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: TIMM8A

Gene summary for TIMM8A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TIMM8A

Gene ID

1678

Gene nametranslocase of inner mitochondrial membrane 8A
Gene AliasDDP
CytomapXq22.1
Gene Typeprotein-coding
GO ID

GO:0006605

UniProtAcc

O60220


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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
1678TIMM8ALZE2THumanEsophagusESCC2.33e-053.66e-010.082
1678TIMM8ALZE4THumanEsophagusESCC1.76e-041.13e-010.0811
1678TIMM8ALZE7THumanEsophagusESCC3.43e-063.92e-010.0667
1678TIMM8ALZE20THumanEsophagusESCC1.94e-056.52e-020.0662
1678TIMM8ALZE24THumanEsophagusESCC3.27e-103.51e-010.0596
1678TIMM8ALZE21THumanEsophagusESCC6.73e-032.00e-010.0655
1678TIMM8ALZE6THumanEsophagusESCC3.73e-022.69e-010.0845
1678TIMM8AP1T-EHumanEsophagusESCC5.43e-052.99e-010.0875
1678TIMM8AP2T-EHumanEsophagusESCC3.68e-203.97e-010.1177
1678TIMM8AP4T-EHumanEsophagusESCC1.59e-155.83e-010.1323
1678TIMM8AP5T-EHumanEsophagusESCC3.23e-265.06e-010.1327
1678TIMM8AP8T-EHumanEsophagusESCC1.43e-095.82e-020.0889
1678TIMM8AP9T-EHumanEsophagusESCC2.43e-175.56e-010.1131
1678TIMM8AP10T-EHumanEsophagusESCC5.96e-131.78e-010.116
1678TIMM8AP11T-EHumanEsophagusESCC5.30e-083.54e-010.1426
1678TIMM8AP12T-EHumanEsophagusESCC3.43e-109.91e-020.1122
1678TIMM8AP15T-EHumanEsophagusESCC3.49e-153.25e-010.1149
1678TIMM8AP16T-EHumanEsophagusESCC8.59e-131.50e-010.1153
1678TIMM8AP17T-EHumanEsophagusESCC6.00e-032.45e-010.1278
1678TIMM8AP20T-EHumanEsophagusESCC5.00e-153.12e-010.1124
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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
∗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:0072594110EsophagusESCCestablishment of protein localization to organelle311/8552422/187233.02e-322.13e-29311
GO:0006605111EsophagusESCCprotein targeting229/8552314/187234.93e-231.01e-20229
GO:0006839110EsophagusESCCmitochondrial transport187/8552254/187238.35e-209.81e-18187
GO:0090150110EsophagusESCCestablishment of protein localization to membrane182/8552260/187231.27e-158.19e-14182
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:000700619EsophagusESCCmitochondrial membrane organization93/8552116/187232.16e-141.11e-1293
GO:0006626110EsophagusESCCprotein targeting to mitochondrion81/8552100/187233.60e-131.67e-1181
GO:005120515EsophagusESCCprotein insertion into membrane46/855257/187235.90e-081.04e-0646
GO:009015118EsophagusESCCestablishment of protein localization to mitochondrial membrane26/855230/187233.79e-064.12e-0526
GO:000700713EsophagusESCCinner mitochondrial membrane organization31/855238/187235.93e-066.10e-0531
GO:005120416EsophagusESCCprotein insertion into mitochondrial membrane21/855225/187239.12e-056.54e-0421
GO:00450393EsophagusESCCprotein insertion into mitochondrial inner membrane11/855212/187231.26e-036.06e-0311
GO:007259422LiverHCCestablishment of protein localization to organelle299/7958422/187231.06e-326.10e-30299
GO:000660512LiverHCCprotein targeting219/7958314/187237.74e-231.49e-20219
GO:000683912LiverHCCmitochondrial transport184/7958254/187232.30e-223.83e-20184
GO:007265512LiverHCCestablishment of protein localization to mitochondrion98/7958120/187231.18e-181.46e-1698
GO:007058512LiverHCCprotein localization to mitochondrion101/7958125/187231.53e-181.86e-16101
GO:000662612LiverHCCprotein targeting to mitochondrion82/7958100/187234.93e-164.05e-1482
GO:009015012LiverHCCestablishment of protein localization to membrane168/7958260/187234.07e-132.13e-11168
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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
TIMM8ABNEsophagusADJPTRH1,CUEDC2,CINP, etc.3.58e-02The 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.
TIMM8ABNEsophagusESCCPTRH1,CUEDC2,CINP, etc.1.27e-01The 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.
TIMM8ACD8TEREXLiverHealthyDPM1,RNF44,SLC7A5, etc.7.78e-03The 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.
TIMM8ACD8TCMLiverHealthyDPM1,RNF44,SLC7A5, etc.7.24e-03The 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.
∗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
TIMM8ASNVMissense_Mutationc.190N>Ap.Val64Metp.V64MO60220protein_codingdeleterious(0.01)probably_damaging(0.951)TCGA-E2-A1LH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
TIMM8ASNVMissense_Mutationc.80N>Ap.Thr27Asnp.T27NO60220protein_codingtolerated(0.16)benign(0.229)TCGA-GM-A2DB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
TIMM8ASNVMissense_Mutationc.173N>Ap.Arg58Glnp.R58QO60220protein_codingtolerated(0.12)benign(0.05)TCGA-VS-A8QF-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TIMM8ASNVMissense_Mutationrs781878654c.206N>Ap.Arg69Hisp.R69HO60220protein_codingtolerated(0.05)benign(0.175)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
TIMM8ASNVMissense_Mutationrs781878654c.206N>Ap.Arg69Hisp.R69HO60220protein_codingtolerated(0.05)benign(0.175)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TIMM8ASNVMissense_Mutationc.91N>Tp.Arg31Cysp.R31CO60220protein_codingtolerated(0.16)benign(0.066)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
TIMM8ASNVMissense_Mutationc.225G>Cp.Gln75Hisp.Q75HO60220protein_codingtolerated(0.25)benign(0.025)TCGA-BG-A0MU-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVHormone TherapymegaceSD
TIMM8ASNVMissense_Mutationnovelc.145N>Tp.Asp49Tyrp.D49YO60220protein_codingdeleterious(0)probably_damaging(0.93)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
TIMM8ASNVMissense_Mutationnovelc.257N>Cp.Lys86Thrp.K86TO60220protein_codingdeleterious(0)benign(0.015)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TIMM8ASNVMissense_Mutationnovelc.205N>Tp.Arg69Cysp.R69CO60220protein_codingdeleterious(0.03)benign(0.175)TCGA-SJ-A6ZI-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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