70e-173.17e-1465
GO:00068398BreastPrecancermitochondrial transport45/1080254/187231.37e-111.88e-0945
GO:20012349BreastPrecancernegative regulation of apoptotic signaling pathway39/1080224/187235.35e-104.77e-0839
GO:00086378BreastPrecancerapoptotic mitochondrial changes23/1080107/187233.44e-082.12e-0623
GO:00070066BreastPrecancermitochondrial membrane organization20/1080116/187239.88e-062.61e-0420
GO:00905595BreastPrecancerregulation of membrane permeability15/108078/187233.35e-057.29e-0415
GO:00469025BreastPrecancerregulation of mitochondrial membrane permeability13/108063/187235.13e-051.07e-0313
GO:00973456BreastPrecancermitochondrial outer membrane permeabilization8/108032/187233.62e-045.00e-038
GO:00108217BreastPrecancerregulation of mitochondrion organization19/1080144/187236.26e-047.78e-0319
GO:00357945BreastPrecancerpositive regulation of mitochondrial membrane permeability9/108043/187236.51e-047.99e-039
GO:19021084BreastPrecancerregulation of mitochondrial membrane permeability involved in apoptotic process9/108045/187239.22e-041.05e-029
GO:19021105BreastPrecancerpositive regulation of mitochondrial membrane permeability involved in apoptotic process8/108038/187231.24e-031.32e-028
GO:19057105BreastPrecancerpositive regulation of membrane permeability9/108048/187231.49e-031.54e-029
GO:00108237BreastPrecancernegative regulation of mitochondrion organization9/108049/187231.74e-031.74e-029
GO:19026866BreastPrecancermitochondrial outer membrane permeabilization involved in programmed cell death8/108040/187231.76e-031.74e-028
GO:19010286BreastPrecancerregulation of mitochondrial outer membrane permeabilization involved in apoptotic signaling pathway5/108021/187235.93e-034.21e-025
GO:200123314BreastIDCregulation of apoptotic signaling pathway82/1434356/187236.27e-205.93e-1782
GO:200123414BreastIDCnegative regulation of apoptotic signaling pathway49/1434224/187231.45e-112.58e-0949
GO:000683913BreastIDCmitochondrial transport51/1434254/187231.54e-101.83e-0851
GO:000863713BreastIDCapoptotic mitochondrial changes27/1434107/187232.29e-081.57e-0627
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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
TMEM14ASNVMissense_Mutationnovelc.275T>Gp.Leu92Argp.L92RQ9Y6G1protein_codingtolerated(0.34)probably_damaging(0.999)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMEM14ASNVMissense_Mutationrs769068441c.234G>Ap.Met78Ilep.M78IQ9Y6G1protein_codingdeleterious(0.03)benign(0.015)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM14ASNVMissense_Mutationnovelc.169C>Ap.Leu57Metp.L57MQ9Y6G1protein_codingdeleterious(0)probably_damaging(0.992)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
TMEM14ASNVMissense_Mutationnovelc.172N>Gp.Phe58Valp.F58VQ9Y6G1protein_codingtolerated(0.57)benign(0.037)TCGA-BK-A6W3-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM14ASNVMissense_Mutationc.236N>Ap.Pro79Hisp.P79HQ9Y6G1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-95-7039-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownPD
TMEM14AinsertionIn_Frame_Insnovelc.260_260+1insCCTCATGATGATCCTGAGACTTGTCTTGTTGCTp.Met89_Met90insMetIleLeuArgLeuValLeuLeuLeuLeuMetp.M89_M90insMILRLVLLLLMQ9Y6G1protein_codingTCGA-22-4613-01Lunglung squamous cell carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM14ASNVMissense_Mutationnovelc.278N>Cp.Arg93Thrp.R93TQ9Y6G1protein_codingdeleterious(0)probably_damaging(0.995)TCGA-CV-5440-01Oral cavityhead & neck squamous cell carcinomaMale<65I/IIChemotherapypaclitaxelSD
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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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