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: ABL1

Gene summary for ABL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABL1

Gene ID

25

Gene nameABL proto-oncogene 1, non-receptor tyrosine kinase
Gene AliasABL
Cytomap9q34.12
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

A0A024R8E2


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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
25ABL1CCI_1HumanCervixCC3.65e-034.29e-010.528
25ABL1CCI_2HumanCervixCC1.23e-151.46e+000.5249
25ABL1CCI_3HumanCervixCC5.43e-118.43e-010.516
25ABL1HTA11_3410_2000001011HumanColorectumAD5.45e-06-2.61e-010.0155
25ABL1HTA11_347_2000001011HumanColorectumAD3.74e-107.10e-01-0.1954
25ABL1HTA11_1391_2000001011HumanColorectumAD2.74e-055.56e-01-0.059
25ABL1HTA11_99999970781_79442HumanColorectumMSS2.15e-02-2.31e-010.294
25ABL1HTA11_99999965062_69753HumanColorectumMSI-H1.88e-111.04e+000.3487
25ABL1HTA11_99999965104_69814HumanColorectumMSS4.10e-025.06e-010.281
25ABL1HTA11_99999974143_84620HumanColorectumMSS1.26e-08-3.89e-010.3005
25ABL1F007HumanColorectumFAP8.30e-05-5.27e-010.1176
25ABL1A002-C-010HumanColorectumFAP3.54e-02-2.92e-010.242
25ABL1A001-C-207HumanColorectumFAP8.06e-04-3.91e-010.1278
25ABL1A015-C-203HumanColorectumFAP5.12e-44-6.47e-01-0.1294
25ABL1A015-C-204HumanColorectumFAP2.97e-06-4.62e-01-0.0228
25ABL1A014-C-040HumanColorectumFAP6.87e-08-7.09e-01-0.1184
25ABL1A002-C-201HumanColorectumFAP1.03e-15-5.34e-010.0324
25ABL1A002-C-203HumanColorectumFAP7.93e-09-3.71e-010.2786
25ABL1A001-C-119HumanColorectumFAP4.15e-12-6.95e-01-0.1557
25ABL1A001-C-108HumanColorectumFAP2.78e-33-6.03e-01-0.0272
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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
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
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:00457852ColorectumMSSpositive regulation of cell adhesion110/3467437/187232.94e-043.87e-03110
GO:00015582ColorectumMSSregulation of cell growth105/3467414/187232.97e-043.90e-03105
GO:00719002ColorectumMSSregulation of protein serine/threonine kinase activity93/3467359/187232.98e-043.91e-0393
GO:00064692ColorectumMSSnegative regulation of protein kinase activity60/3467212/187233.08e-044.02e-0360
GO:00901322ColorectumMSSepithelium migration93/3467360/187233.30e-044.24e-0393
GO:00106312ColorectumMSSepithelial cell migration92/3467357/187233.87e-044.86e-0392
GO:00467772ColorectumMSSprotein autophosphorylation63/3467227/187233.96e-044.91e-0363
GO:00074092ColorectumMSSaxonogenesis105/3467418/187234.32e-045.23e-03105
GO:00425422ColorectumMSSresponse to hydrogen peroxide44/3467146/187234.40e-045.30e-0344
GO:00320921ColorectumMSSpositive regulation of protein binding29/346785/187234.44e-045.32e-0329
GO:19012142ColorectumMSSregulation of neuron death83/3467319/187235.28e-045.99e-0383
GO:00615642ColorectumMSSaxon development115/3467467/187235.33e-046.00e-03115
GO:00106322ColorectumMSSregulation of epithelial cell migration77/3467292/187235.39e-046.04e-0377
GO:00901302ColorectumMSStissue migration93/3467365/187235.42e-046.06e-0393
GO:00351481ColorectumMSStube formation44/3467148/187236.06e-046.68e-0344
GO:01501162ColorectumMSSregulation of cell-substrate junction organization25/346771/187236.31e-046.94e-0325
GO:00017631ColorectumMSSmorphogenesis of a branching structure55/3467196/187236.70e-047.25e-0355
GO:00480412ColorectumMSSfocal adhesion assembly29/346787/187236.84e-047.37e-0329
GO:00106342ColorectumMSSpositive regulation of epithelial cell migration50/3467176/187238.50e-048.75e-0350
GO:00018381ColorectumMSSembryonic epithelial tube formation37/3467121/187238.95e-049.13e-0337
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0520820CervixCCChemical carcinogenesis - reactive oxygen species92/1267223/84654.71e-225.09e-203.01e-2092
hsa0513020CervixCCPathogenic Escherichia coli infection63/1267197/84659.28e-102.00e-081.19e-0863
hsa0541620CervixCCViral myocarditis27/126760/84652.43e-083.57e-072.11e-0727
hsa0401210CervixCCErbB signaling pathway28/126785/84652.40e-051.82e-041.08e-0428
hsa043609CervixCCAxon guidance47/1267182/84658.13e-055.38e-043.18e-0447
hsa0472214CervixCCNeurotrophin signaling pathway32/1267119/84655.01e-042.42e-031.43e-0332
hsa0522014CervixCCChronic myeloid leukemia21/126776/84653.08e-031.19e-027.03e-0321
hsa040142CervixCCRas signaling pathway51/1267236/84653.55e-031.34e-027.91e-0351
