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: KLHDC10

Gene summary for KLHDC10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KLHDC10

Gene ID

23008

Gene namekelch domain containing 10
Gene Aliasslim
Cytomap7q32.2
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

Q6PID8


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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
23008KLHDC10HTA11_347_2000001011HumanColorectumAD1.56e-085.98e-01-0.1954
23008KLHDC10F007HumanColorectumFAP1.69e-06-4.48e-010.1176
23008KLHDC10A001-C-207HumanColorectumFAP8.92e-12-4.60e-010.1278
23008KLHDC10A015-C-203HumanColorectumFAP4.58e-26-5.04e-01-0.1294
23008KLHDC10A015-C-204HumanColorectumFAP9.96e-11-4.57e-01-0.0228
23008KLHDC10A014-C-040HumanColorectumFAP3.31e-06-5.48e-01-0.1184
23008KLHDC10A002-C-201HumanColorectumFAP8.53e-19-4.80e-010.0324
23008KLHDC10A001-C-119HumanColorectumFAP2.19e-04-2.36e-01-0.1557
23008KLHDC10A001-C-108HumanColorectumFAP2.01e-19-4.97e-01-0.0272
23008KLHDC10A002-C-205HumanColorectumFAP2.69e-21-3.97e-01-0.1236
23008KLHDC10A014-C-108HumanColorectumFAP3.28e-03-4.06e-01-0.124
23008KLHDC10A001-C-104HumanColorectumFAP7.93e-07-3.74e-010.0184
23008KLHDC10A015-C-005HumanColorectumFAP1.02e-07-3.65e-01-0.0336
23008KLHDC10A015-C-006HumanColorectumFAP5.69e-20-6.40e-01-0.0994
23008KLHDC10A015-C-106HumanColorectumFAP3.09e-18-4.36e-01-0.0511
23008KLHDC10A002-C-114HumanColorectumFAP2.67e-21-5.29e-01-0.1561
23008KLHDC10A015-C-104HumanColorectumFAP1.63e-29-5.48e-01-0.1899
23008KLHDC10A001-C-014HumanColorectumFAP8.15e-16-5.04e-010.0135
23008KLHDC10A002-C-016HumanColorectumFAP2.33e-20-4.69e-010.0521
23008KLHDC10A015-C-002HumanColorectumFAP3.05e-16-6.54e-01-0.0763
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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
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
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:0010498ColorectumADproteasomal protein catabolic process174/3918490/187233.18e-147.66e-12174
GO:0043161ColorectumADproteasome-mediated ubiquitin-dependent protein catabolic process141/3918412/187231.77e-101.68e-08141
GO:0051403ColorectumADstress-activated MAPK cascade72/3918239/187234.77e-045.25e-0372
GO:0031098ColorectumADstress-activated protein kinase signaling cascade74/3918247/187234.80e-045.27e-0374
GO:0070302ColorectumADregulation of stress-activated protein kinase signaling cascade58/3918195/187232.21e-031.74e-0258
GO:0032872ColorectumADregulation of stress-activated MAPK cascade57/3918192/187232.51e-031.92e-0257
GO:00431614ColorectumFAPproteasome-mediated ubiquitin-dependent protein catabolic process98/2622412/187235.41e-084.20e-0698
GO:00104984ColorectumFAPproteasomal protein catabolic process110/2622490/187232.12e-071.26e-05110
GO:00310983ColorectumFAPstress-activated protein kinase signaling cascade61/2622247/187234.79e-061.57e-0461
GO:00514033ColorectumFAPstress-activated MAPK cascade59/2622239/187236.90e-062.11e-0459
GO:00703022ColorectumFAPregulation of stress-activated protein kinase signaling cascade48/2622195/187235.14e-051.04e-0348
GO:00328722ColorectumFAPregulation of stress-activated MAPK cascade47/2622192/187237.08e-051.32e-0347
GO:0070304ColorectumFAPpositive regulation of stress-activated protein kinase signaling cascade31/2622128/187231.35e-031.24e-0231
GO:0032874ColorectumFAPpositive regulation of stress-activated MAPK cascade30/2622126/187232.13e-031.76e-0230
GO:00310984ColorectumCRCstress-activated protein kinase signaling cascade51/2078247/187238.35e-063.00e-0451
GO:00514034ColorectumCRCstress-activated MAPK cascade49/2078239/187231.52e-054.69e-0449
GO:00703023ColorectumCRCregulation of stress-activated protein kinase signaling cascade41/2078195/187233.99e-059.63e-0441
GO:00328723ColorectumCRCregulation of stress-activated MAPK cascade40/2078192/187236.11e-051.35e-0340
GO:00431615ColorectumCRCproteasome-mediated ubiquitin-dependent protein catabolic process69/2078412/187233.16e-044.90e-0369
GO:00104985ColorectumCRCproteasomal protein catabolic process77/2078490/187231.03e-031.21e-0277
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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
KLHDC10SNVMissense_Mutationc.626N>Cp.Gly209Alap.G209AQ6PID8protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
KLHDC10SNVMissense_Mutationc.643A>Tp.Ile215Phep.I215FQ6PID8protein_codingtolerated(0.7)probably_damaging(0.943)TCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
KLHDC10SNVMissense_Mutationnovelc.279N>Gp.Ser93Argp.S93RQ6PID8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-VS-A9UZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KLHDC10deletionFrame_Shift_Delc.977delAp.Asn326MetfsTer13p.N326Mfs*13Q6PID8protein_codingTCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
KLHDC10deletionFrame_Shift_Delc.747_754delAAACAACCp.Asn250IlefsTer3p.N250Ifs*3Q6PID8protein_codingTCGA-D5-6532-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
KLHDC10SNVMissense_Mutationnovelc.320T>Cp.Phe107Serp.F107SQ6PID8protein_codingdeleterious(0)probably_damaging(0.977)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
KLHDC10SNVMissense_Mutationnovelc.1180T>Cp.Ser394Prop.S394PQ6PID8protein_codingtolerated(0.07)probably_damaging(0.915)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
KLHDC10SNVMissense_Mutationc.224T>Cp.Ile75Thrp.I75TQ6PID8protein_codingtolerated(0.36)benign(0.011)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
KLHDC10SNVMissense_Mutationrs753525778c.1319N>Ap.Arg440Hisp.R440HQ6PID8protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
KLHDC10SNVMissense_Mutationnovelc.692N>Ap.Ser231Asnp.S231NQ6PID8protein_codingtolerated(0.21)benign(0.054)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
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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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