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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: ABCC5

Gene summary for ABCC5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABCC5

Gene ID

10057

Gene nameATP binding cassette subfamily C member 5
Gene AliasABC33
Cytomap3q27.1
Gene Typeprotein-coding
GO ID

GO:0000041

UniProtAcc

O15440


Top

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
10057ABCC5CCI_1HumanCervixCC7.46e-141.44e+000.528
10057ABCC5CCI_2HumanCervixCC2.41e-111.08e+000.5249
10057ABCC5CCI_3HumanCervixCC1.58e-159.33e-010.516
10057ABCC5TumorHumanCervixCC2.58e-083.56e-010.1241
10057ABCC5sample3HumanCervixCC2.34e-124.61e-010.1387
10057ABCC5T3HumanCervixCC7.10e-184.65e-010.1389
10057ABCC5LZE2THumanEsophagusESCC2.75e-132.14e+000.082
10057ABCC5LZE4THumanEsophagusESCC3.46e-251.22e+000.0811
10057ABCC5LZE7THumanEsophagusESCC1.07e-111.09e+000.0667
10057ABCC5LZE8THumanEsophagusESCC2.90e-066.08e-010.067
10057ABCC5LZE20THumanEsophagusESCC2.90e-042.65e-010.0662
10057ABCC5LZE21D1HumanEsophagusHGIN2.64e-071.69e+000.0632
10057ABCC5LZE22D1HumanEsophagusHGIN1.18e-063.14e-010.0595
10057ABCC5LZE22THumanEsophagusESCC7.49e-056.54e-010.068
10057ABCC5LZE24THumanEsophagusESCC3.34e-351.62e+000.0596
10057ABCC5LZE21THumanEsophagusESCC8.88e-241.84e+000.0655
10057ABCC5P1T-EHumanEsophagusESCC6.22e-075.67e-010.0875
10057ABCC5P2T-EHumanEsophagusESCC4.46e-244.18e-010.1177
10057ABCC5P4T-EHumanEsophagusESCC3.94e-501.40e+000.1323
10057ABCC5P5T-EHumanEsophagusESCC1.12e-213.69e-010.1327
Page: 1 2 3 4 5 6 

