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: TIMMDC1

Gene summary for TIMMDC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TIMMDC1

Gene ID

51300

Gene nametranslocase of inner mitochondrial membrane domain containing 1
Gene AliasC3orf1
Cytomap3q13.33
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9NPL8


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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
51300TIMMDC1HTA11_347_2000001011HumanColorectumAD7.37e-134.82e-01-0.1954
51300TIMMDC1HTA11_1391_2000001011HumanColorectumAD2.33e-054.88e-01-0.059
51300TIMMDC1HTA11_7696_3000711011HumanColorectumAD5.16e-062.23e-010.0674
51300TIMMDC1HTA11_99999970781_79442HumanColorectumMSS3.00e-074.15e-010.294
51300TIMMDC1HTA11_99999971662_82457HumanColorectumMSS1.53e-114.72e-010.3859
51300TIMMDC1A015-C-104HumanColorectumFAP8.04e-04-1.48e-01-0.1899
51300TIMMDC1LZE2THumanEsophagusESCC4.33e-031.06e+000.082
51300TIMMDC1LZE3DHumanEsophagusHGIN4.57e-045.15e-010.0668
51300TIMMDC1LZE4THumanEsophagusESCC8.41e-226.60e-010.0811
51300TIMMDC1LZE7THumanEsophagusESCC6.01e-088.15e-010.0667
51300TIMMDC1LZE8THumanEsophagusESCC3.66e-137.38e-010.067
51300TIMMDC1LZE20THumanEsophagusESCC5.98e-052.91e-010.0662
51300TIMMDC1LZE22THumanEsophagusESCC4.12e-066.92e-010.068
51300TIMMDC1LZE24THumanEsophagusESCC9.90e-289.75e-010.0596
51300TIMMDC1LZE6THumanEsophagusESCC5.20e-085.10e-010.0845
51300TIMMDC1P1T-EHumanEsophagusESCC9.39e-179.52e-010.0875
51300TIMMDC1P2T-EHumanEsophagusESCC5.35e-447.46e-010.1177
51300TIMMDC1P4T-EHumanEsophagusESCC3.39e-361.13e+000.1323
51300TIMMDC1P5T-EHumanEsophagusESCC5.90e-441.00e+000.1327
51300TIMMDC1P8T-EHumanEsophagusESCC1.63e-459.09e-010.0889
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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
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
TIMMDC1SNVMissense_Mutationc.638C>Gp.Ser213Cysp.S213CQ9NPL8protein_codingtolerated(0.32)benign(0)TCGA-B6-A0IC-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TIMMDC1SNVMissense_Mutationnovelc.643N>Cp.Glu215Glnp.E215QQ9NPL8protein_codingdeleterious(0)possibly_damaging(0.693)TCGA-C8-A8HP-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
TIMMDC1SNVMissense_Mutationc.206G>Tp.Arg69Ilep.R69IQ9NPL8protein_codingdeleterious(0.02)possibly_damaging(0.467)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TIMMDC1SNVMissense_Mutationc.830C>Tp.Ser277Leup.S277LQ9NPL8protein_codingdeleterious(0)benign(0.134)TCGA-EK-A2RK-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
TIMMDC1SNVMissense_Mutationnovelc.836N>Ap.Ile279Lysp.I279KQ9NPL8protein_codingtolerated_low_confidence(0.13)benign(0)TCGA-AA-A01S-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownSD
TIMMDC1SNVMissense_Mutationc.680N>Tp.Ala227Valp.A227VQ9NPL8protein_codingtolerated(0.1)benign(0.007)TCGA-EI-6511-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapyoxaliplatinum+5-fuSD
TIMMDC1SNVMissense_Mutationnovelc.197N>Cp.Glu66Alap.E66AQ9NPL8protein_codingdeleterious(0.02)benign(0.197)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
TIMMDC1SNVMissense_Mutationrs772715835c.397C>Tp.Arg133Cysp.R133CQ9NPL8protein_codingdeleterious(0)possibly_damaging(0.867)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TIMMDC1SNVMissense_Mutationrs773553139c.210N>Gp.Ile70Metp.I70MQ9NPL8protein_codingtolerated(0.13)benign(0.055)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
TIMMDC1SNVMissense_Mutationc.206N>Tp.Arg69Ilep.R69IQ9NPL8protein_codingdeleterious(0.02)possibly_damaging(0.467)TCGA-AX-A0J0-01Endometriumuterine 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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