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: CHTF8

Gene summary for CHTF8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CHTF8

Gene ID

54921

Gene namechromosome transmission fidelity factor 8
Gene AliasCTF8
Cytomap16q22.1
Gene Typeprotein-coding
GO ID

GO:0000070

UniProtAcc

P0CG13


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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
54921CHTF8HTA11_3410_2000001011HumanColorectumAD5.92e-041.20e-010.0155
54921CHTF8HTA11_2487_2000001011HumanColorectumSER1.29e-052.17e-01-0.1808
54921CHTF8HTA11_1938_2000001011HumanColorectumAD2.44e-124.34e-01-0.0811
54921CHTF8HTA11_78_2000001011HumanColorectumAD8.31e-042.08e-01-0.1088
54921CHTF8HTA11_347_2000001011HumanColorectumAD9.00e-153.66e-01-0.1954
54921CHTF8HTA11_411_2000001011HumanColorectumSER2.77e-025.17e-01-0.2602
54921CHTF8HTA11_3361_2000001011HumanColorectumAD6.06e-083.82e-01-0.1207
54921CHTF8HTA11_83_2000001011HumanColorectumSER3.05e-053.36e-01-0.1526
54921CHTF8HTA11_696_2000001011HumanColorectumAD1.82e-073.22e-01-0.1464
54921CHTF8HTA11_866_2000001011HumanColorectumAD2.26e-021.99e-01-0.1001
54921CHTF8HTA11_1391_2000001011HumanColorectumAD1.19e-175.00e-01-0.059
54921CHTF8HTA11_546_2000001011HumanColorectumAD9.37e-073.45e-01-0.0842
54921CHTF8HTA11_866_3004761011HumanColorectumAD1.83e-123.56e-010.096
54921CHTF8HTA11_4255_2000001011HumanColorectumSER3.13e-043.32e-010.0446
54921CHTF8HTA11_8622_2000001021HumanColorectumSER1.08e-043.56e-010.0528
54921CHTF8HTA11_7663_2000001011HumanColorectumSER4.12e-043.71e-010.0131
54921CHTF8HTA11_10711_2000001011HumanColorectumAD8.57e-042.71e-010.0338
54921CHTF8HTA11_7696_3000711011HumanColorectumAD5.19e-042.75e-010.0674
54921CHTF8HTA11_6818_2000001011HumanColorectumAD2.35e-044.06e-010.0112
54921CHTF8HTA11_7469_2000001011HumanColorectumAD1.92e-034.10e-01-0.0124
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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:0051052ColorectumADregulation of DNA metabolic process116/3918359/187232.47e-071.00e-05116
GO:0051054ColorectumADpositive regulation of DNA metabolic process73/3918201/187233.27e-071.29e-0573
GO:2000278ColorectumADregulation of DNA biosynthetic process41/3918106/187232.17e-054.33e-0441
GO:2000573ColorectumADpositive regulation of DNA biosynthetic process28/391866/187236.35e-051.05e-0328
GO:0071897ColorectumADDNA biosynthetic process55/3918180/187231.46e-031.24e-0255
GO:0032392ColorectumADDNA geometric change31/391890/187232.02e-031.63e-0231
GO:0007064ColorectumADmitotic sister chromatid cohesion13/391828/187232.22e-031.75e-0213
GO:0007062ColorectumADsister chromatid cohesion23/391862/187232.51e-031.92e-0223
GO:0140014ColorectumADmitotic nuclear division78/3918287/187236.48e-034.05e-0278
GO:20002781ColorectumSERregulation of DNA biosynthetic process33/2897106/187233.83e-059.82e-0433
GO:00510541ColorectumSERpositive regulation of DNA metabolic process53/2897201/187234.51e-051.13e-0353
GO:00510521ColorectumSERregulation of DNA metabolic process83/2897359/187238.03e-051.77e-0383
GO:20005731ColorectumSERpositive regulation of DNA biosynthetic process22/289766/187232.44e-044.17e-0322
GO:00718971ColorectumSERDNA biosynthetic process43/2897180/187231.99e-031.98e-0243
GO:00510522ColorectumMSSregulation of DNA metabolic process108/3467359/187235.86e-083.10e-06108
GO:00510542ColorectumMSSpositive regulation of DNA metabolic process69/3467201/187236.33e-083.26e-0669
GO:20002782ColorectumMSSregulation of DNA biosynthetic process37/3467106/187234.48e-058.28e-0437
GO:20005732ColorectumMSSpositive regulation of DNA biosynthetic process26/346766/187235.97e-051.04e-0326
GO:00323921ColorectumMSSDNA geometric change29/346790/187231.26e-031.20e-0229
GO:00718972ColorectumMSSDNA biosynthetic process50/3467180/187231.45e-031.35e-0250
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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
CHTF8SNVMissense_Mutationnovelc.160N>Ap.Val54Metp.V54MP0CG13protein_codingdeleterious(0)probably_damaging(0.977)TCGA-AJ-A3OJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
CHTF8SNVMissense_Mutationc.361N>Tp.Val121Leup.V121LP0CG13protein_codingtolerated(0.1)possibly_damaging(0.573)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CHTF8SNVMissense_Mutationc.140A>Tp.Glu47Valp.E47VP0CG13protein_codingtolerated(0.11)possibly_damaging(0.795)TCGA-55-A57B-01Lunglung adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CHTF8SNVMissense_Mutationc.309N>Cp.Lys103Asnp.K103NP0CG13protein_codingdeleterious(0)probably_damaging(0.999)TCGA-60-2698-01Lunglung squamous cell carcinomaMale<65I/IIChemotherapymithramycinPD
CHTF8SNVMissense_Mutationrs769216163c.277C>Tp.Arg93Trpp.R93WP0CG13protein_codingtolerated(0.07)benign(0)TCGA-94-7943-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownPD
CHTF8SNVMissense_Mutationrs774439830c.70N>Tp.Gly24Trpp.G24WP0CG13protein_codingdeleterious(0)probably_damaging(1)TCGA-CN-5363-01Oral cavityhead & neck squamous cell carcinomaMale<65I/IIUnknownUnknownPD
CHTF8SNVMissense_Mutationnovelc.212N>Tp.Ala71Valp.A71VP0CG13protein_codingtolerated(0.15)possibly_damaging(0.836)TCGA-XK-AAIW-01Prostateprostate adenocarcinomaMale>=659UnknownUnknownPD
CHTF8SNVMissense_Mutationrs183034674c.86N>Ap.Arg29Hisp.R29HP0CG13protein_codingtolerated(0.06)probably_damaging(0.984)TCGA-VQ-A8P2-01Stomachstomach adenocarcinomaMale>=65III/IVUnspecificComplete Response
CHTF8deletionFrame_Shift_Delnovelc.86_123delNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNp.Arg29ProfsTer6p.R29Pfs*6P0CG13protein_codingTCGA-D7-6524-01Stomachstomach adenocarcinomaMale<65I/IIUnknownUnknownPD
CHTF8SNVMissense_Mutationnovelc.325N>Ap.Arg109Serp.R109SP0CG13protein_codingdeleterious(0)probably_damaging(0.988)TCGA-BJ-A290-01Thyroidthyroid carcinomaMale>=65III/IVUnknownUnknownPD
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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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