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: ACACA

Gene summary for ACACA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACACA

Gene ID

31

Gene nameacetyl-CoA carboxylase alpha
Gene AliasACAC
Cytomap17q12
Gene Typeprotein-coding
GO ID

GO:0001894

UniProtAcc

B2ZZ90


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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
31ACACACCI_1HumanCervixCC4.58e-121.18e+000.528
31ACACACCI_2HumanCervixCC2.23e-131.25e+000.5249
31ACACACCI_3HumanCervixCC4.35e-431.72e+000.516
31ACACACCII_1HumanCervixCC2.61e-094.51e-010.3249
31ACACAHTA11_3410_2000001011HumanColorectumAD1.91e-20-6.97e-010.0155
31ACACAHTA11_2951_2000001011HumanColorectumAD1.24e-02-6.88e-010.0216
31ACACAHTA11_83_2000001011HumanColorectumSER5.65e-03-4.77e-01-0.1526
31ACACAHTA11_2992_2000001011HumanColorectumSER1.71e-02-6.60e-01-0.1706
31ACACAHTA11_5212_2000001011HumanColorectumAD2.17e-02-7.01e-01-0.2061
31ACACAHTA11_5216_2000001011HumanColorectumSER7.96e-03-6.38e-01-0.1462
31ACACAHTA11_7862_2000001011HumanColorectumAD4.67e-02-5.47e-01-0.0179
31ACACAHTA11_866_3004761011HumanColorectumAD2.28e-12-5.71e-010.096
31ACACAHTA11_9408_2000001011HumanColorectumAD8.93e-03-8.33e-010.0451
31ACACAHTA11_8622_2000001021HumanColorectumSER8.95e-04-5.94e-010.0528
31ACACAHTA11_99999970781_79442HumanColorectumMSS3.42e-05-3.91e-010.294
31ACACAHTA11_99999965104_69814HumanColorectumMSS3.66e-046.50e-010.281
31ACACAF007HumanColorectumFAP1.19e-08-6.20e-010.1176
31ACACAA002-C-010HumanColorectumFAP5.54e-04-2.96e-010.242
31ACACAA001-C-207HumanColorectumFAP9.06e-17-7.37e-010.1278
31ACACAA015-C-203HumanColorectumFAP5.66e-44-8.21e-01-0.1294
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:190165410CervixCCresponse to ketone45/2311194/187231.83e-053.44e-0445
GO:00018949CervixCCtissue homeostasis57/2311268/187232.43e-054.21e-0457
GO:00602498CervixCCanatomical structure homeostasis63/2311314/187236.03e-058.68e-0463
GO:00196939CervixCCribose phosphate metabolic process72/2311396/187234.49e-044.48e-0372
GO:00092599CervixCCribonucleotide metabolic process70/2311385/187235.35e-045.18e-0370
GO:00463908CervixCCribose phosphate biosynthetic process39/2311190/187239.02e-047.77e-0339
GO:000915010CervixCCpurine ribonucleotide metabolic process66/2311368/187231.09e-039.07e-0366
GO:00092608CervixCCribonucleotide biosynthetic process37/2311182/187231.44e-031.13e-0237
GO:00091529CervixCCpurine ribonucleotide biosynthetic process34/2311169/187232.62e-031.81e-0234
GO:00973059CervixCCresponse to alcohol46/2311253/187234.40e-032.69e-0246
GO:000616310CervixCCpurine nucleotide metabolic process67/2311396/187234.41e-032.69e-0267
GO:007252110CervixCCpurine-containing compound metabolic process69/2311416/187236.27e-033.54e-0269
GO:000911710CervixCCnucleotide metabolic process79/2311489/187237.16e-033.85e-0279
GO:0009150ColorectumADpurine ribonucleotide metabolic process142/3918368/187234.29e-151.17e-12142
GO:0006163ColorectumADpurine nucleotide metabolic process149/3918396/187231.08e-142.80e-12149
GO:0072521ColorectumADpurine-containing compound metabolic process153/3918416/187234.34e-141.01e-11153
GO:0009259ColorectumADribonucleotide metabolic process144/3918385/187235.25e-141.13e-11144
GO:0019693ColorectumADribose phosphate metabolic process145/3918396/187233.01e-135.71e-11145
GO:0009117ColorectumADnucleotide metabolic process168/3918489/187232.20e-123.36e-10168
GO:0006753ColorectumADnucleoside phosphate metabolic process169/3918497/187234.99e-126.98e-10169
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa006202ColorectumSERPyruvate metabolism22/158047/84659.62e-061.33e-049.67e-0522
