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: ACBD3

Gene summary for ACBD3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACBD3

Gene ID

64746

Gene nameacyl-CoA binding domain containing 3
Gene AliasGCP60
Cytomap1q42.12
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

A0A024R3P9


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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
64746ACBD3GSM4909281HumanBreastIDC1.66e-052.71e-010.21
64746ACBD3GSM4909285HumanBreastIDC1.42e-032.48e-010.21
64746ACBD3GSM4909287HumanBreastIDC3.32e-032.73e-010.2057
64746ACBD3GSM4909290HumanBreastIDC1.80e-073.81e-010.2096
64746ACBD3GSM4909293HumanBreastIDC3.05e-265.06e-010.1581
64746ACBD3GSM4909295HumanBreastIDC1.04e-023.30e-010.0898
64746ACBD3GSM4909298HumanBreastIDC2.93e-073.07e-010.1551
64746ACBD3GSM4909306HumanBreastIDC3.27e-032.85e-010.1564
64746ACBD3GSM4909308HumanBreastIDC2.72e-073.49e-010.158
64746ACBD3GSM4909311HumanBreastIDC7.16e-08-9.63e-020.1534
64746ACBD3GSM4909312HumanBreastIDC3.95e-029.77e-020.1552
64746ACBD3GSM4909315HumanBreastIDC2.49e-053.15e-010.21
64746ACBD3GSM4909317HumanBreastIDC1.61e-103.92e-010.1355
64746ACBD3GSM4909319HumanBreastIDC2.51e-12-1.47e-020.1563
64746ACBD3GSM4909320HumanBreastIDC1.23e-022.15e-010.1575
64746ACBD3GSM4909321HumanBreastIDC4.18e-041.03e-020.1559
64746ACBD3NCCBC14HumanBreastDCIS1.72e-166.13e-010.2021
64746ACBD3P1HumanBreastIDC3.83e-024.61e-020.1527
64746ACBD3P2HumanBreastIDC6.98e-043.65e-010.21
64746ACBD3DCIS2HumanBreastDCIS2.70e-694.17e-010.0085
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:00066944BreastIDCsteroid biosynthetic process25/1434173/187231.56e-031.56e-0225
GO:000669411BreastDCISsteroid biosynthetic process23/1390173/187234.63e-033.52e-0223
GO:00066946EsophagusESCCsteroid biosynthetic process98/8552173/187232.34e-031.03e-0298
GO:000820211LiverCirrhoticsteroid metabolic process143/4634319/187232.79e-153.18e-13143
GO:00066941LiverCirrhoticsteroid biosynthetic process77/4634173/187231.02e-083.91e-0777
GO:00082022LiverHCCsteroid metabolic process188/7958319/187231.96e-095.63e-08188
GO:00066942LiverHCCsteroid biosynthetic process104/7958173/187232.13e-062.91e-05104
GO:00066945Oral cavityOSCCsteroid biosynthetic process89/7305173/187235.77e-043.30e-0389
GO:00082024Oral cavityOSCCsteroid metabolic process146/7305319/187237.78e-032.85e-02146
GO:000669412Oral cavityLPsteroid biosynthetic process58/4623173/187235.44e-033.31e-0258
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0513243BreastDCISSalmonella infection55/846249/84658.71e-091.87e-071.38e-0755
hsa0513253BreastDCISSalmonella infection55/846249/84658.71e-091.87e-071.38e-0755
hsa0513222LiverCirrhoticSalmonella infection121/2530249/84652.47e-105.13e-093.16e-09121
hsa0513232LiverCirrhoticSalmonella infection121/2530249/84652.47e-105.13e-093.16e-09121
hsa0513242LiverHCCSalmonella infection178/4020249/84655.90e-151.98e-131.10e-13178
hsa0513252LiverHCCSalmonella infection178/4020249/84655.90e-151.98e-131.10e-13178
hsa0513216LungIACSalmonella infection52/1053249/84659.46e-051.28e-038.50e-0452
hsa0513217LungIACSalmonella infection52/1053249/84659.46e-051.28e-038.50e-0452
hsa0513223LungAISSalmonella infection50/961249/84653.47e-055.62e-043.59e-0450
hsa0513233LungAISSalmonella infection50/961249/84653.47e-055.62e-043.59e-0450
hsa0513230Oral cavityOSCCSalmonella infection174/3704249/84652.67e-171.49e-157.58e-16174
hsa05132114Oral cavityOSCCSalmonella infection174/3704249/84652.67e-171.49e-157.58e-16174
hsa05132210Oral cavityLPSalmonella infection128/2418249/84651.17e-142.79e-131.80e-13128
hsa0513238Oral cavityLPSalmonella infection128/2418249/84651.17e-142.79e-131.80e-13128
hsa0513245Oral cavityEOLPSalmonella infection78/1218249/84653.66e-122.37e-101.40e-1078
hsa0513255Oral cavityEOLPSalmonella infection78/1218249/84653.66e-122.37e-101.40e-1078
hsa0513228ProstateBPHSalmonella infection99/1718249/84657.26e-131.50e-119.27e-1299
hsa05132113ProstateBPHSalmonella infection99/1718249/84657.26e-131.50e-119.27e-1299
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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
ACBD3SNVMissense_Mutationc.1042N>Cp.Glu348Glnp.E348QQ9H3P7protein_codingtolerated(0.13)possibly_damaging(0.643)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ACBD3SNVMissense_Mutationc.676G>Ap.Glu226Lysp.E226KQ9H3P7protein_codingtolerated(0.09)possibly_damaging(0.899)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ACBD3SNVMissense_Mutationc.1568G>Cp.Arg523Thrp.R523TQ9H3P7protein_codingdeleterious(0)probably_damaging(0.983)TCGA-D8-A1JN-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozolumSD
ACBD3SNVMissense_Mutationnovelc.634G>Cp.Glu212Glnp.E212QQ9H3P7protein_codingtolerated(0.05)probably_damaging(0.932)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
ACBD3deletionFrame_Shift_Delnovelc.327delAp.Lys109AsnfsTer2p.K109Nfs*2Q9H3P7protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ACBD3SNVMissense_Mutationnovelc.580N>Cp.Glu194Glnp.E194QQ9H3P7protein_codingtolerated(0.1)probably_damaging(0.932)TCGA-C5-A8XK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
ACBD3SNVMissense_Mutationrs752822487c.1333G>Ap.Val445Metp.V445MQ9H3P7protein_codingdeleterious(0)probably_damaging(0.986)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ACBD3SNVMissense_Mutationnovelc.332N>Gp.Lys111Argp.K111RQ9H3P7protein_codingtolerated(0.46)benign(0.027)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ACBD3SNVMissense_Mutationc.373A>Cp.Asn125Hisp.N125HQ9H3P7protein_codingdeleterious(0)probably_damaging(0.985)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ACBD3SNVMissense_Mutationnovelc.1529N>Gp.Asn510Serp.N510SQ9H3P7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<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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