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: OXA1L

Gene summary for OXA1L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

OXA1L

Gene ID

5018

Gene nameOXA1L mitochondrial inner membrane protein
Gene AliasOXA1
Cytomap14q11.2
Gene Typeprotein-coding
GO ID

GO:0006091

UniProtAcc

J3KNA0


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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
5018OXA1LHTA11_3410_2000001011HumanColorectumAD3.34e-124.04e-010.0155
5018OXA1LHTA11_2487_2000001011HumanColorectumSER2.58e-023.20e-01-0.1808
5018OXA1LHTA11_1938_2000001011HumanColorectumAD1.97e-023.82e-01-0.0811
5018OXA1LHTA11_78_2000001011HumanColorectumAD8.51e-063.92e-01-0.1088
5018OXA1LHTA11_347_2000001011HumanColorectumAD4.36e-195.99e-01-0.1954
5018OXA1LHTA11_3361_2000001011HumanColorectumAD1.84e-033.85e-01-0.1207
5018OXA1LHTA11_83_2000001011HumanColorectumSER4.16e-085.41e-01-0.1526
5018OXA1LHTA11_696_2000001011HumanColorectumAD2.06e-123.94e-01-0.1464
5018OXA1LHTA11_866_2000001011HumanColorectumAD1.18e-053.21e-01-0.1001
5018OXA1LHTA11_1391_2000001011HumanColorectumAD5.00e-177.49e-01-0.059
5018OXA1LHTA11_5216_2000001011HumanColorectumSER1.05e-057.01e-01-0.1462
5018OXA1LHTA11_546_2000001011HumanColorectumAD1.10e-033.95e-01-0.0842
5018OXA1LHTA11_7862_2000001011HumanColorectumAD1.71e-045.05e-01-0.0179
5018OXA1LHTA11_866_3004761011HumanColorectumAD3.88e-186.29e-010.096
5018OXA1LHTA11_4255_2000001011HumanColorectumSER2.70e-036.22e-010.0446
5018OXA1LHTA11_8622_2000001021HumanColorectumSER1.03e-046.55e-010.0528
5018OXA1LHTA11_7663_2000001011HumanColorectumSER1.99e-066.81e-010.0131
5018OXA1LHTA11_6801_2000001011HumanColorectumSER2.19e-088.08e-010.0171
5018OXA1LHTA11_10711_2000001011HumanColorectumAD1.53e-053.57e-010.0338
5018OXA1LHTA11_7696_3000711011HumanColorectumAD4.87e-195.37e-010.0674
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:00070063ColorectumMSI-Hmitochondrial membrane organization18/1319116/187231.24e-032.00e-0218
GO:00901503ColorectumMSI-Hestablishment of protein localization to membrane32/1319260/187231.47e-032.23e-0232
GO:00901513ColorectumMSI-Hestablishment of protein localization to mitochondrial membrane7/131930/187234.10e-034.67e-027
GO:000906020EsophagusHGINaerobic respiration81/2587189/187231.07e-229.26e-2081
GO:000609120EsophagusHGINgeneration of precursor metabolites and energy145/2587490/187233.41e-202.04e-17145
GO:004533320EsophagusHGINcellular respiration86/2587230/187232.41e-191.20e-1686
GO:001598020EsophagusHGINenergy derivation by oxidation of organic compounds105/2587318/187231.16e-184.99e-16105
GO:003310820EsophagusHGINmitochondrial respiratory chain complex assembly47/258793/187233.15e-178.60e-1547
GO:007259420EsophagusHGINestablishment of protein localization to organelle120/2587422/187231.73e-154.00e-13120
GO:001025720EsophagusHGINNADH dehydrogenase complex assembly31/258757/187235.89e-138.62e-1131
GO:003298120EsophagusHGINmitochondrial respiratory chain complex I assembly31/258757/187235.89e-138.62e-1131
GO:000683920EsophagusHGINmitochondrial transport74/2587254/187231.32e-101.32e-0874
GO:007058520EsophagusHGINprotein localization to mitochondrion43/2587125/187234.43e-093.03e-0743
GO:007265520EsophagusHGINestablishment of protein localization to mitochondrion41/2587120/187231.26e-087.96e-0741
GO:009015020EsophagusHGINestablishment of protein localization to membrane67/2587260/187231.96e-079.57e-0667
GO:00170044EsophagusHGINcytochrome complex assembly18/258736/187232.39e-071.14e-0518
GO:000700618EsophagusHGINmitochondrial membrane organization37/2587116/187234.61e-072.07e-0537
