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: ABCA5

Gene summary for ABCA5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABCA5

Gene ID

23461

Gene nameATP binding cassette subfamily A member 5
Gene AliasABC13
Cytomap17q24.3
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

Q8WWZ7


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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
23461ABCA5HTA11_3410_2000001011HumanColorectumAD6.01e-16-5.70e-010.0155
23461ABCA5HTA11_7862_2000001011HumanColorectumAD1.74e-03-5.82e-01-0.0179
23461ABCA5HTA11_866_3004761011HumanColorectumAD3.03e-09-5.15e-010.096
23461ABCA5HTA11_10711_2000001011HumanColorectumAD1.64e-04-5.09e-010.0338
23461ABCA5HTA11_7696_3000711011HumanColorectumAD3.97e-15-5.27e-010.0674
23461ABCA5HTA11_99999970781_79442HumanColorectumMSS1.05e-06-4.08e-010.294
23461ABCA5HTA11_99999971662_82457HumanColorectumMSS7.86e-10-4.54e-010.3859
23461ABCA5HTA11_99999973899_84307HumanColorectumMSS2.34e-03-5.39e-010.2585
23461ABCA5HTA11_99999974143_84620HumanColorectumMSS3.49e-17-5.28e-010.3005
23461ABCA5A002-C-010HumanColorectumFAP2.46e-05-2.88e-010.242
23461ABCA5A015-C-203HumanColorectumFAP1.24e-18-1.75e-01-0.1294
23461ABCA5A002-C-201HumanColorectumFAP6.06e-09-1.89e-010.0324
23461ABCA5A001-C-119HumanColorectumFAP5.10e-05-3.36e-01-0.1557
23461ABCA5A001-C-108HumanColorectumFAP5.64e-10-2.24e-01-0.0272
23461ABCA5A002-C-205HumanColorectumFAP3.50e-15-3.96e-01-0.1236
23461ABCA5A015-C-006HumanColorectumFAP5.01e-12-5.27e-01-0.0994
23461ABCA5A015-C-106HumanColorectumFAP1.39e-07-1.77e-01-0.0511
23461ABCA5A002-C-114HumanColorectumFAP5.26e-10-2.32e-01-0.1561
23461ABCA5A015-C-104HumanColorectumFAP1.73e-16-2.27e-01-0.1899
23461ABCA5A001-C-014HumanColorectumFAP2.10e-05-7.88e-020.0135
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:0006066ColorectumADalcohol metabolic process106/3918353/187233.02e-055.57e-04106
GO:0010876ColorectumADlipid localization120/3918448/187231.59e-031.33e-02120
GO:0006869ColorectumADlipid transport108/3918398/187231.67e-031.39e-02108
GO:0008202ColorectumADsteroid metabolic process85/3918319/187238.07e-034.75e-0285
GO:00060662ColorectumMSSalcohol metabolic process92/3467353/187232.57e-043.46e-0392
GO:00108761ColorectumMSSlipid localization104/3467448/187236.76e-034.38e-02104
GO:00068691ColorectumFAPlipid transport81/2622398/187232.84e-043.76e-0381
GO:00108762ColorectumFAPlipid localization85/2622448/187231.92e-031.63e-0285
GO:00060663ColorectumFAPalcohol metabolic process69/2622353/187232.29e-031.85e-0269
GO:00068692ColorectumCRClipid transport63/2078398/187232.36e-032.26e-0263
GO:00060664ColorectumCRCalcohol metabolic process57/2078353/187232.37e-032.27e-0257
GO:00108763ColorectumCRClipid localization68/2078448/187234.60e-033.58e-0268
GO:00060668EsophagusESCCalcohol metabolic process202/8552353/187237.32e-067.26e-05202
GO:19026524EsophagusESCCsecondary alcohol metabolic process87/8552147/187236.58e-043.50e-0387
GO:00082034EsophagusESCCcholesterol metabolic process79/8552137/187233.11e-031.29e-0279
GO:00161254EsophagusESCCsterol metabolic process86/8552152/187234.37e-031.73e-0286
GO:00082023LiverNAFLDsteroid metabolic process69/1882319/187235.90e-101.28e-0769
GO:00550883LiverNAFLDlipid homeostasis44/1882167/187231.48e-092.54e-0744
GO:00108765LiverNAFLDlipid localization79/1882448/187234.75e-072.92e-0579
GO:00303013LiverNAFLDcholesterol transport30/1882117/187231.08e-065.40e-0530
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa02010LiverNAFLDABC transporters16/104345/84654.97e-051.16e-039.37e-0416
hsa020101LiverNAFLDABC transporters16/104345/84654.97e-051.16e-039.37e-0416
hsa020102LiverHCCABC transporters29/402045/84651.62e-023.88e-022.16e-0229
hsa020103LiverHCCABC transporters29/402045/84651.62e-023.88e-022.16e-0229
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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
ABCA5SNVMissense_Mutationnovelc.3905A>Gp.Lys1302Argp.K1302RQ8WWZ7protein_codingtolerated(0.25)benign(0)TCGA-A2-A0CO-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
ABCA5SNVMissense_Mutationnovelc.1603N>Ap.Asp535Asnp.D535NQ8WWZ7protein_codingtolerated(0.19)benign(0.152)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ABCA5SNVMissense_Mutationrs369202022c.4316N>Ap.Arg1439Glnp.R1439QQ8WWZ7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCA5SNVMissense_Mutationnovelc.1436N>Ap.Arg479Lysp.R479KQ8WWZ7protein_codingdeleterious(0.01)probably_damaging(0.91)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCA5SNVMissense_Mutationc.4715C>Tp.Pro1572Leup.P1572LQ8WWZ7protein_codingdeleterious(0)probably_damaging(0.997)TCGA-B6-A1KI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ABCA5SNVMissense_Mutationc.119N>Cp.Leu40Prop.L40PQ8WWZ7protein_codingdeleterious(0)probably_damaging(0.99)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCA5SNVMissense_Mutationc.2150N>Gp.Tyr717Cysp.Y717CQ8WWZ7protein_codingtolerated(0.18)possibly_damaging(0.619)TCGA-C8-A12M-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCA5SNVMissense_Mutationc.3053A>Gp.Lys1018Argp.K1018RQ8WWZ7protein_codingtolerated(0.4)benign(0.007)TCGA-C8-A1HI-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
ABCA5SNVMissense_Mutationc.1657G>Ap.Glu553Lysp.E553KQ8WWZ7protein_codingtolerated(0.06)possibly_damaging(0.908)TCGA-C8-A274-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ABCA5SNVMissense_Mutationnovelc.983G>Ap.Gly328Glup.G328EQ8WWZ7protein_codingdeleterious(0.04)probably_damaging(0.991)TCGA-D8-A73U-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
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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
23461ABCA5TRANSPORTER, ABC TRANSPORTER, DRUGGABLE GENOMELIM-0705QUERCETIN-3'-O-PHOSPHATE
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