hsa049222ColorectumSERGlucagon signaling pathway38/1580107/84652.57e-053.28e-042.38e-0438
hsa006402ColorectumSERPropanoate metabolism13/158032/84653.20e-032.12e-021.54e-0213
hsa006203ColorectumSERPyruvate metabolism22/158047/84659.62e-061.33e-049.67e-0522
hsa049223ColorectumSERGlucagon signaling pathway38/1580107/84652.57e-053.28e-042.38e-0438
hsa006403ColorectumSERPropanoate metabolism13/158032/84653.20e-032.12e-021.54e-0213
hsa041526ColorectumCRCAMPK signaling pathway31/1091121/84651.04e-041.57e-031.07e-0331
hsa049104ColorectumCRCInsulin signaling pathway31/1091137/84651.07e-038.91e-036.03e-0331
hsa006408ColorectumCRCPropanoate metabolism11/109132/84651.51e-031.17e-027.94e-0311
hsa049228ColorectumCRCGlucagon signaling pathway24/1091107/84654.21e-032.47e-021.67e-0224
hsa01212ColorectumCRCFatty acid metabolism14/109157/84651.17e-024.99e-023.38e-0214
hsa041527ColorectumCRCAMPK signaling pathway31/1091121/84651.04e-041.57e-031.07e-0331
hsa049105ColorectumCRCInsulin signaling pathway31/1091137/84651.07e-038.91e-036.03e-0331
hsa006409ColorectumCRCPropanoate metabolism11/109132/84651.51e-031.17e-027.94e-0311
hsa049229ColorectumCRCGlucagon signaling pathway24/1091107/84654.21e-032.47e-021.67e-0224
hsa012121ColorectumCRCFatty acid metabolism14/109157/84651.17e-024.99e-023.38e-0214
hsa0062010EsophagusHGINPyruvate metabolism16/138347/84652.27e-031.95e-021.55e-0216
hsa0062013EsophagusHGINPyruvate metabolism16/138347/84652.27e-031.95e-021.55e-0216
hsa012129EsophagusESCCFatty acid metabolism41/420557/84655.13e-041.75e-038.98e-0441
hsa0121214EsophagusESCCFatty acid metabolism41/420557/84655.13e-041.75e-038.98e-0441
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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
ACACASNVMissense_Mutationnovelc.6497G>Ap.Arg2166Hisp.R2166HQ13085protein_codingdeleterious(0)probably_damaging(0.927)TCGA-A2-A0SU-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ACACASNVMissense_Mutationnovelc.3673N>Tp.His1225Tyrp.H1225YQ13085protein_codingtolerated(0.11)probably_damaging(0.999)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ACACASNVMissense_Mutationnovelc.3937G>Cp.Asp1313Hisp.D1313HQ13085protein_codingdeleterious(0.04)possibly_damaging(0.712)TCGA-A8-A06U-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ACACASNVMissense_Mutationnovelc.4048N>Ap.Gln1350Lysp.Q1350KQ13085protein_codingtolerated(0.29)possibly_damaging(0.615)TCGA-AC-A62Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ACACASNVMissense_Mutationnovelc.1350N>Cp.Lys450Asnp.K450NQ13085protein_codingdeleterious(0)possibly_damaging(0.777)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ACACASNVMissense_Mutationnovelc.449N>Ap.Gly150Glup.G150EQ13085protein_codingtolerated(0.08)probably_damaging(0.947)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ACACASNVMissense_Mutationnovelc.3859N>Cp.Asp1287Hisp.D1287HQ13085protein_codingdeleterious(0.02)possibly_damaging(0.885)TCGA-AO-A0J4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ACACASNVMissense_Mutationnovelc.6245N>Gp.Asn2082Serp.N2082SQ13085protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ACACASNVMissense_Mutationnovelc.5633T>Cp.Val1878Alap.V1878AQ13085protein_codingdeleterious(0.01)possibly_damaging(0.555)TCGA-B6-A2IU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ACACASNVMissense_Mutationnovelc.1885N>Ap.Glu629Lysp.E629KQ13085protein_codingdeleterious(0)probably_damaging(0.973)TCGA-C8-A26Y-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
31ACACAENZYME, DRUGGABLE GENOMEinhibitor252827541
31ACACAENZYME, DRUGGABLE GENOMEallosteric modulator404859092FIRSOCOSTAT
31ACACAENZYME, DRUGGABLE GENOMEinhibitor178101963
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