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: TIMM8B

Gene summary for TIMM8B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TIMM8B

Gene ID

26521

Gene nametranslocase of inner mitochondrial membrane 8 homolog B
Gene AliasDDP2
Cytomap11q23.1
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

G3XAN8


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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
26521TIMM8BGSM4909281HumanBreastIDC1.14e-205.84e-010.21
26521TIMM8BGSM4909285HumanBreastIDC3.19e-021.97e-010.21
26521TIMM8BGSM4909286HumanBreastIDC8.17e-134.05e-010.1081
26521TIMM8BGSM4909287HumanBreastIDC5.46e-114.63e-010.2057
26521TIMM8BGSM4909288HumanBreastIDC4.29e-036.07e-030.0988
26521TIMM8BGSM4909290HumanBreastIDC3.89e-368.34e-010.2096
26521TIMM8BGSM4909293HumanBreastIDC1.15e-073.18e-010.1581
26521TIMM8BGSM4909294HumanBreastIDC1.83e-063.55e-010.2022
26521TIMM8BGSM4909296HumanBreastIDC4.56e-111.93e-010.1524
26521TIMM8BGSM4909297HumanBreastIDC1.82e-12-2.40e-010.1517
26521TIMM8BGSM4909311HumanBreastIDC9.16e-27-2.57e-010.1534
26521TIMM8BGSM4909312HumanBreastIDC1.31e-09-2.07e-010.1552
26521TIMM8BGSM4909313HumanBreastIDC1.91e-02-1.77e-010.0391
26521TIMM8BGSM4909315HumanBreastIDC2.85e-02-2.30e-010.21
26521TIMM8BGSM4909319HumanBreastIDC5.47e-36-1.44e-010.1563
26521TIMM8BGSM4909320HumanBreastIDC1.31e-02-1.36e-010.1575
26521TIMM8BGSM4909321HumanBreastIDC6.06e-12-1.82e-010.1559
26521TIMM8Bbrca2HumanBreastPrecancer8.10e-103.57e-01-0.024
26521TIMM8Bbrca3HumanBreastPrecancer4.39e-021.71e-01-0.0263
26521TIMM8BM2HumanBreastIDC5.37e-037.41e-020.21
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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:00068398BreastPrecancermitochondrial transport45/1080254/187231.37e-111.88e-0945
GO:00705858BreastPrecancerprotein localization to mitochondrion21/1080125/187239.07e-062.42e-0421
GO:00070066BreastPrecancermitochondrial membrane organization20/1080116/187239.88e-062.61e-0420
GO:00726558BreastPrecancerestablishment of protein localization to mitochondrion20/1080120/187231.66e-054.03e-0420
GO:00901516BreastPrecancerestablishment of protein localization to mitochondrial membrane8/108030/187232.24e-043.40e-038
GO:00066268BreastPrecancerprotein targeting to mitochondrion15/1080100/187235.94e-047.48e-0315
GO:00066059BreastPrecancerprotein targeting33/1080314/187236.50e-047.99e-0333
GO:00725948BreastPrecancerestablishment of protein localization to organelle41/1080422/187237.75e-049.20e-0341
GO:00512045BreastPrecancerprotein insertion into mitochondrial membrane6/108025/187232.49e-032.28e-026
GO:0045039BreastPrecancerprotein insertion into mitochondrial inner membrane4/108012/187233.75e-033.04e-024
GO:000683913BreastIDCmitochondrial transport51/1434254/187231.54e-101.83e-0851
GO:007058513BreastIDCprotein localization to mitochondrion23/1434125/187236.92e-051.40e-0323
GO:007265513BreastIDCestablishment of protein localization to mitochondrion22/1434120/187231.04e-041.97e-0322
GO:000660514BreastIDCprotein targeting43/1434314/187231.44e-042.53e-0343
GO:000700613BreastIDCmitochondrial membrane organization21/1434116/187231.78e-043.00e-0321
GO:007259413BreastIDCestablishment of protein localization to organelle51/1434422/187237.94e-049.55e-0351
GO:000662613BreastIDCprotein targeting to mitochondrion17/1434100/187231.47e-031.50e-0217
GO:009015112BreastIDCestablishment of protein localization to mitochondrial membrane8/143430/187231.48e-031.50e-028
GO:000683923BreastDCISmitochondrial transport51/1390254/187235.04e-116.79e-0951
GO:007058522BreastDCISprotein localization to mitochondrion23/1390125/187234.28e-059.05e-0423
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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
TIMM8BSNVMissense_Mutationc.55N>Ap.Leu19Metp.L19Mprotein_codingtolerated(0.11)benign(0.202)TCGA-D8-A1X9-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycin+cyclophosphamideSD
TIMM8BSNVMissense_Mutationrs538340896c.262N>Tp.Arg88Trpp.R88Wprotein_codingdeleterious(0.02)benign(0.003)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TIMM8BSNVMissense_Mutationnovelc.230G>Ap.Arg77Hisp.R77Hprotein_codingtolerated(0.07)benign(0.003)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
TIMM8BSNVMissense_Mutationnovelc.153N>Gp.Cys51Trpp.C51Wprotein_codingdeleterious(0.01)probably_damaging(0.993)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TIMM8BSNVMissense_Mutationrs116405897c.185G>Ap.Arg62Hisp.R62Hprotein_codingdeleterious(0.01)benign(0.003)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
TIMM8BSNVMissense_Mutationnovelc.25N>Tp.Val9Leup.V9Lprotein_codingtolerated_low_confidence(0.56)unknown(0)TCGA-49-4512-01Lunglung adenocarcinomaFemale>=65III/IVUnspecificPD
TIMM8BSNVMissense_Mutationnovelc.61G>Ap.Glu21Lysp.E21Kprotein_codingtolerated(0.49)benign(0.006)TCGA-86-8672-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownSD
TIMM8BSNVMissense_Mutationnovelc.160A>Gp.Lys54Glup.K54Eprotein_codingdeleterious(0.01)probably_damaging(0.981)TCGA-R5-A7ZR-01Stomachstomach adenocarcinomaFemale>=65III/IVUnknownUnknownPD
TIMM8BSNVMissense_Mutationnovelc.62N>Gp.Glu21Glyp.E21Gprotein_codingtolerated(0.23)benign(0.327)TCGA-VQ-A8PP-01Stomachstomach adenocarcinomaMale>=65III/IVChemotherapyfluorouracilPD
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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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