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: OXCT1

Gene summary for OXCT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

OXCT1

Gene ID

5019

Gene name3-oxoacid CoA-transferase 1
Gene AliasOXCT
Cytomap5p13.1
Gene Typeprotein-coding
GO ID

GO:0001678

UniProtAcc

A0A024R040


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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
5019OXCT1LZE7THumanEsophagusESCC7.46e-033.61e-010.0667
5019OXCT1LZE8THumanEsophagusESCC3.34e-021.20e-010.067
5019OXCT1LZE22THumanEsophagusESCC1.12e-022.66e-010.068
5019OXCT1LZE24THumanEsophagusESCC5.87e-041.02e-010.0596
5019OXCT1LZE6THumanEsophagusESCC4.17e-073.82e-010.0845
5019OXCT1P1T-EHumanEsophagusESCC6.56e-084.56e-010.0875
5019OXCT1P2T-EHumanEsophagusESCC4.83e-214.25e-010.1177
5019OXCT1P4T-EHumanEsophagusESCC7.46e-163.90e-010.1323
5019OXCT1P5T-EHumanEsophagusESCC4.26e-121.95e-010.1327
5019OXCT1P8T-EHumanEsophagusESCC3.60e-173.95e-010.0889
5019OXCT1P9T-EHumanEsophagusESCC3.06e-071.20e-010.1131
5019OXCT1P10T-EHumanEsophagusESCC2.34e-447.22e-010.116
5019OXCT1P11T-EHumanEsophagusESCC2.43e-073.20e-010.1426
5019OXCT1P12T-EHumanEsophagusESCC5.05e-234.03e-010.1122
5019OXCT1P15T-EHumanEsophagusESCC1.56e-143.22e-010.1149
5019OXCT1P16T-EHumanEsophagusESCC4.06e-274.51e-010.1153
5019OXCT1P17T-EHumanEsophagusESCC9.99e-175.64e-010.1278
5019OXCT1P19T-EHumanEsophagusESCC2.56e-043.36e-010.1662
5019OXCT1P20T-EHumanEsophagusESCC2.88e-133.68e-010.1124
5019OXCT1P21T-EHumanEsophagusESCC3.90e-234.36e-010.1617
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:003559212LiverHCCestablishment of protein localization to extracellular region176/7958360/187237.96e-033.15e-02176
GO:000930612LiverHCCprotein secretion175/7958359/187239.32e-033.57e-02175
GO:00611784LiverHCCregulation of insulin secretion involved in cellular response to glucose stimulus37/795864/187239.63e-033.63e-0237
GO:00454712LiverHCCresponse to ethanol72/7958137/187231.10e-024.07e-0272
GO:000609118Oral cavityOSCCgeneration of precursor metabolites and energy286/7305490/187231.45e-181.71e-16286
GO:190495119Oral cavityOSCCpositive regulation of establishment of protein localization196/7305319/187232.89e-162.20e-14196
GO:005122219Oral cavityOSCCpositive regulation of protein transport187/7305303/187237.37e-165.49e-14187
GO:003166720Oral cavityOSCCresponse to nutrient levels245/7305474/187231.02e-082.10e-07245
GO:004259416Oral cavityOSCCresponse to starvation111/7305197/187235.68e-078.19e-06111
GO:00075849Oral cavityOSCCresponse to nutrient95/7305174/187232.09e-051.99e-0495
GO:00421804Oral cavityOSCCcellular ketone metabolic process111/7305211/187233.94e-053.45e-04111
GO:000941018Oral cavityOSCCresponse to xenobiotic stimulus222/7305462/187234.00e-053.48e-04222
GO:000974320Oral cavityOSCCresponse to carbohydrate128/7305253/187231.11e-048.16e-04128
GO:009730519Oral cavityOSCCresponse to alcohol127/7305253/187231.81e-041.24e-03127
GO:003428420Oral cavityOSCCresponse to monosaccharide114/7305225/187232.37e-041.54e-03114
GO:007133316Oral cavityOSCCcellular response to glucose stimulus79/7305151/187235.97e-043.39e-0379
GO:000974619Oral cavityOSCCresponse to hexose109/7305219/187237.41e-044.05e-03109
GO:000167816Oral cavityOSCCcellular glucose homeostasis88/7305172/187237.74e-044.22e-0388
GO:007133116Oral cavityOSCCcellular response to hexose stimulus79/7305153/187239.92e-045.17e-0379
GO:000930610Oral cavityOSCCprotein secretion169/7305359/187231.04e-035.34e-03169
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa002809EsophagusESCCValine, leucine and isoleucine degradation34/420548/84652.34e-036.54e-033.35e-0334
hsa0028014EsophagusESCCValine, leucine and isoleucine degradation34/420548/84652.34e-036.54e-033.35e-0334
hsa002808Oral cavityOSCCValine, leucine and isoleucine degradation30/370448/84656.75e-031.57e-027.99e-0330
hsa0028013Oral cavityOSCCValine, leucine and isoleucine degradation30/370448/84656.75e-031.57e-027.99e-0330
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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
OXCT1SNVMissense_Mutationc.1497N>Tp.Gln499Hisp.Q499HP55809protein_codingdeleterious(0.03)benign(0.001)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
OXCT1SNVMissense_Mutationc.1064N>Ap.Arg355Glnp.R355QP55809protein_codingtolerated(0.51)benign(0.03)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
OXCT1SNVMissense_Mutationnovelc.1033N>Cp.Asn345Hisp.N345HP55809protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
OXCT1SNVMissense_Mutationc.1551N>Cp.Gln517Hisp.Q517HP55809protein_codingdeleterious(0.03)possibly_damaging(0.775)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
OXCT1SNVMissense_Mutationnovelc.1560T>Gp.Asn520Lysp.N520KP55809protein_codingtolerated_low_confidence(0.06)benign(0.006)TCGA-OL-A5RY-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
OXCT1deletionFrame_Shift_Delnovelc.1139delNp.Phe380SerfsTer9p.F380Sfs*9P55809protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
OXCT1SNVMissense_Mutationnovelc.1490A>Gp.Asp497Glyp.D497GP55809protein_codingdeleterious(0)possibly_damaging(0.866)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
OXCT1SNVMissense_Mutationnovelc.94T>Cp.Phe32Leup.F32LP55809protein_codingtolerated(0.13)benign(0.012)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
OXCT1SNVMissense_Mutationrs766119402c.854N>Ap.Arg285Glnp.R285QP55809protein_codingtolerated(0.21)benign(0.003)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
OXCT1SNVMissense_Mutationc.1254G>Cp.Lys418Asnp.K418NP55809protein_codingdeleterious(0)probably_damaging(0.977)TCGA-AA-3955-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapycapecitabineCR
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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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