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: KIAA2013

Gene summary for KIAA2013

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KIAA2013

Gene ID

90231

Gene nameKIAA2013
Gene AliasKIAA2013
Cytomap1p36.22
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q8IYS2


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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
90231KIAA2013HTA11_2487_2000001011HumanColorectumSER2.02e-187.44e-01-0.1808
90231KIAA2013HTA11_1938_2000001011HumanColorectumAD1.23e-064.27e-01-0.0811
90231KIAA2013HTA11_78_2000001011HumanColorectumAD1.79e-043.05e-01-0.1088
90231KIAA2013HTA11_347_2000001011HumanColorectumAD2.49e-297.20e-01-0.1954
90231KIAA2013HTA11_411_2000001011HumanColorectumSER2.10e-036.83e-01-0.2602
90231KIAA2013HTA11_2112_2000001011HumanColorectumSER2.72e-034.41e-01-0.2196
90231KIAA2013HTA11_3361_2000001011HumanColorectumAD3.12e-126.01e-01-0.1207
90231KIAA2013HTA11_83_2000001011HumanColorectumSER2.90e-104.46e-01-0.1526
90231KIAA2013HTA11_696_2000001011HumanColorectumAD1.59e-206.89e-01-0.1464
90231KIAA2013HTA11_866_2000001011HumanColorectumAD2.69e-134.74e-01-0.1001
90231KIAA2013HTA11_1391_2000001011HumanColorectumAD5.92e-156.19e-01-0.059
90231KIAA2013HTA11_2992_2000001011HumanColorectumSER4.87e-044.86e-01-0.1706
90231KIAA2013HTA11_5212_2000001011HumanColorectumAD8.33e-033.60e-01-0.2061
90231KIAA2013HTA11_546_2000001011HumanColorectumAD3.44e-033.87e-01-0.0842
90231KIAA2013HTA11_7862_2000001011HumanColorectumAD1.89e-115.89e-01-0.0179
90231KIAA2013HTA11_866_3004761011HumanColorectumAD7.16e-216.07e-010.096
90231KIAA2013HTA11_8622_2000001021HumanColorectumSER9.92e-054.91e-010.0528
90231KIAA2013HTA11_7663_2000001011HumanColorectumSER1.93e-056.06e-010.0131
90231KIAA2013HTA11_10623_2000001011HumanColorectumAD5.37e-086.41e-01-0.0177
90231KIAA2013HTA11_6801_2000001011HumanColorectumSER4.98e-087.05e-010.0171
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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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
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
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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
KIAA2013SNVMissense_Mutationnovelc.1586A>Gp.Asp529Glyp.D529GQ8IYS2protein_codingdeleterious(0.02)benign(0.03)TCGA-A2-A1FW-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
KIAA2013SNVMissense_Mutationnovelc.1156G>Ap.Glu386Lysp.E386KQ8IYS2protein_codingtolerated(0.24)benign(0.077)TCGA-AN-A0FS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KIAA2013SNVMissense_Mutationc.1739N>Gp.Asp580Glyp.D580GQ8IYS2protein_codingdeleterious(0.01)benign(0.396)TCGA-AQ-A1H3-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
KIAA2013SNVMissense_Mutationc.1741G>Ap.Glu581Lysp.E581KQ8IYS2protein_codingdeleterious(0.01)possibly_damaging(0.803)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIAA2013SNVMissense_Mutationc.1426N>Ap.Val476Metp.V476MQ8IYS2protein_codingdeleterious(0.03)probably_damaging(0.994)TCGA-C5-A2LV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KIAA2013insertionFrame_Shift_Insnovelc.1609_1610insAGGACAGCp.Ala537GlufsTer14p.A537Efs*14Q8IYS2protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
KIAA2013SNVMissense_Mutationc.1426N>Ap.Val476Metp.V476MQ8IYS2protein_codingdeleterious(0.03)probably_damaging(0.994)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
KIAA2013SNVMissense_Mutationc.1751N>Tp.Ala584Valp.A584VQ8IYS2protein_codingdeleterious(0.01)possibly_damaging(0.698)TCGA-F4-6703-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
KIAA2013SNVMissense_Mutationrs761268626c.1423G>Ap.Asp475Asnp.D475NQ8IYS2protein_codingtolerated(0.09)benign(0.041)TCGA-QG-A5YW-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapycapecitabineCR
KIAA2013SNVMissense_Mutationnovelc.1736N>Gp.His579Argp.H579RQ8IYS2protein_codingdeleterious(0)probably_damaging(0.986)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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