hsa041106CervixCCCell cycle36/1267157/84654.94e-031.67e-029.86e-0336
hsa05208110CervixCCChemical carcinogenesis - reactive oxygen species92/1267223/84654.71e-225.09e-203.01e-2092
hsa05130110CervixCCPathogenic Escherichia coli infection63/1267197/84659.28e-102.00e-081.19e-0863
hsa05416110CervixCCViral myocarditis27/126760/84652.43e-083.57e-072.11e-0727
hsa0401213CervixCCErbB signaling pathway28/126785/84652.40e-051.82e-041.08e-0428
hsa0436012CervixCCAxon guidance47/1267182/84658.13e-055.38e-043.18e-0447
hsa0472215CervixCCNeurotrophin signaling pathway32/1267119/84655.01e-042.42e-031.43e-0332
hsa0522015CervixCCChronic myeloid leukemia21/126776/84653.08e-031.19e-027.03e-0321
hsa0401411CervixCCRas signaling pathway51/1267236/84653.55e-031.34e-027.91e-0351
hsa0411013CervixCCCell cycle36/1267157/84654.94e-031.67e-029.86e-0336
hsa05130ColorectumADPathogenic Escherichia coli infection79/2092197/84651.05e-061.36e-058.65e-0679
hsa051301ColorectumADPathogenic Escherichia coli infection79/2092197/84651.05e-061.36e-058.65e-0679
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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
ABL1SNVMissense_Mutationc.1375N>Cp.Tyr459Hisp.Y459HP00519protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A094-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABL1SNVMissense_Mutationc.1819N>Cp.Glu607Glnp.E607QP00519protein_codingdeleterious_low_confidence(0.02)benign(0.315)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ABL1SNVMissense_Mutationrs780527035c.119N>Gp.Asn40Serp.N40SP00519protein_codingdeleterious_low_confidence(0)probably_damaging(0.97)TCGA-AC-A3EH-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ABL1SNVMissense_Mutationc.1503C>Ap.Asp501Glup.D501EP00519protein_codingtolerated(0.52)benign(0.003)TCGA-BH-A0B3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ABL1SNVMissense_Mutationc.268N>Ap.Asp90Asnp.D90NP00519protein_codingdeleterious(0.01)probably_damaging(0.952)TCGA-E2-A1LB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ABL1SNVMissense_Mutationnovelc.1471A>Tp.Met491Leup.M491LP00519protein_codingdeleterious(0)possibly_damaging(0.792)TCGA-E9-A54X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABL1insertionFrame_Shift_Insnovelc.1125_1126insAp.Asn377LysfsTer24p.N377Kfs*24P00519protein_codingTCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ABL1deletionFrame_Shift_Delc.2409delCp.Arg804GlyfsTer3p.R804Gfs*3P00519protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABL1insertionNonsense_Mutationnovelc.104_105insCCTGGCCTCGTTGTGGAGCGGCTCGTAATCCATCATp.Gly35_Gly36insLeuAlaSerLeuTrpSerGlySerTerSerIleMetp.G35_G36insLASLWSGS*SIMP00519protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ABL1deletionFrame_Shift_Delnovelc.3216_3225delNNNNNNNNNNp.Ser1073TrpfsTer12p.S1073Wfs*12P00519protein_codingTCGA-B6-A2IU-01Breastbreast invasive carcinomaFemale<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
25ABL1ENZYME, TYROSINE KINASE, TUMOR SUPPRESSOR, KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOME, DRUG RESISTANCEDASATINIBDASATINIB
25ABL1ENZYME, TYROSINE KINASE, TUMOR SUPPRESSOR, KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOME, DRUG RESISTANCEPAZOPANIBPAZOPANIB
25ABL1ENZYME, TYROSINE KINASE, TUMOR SUPPRESSOR, KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOME, DRUG RESISTANCEGENISTEINGENISTEIN9349317
25ABL1ENZYME, TYROSINE KINASE, TUMOR SUPPRESSOR, KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOME, DRUG RESISTANCEinhibitor249565818
25ABL1ENZYME, TYROSINE KINASE, TUMOR SUPPRESSOR, KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOME, DRUG RESISTANCENilotinibNILOTINIB
25ABL1ENZYME, TYROSINE KINASE, TUMOR SUPPRESSOR, KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOME, DRUG RESISTANCEinhibitorNILOTINIBNILOTINIB
25ABL1ENZYME, TYROSINE KINASE, TUMOR SUPPRESSOR, KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOME, DRUG RESISTANCEvincristineVINCRISTINE
25ABL1ENZYME, TYROSINE KINASE, TUMOR SUPPRESSOR, KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOME, DRUG RESISTANCENILOTINIBNILOTINIB
25ABL1ENZYME, TYROSINE KINASE, TUMOR SUPPRESSOR, KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOME, DRUG RESISTANCEAsciminibASCIMINIB
25ABL1ENZYME, TYROSINE KINASE, TUMOR SUPPRESSOR, KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOME, DRUG RESISTANCEAZD0530SARACATINIB
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