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: KLHDC8B

Gene summary for KLHDC8B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KLHDC8B

Gene ID

200942

Gene namekelch domain containing 8B
Gene AliasCHL
Cytomap3p21.31
Gene Typeprotein-coding
GO ID

GO:0000278

UniProtAcc

A0A024R2X4


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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
200942KLHDC8BLZE4THumanEsophagusESCC2.02e-041.87e-010.0811
200942KLHDC8BLZE24THumanEsophagusESCC3.04e-123.17e-010.0596
200942KLHDC8BP2T-EHumanEsophagusESCC1.19e-046.31e-020.1177
200942KLHDC8BP4T-EHumanEsophagusESCC1.01e-082.29e-010.1323
200942KLHDC8BP5T-EHumanEsophagusESCC1.46e-092.03e-010.1327
200942KLHDC8BP8T-EHumanEsophagusESCC5.61e-035.78e-020.0889
200942KLHDC8BP9T-EHumanEsophagusESCC2.91e-051.70e-010.1131
200942KLHDC8BP10T-EHumanEsophagusESCC1.02e-064.48e-020.116
200942KLHDC8BP11T-EHumanEsophagusESCC8.61e-094.15e-010.1426
200942KLHDC8BP12T-EHumanEsophagusESCC1.16e-171.92e-010.1122
200942KLHDC8BP15T-EHumanEsophagusESCC8.19e-041.21e-010.1149
200942KLHDC8BP16T-EHumanEsophagusESCC5.22e-087.91e-020.1153
200942KLHDC8BP17T-EHumanEsophagusESCC2.24e-021.65e-010.1278
200942KLHDC8BP19T-EHumanEsophagusESCC3.79e-022.89e-010.1662
200942KLHDC8BP20T-EHumanEsophagusESCC2.84e-071.95e-010.1124
200942KLHDC8BP21T-EHumanEsophagusESCC2.23e-284.83e-010.1617
200942KLHDC8BP22T-EHumanEsophagusESCC1.28e-058.55e-020.1236
200942KLHDC8BP23T-EHumanEsophagusESCC4.49e-092.51e-010.108
200942KLHDC8BP24T-EHumanEsophagusESCC2.03e-091.73e-010.1287
200942KLHDC8BP26T-EHumanEsophagusESCC8.65e-099.79e-020.1276
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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
∗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:014001414EsophagusESCCmitotic nuclear division218/8552287/187236.17e-261.78e-23218
GO:000705911EsophagusESCCchromosome segregation238/8552346/187231.72e-181.82e-16238
GO:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:00988133EsophagusESCCnuclear chromosome segregation187/8552281/187231.00e-124.36e-11187
GO:00002802EsophagusESCCnuclear division270/8552439/187231.17e-114.24e-10270
GO:000028115EsophagusESCCmitotic cytokinesis58/855271/187234.34e-101.15e-0858
GO:003250614EsophagusESCCcytokinetic process35/855239/187239.38e-091.90e-0735
GO:000091016EsophagusESCCcytokinesis115/8552173/187232.48e-084.68e-07115
GO:006164015EsophagusESCCcytoskeleton-dependent cytokinesis72/8552100/187238.10e-081.39e-0672
GO:190241014EsophagusESCCmitotic cytokinetic process22/855223/187234.17e-075.71e-0622
GO:19024105LiverCirrhoticmitotic cytokinetic process15/463423/187234.75e-055.50e-0415
GO:00325063LiverCirrhoticcytokinetic process21/463439/187239.13e-059.74e-0421
GO:00002812LiverCirrhoticmitotic cytokinesis32/463471/187231.48e-041.42e-0332
GO:01400142LiverCirrhoticmitotic nuclear division97/4634287/187233.32e-042.87e-0397
GO:00009105LiverCirrhoticcytokinesis62/4634173/187237.13e-045.33e-0362
GO:00616402LiverCirrhoticcytoskeleton-dependent cytokinesis38/4634100/187232.22e-031.35e-0238
GO:014001411LiverHCCmitotic nuclear division174/7958287/187233.74e-101.23e-08174
GO:0007059LiverHCCchromosome segregation197/7958346/187233.57e-087.87e-07197
GO:003250611LiverHCCcytokinetic process32/795839/187234.73e-077.69e-0632
GO:000028111LiverHCCmitotic cytokinesis51/795871/187235.20e-078.38e-0651
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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
KLHDC8BSNVMissense_Mutationc.406G>Ap.Gly136Serp.G136SQ8IXV7protein_codingtolerated(0.07)probably_damaging(0.94)TCGA-BH-A0BG-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KLHDC8BSNVMissense_Mutationc.742N>Cp.Val248Leup.V248LQ8IXV7protein_codingtolerated(0.07)possibly_damaging(0.677)TCGA-C8-A12W-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
KLHDC8BSNVMissense_Mutationrs770398325c.872N>Cp.Asn291Thrp.N291TQ8IXV7protein_codingdeleterious(0.01)probably_damaging(0.995)TCGA-EW-A1P7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinPD
KLHDC8BSNVMissense_Mutationnovelc.579N>Cp.Glu193Aspp.E193DQ8IXV7protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
KLHDC8BSNVMissense_Mutationrs756090460c.325N>Tp.Arg109Cysp.R109CQ8IXV7protein_codingdeleterious(0)possibly_damaging(0.634)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
KLHDC8BSNVMissense_Mutationc.713N>Gp.Phe238Cysp.F238CQ8IXV7protein_codingdeleterious(0.01)probably_damaging(0.969)TCGA-DM-A28F-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
KLHDC8BSNVMissense_Mutationc.797G>Ap.Arg266Hisp.R266HQ8IXV7protein_codingtolerated(0.46)possibly_damaging(0.808)TCGA-F4-6569-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinCR
KLHDC8BSNVMissense_Mutationc.695N>Cp.Gln232Prop.Q232PQ8IXV7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
KLHDC8BSNVMissense_Mutationrs139371579c.611N>Ap.Arg204Glnp.R204QQ8IXV7protein_codingdeleterious(0.03)possibly_damaging(0.84)TCGA-AF-A56L-01Colorectumrectum adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinCR
KLHDC8BdeletionFrame_Shift_Delc.108delNp.Gly38ValfsTer38p.G38Vfs*38Q8IXV7protein_codingTCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=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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