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: KLHL11

Gene summary for KLHL11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KLHL11

Gene ID

55175

Gene namekelch like family member 11
Gene AliasKLHL11
Cytomap17q21.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

A0A024R1T8


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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
55175KLHL11LZE4THumanEsophagusESCC7.96e-153.63e-010.0811
55175KLHL11LZE7THumanEsophagusESCC3.01e-103.83e-010.0667
55175KLHL11LZE21D1HumanEsophagusHGIN4.41e-042.97e-010.0632
55175KLHL11LZE22THumanEsophagusESCC1.57e-023.63e-010.068
55175KLHL11LZE24THumanEsophagusESCC7.41e-132.98e-010.0596
55175KLHL11LZE22D3HumanEsophagusHGIN1.73e-023.63e-010.0653
55175KLHL11LZE21THumanEsophagusESCC6.52e-032.06e-010.0655
55175KLHL11P1T-EHumanEsophagusESCC3.58e-073.13e-010.0875
55175KLHL11P2T-EHumanEsophagusESCC4.30e-102.12e-010.1177
55175KLHL11P4T-EHumanEsophagusESCC1.05e-031.29e-010.1323
55175KLHL11P5T-EHumanEsophagusESCC4.17e-051.72e-010.1327
55175KLHL11P8T-EHumanEsophagusESCC1.66e-028.31e-020.0889
55175KLHL11P11T-EHumanEsophagusESCC1.13e-062.94e-010.1426
55175KLHL11P12T-EHumanEsophagusESCC1.76e-122.65e-010.1122
55175KLHL11P15T-EHumanEsophagusESCC4.46e-142.79e-010.1149
55175KLHL11P16T-EHumanEsophagusESCC8.56e-122.43e-010.1153
55175KLHL11P20T-EHumanEsophagusESCC1.16e-153.36e-010.1124
55175KLHL11P21T-EHumanEsophagusESCC8.40e-041.29e-010.1617
55175KLHL11P22T-EHumanEsophagusESCC3.52e-193.39e-010.1236
55175KLHL11P23T-EHumanEsophagusESCC2.37e-122.90e-010.108
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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
∗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
KLHL11SNVMissense_Mutationc.1592N>Ap.Thr531Asnp.T531NQ9NVR0protein_codingdeleterious(0.04)benign(0.243)TCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
KLHL11insertionNonsense_Mutationnovelc.1774_1775insAGGTTCTCTCAAGCGp.Leu592delinsTerp.L592delins*Q9NVR0protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
KLHL11deletionFrame_Shift_Delc.827_870delNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNp.Arg276IlefsTer25p.R276Ifs*25Q9NVR0protein_codingTCGA-AR-A0TS-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
KLHL11SNVMissense_Mutationnovelc.523N>Ap.Glu175Lysp.E175KQ9NVR0protein_codingdeleterious(0.03)benign(0.175)TCGA-C5-A8YQ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
KLHL11SNVMissense_Mutationc.2094G>Ap.Met698Ilep.M698IQ9NVR0protein_codingdeleterious_low_confidence(0.04)benign(0)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KLHL11SNVMissense_Mutationc.1844G>Cp.Gly615Alap.G615AQ9NVR0protein_codingdeleterious(0.04)probably_damaging(1)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
KLHL11SNVMissense_Mutationnovelc.1126N>Ap.Glu376Lysp.E376KQ9NVR0protein_codingtolerated(0.06)benign(0.099)TCGA-MY-A913-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KLHL11SNVMissense_Mutationnovelc.1483N>Gp.Lys495Glup.K495EQ9NVR0protein_codingtolerated(0.13)benign(0.028)TCGA-VS-A9UJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
KLHL11SNVMissense_Mutationnovelc.307N>Ap.Ala103Thrp.A103TQ9NVR0protein_codingtolerated(0.22)benign(0.239)TCGA-VS-A9V4-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
KLHL11SNVMissense_Mutationc.1358N>Tp.Gly453Valp.G453VQ9NVR0protein_codingdeleterious(0)probably_damaging(0.989)TCGA-AA-3492-01Colorectumcolon 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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