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: ABCD1

Gene summary for ABCD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABCD1

Gene ID

215

Gene nameATP binding cassette subfamily D member 1
Gene AliasABC42
CytomapXq28
Gene Typeprotein-coding
GO ID

GO:0000038

UniProtAcc

P33897


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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
215ABCD1HCC1_MengHumanLiverHCC3.38e-172.86e-020.0246
215ABCD1HCC2_MengHumanLiverHCC5.21e-111.20e-010.0107
215ABCD1S014HumanLiverHCC5.66e-144.13e-010.2254
215ABCD1S015HumanLiverHCC1.71e-115.07e-010.2375
215ABCD1S016HumanLiverHCC2.76e-195.43e-010.2243
215ABCD1S027HumanLiverHCC1.74e-241.50e+000.2446
215ABCD1S028HumanLiverHCC8.33e-511.59e+000.2503
215ABCD1S029HumanLiverHCC2.68e-341.32e+000.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:001605321LiverHCCorganic acid biosynthetic process200/7958316/187235.24e-143.22e-12200
GO:000679021LiverHCCsulfur compound metabolic process212/7958339/187235.60e-143.39e-12212
GO:000663122LiverHCCfatty acid metabolic process238/7958390/187238.24e-144.84e-12238
GO:004639421LiverHCCcarboxylic acid biosynthetic process198/7958314/187231.19e-136.78e-12198
GO:000915022LiverHCCpurine ribonucleotide metabolic process226/7958368/187231.36e-137.69e-12226
GO:007252122LiverHCCpurine-containing compound metabolic process250/7958416/187232.26e-131.24e-11250
GO:003459922LiverHCCcellular response to oxidative stress183/7958288/187233.65e-131.93e-11183
GO:000616322LiverHCCpurine nucleotide metabolic process236/7958396/187233.59e-121.62e-10236
GO:004428221LiverHCCsmall molecule catabolic process225/7958376/187236.50e-122.80e-10225
GO:001605421LiverHCCorganic acid catabolic process152/7958240/187235.11e-111.92e-09152
GO:00463952LiverHCCcarboxylic acid catabolic process149/7958236/187231.11e-103.87e-09149
GO:00338652LiverHCCnucleoside bisphosphate metabolic process88/7958128/187231.63e-094.78e-0888
GO:00338752LiverHCCribonucleoside bisphosphate metabolic process88/7958128/187231.63e-094.78e-0888
GO:00340322LiverHCCpurine nucleoside bisphosphate metabolic process88/7958128/187231.63e-094.78e-0888
GO:004346722LiverHCCregulation of generation of precursor metabolites and energy89/7958130/187231.84e-095.35e-0889
GO:004424222LiverHCCcellular lipid catabolic process134/7958214/187232.07e-095.79e-08134
GO:001939522LiverHCCfatty acid oxidation72/7958103/187231.63e-083.92e-0772
GO:000906221LiverHCCfatty acid catabolic process70/7958100/187232.34e-085.44e-0770
GO:00066372LiverHCCacyl-CoA metabolic process67/795896/187235.62e-081.19e-0667
GO:00353832LiverHCCthioester metabolic process67/795896/187235.62e-081.19e-0667
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa041464LiverHCCPeroxisome58/402082/84651.57e-051.05e-045.85e-0558
hsa020102LiverHCCABC transporters29/402045/84651.62e-023.88e-022.16e-0229
hsa041465LiverHCCPeroxisome58/402082/84651.57e-051.05e-045.85e-0558
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
ABCD1SNVMissense_Mutationc.748N>Ap.Val250Metp.V250MP33897protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-E9-A295-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ABCD1SNVMissense_Mutationc.951N>Gp.Ile317Metp.I317MP33897protein_codingtolerated(1)benign(0.048)TCGA-GM-A2DO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenCR
ABCD1SNVMissense_Mutationc.731N>Tp.Ser244Leup.S244LP33897protein_codingtolerated(0.7)benign(0.099)TCGA-C5-A1BF-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
ABCD1SNVMissense_Mutationnovelc.1475N>Ap.Ser492Asnp.S492NP33897protein_codingtolerated(0.13)benign(0.005)TCGA-C5-A8ZZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificCisplatinSD
ABCD1SNVMissense_Mutationnovelc.190N>Cp.Lys64Glnp.K64QP33897protein_codingtolerated(0.15)benign(0.035)TCGA-C5-A907-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
ABCD1SNVMissense_Mutationc.220C>Tp.Arg74Trpp.R74WP33897protein_codingdeleterious(0)probably_damaging(0.983)TCGA-EA-A411-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ABCD1SNVMissense_Mutationc.455N>Ap.Arg152Hisp.R152HP33897protein_codingdeleterious(0)probably_damaging(0.999)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
ABCD1SNVMissense_Mutationc.1372N>Ap.Glu458Lysp.E458KP33897protein_codingtolerated(0.24)benign(0.109)TCGA-UC-A7PG-06Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinPD
ABCD1SNVMissense_Mutationnovelc.2132N>Tp.Arg711Leup.R711LP33897protein_codingtolerated(0.06)benign(0.007)TCGA-VS-A8EC-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
ABCD1SNVMissense_Mutationrs193922097c.421G>Ap.Ala141Thrp.A141TP33897protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A6-2681-01Colorectumcolon adenocarcinomaFemale>=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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