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:0010810112ThyroidPTCregulation of cell-substrate adhesion113/5968221/187231.87e-095.28e-08113
GO:0031589111ThyroidPTCcell-substrate adhesion169/5968363/187232.73e-097.57e-08169
GO:003010020ThyroidPTCregulation of endocytosis108/5968211/187233.92e-091.04e-07108
GO:0001558111ThyroidPTCregulation of cell growth188/5968414/187234.13e-091.09e-07188
GO:1901214113ThyroidPTCregulation of neuron death151/5968319/187234.74e-091.24e-07151
GO:0051893111ThyroidPTCregulation of focal adhesion assembly44/596866/187236.73e-091.70e-0744
GO:0090109111ThyroidPTCregulation of cell-substrate junction assembly44/596866/187236.73e-091.70e-0744
GO:0045860111ThyroidPTCpositive regulation of protein kinase activity176/5968386/187238.89e-092.17e-07176
GO:0006469111ThyroidPTCnegative regulation of protein kinase activity107/5968212/187231.24e-082.96e-07107
GO:1901216113ThyroidPTCpositive regulation of neuron death58/596897/187231.32e-083.11e-0758
GO:007050717ThyroidPTCregulation of microtubule cytoskeleton organization80/5968148/187231.79e-084.19e-0780
GO:0071900110ThyroidPTCregulation of protein serine/threonine kinase activity164/5968359/187232.41e-085.43e-07164
GO:0010769111ThyroidPTCregulation of cell morphogenesis involved in differentiation57/596896/187232.50e-085.62e-0757
GO:0048732113ThyroidPTCgland development193/5968436/187232.88e-086.42e-07193
GO:0051017112ThyroidPTCactin filament bundle assembly83/5968157/187233.73e-088.18e-0783
GO:0034614112ThyroidPTCcellular response to reactive oxygen species82/5968155/187234.32e-089.27e-0782
GO:0033673111ThyroidPTCnegative regulation of kinase activity115/5968237/187235.98e-081.26e-06115
GO:0061572112ThyroidPTCactin filament bundle organization84/5968161/187236.75e-081.40e-0684
GO:0032092110ThyroidPTCpositive regulation of protein binding51/596885/187238.36e-081.70e-0651
GO:004578718ThyroidPTCpositive regulation of cell cycle144/5968313/187239.93e-081.99e-06144
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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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