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: ABCA13

Gene summary for ABCA13

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABCA13

Gene ID

154664

Gene nameATP binding cassette subfamily A member 13
Gene AliasABCA13
Cytomap7p12.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

A0A0A0MT16


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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
154664ABCA13CCI_1HumanCervixCC1.42e-129.31e-010.528
154664ABCA13CCI_2HumanCervixCC1.35e-075.99e-010.5249
154664ABCA13CCI_3HumanCervixCC1.28e-191.23e+000.516
154664ABCA13CCII_1HumanCervixCC2.38e-083.78e-010.3249
154664ABCA13TumorHumanCervixCC7.16e-072.61e-010.1241
154664ABCA13sample3HumanCervixCC3.26e-184.25e-010.1387
154664ABCA13T3HumanCervixCC5.83e-214.16e-010.1389
154664ABCA13HTA11_2951_2000001011HumanColorectumAD3.40e-032.11e-010.0216
154664ABCA13HTA11_1938_2000001011HumanColorectumAD1.67e-021.39e-01-0.0811
154664ABCA13HTA11_78_2000001011HumanColorectumAD5.53e-031.34e-01-0.1088
154664ABCA13HTA11_347_2000001011HumanColorectumAD1.97e-029.21e-02-0.1954
154664ABCA13HTA11_1391_2000001011HumanColorectumAD3.47e-061.64e-01-0.059
154664ABCA13HTA11_11156_2000001011HumanColorectumAD5.23e-342.37e+000.0397
154664ABCA13HTA11_99999974143_84620HumanColorectumMSS1.46e-1604.01e+000.3005
154664ABCA13A002-C-203HumanColorectumFAP1.98e-074.14e-010.2786
154664ABCA13A002-C-021HumanColorectumFAP3.10e-042.25e-010.1171
154664ABCA13F072BHumanColorectumFAP8.39e-032.45e-010.257
154664ABCA13LZE4THumanEsophagusESCC9.56e-123.17e-010.0811
154664ABCA13LZE5THumanEsophagusESCC4.24e-141.08e+000.0514
154664ABCA13LZE7THumanEsophagusESCC2.68e-166.46e-010.0667
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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
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
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
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
∗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:00301008CervixCCregulation of endocytosis47/2311211/187233.65e-055.82e-0447
GO:00458077CervixCCpositive regulation of endocytosis27/2311100/187235.55e-058.10e-0427
GO:00484883CervixCCsynaptic vesicle endocytosis16/231162/187232.87e-031.91e-0216
GO:01402383CervixCCpresynaptic endocytosis16/231162/187232.87e-031.91e-0216
GO:00364655CervixCCsynaptic vesicle recycling17/231175/187238.87e-034.53e-0217
GO:0030100ColorectumADregulation of endocytosis67/3918211/187231.42e-042.01e-0367
GO:0045807ColorectumADpositive regulation of endocytosis35/3918100/187237.78e-047.78e-0335
GO:0010876ColorectumADlipid localization120/3918448/187231.59e-031.33e-02120
GO:0006869ColorectumADlipid transport108/3918398/187231.67e-031.39e-02108
GO:0042886ColorectumADamide transport83/3918301/187233.37e-032.46e-0283
GO:0099003ColorectumADvesicle-mediated transport in synapse57/3918200/187236.53e-034.06e-0257
GO:00301002ColorectumMSSregulation of endocytosis63/3467211/187234.05e-057.66e-0463
GO:00458071ColorectumMSSpositive regulation of endocytosis33/3467100/187233.73e-044.72e-0333
GO:00990031ColorectumMSSvesicle-mediated transport in synapse54/3467200/187231.94e-031.67e-0254
GO:00428861ColorectumMSSamide transport76/3467301/187232.14e-031.80e-0276
GO:0099504ColorectumMSSsynaptic vesicle cycle48/3467181/187234.85e-033.39e-0248
GO:0048488ColorectumMSSsynaptic vesicle endocytosis20/346762/187236.63e-034.38e-0220
GO:0140238ColorectumMSSpresynaptic endocytosis20/346762/187236.63e-034.38e-0220
GO:00108761ColorectumMSSlipid localization104/3467448/187236.76e-034.38e-02104
GO:0036465ColorectumMSSsynaptic vesicle recycling23/346775/187237.49e-034.72e-0223
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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
ABCA13SNVMissense_Mutationnovelc.10798N>Ap.Glu3600Lysp.E3600Kprotein_codingdeleterious(0)probably_damaging(0.999)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
ABCA13SNVMissense_Mutationnovelc.4946N>Ap.Thr1649Asnp.T1649Nprotein_codingtolerated(1)benign(0)TCGA-A1-A0SP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
ABCA13SNVMissense_Mutationc.7289N>Cp.Ile2430Thrp.I2430Tprotein_codingdeleterious(0)benign(0.009)TCGA-A7-A26G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
ABCA13SNVMissense_Mutationnovelc.13461G>Tp.Arg4487Serp.R4487Sprotein_codingdeleterious(0)probably_damaging(0.996)TCGA-A7-A3IZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ABCA13SNVMissense_Mutationnovelc.4963G>Ap.Gly1655Serp.G1655Sprotein_codingtolerated(0.11)benign(0.036)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCA13SNVMissense_Mutationc.6172C>Gp.Leu2058Valp.L2058Vprotein_codingdeleterious(0.03)possibly_damaging(0.544)TCGA-A8-A075-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyepirubicinCR
ABCA13SNVMissense_Mutationnovelc.1175N>Gp.Val392Glyp.V392Gprotein_codingdeleterious(0)probably_damaging(0.964)TCGA-A8-A08O-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelPD
ABCA13SNVMissense_Mutationc.3705N>Tp.Leu1235Phep.L1235Fprotein_codingtolerated(0.12)benign(0.311)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ABCA13SNVMissense_Mutationc.2082N>Tp.Leu694Phep.L694Fprotein_codingtolerated(0.24)benign(0.034)TCGA-A8-A09M-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapypaclitaxelCR
ABCA13SNVMissense_Mutationc.3666N>Ap.Phe1222Leup.F1222Lprotein_codingtolerated(0.55)benign(0.409)TCGA-AC-A23H-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
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