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: KNOP1

Gene summary for KNOP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KNOP1

Gene ID

400506

Gene namelysine rich nucleolar protein 1
Gene Alias101F10.1
Cytomap16p12.3
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q1ED39


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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
400506KNOP1GSM4909281HumanBreastIDC7.22e-083.12e-010.21
400506KNOP1GSM4909282HumanBreastIDC1.59e-042.84e-01-0.0288
400506KNOP1GSM4909290HumanBreastIDC4.31e-134.19e-010.2096
400506KNOP1GSM4909291HumanBreastIDC1.40e-022.69e-010.1753
400506KNOP1GSM4909293HumanBreastIDC6.76e-245.07e-010.1581
400506KNOP1GSM4909297HumanBreastIDC2.42e-025.74e-020.1517
400506KNOP1GSM4909298HumanBreastIDC2.57e-224.69e-010.1551
400506KNOP1GSM4909301HumanBreastIDC5.10e-052.98e-010.1577
400506KNOP1GSM4909302HumanBreastIDC6.87e-042.54e-010.1545
400506KNOP1GSM4909305HumanBreastIDC1.49e-114.23e-010.0436
400506KNOP1GSM4909306HumanBreastIDC3.34e-518.94e-010.1564
400506KNOP1GSM4909307HumanBreastIDC4.82e-022.23e-010.1569
400506KNOP1GSM4909308HumanBreastIDC8.40e-052.07e-010.158
400506KNOP1GSM4909311HumanBreastIDC8.75e-113.04e-020.1534
400506KNOP1GSM4909312HumanBreastIDC5.13e-051.31e-010.1552
400506KNOP1GSM4909317HumanBreastIDC1.22e-235.22e-010.1355
400506KNOP1GSM4909319HumanBreastIDC2.94e-242.25e-010.1563
400506KNOP1GSM4909321HumanBreastIDC5.74e-037.50e-020.1559
400506KNOP1brca2HumanBreastPrecancer1.95e-092.56e-01-0.024
400506KNOP1M1HumanBreastIDC1.60e-104.19e-010.1577
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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
KNOP1SNVMissense_Mutationnovelc.882N>Tp.Arg294Serp.R294SQ1ED39protein_codingdeleterious(0.01)benign(0.005)TCGA-AC-A2FM-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
KNOP1SNVMissense_Mutationnovelc.667N>Cp.Asp223Hisp.D223HQ1ED39protein_codingdeleterious(0)possibly_damaging(0.884)TCGA-AC-A2FM-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
KNOP1SNVMissense_Mutationc.889N>Tp.Ser297Cysp.S297CQ1ED39protein_codingdeleterious(0.04)possibly_damaging(0.799)TCGA-AN-A0FJ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
KNOP1SNVMissense_Mutationrs374832937c.1315N>Ap.Ala439Thrp.A439TQ1ED39protein_codingtolerated(0.42)benign(0.071)TCGA-A6-3808-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
KNOP1SNVMissense_Mutationrs757928834c.1064N>Tp.Thr355Metp.T355MQ1ED39protein_codingtolerated(0.11)benign(0.01)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
KNOP1SNVMissense_Mutationc.785N>Ap.Pro262Hisp.P262HQ1ED39protein_codingdeleterious(0.02)possibly_damaging(0.874)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
KNOP1insertionFrame_Shift_Insnovelc.467_468insAp.Ala158GlyfsTer16p.A158Gfs*16Q1ED39protein_codingTCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
KNOP1deletionFrame_Shift_Delc.1119delAp.Lys373AsnfsTer2p.K373Nfs*2Q1ED39protein_codingTCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
KNOP1SNVMissense_Mutationnovelc.564N>Tp.Lys188Asnp.K188NQ1ED39protein_codingtolerated(0.08)benign(0.018)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
KNOP1SNVMissense_Mutationnovelc.876N>Tp.Lys292Asnp.K292NQ1ED39protein_codingdeleterious(0.02)possibly_damaging(0.876)TCGA-A5-A1OF-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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