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: TIMM17B

Gene summary for TIMM17B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TIMM17B

Gene ID

10245

Gene nametranslocase of inner mitochondrial membrane 17B
Gene AliasDXS9822
CytomapXp11.23
Gene Typeprotein-coding
GO ID

GO:0006605

UniProtAcc

O60830


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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
10245TIMM17BHTA11_3410_2000001011HumanColorectumAD1.23e-041.07e-010.0155
10245TIMM17BHTA11_2487_2000001011HumanColorectumSER2.86e-102.51e-01-0.1808
10245TIMM17BHTA11_1938_2000001011HumanColorectumAD1.73e-092.60e-01-0.0811
10245TIMM17BHTA11_78_2000001011HumanColorectumAD6.68e-051.52e-01-0.1088
10245TIMM17BHTA11_347_2000001011HumanColorectumAD2.61e-173.04e-01-0.1954
10245TIMM17BHTA11_411_2000001011HumanColorectumSER1.86e-063.87e-01-0.2602
10245TIMM17BHTA11_2112_2000001011HumanColorectumSER1.71e-033.51e-01-0.2196
10245TIMM17BHTA11_3361_2000001011HumanColorectumAD1.34e-031.86e-01-0.1207
10245TIMM17BHTA11_83_2000001011HumanColorectumSER2.92e-072.29e-01-0.1526
10245TIMM17BHTA11_696_2000001011HumanColorectumAD7.69e-092.64e-01-0.1464
10245TIMM17BHTA11_866_2000001011HumanColorectumAD1.76e-021.36e-01-0.1001
10245TIMM17BHTA11_1391_2000001011HumanColorectumAD2.44e-133.16e-01-0.059
10245TIMM17BHTA11_2992_2000001011HumanColorectumSER1.29e-032.23e-01-0.1706
10245TIMM17BHTA11_5212_2000001011HumanColorectumAD3.97e-041.99e-01-0.2061
10245TIMM17BHTA11_5216_2000001011HumanColorectumSER3.22e-053.20e-01-0.1462
10245TIMM17BHTA11_546_2000001011HumanColorectumAD2.65e-041.83e-01-0.0842
10245TIMM17BHTA11_866_3004761011HumanColorectumAD2.04e-081.73e-010.096
10245TIMM17BHTA11_10623_2000001011HumanColorectumAD2.05e-042.47e-01-0.0177
10245TIMM17BHTA11_10711_2000001011HumanColorectumAD2.62e-061.96e-010.0338
10245TIMM17BHTA11_7696_3000711011HumanColorectumAD6.22e-041.94e-010.0674
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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
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
∗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:0006839ColorectumADmitochondrial transport102/3918254/187231.87e-123.08e-10102
GO:0072594ColorectumADestablishment of protein localization to organelle148/3918422/187237.95e-121.04e-09148
GO:1990542ColorectumADmitochondrial transmembrane transport47/3918102/187231.09e-086.52e-0747
GO:0006605ColorectumADprotein targeting105/3918314/187231.39e-076.44e-06105
GO:0070585ColorectumADprotein localization to mitochondrion51/3918125/187233.40e-071.33e-0551
GO:0072655ColorectumADestablishment of protein localization to mitochondrion47/3918120/187233.76e-061.04e-0447
GO:0017038ColorectumADprotein import67/3918206/187236.34e-051.05e-0367
GO:0006626ColorectumADprotein targeting to mitochondrion37/3918100/187231.58e-042.20e-0337
GO:0071806ColorectumADprotein transmembrane transport21/391859/187236.58e-034.08e-0221
GO:00068391ColorectumSERmitochondrial transport87/2897254/187237.91e-143.03e-1187
GO:19905421ColorectumSERmitochondrial transmembrane transport42/2897102/187233.65e-104.77e-0842
GO:00725941ColorectumSERestablishment of protein localization to organelle111/2897422/187234.98e-094.49e-07111
GO:00705851ColorectumSERprotein localization to mitochondrion42/2897125/187233.75e-071.98e-0542
GO:00726551ColorectumSERestablishment of protein localization to mitochondrion38/2897120/187236.60e-062.33e-0438
GO:00066051ColorectumSERprotein targeting76/2897314/187233.19e-058.47e-0476
GO:00066261ColorectumSERprotein targeting to mitochondrion31/2897100/187237.09e-051.61e-0331
GO:00170381ColorectumSERprotein import49/2897206/187231.12e-031.29e-0249
GO:00718061ColorectumSERprotein transmembrane transport17/289759/187236.64e-034.69e-0217
GO:00725942ColorectumMSSestablishment of protein localization to organelle139/3467422/187235.75e-131.12e-10139
GO:00068392ColorectumMSSmitochondrial transport93/3467254/187236.14e-129.82e-1093
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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
TIMM17BSNVMissense_Mutationc.542N>Cp.Ile181Thrp.I181TO60830protein_codingdeleterious(0)probably_damaging(0.969)TCGA-A2-A0T0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
TIMM17BinsertionFrame_Shift_Insnovelc.225_226insTGTAAACATTTGTCAACTCCCCATAAAGATGAAGGGAATGTTGp.Thr76CysfsTer40p.T76Cfs*40O60830protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TIMM17BinsertionIn_Frame_Insnovelc.89_97dupTCTTCCAGGp.Val30_Gln32dupp.V30_Q32dupO60830protein_codingTCGA-UL-AAZ6-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyherceptinSD
TIMM17BSNVMissense_Mutationc.466N>Tp.Arg156Cysp.R156CO60830protein_codingdeleterious(0.02)benign(0.233)TCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
TIMM17BSNVMissense_Mutationnovelc.13G>Ap.Ala5Thrp.A5TO60830protein_codingtolerated(0.39)possibly_damaging(0.578)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TIMM17BSNVMissense_Mutationnovelc.112N>Tp.Arg38Cysp.R38CO60830protein_codingdeleterious(0)benign(0.104)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TIMM17BSNVMissense_Mutationnovelc.58G>Ap.Ala20Thrp.A20TO60830protein_codingdeleterious(0)probably_damaging(0.947)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TIMM17BSNVMissense_Mutationnovelc.586C>Ap.Pro196Thrp.P196TO60830protein_codingtolerated(0.06)possibly_damaging(0.844)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TIMM17BSNVMissense_Mutationnovelc.113N>Ap.Arg38Hisp.R38HO60830protein_codingdeleterious(0.01)benign(0.33)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TIMM17BSNVMissense_Mutationnovelc.400N>Tp.Arg134Trpp.R134WO60830protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
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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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