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: KHNYN

Gene summary for KHNYN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KHNYN

Gene ID

23351

Gene nameKH and NYN domain containing
Gene AliasKIAA0323
Cytomap14q12
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

O15037


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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
23351KHNYNLZE8THumanEsophagusESCC4.68e-041.08e-010.067
23351KHNYNLZE24THumanEsophagusESCC5.40e-112.33e-010.0596
23351KHNYNP2T-EHumanEsophagusESCC1.03e-111.88e-010.1177
23351KHNYNP5T-EHumanEsophagusESCC6.82e-073.48e-020.1327
23351KHNYNP8T-EHumanEsophagusESCC1.34e-152.43e-010.0889
23351KHNYNP9T-EHumanEsophagusESCC4.77e-047.67e-020.1131
23351KHNYNP10T-EHumanEsophagusESCC9.17e-122.06e-010.116
23351KHNYNP11T-EHumanEsophagusESCC6.06e-051.49e-010.1426
23351KHNYNP12T-EHumanEsophagusESCC5.04e-172.63e-010.1122
23351KHNYNP15T-EHumanEsophagusESCC1.86e-203.37e-010.1149
23351KHNYNP16T-EHumanEsophagusESCC1.07e-022.68e-020.1153
23351KHNYNP17T-EHumanEsophagusESCC7.45e-052.10e-010.1278
23351KHNYNP20T-EHumanEsophagusESCC1.22e-034.92e-020.1124
23351KHNYNP21T-EHumanEsophagusESCC1.03e-051.32e-010.1617
23351KHNYNP22T-EHumanEsophagusESCC2.03e-111.15e-010.1236
23351KHNYNP23T-EHumanEsophagusESCC6.11e-071.19e-010.108
23351KHNYNP26T-EHumanEsophagusESCC4.85e-078.73e-020.1276
23351KHNYNP27T-EHumanEsophagusESCC4.60e-101.30e-010.1055
23351KHNYNP28T-EHumanEsophagusESCC2.20e-143.32e-010.1149
23351KHNYNP30T-EHumanEsophagusESCC1.47e-072.85e-010.137
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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
GO:00905013EsophagusESCCRNA phosphodiester bond hydrolysis110/8552152/187231.95e-116.81e-10110
GO:00903053EsophagusESCCnucleic acid phosphodiester bond hydrolysis163/8552261/187233.07e-085.73e-07163
GO:00905023EsophagusESCCRNA phosphodiester bond hydrolysis, endonucleolytic55/855282/187237.34e-055.51e-0455
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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
KHNYNSNVMissense_Mutationc.368N>Tp.Gly123Valp.G123VO15037protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AR-A1AN-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
KHNYNinsertionNonsense_Mutationnovelc.482_483insCCCCATGTGGAGCGCATCTTCAGCGTGGGGGTGAGCGTCCTTCCGAAGp.Leu161_Arg162insProMetTrpSerAlaSerSerAlaTrpGlyTerAlaSerPheArgArgp.L161_R162insPMWSASSAWG*ASFRRO15037protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
KHNYNinsertionNonsense_Mutationnovelc.1620_1621insTCAGTGGTGAAGTCTAGGCTTTTAATGTAACCATGAp.Ser541_Asn542insValValLysSerArgLeuLeuMetTerProTerSerp.S541_N542insVVKSRLLM*P*SO15037protein_codingTCGA-AN-A041-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KHNYNdeletionFrame_Shift_Delnovelc.1717delNp.Phe573SerfsTer19p.F573Sfs*19O15037protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
KHNYNSNVMissense_Mutationnovelc.1157G>Tp.Gly386Valp.G386VO15037protein_codingdeleterious(0.01)benign(0.276)TCGA-VS-A8QC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapypaclitaxelPD
KHNYNSNVMissense_Mutationc.338C>Ap.Pro113Hisp.P113HO15037protein_codingdeleterious(0.02)probably_damaging(0.946)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
KHNYNSNVMissense_Mutationnovelc.1922A>Gp.Gln641Argp.Q641RO15037protein_codingdeleterious(0.04)possibly_damaging(0.622)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
KHNYNSNVMissense_Mutationc.1159N>Ap.Asp387Asnp.D387NO15037protein_codingdeleterious(0.04)possibly_damaging(0.655)TCGA-AD-6890-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
KHNYNSNVMissense_Mutationc.1244G>Ap.Arg415Hisp.R415HO15037protein_codingdeleterious(0)probably_damaging(0.997)TCGA-QG-A5Z2-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
KHNYNSNVMissense_Mutationnovelc.656C>Ap.Ala219Aspp.A219DO15037protein_codingtolerated(0.18)benign(0.003)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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