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: HNRNPA0

Gene summary for HNRNPA0

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HNRNPA0

Gene ID

10949

Gene nameheterogeneous nuclear ribonucleoprotein A0
Gene AliasHNRPA0
Cytomap5q31.2
Gene Typeprotein-coding
GO ID

GO:0002237

UniProtAcc

Q13151


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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
10949HNRNPA0GSM4909277HumanBreastPrecancer3.36e-043.20e-010.0177
10949HNRNPA0GSM4909282HumanBreastIDC8.45e-082.65e-01-0.0288
10949HNRNPA0GSM4909286HumanBreastIDC2.10e-041.30e-010.1081
10949HNRNPA0GSM4909290HumanBreastIDC1.35e-03-3.89e-010.2096
10949HNRNPA0GSM4909294HumanBreastIDC6.68e-06-2.67e-010.2022
10949HNRNPA0GSM4909296HumanBreastIDC1.93e-20-4.91e-010.1524
10949HNRNPA0GSM4909297HumanBreastIDC1.95e-21-1.32e-010.1517
10949HNRNPA0GSM4909301HumanBreastIDC1.19e-04-2.74e-010.1577
10949HNRNPA0GSM4909302HumanBreastIDC7.47e-05-3.56e-010.1545
10949HNRNPA0GSM4909304HumanBreastIDC4.64e-05-3.82e-010.1636
10949HNRNPA0GSM4909308HumanBreastIDC1.22e-042.98e-010.158
10949HNRNPA0GSM4909309HumanBreastIDC1.17e-04-8.06e-020.0483
10949HNRNPA0GSM4909311HumanBreastIDC8.20e-45-4.20e-010.1534
10949HNRNPA0GSM4909312HumanBreastIDC3.19e-171.88e-010.1552
10949HNRNPA0GSM4909313HumanBreastIDC2.44e-102.54e-010.0391
10949HNRNPA0GSM4909315HumanBreastIDC2.44e-02-3.24e-010.21
10949HNRNPA0GSM4909316HumanBreastIDC2.87e-05-3.54e-010.21
10949HNRNPA0GSM4909318HumanBreastIDC4.27e-041.98e-010.2031
10949HNRNPA0GSM4909319HumanBreastIDC5.01e-58-3.12e-010.1563
10949HNRNPA0GSM4909320HumanBreastIDC1.47e-14-7.07e-010.1575
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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
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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
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
GO:19033118BreastPrecancerregulation of mRNA metabolic process38/1080288/187231.63e-065.97e-0538
GO:00022378BreastPrecancerresponse to molecule of bacterial origin43/1080363/187236.05e-061.72e-0443
GO:00324968BreastPrecancerresponse to lipopolysaccharide41/1080343/187237.94e-062.17e-0441
GO:00313309BreastPrecancernegative regulation of cellular catabolic process34/1080262/187238.16e-062.20e-0434
GO:00064028BreastPrecancermRNA catabolic process31/1080232/187231.12e-052.93e-0431
GO:00064018BreastPrecancerRNA catabolic process34/1080278/187232.88e-056.39e-0434
GO:19033129BreastPrecancernegative regulation of mRNA metabolic process16/108092/187236.70e-051.35e-0316
GO:00098959BreastPrecancernegative regulation of catabolic process36/1080320/187239.92e-051.83e-0336
GO:00346558BreastPrecancernucleobase-containing compound catabolic process42/1080407/187231.91e-043.06e-0342
GO:00467007BreastPrecancerheterocycle catabolic process44/1080445/187233.49e-044.88e-0344
GO:00442708BreastPrecancercellular nitrogen compound catabolic process44/1080451/187234.64e-046.12e-0344
GO:00194397BreastPrecanceraromatic compound catabolic process44/1080467/187239.55e-041.07e-0244
GO:19013617BreastPrecancerorganic cyclic compound catabolic process45/1080495/187231.73e-031.74e-0245
GO:00434888BreastPrecancerregulation of mRNA stability19/1080158/187231.92e-031.86e-0219
GO:19023737BreastPrecancernegative regulation of mRNA catabolic process10/108063/187233.07e-032.62e-0210
GO:00610138BreastPrecancerregulation of mRNA catabolic process19/1080166/187233.36e-032.83e-0219
GO:19023697BreastPrecancernegative regulation of RNA catabolic process11/108075/187233.67e-033.02e-0211
GO:00434878BreastPrecancerregulation of RNA stability19/1080170/187234.38e-033.42e-0219
GO:00482558BreastPrecancermRNA stabilization9/108056/187234.47e-033.47e-029
GO:003249612BreastIDCresponse to lipopolysaccharide47/1434343/187237.13e-051.43e-0347
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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
HNRNPA0SNVMissense_Mutationc.263C>Tp.Ser88Leup.S88LQ13151protein_codingdeleterious(0.01)possibly_damaging(0.474)TCGA-C5-A7UH-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
HNRNPA0SNVMissense_Mutationnovelc.415C>Tp.Arg139Cysp.R139CQ13151protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
HNRNPA0SNVMissense_Mutationnovelc.414N>Tp.Lys138Asnp.K138NQ13151protein_codingdeleterious(0)probably_damaging(0.998)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
HNRNPA0SNVMissense_Mutationc.333N>Tp.Glu111Aspp.E111DQ13151protein_codingdeleterious(0.04)benign(0.018)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
HNRNPA0SNVMissense_Mutationnovelc.411N>Tp.Lys137Asnp.K137NQ13151protein_codingdeleterious(0.01)probably_damaging(0.984)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HNRNPA0SNVMissense_Mutationnovelc.695N>Gp.Asn232Serp.N232SQ13151protein_codingtolerated(0.64)benign(0.012)TCGA-AX-A1CJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HNRNPA0SNVMissense_Mutationnovelc.133A>Gp.Lys45Glup.K45EQ13151protein_codingdeleterious(0.01)benign(0.25)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HNRNPA0SNVMissense_Mutationnovelc.190N>Ap.Ala64Thrp.A64TQ13151protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-BS-A0VI-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HNRNPA0SNVMissense_Mutationnovelc.384N>Tp.Glu128Aspp.E128DQ13151protein_codingtolerated(0.07)benign(0.392)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HNRNPA0SNVMissense_Mutationc.191N>Gp.Ala64Glyp.A64GQ13151protein_codingdeleterious(0)probably_damaging(0.993)TCGA-86-8073-01Lunglung adenocarcinomaMale<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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