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: TMEM45A

Gene summary for TMEM45A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM45A

Gene ID

55076

Gene nametransmembrane protein 45A
Gene AliasDERP7
Cytomap3q12.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9NWC5


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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
55076TMEM45AGSM4909282HumanBreastIDC1.67e-226.68e-01-0.0288
55076TMEM45AGSM4909285HumanBreastIDC6.78e-285.80e-010.21
55076TMEM45AGSM4909286HumanBreastIDC7.01e-03-1.28e-010.1081
55076TMEM45AGSM4909287HumanBreastIDC2.01e-031.84e-010.2057
55076TMEM45AGSM4909290HumanBreastIDC2.52e-113.32e-010.2096
55076TMEM45AGSM4909311HumanBreastIDC9.29e-03-1.15e-010.1534
55076TMEM45AGSM4909317HumanBreastIDC1.92e-063.77e-010.1355
55076TMEM45AGSM4909319HumanBreastIDC3.66e-02-1.22e-010.1563
55076TMEM45Abrca3HumanBreastPrecancer1.56e-093.55e-01-0.0263
55076TMEM45ADCIS2HumanBreastDCIS2.38e-154.04e-020.0085
55076TMEM45ATumorHumanCervixCC2.99e-601.07e+000.1241
55076TMEM45Asample1HumanCervixCC2.93e-043.86e-010.0959
55076TMEM45Asample3HumanCervixCC2.78e-771.15e+000.1387
55076TMEM45AL1HumanCervixCC4.93e-137.00e-010.0802
55076TMEM45AT1HumanCervixCC9.94e-042.84e-010.0918
55076TMEM45AT3HumanCervixCC7.31e-711.15e+000.1389
55076TMEM45ALZE8THumanEsophagusESCC3.88e-321.71e+000.067
55076TMEM45ALZE20THumanEsophagusESCC2.22e-021.48e-010.0662
55076TMEM45ALZE22THumanEsophagusESCC2.03e-036.03e-010.068
55076TMEM45ALZE6THumanEsophagusESCC4.25e-149.42e-010.0845
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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
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
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
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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
TMEM45ASNVMissense_Mutationc.143G>Ap.Arg48Glnp.R48QQ9NWC5protein_codingdeleterious(0.03)benign(0.325)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TMEM45ASNVMissense_Mutationc.414C>Gp.Phe138Leup.F138LQ9NWC5protein_codingdeleterious(0.04)possibly_damaging(0.617)TCGA-C5-A2LX-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
TMEM45ASNVMissense_Mutationnovelc.749N>Cp.Arg250Thrp.R250TQ9NWC5protein_codingdeleterious(0)possibly_damaging(0.617)TCGA-5M-AAT4-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownPD
TMEM45ASNVMissense_Mutationrs760669672c.378N>Ap.Met126Ilep.M126IQ9NWC5protein_codingdeleterious(0.04)benign(0.003)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TMEM45ASNVMissense_Mutationnovelc.124N>Ap.Ser42Thrp.S42TQ9NWC5protein_codingtolerated(0.07)benign(0.007)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM45ASNVMissense_Mutationnovelc.731N>Ap.Thr244Asnp.T244NQ9NWC5protein_codingtolerated(0.26)benign(0.003)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM45ASNVMissense_Mutationrs201066091c.800N>Ap.Arg267Glnp.R267QQ9NWC5protein_codingtolerated(0.14)benign(0.051)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM45ASNVMissense_Mutationc.540N>Tp.Glu180Aspp.E180DQ9NWC5protein_codingdeleterious(0.01)probably_damaging(0.913)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM45ASNVMissense_Mutationc.34N>Gp.Thr12Alap.T12AQ9NWC5protein_codingdeleterious(0.01)benign(0.018)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
TMEM45ASNVMissense_Mutationnovelc.280N>Tp.His94Tyrp.H94YQ9NWC5protein_codingdeleterious(0.01)possibly_damaging(0.642)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
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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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