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: TIMM17A

Gene summary for TIMM17A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TIMM17A

Gene ID

10440

Gene nametranslocase of inner mitochondrial membrane 17A
Gene AliasTIM17
Cytomap1q32.1
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

Q99595


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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
10440TIMM17ALZE2THumanEsophagusESCC3.13e-041.17e+000.082
10440TIMM17ALZE4THumanEsophagusESCC6.13e-175.45e-010.0811
10440TIMM17ALZE5THumanEsophagusESCC8.79e-033.38e-010.0514
10440TIMM17ALZE7THumanEsophagusESCC1.64e-079.13e-010.0667
10440TIMM17ALZE8THumanEsophagusESCC2.27e-082.59e-010.067
10440TIMM17ALZE20THumanEsophagusESCC2.38e-071.54e-010.0662
10440TIMM17ALZE22D1HumanEsophagusHGIN8.26e-05-3.58e-020.0595
10440TIMM17ALZE24THumanEsophagusESCC8.04e-103.78e-010.0596
10440TIMM17ALZE6THumanEsophagusESCC5.46e-041.46e-010.0845
10440TIMM17AP2T-EHumanEsophagusESCC6.92e-246.27e-010.1177
10440TIMM17AP4T-EHumanEsophagusESCC7.77e-521.40e+000.1323
10440TIMM17AP5T-EHumanEsophagusESCC3.60e-521.39e+000.1327
10440TIMM17AP8T-EHumanEsophagusESCC5.44e-234.57e-010.0889
10440TIMM17AP9T-EHumanEsophagusESCC3.23e-279.10e-010.1131
10440TIMM17AP10T-EHumanEsophagusESCC1.51e-571.13e+000.116
10440TIMM17AP11T-EHumanEsophagusESCC2.54e-138.71e-010.1426
10440TIMM17AP12T-EHumanEsophagusESCC1.06e-154.80e-010.1122
10440TIMM17AP15T-EHumanEsophagusESCC2.46e-277.62e-010.1149
10440TIMM17AP16T-EHumanEsophagusESCC9.20e-288.27e-010.1153
10440TIMM17AP17T-EHumanEsophagusESCC1.36e-084.12e-010.1278
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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
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
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:007259420EsophagusHGINestablishment of protein localization to organelle120/2587422/187231.73e-154.00e-13120
GO:004586227EsophagusHGINpositive regulation of proteolysis107/2587372/187232.61e-144.60e-12107
GO:000683920EsophagusHGINmitochondrial transport74/2587254/187231.32e-101.32e-0874
GO:007058520EsophagusHGINprotein localization to mitochondrion43/2587125/187234.43e-093.03e-0743
GO:007265520EsophagusHGINestablishment of protein localization to mitochondrion41/2587120/187231.26e-087.96e-0741
GO:000660525EsophagusHGINprotein targeting78/2587314/187231.08e-075.47e-0678
GO:000662620EsophagusHGINprotein targeting to mitochondrion33/2587100/187237.99e-073.35e-0533
GO:005160417EsophagusHGINprotein maturation68/2587294/187239.77e-062.86e-0468
GO:001703817EsophagusHGINprotein import51/2587206/187231.79e-054.86e-0451
GO:199054220EsophagusHGINmitochondrial transmembrane transport29/2587102/187238.52e-051.87e-0329
GO:00164857EsophagusHGINprotein processing49/2587225/187237.04e-049.52e-0349
GO:19033173EsophagusHGINregulation of protein maturation18/258767/187233.52e-033.24e-0218
GO:00706133EsophagusHGINregulation of protein processing17/258765/187236.04e-034.87e-0217
GO:0072594110EsophagusESCCestablishment of protein localization to organelle311/8552422/187233.02e-322.13e-29311
GO:0006605111EsophagusESCCprotein targeting229/8552314/187234.93e-231.01e-20229
GO:0045862111EsophagusESCCpositive regulation of proteolysis256/8552372/187237.88e-209.43e-18256
GO:0006839110EsophagusESCCmitochondrial transport187/8552254/187238.35e-209.81e-18187
GO:0072655110EsophagusESCCestablishment of protein localization to mitochondrion97/8552120/187232.17e-151.33e-1397
GO:0070585110EsophagusESCCprotein localization to mitochondrion100/8552125/187232.96e-151.77e-13100
GO:001703818EsophagusESCCprotein import149/8552206/187235.90e-153.31e-13149
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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
TIMM17ASNVMissense_Mutationrs750416279c.253G>Ap.Gly85Argp.G85RQ99595protein_codingtolerated(0.36)benign(0.113)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TIMM17ASNVMissense_Mutationc.17N>Cp.Arg6Prop.R6PQ99595protein_codingdeleterious(0.01)possibly_damaging(0.747)TCGA-BH-A18K-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
TIMM17ASNVMissense_Mutationrs756338629c.112C>Tp.Arg38Cysp.R38CQ99595protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TIMM17ASNVMissense_Mutationc.119N>Ap.Ser40Tyrp.S40YQ99595protein_codingdeleterious(0)possibly_damaging(0.815)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TIMM17ASNVMissense_Mutationc.98N>Tp.Ala33Valp.A33VQ99595protein_codingtolerated(0.48)possibly_damaging(0.744)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
TIMM17ASNVMissense_Mutationrs202092277c.386N>Tp.Ala129Valp.A129VQ99595protein_codingtolerated(1)benign(0.017)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TIMM17ASNVMissense_Mutationnovelc.140G>Tp.Arg47Ilep.R47IQ99595protein_codingdeleterious(0.01)probably_damaging(0.987)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
TIMM17ASNVMissense_Mutationnovelc.209N>Ap.Gly70Glup.G70EQ99595protein_codingdeleterious(0)probably_damaging(0.998)TCGA-B5-A0JU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TIMM17ASNVMissense_Mutationrs756338629c.112N>Tp.Arg38Cysp.R38CQ99595protein_codingdeleterious(0)probably_damaging(1)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
TIMM17ASNVMissense_Mutationrs757756350c.88N>Gp.Ile30Valp.I30VQ99595protein_codingtolerated(0.78)benign(0.026)TCGA-B5-A3FA-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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