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: KIAA1958

Gene summary for KIAA1958

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KIAA1958

Gene ID

158405

Gene nameKIAA1958
Gene AliasKIAA1958
Cytomap9q32
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

Q8N8K9


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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
158405KIAA1958CCI_1HumanCervixCC7.04e-055.03e-010.528
158405KIAA1958CCI_2HumanCervixCC2.77e-086.53e-010.5249
158405KIAA1958CCI_3HumanCervixCC6.45e-116.76e-010.516
158405KIAA1958HTA11_3410_2000001011HumanColorectumAD1.45e-06-3.60e-010.0155
158405KIAA1958HTA11_866_2000001011HumanColorectumAD4.99e-03-3.10e-01-0.1001
158405KIAA1958HTA11_7696_3000711011HumanColorectumAD1.66e-04-3.58e-010.0674
158405KIAA1958HTA11_99999965062_69753HumanColorectumMSI-H2.11e-028.16e-010.3487
158405KIAA1958HTA11_99999974143_84620HumanColorectumMSS5.36e-07-3.14e-010.3005
158405KIAA1958A001-C-207HumanColorectumFAP4.08e-04-3.46e-010.1278
158405KIAA1958A015-C-203HumanColorectumFAP1.03e-18-4.39e-01-0.1294
158405KIAA1958A015-C-204HumanColorectumFAP4.52e-06-4.09e-01-0.0228
158405KIAA1958A014-C-040HumanColorectumFAP3.21e-03-4.97e-01-0.1184
158405KIAA1958A002-C-201HumanColorectumFAP3.27e-10-4.08e-010.0324
158405KIAA1958A002-C-203HumanColorectumFAP2.81e-03-2.62e-010.2786
158405KIAA1958A001-C-119HumanColorectumFAP2.60e-04-3.93e-01-0.1557
158405KIAA1958A001-C-108HumanColorectumFAP3.95e-13-3.77e-01-0.0272
158405KIAA1958A002-C-205HumanColorectumFAP1.83e-15-4.65e-01-0.1236
158405KIAA1958A001-C-104HumanColorectumFAP1.04e-03-3.38e-010.0184
158405KIAA1958A015-C-005HumanColorectumFAP2.10e-06-4.41e-01-0.0336
158405KIAA1958A015-C-006HumanColorectumFAP5.52e-10-4.45e-01-0.0994
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
∗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
KIAA1958SNVMissense_Mutationc.795N>Ap.Asp265Glup.D265EQ8N8K9protein_codingtolerated_low_confidence(0.48)benign(0.011)TCGA-A8-A07L-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyCR
KIAA1958SNVMissense_Mutationc.1300N>Ap.Asp434Asnp.D434NQ8N8K9protein_codingtolerated_low_confidence(0.09)probably_damaging(0.956)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
KIAA1958SNVMissense_Mutationc.1301N>Tp.Asp434Valp.D434VQ8N8K9protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.987)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
KIAA1958SNVMissense_Mutationrs772397775c.1357C>Tp.Arg453Trpp.R453WQ8N8K9protein_codingdeleterious(0.02)possibly_damaging(0.543)TCGA-AR-A2LR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
KIAA1958SNVMissense_Mutationrs764255935c.1720T>Gp.Cys574Glyp.C574GQ8N8K9protein_codingdeleterious(0.04)possibly_damaging(0.624)TCGA-C8-A12K-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIAA1958insertionNonsense_Mutationnovelc.743_744insCCTCTGAACTGGATGAAACTGTTGAAGAATATGAAp.Ser249LeufsTer2p.S249Lfs*2Q8N8K9protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KIAA1958insertionIn_Frame_Insnovelc.1694_1695insGACTTCCTGGCCACCTCGCTCCATGCTATTp.Asp565delinsGluThrSerTrpProProArgSerMetLeuPhep.D565delinsETSWPPRSMLFQ8N8K9protein_codingTCGA-BH-A0EB-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
KIAA1958SNVMissense_Mutationrs145813879c.344N>Ap.Arg115Glnp.R115QQ8N8K9protein_codingtolerated_low_confidence(0.35)benign(0.137)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KIAA1958SNVMissense_Mutationrs562492705c.2203N>Tp.Arg735Trpp.R735WQ8N8K9protein_codingdeleterious_low_confidence(0)possibly_damaging(0.789)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KIAA1958SNVMissense_Mutationc.450N>Tp.Glu150Aspp.E150DQ8N8K9protein_codingdeleterious_low_confidence(0)probably_damaging(0.978)TCGA-C5-A1M5-01Cervixcervical & endocervical cancerFemale<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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