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: ABCA12

Gene summary for ABCA12

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABCA12

Gene ID

26154

Gene nameATP binding cassette subfamily A member 12
Gene AliasARCI4A
Cytomap2q35
Gene Typeprotein-coding
GO ID

GO:0001678

UniProtAcc

B3KVV3


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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
26154ABCA12RNA-P17T-P17T-2HumanLungIAC2.13e-036.02e-010.3371
26154ABCA12RNA-P17T-P17T-4HumanLungIAC4.71e-025.10e-010.343
26154ABCA12RNA-P17T-P17T-6HumanLungIAC1.48e-035.88e-010.3385
26154ABCA12RNA-P17T-P17T-8HumanLungIAC5.44e-066.53e-010.3329
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:0048875LungIACchemical homeostasis within a tissue11/206114/187237.44e-091.05e-0611
GO:0043129LungIACsurfactant homeostasis10/206112/187231.37e-081.77e-0610
GO:00020648LungIACepithelial cell development52/2061220/187236.75e-086.91e-0652
GO:00726598LungIACprotein localization to plasma membrane60/2061284/187234.74e-073.10e-0560
GO:19907787LungIACprotein localization to cell periphery66/2061333/187231.44e-067.22e-0566
GO:00308562LungIACregulation of epithelial cell differentiation34/2061154/187235.40e-051.21e-0334
GO:00224078LungIACregulation of cell-cell adhesion76/2061448/187238.16e-051.68e-0376
GO:0045616LungIACregulation of keratinocyte differentiation13/206137/187239.33e-051.87e-0313
GO:00323867LungIACregulation of intracellular transport60/2061337/187231.16e-042.22e-0360
GO:00435882LungIACskin development49/2061263/187231.56e-042.82e-0349
GO:0045604LungIACregulation of epidermal cell differentiation16/206158/187233.85e-045.87e-0316
GO:00097438LungIACresponse to carbohydrate46/2061253/187234.28e-046.37e-0346
GO:0045682LungIACregulation of epidermis development17/206165/187235.07e-047.33e-0317
GO:00099135LungIACepidermal cell differentiation37/2061202/187231.29e-031.45e-0237
GO:00323887LungIACpositive regulation of intracellular transport37/2061202/187231.29e-031.45e-0237
GO:00018947LungIACtissue homeostasis46/2061268/187231.50e-031.60e-0246
GO:0030216LungIACkeratinocyte differentiation27/2061139/187232.34e-032.28e-0227
GO:19038298LungIACpositive regulation of cellular protein localization46/2061276/187232.74e-032.50e-0246
GO:00342848LungIACresponse to monosaccharide39/2061225/187232.75e-032.51e-0239
GO:00602497LungIACanatomical structure homeostasis51/2061314/187232.91e-032.61e-0251
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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
ABCA12SNVMissense_Mutationc.2194N>Gp.Gln732Glup.Q732EQ86UK0protein_codingtolerated(0.35)benign(0.05)TCGA-A2-A0CL-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
ABCA12SNVMissense_Mutationc.5812C>Gp.Pro1938Alap.P1938AQ86UK0protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
ABCA12SNVMissense_Mutationc.2674N>Tp.Asp892Tyrp.D892YQ86UK0protein_codingdeleterious(0)benign(0.328)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ABCA12SNVMissense_Mutationrs866662919c.591N>Gp.Phe197Leup.F197LQ86UK0protein_codingtolerated(1)benign(0)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
ABCA12SNVMissense_Mutationnovelc.6605N>Tp.Ser2202Phep.S2202FQ86UK0protein_codingtolerated(0.17)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCA12SNVMissense_Mutationrs767287642c.5096N>Ap.Ser1699Tyrp.S1699YQ86UK0protein_codingtolerated(0.06)possibly_damaging(0.825)TCGA-B6-A0IJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ABCA12SNVMissense_Mutationc.7092N>Cp.Lys2364Asnp.K2364NQ86UK0protein_codingdeleterious(0.01)benign(0.014)TCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
ABCA12SNVMissense_Mutationc.7402C>Gp.Gln2468Glup.Q2468EQ86UK0protein_codingdeleterious(0.01)possibly_damaging(0.695)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ABCA12SNVMissense_Mutationc.6807G>Cp.Lys2269Asnp.K2269NQ86UK0protein_codingtolerated(0.17)benign(0.003)TCGA-BH-A18P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ABCA12SNVMissense_Mutationrs762358538c.6739N>Cp.Gly2247Argp.G2247RQ86UK0protein_codingdeleterious(0)probably_damaging(0.99)TCGA-BH-A18V-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
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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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