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: KLHL29

Gene summary for KLHL29

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KLHL29

Gene ID

114818

Gene namekelch like family member 29
Gene AliasKBTBD9
Cytomap2p24.1
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

Q96CT2


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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
114818KLHL29HTA11_347_2000001011HumanColorectumAD3.10e-031.73e-02-0.1954
114818KLHL29HTA11_696_2000001011HumanColorectumAD1.84e-052.81e-01-0.1464
114818KLHL29HTA11_866_3004761011HumanColorectumAD9.54e-103.76e-010.096
114818KLHL29HTA11_10711_2000001011HumanColorectumAD1.06e-032.49e-010.0338
114818KLHL29HTA11_6818_2000001011HumanColorectumAD4.04e-024.87e-010.0112
114818KLHL29HTA11_6818_2000001021HumanColorectumAD5.13e-065.62e-010.0588
114818KLHL29HTA11_99999970781_79442HumanColorectumMSS7.18e-032.41e-010.294
114818KLHL29HTA11_99999971662_82457HumanColorectumMSS3.17e-226.81e-010.3859
114818KLHL29CRC-3-11773HumanColorectumCRC7.90e-114.89e-010.2564
114818KLHL29RNA-P25T1-P25T1-1HumanLungAIS2.30e-085.45e-01-0.2116
114818KLHL29RNA-P25T1-P25T1-4HumanLungAIS1.72e-106.94e-01-0.2119
114818KLHL29RNA-P6T2-P6T2-2HumanLungIAC7.30e-093.97e-01-0.0132
114818KLHL29RNA-P6T2-P6T2-3HumanLungIAC4.78e-134.67e-01-0.013
114818KLHL29RNA-P6T2-P6T2-4HumanLungIAC5.57e-053.41e-01-0.0121
114818KLHL29RNA-P7T1-P7T1-1HumanLungAIS2.95e-035.12e-01-0.0961
114818KLHL29HTA12-15-2HumanPancreasPDAC4.41e-042.83e-010.2315
114818KLHL29HTA12-23-1HumanPancreasPDAC2.93e-098.35e-010.3405
114818KLHL29HTA12-25-1HumanPancreasPDAC2.41e-107.39e-010.313
114818KLHL29HTA12-26-1HumanPancreasPDAC3.27e-241.01e+000.3728
114818KLHL29HTA12-29-1HumanPancreasPDAC3.68e-326.95e-010.3722
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
∗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
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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
KLHL29SNVMissense_Mutationc.379N>Tp.Asp127Tyrp.D127YQ96CT2protein_codingdeleterious_low_confidence(0)probably_damaging(0.986)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
KLHL29SNVMissense_Mutationnovelc.2466N>Cp.Lys822Asnp.K822NQ96CT2protein_codingdeleterious(0)probably_damaging(0.973)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
KLHL29SNVMissense_Mutationnovelc.1535G>Ap.Arg512Hisp.R512HQ96CT2protein_codingdeleterious(0)probably_damaging(0.997)TCGA-EW-A423-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
KLHL29insertionIn_Frame_Insnovelc.1173_1174insCCCATCCATAGCTCATGCTTTTTGATTTGCATCTTTTTTTGCATGp.Phe391_Val392insProIleHisSerSerCysPheLeuIleCysIlePhePheCysMetp.F391_V392insPIHSSCFLICIFFCMQ96CT2protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
KLHL29SNVMissense_Mutationnovelc.1673G>Ap.Arg558Hisp.R558HQ96CT2protein_codingdeleterious(0.04)benign(0.294)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KLHL29SNVMissense_Mutationc.2068N>Ap.Gly690Argp.G690RQ96CT2protein_codingdeleterious(0)probably_damaging(0.998)TCGA-EK-A2PL-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
KLHL29SNVMissense_Mutationnovelc.2597T>Cp.Val866Alap.V866AQ96CT2protein_codingdeleterious(0.05)benign(0.398)TCGA-VS-A9UC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
KLHL29SNVMissense_Mutationc.568N>Tp.Pro190Serp.P190SQ96CT2protein_codingtolerated_low_confidence(0.09)benign(0.373)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
KLHL29SNVMissense_Mutationc.457N>Ap.Ala153Thrp.A153TQ96CT2protein_codingtolerated_low_confidence(0.14)benign(0.015)TCGA-AA-3956-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
KLHL29SNVMissense_Mutationnovelc.752C>Ap.Ala251Aspp.A251DQ96CT2protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.522)TCGA-AA-3984-01Colorectumcolon 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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