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: KLHL23

Gene summary for KLHL23

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KLHL23

Gene ID

151230

Gene namekelch like family member 23
Gene AliasDITHP
Cytomap2q31.1
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

Q8NBE8


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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
151230KLHL23LZE7THumanEsophagusESCC4.48e-044.09e-010.0667
151230KLHL23LZE8THumanEsophagusESCC3.74e-028.77e-020.067
151230KLHL23P2T-EHumanEsophagusESCC2.33e-275.07e-010.1177
151230KLHL23P4T-EHumanEsophagusESCC6.89e-072.63e-010.1323
151230KLHL23P8T-EHumanEsophagusESCC8.56e-121.81e-010.0889
151230KLHL23P9T-EHumanEsophagusESCC5.62e-133.22e-010.1131
151230KLHL23P10T-EHumanEsophagusESCC9.23e-244.85e-010.116
151230KLHL23P12T-EHumanEsophagusESCC6.45e-142.94e-010.1122
151230KLHL23P15T-EHumanEsophagusESCC9.83e-077.12e-020.1149
151230KLHL23P16T-EHumanEsophagusESCC1.00e-204.64e-010.1153
151230KLHL23P20T-EHumanEsophagusESCC2.49e-089.25e-020.1124
151230KLHL23P22T-EHumanEsophagusESCC2.56e-112.00e-010.1236
151230KLHL23P23T-EHumanEsophagusESCC2.00e-062.20e-010.108
151230KLHL23P26T-EHumanEsophagusESCC9.22e-121.68e-010.1276
151230KLHL23P27T-EHumanEsophagusESCC3.69e-071.91e-010.1055
151230KLHL23P28T-EHumanEsophagusESCC1.47e-112.35e-010.1149
151230KLHL23P30T-EHumanEsophagusESCC2.40e-074.05e-010.137
151230KLHL23P31T-EHumanEsophagusESCC1.73e-026.28e-020.1251
151230KLHL23P40T-EHumanEsophagusESCC3.48e-038.82e-020.109
151230KLHL23P42T-EHumanEsophagusESCC1.43e-051.47e-010.1175
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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
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
KLHL23SNVMissense_Mutationc.742N>Cp.Thr248Prop.T248PQ8NBE8protein_codingtolerated(0.13)benign(0.222)TCGA-C8-A131-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
KLHL23SNVMissense_Mutationnovelc.1013N>Ap.Thr338Lysp.T338KQ8NBE8protein_codingtolerated(0.2)benign(0.045)TCGA-LL-A5YP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
KLHL23insertionFrame_Shift_Insnovelc.159_160insCGCGGGCGGCACGCGGCGCCCTCGAGTCCAGCCCCGCTCCTp.Val54ArgfsTer16p.V54Rfs*16Q8NBE8protein_codingTCGA-A8-A082-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
KLHL23insertionNonsense_Mutationnovelc.1591_1592insGAAAGTTTCAGGTGTATTCCATTACCTGGGAGCAGACATGAp.Asp531GlyfsTer14p.D531Gfs*14Q8NBE8protein_codingTCGA-AN-A0FS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KLHL23SNVMissense_Mutationc.301G>Cp.Glu101Glnp.E101QQ8NBE8protein_codingtolerated(0.6)benign(0.015)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
KLHL23SNVMissense_Mutationc.1411N>Tp.Val471Phep.V471FQ8NBE8protein_codingdeleterious(0)possibly_damaging(0.884)TCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
KLHL23SNVMissense_Mutationc.383N>Ap.Arg128Glnp.R128QQ8NBE8protein_codingtolerated(0.9)benign(0.009)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KLHL23SNVMissense_Mutationc.383G>Ap.Arg128Glnp.R128QQ8NBE8protein_codingtolerated(0.9)benign(0.009)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
KLHL23SNVMissense_Mutationc.1164C>Ap.Phe388Leup.F388LQ8NBE8protein_codingtolerated(0.77)benign(0.065)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
KLHL23SNVMissense_Mutationc.745G>Ap.Glu249Lysp.E249KQ8NBE8protein_codingtolerated(0.42)benign(0.095)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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