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
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
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00159318CervixCCnucleobase-containing compound transport43/2311222/187231.72e-031.30e-0243
GO:00158337CervixCCpeptide transport46/2311264/187239.69e-034.78e-0246
GO:001593116EsophagusHGINnucleobase-containing compound transport57/2587222/187231.76e-066.52e-0557
GO:001593117EsophagusESCCnucleobase-containing compound transport162/8552222/187239.87e-177.93e-15162
GO:0006024EsophagusESCCglycosaminoglycan biosynthetic process45/855275/187238.75e-033.08e-0245
GO:0006023EsophagusESCCaminoglycan biosynthetic process47/855279/187239.29e-033.23e-0247
GO:001593111LiverHCCnucleobase-containing compound transport150/7958222/187233.17e-142.03e-12150
GO:1901264LiverHCCcarbohydrate derivative transport48/795880/187231.19e-036.62e-0348
GO:00000411LiverHCCtransition metal ion transport59/7958105/187233.18e-031.47e-0259
GO:015010411LiverHCCtransport across blood-brain barrier50/795887/187233.42e-031.55e-0250
GO:001023211LiverHCCvascular transport50/795888/187234.69e-032.02e-0250
GO:0015886LiverHCCheme transport9/795811/187239.51e-033.60e-029
GO:00068261LiverHCCiron ion transport34/795858/187239.66e-033.63e-0234
GO:001593114Oral cavityOSCCnucleobase-containing compound transport150/7305222/187234.86e-185.04e-16150
GO:19012642Oral cavityOSCCcarbohydrate derivative transport44/730580/187232.67e-031.16e-0244
GO:00068572Oral cavityOSCColigopeptide transport11/730516/187231.56e-024.99e-0211
GO:001593115Oral cavityLPnucleobase-containing compound transport95/4623222/187232.23e-099.98e-0895
GO:19012641Oral cavityLPcarbohydrate derivative transport31/462380/187233.69e-032.44e-0231
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa015232EsophagusESCCAntifolate resistance22/420530/84657.23e-031.76e-028.99e-0322
hsa0152311EsophagusESCCAntifolate resistance22/420530/84657.23e-031.76e-028.99e-0322
hsa01523LiverHCCAntifolate resistance21/402030/84651.06e-022.71e-021.51e-0221
hsa020102LiverHCCABC transporters29/402045/84651.62e-023.88e-022.16e-0229
hsa015231LiverHCCAntifolate resistance21/402030/84651.06e-022.71e-021.51e-0221
hsa020103LiverHCCABC transporters29/402045/84651.62e-023.88e-022.16e-0229
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
ABCC5SNVMissense_Mutationc.4087N>Cp.Glu1363Glnp.E1363QO15440protein_codingdeleterious(0.01)benign(0.125)TCGA-AR-A250-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ABCC5SNVMissense_Mutationrs780239386c.2476N>Ap.Glu826Lysp.E826KO15440protein_codingtolerated(0.71)benign(0)TCGA-C8-A26W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
ABCC5SNVMissense_Mutationnovelc.1990N>Gp.Arg664Glyp.R664GO15440protein_codingtolerated(0.08)benign(0.07)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
ABCC5SNVMissense_Mutationrs11552530c.3301N>Tp.Arg1101Trpp.R1101WO15440protein_codingtolerated(0.12)possibly_damaging(0.583)TCGA-D8-A27F-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycin+cyclophosphamideSD
ABCC5SNVMissense_Mutationrs747505911c.418N>Ap.Glu140Lysp.E140KO15440protein_codingdeleterious(0)benign(0.394)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCC5SNVMissense_Mutationc.2856C>Gp.Phe952Leup.F952LO15440protein_codingdeleterious(0.01)possibly_damaging(0.714)TCGA-E2-A14P-01Breastbreast invasive carcinomaFemale>=65III/IVTargeted Molecular therapytrastuzumabSD
ABCC5SNVMissense_Mutationc.2221A>Gp.Thr741Alap.T741AO15440protein_codingdeleterious(0)probably_damaging(0.931)TCGA-E9-A22G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ABCC5deletionFrame_Shift_Delc.3268_3269delNNp.Leu1090ValfsTer62p.L1090Vfs*62O15440protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCC5SNVMissense_Mutationnovelc.2420N>Tp.Ser807Leup.S807LO15440protein_codingtolerated(0.29)benign(0.007)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ABCC5deletionFrame_Shift_Delrs762628168c.3269delTp.Leu1090CysfsTer26p.L1090Cfs*26O15440protein_codingTCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 

Top

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
10057ABCC5DRUGGABLE GENOME, ABC TRANSPORTER, TRANSPORTERinhibitor178101454SILDENAFIL
10057ABCC5DRUGGABLE GENOME, ABC TRANSPORTER, TRANSPORTERirinotecanIRINOTECAN26352872
10057ABCC5DRUGGABLE GENOME, ABC TRANSPORTER, TRANSPORTERoxaliplatinOXALIPLATIN24924344
10057ABCC5DRUGGABLE GENOME, ABC TRANSPORTER, TRANSPORTERFLOXURIDINEFLOXURIDINE20930123
10057ABCC5DRUGGABLE GENOME, ABC TRANSPORTER, TRANSPORTERzidovudineZIDOVUDINE22960662
10057ABCC5DRUGGABLE GENOME, ABC TRANSPORTER, TRANSPORTERinhibitor252827486
10057ABCC5DRUGGABLE GENOME, ABC TRANSPORTER, TRANSPORTERfluorouracilFLUOROURACIL26352872
10057ABCC5DRUGGABLE GENOME, ABC TRANSPORTER, TRANSPORTERleucovorinLEUCOVORIN26352872
10057ABCC5DRUGGABLE GENOME, ABC TRANSPORTER, TRANSPORTERglibenclamideGLYBURIDE27403931
Page: 1