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: TIMM10B

Gene summary for TIMM10B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TIMM10B

Gene ID

26515

Gene nametranslocase of inner mitochondrial membrane 10B
Gene AliasFXC1
Cytomap11p15.4
Gene Typeprotein-coding
GO ID

GO:0006605

UniProtAcc

B2R4A9


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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
26515TIMM10BLZE4THumanEsophagusESCC4.59e-027.79e-020.0811
26515TIMM10BLZE24THumanEsophagusESCC1.01e-094.36e-010.0596
26515TIMM10BLZE6THumanEsophagusESCC2.08e-041.41e-010.0845
26515TIMM10BP2T-EHumanEsophagusESCC1.29e-171.15e-010.1177
26515TIMM10BP4T-EHumanEsophagusESCC3.29e-092.27e-010.1323
26515TIMM10BP5T-EHumanEsophagusESCC3.01e-03-9.64e-020.1327
26515TIMM10BP8T-EHumanEsophagusESCC1.04e-138.29e-030.0889
26515TIMM10BP9T-EHumanEsophagusESCC1.47e-071.96e-010.1131
26515TIMM10BP10T-EHumanEsophagusESCC6.17e-222.99e-010.116
26515TIMM10BP11T-EHumanEsophagusESCC6.41e-072.77e-010.1426
26515TIMM10BP12T-EHumanEsophagusESCC7.83e-151.15e-010.1122
26515TIMM10BP15T-EHumanEsophagusESCC3.26e-142.11e-010.1149
26515TIMM10BP16T-EHumanEsophagusESCC3.58e-161.51e-010.1153
26515TIMM10BP17T-EHumanEsophagusESCC5.65e-071.90e-010.1278
26515TIMM10BP19T-EHumanEsophagusESCC9.81e-034.21e-010.1662
26515TIMM10BP20T-EHumanEsophagusESCC3.91e-161.94e-010.1124
26515TIMM10BP21T-EHumanEsophagusESCC2.06e-231.34e-010.1617
26515TIMM10BP22T-EHumanEsophagusESCC1.26e-213.20e-010.1236
26515TIMM10BP23T-EHumanEsophagusESCC9.22e-162.88e-010.108
26515TIMM10BP24T-EHumanEsophagusESCC5.61e-181.27e-010.1287
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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
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: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:003158919EsophagusESCCcell-substrate adhesion221/8552363/187233.06e-096.62e-08221
GO:005120515EsophagusESCCprotein insertion into membrane46/855257/187235.90e-081.04e-0646
GO:000716018EsophagusESCCcell-matrix adhesion141/8552233/187233.33e-063.71e-05141
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:007259412LiverCirrhoticestablishment of protein localization to organelle189/4634422/187231.01e-192.45e-17189
GO:00066057LiverCirrhoticprotein targeting148/4634314/187233.86e-186.20e-16148
GO:00901507LiverCirrhoticestablishment of protein localization to membrane123/4634260/187231.85e-152.15e-13123
GO:00068397LiverCirrhoticmitochondrial transport112/4634254/187231.03e-116.66e-10112
GO:00705857LiverCirrhoticprotein localization to mitochondrion65/4634125/187234.91e-112.77e-0965
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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
TIMM10BSNVMissense_Mutationrs769574214c.140N>Tp.Ala47Valp.A47VQ9Y5J6protein_codingtolerated(0.2)benign(0.177)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TIMM10BSNVMissense_Mutationc.278C>Tp.Ala93Valp.A93VQ9Y5J6protein_codingtolerated(0.2)benign(0.021)TCGA-VS-A9V1-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
TIMM10BSNVMissense_Mutationnovelc.53N>Gp.Leu18Argp.L18RQ9Y5J6protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AG-A014-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
TIMM10BSNVMissense_Mutationrs373041023c.152N>Tp.Ser51Ilep.S51IQ9Y5J6protein_codingdeleterious(0.02)probably_damaging(0.916)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TIMM10BSNVMissense_Mutationrs757357862c.296C>Tp.Ser99Phep.S99FQ9Y5J6protein_codingdeleterious(0.01)benign(0.276)TCGA-D1-A175-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
TIMM10BSNVMissense_Mutationnovelc.76N>Ap.Glu26Lysp.E26KQ9Y5J6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TIMM10BSNVMissense_Mutationnovelc.107T>Cp.Leu36Serp.L36SQ9Y5J6protein_codingdeleterious(0)probably_damaging(0.986)TCGA-DD-AAD0-01Liverliver hepatocellular carcinomaFemale>=65I/IIUnknownUnknownPD
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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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