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: HNRNPAB

Gene summary for HNRNPAB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HNRNPAB

Gene ID

3182

Gene nameheterogeneous nuclear ribonucleoprotein A/B
Gene AliasABBP1
Cytomap5q35.3
Gene Typeprotein-coding
GO ID

GO:0001837

UniProtAcc

Q99729


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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
3182HNRNPABGSM4909285HumanBreastIDC2.76e-031.55e-010.21
3182HNRNPABGSM4909286HumanBreastIDC1.88e-03-1.94e-010.1081
3182HNRNPABGSM4909288HumanBreastIDC9.65e-031.19e-010.0988
3182HNRNPABGSM4909293HumanBreastIDC1.13e-215.40e-010.1581
3182HNRNPABGSM4909294HumanBreastIDC8.02e-052.71e-010.2022
3182HNRNPABGSM4909296HumanBreastIDC4.47e-03-2.14e-010.1524
3182HNRNPABGSM4909297HumanBreastIDC1.73e-09-2.06e-010.1517
3182HNRNPABGSM4909304HumanBreastIDC1.93e-022.55e-010.1636
3182HNRNPABGSM4909311HumanBreastIDC4.19e-19-3.39e-010.1534
3182HNRNPABGSM4909312HumanBreastIDC2.59e-07-1.77e-010.1552
3182HNRNPABGSM4909316HumanBreastIDC8.20e-031.36e-010.21
3182HNRNPABGSM4909317HumanBreastIDC2.33e-022.75e-010.1355
3182HNRNPABGSM4909318HumanBreastIDC1.86e-045.11e-010.2031
3182HNRNPABGSM4909319HumanBreastIDC3.76e-30-2.47e-010.1563
3182HNRNPABGSM4909320HumanBreastIDC2.40e-041.41e-010.1575
3182HNRNPABGSM4909321HumanBreastIDC3.74e-07-7.47e-020.1559
3182HNRNPABbrca10HumanBreastPrecancer1.25e-03-3.20e-01-0.0029
3182HNRNPABM2HumanBreastIDC8.42e-105.78e-010.21
3182HNRNPABNCCBC14HumanBreastDCIS1.34e-041.76e-010.2021
3182HNRNPABNCCBC2HumanBreastDCIS5.82e-073.78e-010.1554
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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
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
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:00018373BreastPrecancerepithelial to mesenchymal transition19/1080157/187231.78e-031.75e-0219
GO:000183711BreastIDCepithelial to mesenchymal transition23/1434157/187231.97e-031.88e-0223
GO:000183721BreastDCISepithelial to mesenchymal transition22/1390157/187232.92e-032.50e-0222
GO:00018374CervixCCepithelial to mesenchymal transition31/2311157/187235.25e-033.08e-0231
GO:00487624CervixCCmesenchymal cell differentiation42/2311236/187239.12e-034.60e-0242
GO:0048762ColorectumMSSmesenchymal cell differentiation59/3467236/187237.79e-034.84e-0259
GO:00487621ColorectumFAPmesenchymal cell differentiation52/2622236/187235.08e-045.80e-0352
GO:0001837ColorectumFAPepithelial to mesenchymal transition36/2622157/187231.67e-031.47e-0236
GO:0060485ColorectumFAPmesenchyme development59/2622291/187231.94e-031.64e-0259
GO:00487625EndometriumAEHmesenchymal cell differentiation46/2100236/187231.27e-041.74e-0346
GO:00604853EndometriumAEHmesenchyme development54/2100291/187231.34e-041.83e-0354
GO:00018375EndometriumAEHepithelial to mesenchymal transition33/2100157/187232.64e-043.09e-0333
GO:004876212EndometriumEECmesenchymal cell differentiation47/2168236/187231.35e-041.76e-0347
GO:006048512EndometriumEECmesenchyme development54/2168291/187233.01e-043.37e-0354
GO:000183712EndometriumEECepithelial to mesenchymal transition33/2168157/187234.71e-044.84e-0333
GO:00018378EsophagusESCCepithelial to mesenchymal transition95/8552157/187231.25e-048.56e-0495
GO:00487628EsophagusESCCmesenchymal cell differentiation133/8552236/187235.94e-043.22e-03133
GO:00604856EsophagusESCCmesenchyme development156/8552291/187233.76e-031.53e-02156
GO:00018377Oral cavityOSCCepithelial to mesenchymal transition82/7305157/187235.09e-042.98e-0382
GO:00487627Oral cavityOSCCmesenchymal cell differentiation109/7305236/187231.43e-024.69e-02109
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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
HNRNPABSNVMissense_Mutationrs377150533c.859G>Ap.Gly287Argp.G287RQ99729protein_codingtolerated(0.17)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HNRNPABSNVMissense_Mutationc.380T>Cp.Val127Alap.V127AQ99729protein_codingdeleterious(0.05)probably_damaging(0.95)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
HNRNPABSNVMissense_Mutationc.447N>Tp.Lys149Asnp.K149NQ99729protein_codingdeleterious(0.04)probably_damaging(0.974)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
HNRNPABSNVMissense_Mutationrs528992480c.922G>Ap.Asp308Asnp.D308NQ99729protein_codingtolerated(0.14)benign(0.025)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
HNRNPABinsertionFrame_Shift_Insnovelc.644_645insTAAGCCCTp.Lys215AsnfsTer130p.K215Nfs*130Q99729protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HNRNPABinsertionFrame_Shift_Insnovelc.426_427insAp.Ala145GlyfsTer20p.A145Gfs*20Q99729protein_codingTCGA-QG-A5YV-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaCR
HNRNPABinsertionFrame_Shift_Insnovelc.978_979insAp.Asn327LysfsTer2p.N327Kfs*2Q99729protein_codingTCGA-DC-6160-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
HNRNPABdeletionIn_Frame_Delc.389_391delNNNp.Lys131delp.K131delQ99729protein_codingTCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
HNRNPABdeletionFrame_Shift_Delc.606delTp.Phe202LeufsTer7p.F202Lfs*7Q99729protein_codingTCGA-F5-6864-01Colorectumrectum adenocarcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
HNRNPABSNVMissense_Mutationrs750746697c.547A>Gp.Ile183Valp.I183VQ99729protein_codingtolerated(0.08)benign(0.279)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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