GO:00336173EsophagusHGINmitochondrial cytochrome c oxidase assembly13/258722/187239.51e-073.80e-0513
GO:00085353EsophagusHGINrespiratory chain complex IV assembly14/258726/187231.68e-066.29e-0514
GO:00512057EsophagusHGINprotein insertion into membrane21/258757/187231.16e-053.29e-0421
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa03060ColorectumADProtein export14/209223/84652.43e-041.90e-031.21e-0314
hsa030601ColorectumADProtein export14/209223/84652.43e-041.90e-031.21e-0314
hsa030602ColorectumMSSProtein export15/187523/84651.13e-051.26e-047.71e-0515
hsa030603ColorectumMSSProtein export15/187523/84651.13e-051.26e-047.71e-0515
hsa030604ColorectumMSI-HProtein export11/79723/84652.26e-063.65e-053.06e-0511
hsa030605ColorectumMSI-HProtein export11/79723/84652.26e-063.65e-053.06e-0511
hsa0306020EsophagusHGINProtein export13/138323/84651.27e-051.80e-041.43e-0413
hsa03060110EsophagusHGINProtein export13/138323/84651.27e-051.80e-041.43e-0413
hsa0306026EsophagusESCCProtein export22/420523/84652.43e-061.43e-057.32e-0622
hsa0306036EsophagusESCCProtein export22/420523/84652.43e-061.43e-057.32e-0622
hsa030608LiverCirrhoticProtein export20/253023/84652.00e-083.51e-072.17e-0720
hsa0306011LiverCirrhoticProtein export20/253023/84652.00e-083.51e-072.17e-0720
hsa0306021LiverHCCProtein export21/402023/84651.20e-058.53e-054.74e-0521
hsa0306031LiverHCCProtein export21/402023/84651.20e-058.53e-054.74e-0521
hsa0306018Oral cavityOSCCProtein export21/370423/84652.42e-061.27e-056.45e-0621
hsa0306019Oral cavityOSCCProtein export21/370423/84652.42e-061.27e-056.45e-0621
hsa0306025Oral cavityLPProtein export21/241823/84654.72e-108.28e-095.34e-0921
hsa0306035Oral cavityLPProtein export21/241823/84654.72e-108.28e-095.34e-0921
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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
OXA1LinsertionIn_Frame_Insnovelc.614_615insCTTTTACACGCTCAGGTCCACAGCGTCGCAGGGCCCTCGCAAp.Ala205_Ala206insPheTyrThrLeuArgSerThrAlaSerGlnGlyProArgAsnp.A205_A206insFYTLRSTASQGPRNprotein_codingTCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
OXA1LinsertionFrame_Shift_Insnovelc.560_561insGCAAGTCCTCTTCCGGGCAAAATGGCGATGGGACp.Asn187LysfsTer20p.N187Kfs*20protein_codingTCGA-AN-A04A-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
OXA1LSNVMissense_Mutationnovelc.350N>Tp.Ala117Valp.A117Vprotein_codingtolerated(0.22)benign(0.024)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
OXA1LSNVMissense_Mutationc.46N>Tp.Ala16Serp.A16Sprotein_codingtolerated_low_confidence(0.05)benign(0.274)TCGA-EX-A69L-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
OXA1LSNVMissense_Mutationc.56G>Cp.Arg19Prop.R19Pprotein_codingtolerated_low_confidence(0.18)benign(0)TCGA-LP-A4AW-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
OXA1LSNVMissense_Mutationc.46G>Tp.Ala16Serp.A16Sprotein_codingtolerated_low_confidence(0.05)benign(0.274)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
OXA1LSNVMissense_Mutationrs754585288c.1474G>Ap.Asp492Asnp.D492Nprotein_codingdeleterious_low_confidence(0.02)probably_damaging(0.999)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
OXA1LSNVMissense_Mutationc.1046N>Gp.Asp349Glyp.D349Gprotein_codingtolerated(0.11)possibly_damaging(0.879)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
OXA1LSNVMissense_Mutationrs779321199c.1081C>Tp.Pro361Serp.P361Sprotein_codingdeleterious(0.04)probably_damaging(0.944)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
OXA1LSNVMissense_Mutationnovelc.728N>Ap.Ile243Asnp.I243Nprotein_codingdeleterious(0)possibly_damaging(0.782)TCGA-G4-6586-01Colorectumcolon 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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