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: OXLD1

Gene summary for OXLD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

OXLD1

Gene ID

339229

Gene nameoxidoreductase like domain containing 1
Gene AliasC17orf90
Cytomap17q25.3
Gene Typeprotein-coding
GO ID

NA

UniProtAcc

Q5BKU9


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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
339229OXLD1P57T-EHumanEsophagusESCC4.55e-265.51e-010.0926
339229OXLD1P61T-EHumanEsophagusESCC3.17e-387.27e-010.099
339229OXLD1P62T-EHumanEsophagusESCC9.18e-659.46e-010.1302
339229OXLD1P65T-EHumanEsophagusESCC1.89e-325.99e-010.0978
339229OXLD1P74T-EHumanEsophagusESCC7.95e-419.39e-010.1479
339229OXLD1P75T-EHumanEsophagusESCC8.51e-631.06e+000.1125
339229OXLD1P76T-EHumanEsophagusESCC1.19e-305.88e-010.1207
339229OXLD1P79T-EHumanEsophagusESCC5.53e-336.40e-010.1154
339229OXLD1P80T-EHumanEsophagusESCC1.11e-401.06e+000.155
339229OXLD1P82T-EHumanEsophagusESCC3.38e-159.00e-010.1072
339229OXLD1P83T-EHumanEsophagusESCC3.50e-601.64e+000.1738
339229OXLD1P84T-EHumanEsophagusESCC5.21e-073.10e-010.0933
339229OXLD1P89T-EHumanEsophagusESCC4.67e-221.40e+000.1752
339229OXLD1P91T-EHumanEsophagusESCC5.30e-181.70e+000.1828
339229OXLD1P104T-EHumanEsophagusESCC3.20e-053.43e-010.0931
339229OXLD1P107T-EHumanEsophagusESCC2.99e-368.81e-010.171
339229OXLD1P126T-EHumanEsophagusESCC1.83e-022.32e-010.1125
339229OXLD1P127T-EHumanEsophagusESCC2.13e-202.49e-010.0826
339229OXLD1P128T-EHumanEsophagusESCC5.19e-351.04e+000.1241
339229OXLD1P130T-EHumanEsophagusESCC3.29e-337.17e-010.1676
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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
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
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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
OXLD1SNVMissense_Mutationnovelc.236N>Tp.Ser79Leup.S79LQ5BKU9protein_codingdeleterious(0.01)possibly_damaging(0.516)TCGA-C5-A8YQ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
OXLD1SNVMissense_Mutationrs573397609c.437G>Ap.Gly146Glup.G146EQ5BKU9protein_codingdeleterious(0)benign(0.006)TCGA-IR-A3LI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
OXLD1SNVMissense_Mutationnovelc.154G>Cp.Asp52Hisp.D52HQ5BKU9protein_codingdeleterious(0.04)benign(0.005)TCGA-VS-A8QM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
OXLD1SNVMissense_Mutationc.358G>Tp.Ala120Serp.A120SQ5BKU9protein_codingtolerated(0.07)probably_damaging(0.991)TCGA-CK-5913-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
OXLD1SNVMissense_Mutationnovelc.410N>Cp.Met137Thrp.M137TQ5BKU9protein_codingtolerated(0.08)benign(0.01)TCGA-AX-A2HJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
OXLD1SNVMissense_Mutationnovelc.292N>Cp.Cys98Argp.C98RQ5BKU9protein_codingdeleterious(0)probably_damaging(0.994)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
OXLD1SNVMissense_Mutationrs755309317c.257N>Tp.Pro86Leup.P86LQ5BKU9protein_codingtolerated(0.11)benign(0.224)TCGA-D1-A167-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
OXLD1SNVMissense_Mutationrs772084477c.209N>Tp.Ala70Valp.A70VQ5BKU9protein_codingtolerated(0.11)benign(0.003)TCGA-SL-A6JA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
OXLD1SNVMissense_Mutationnovelc.247N>Ap.Glu83Lysp.E83KQ5BKU9protein_codingtolerated(0.34)benign(0.046)TCGA-85-A4JB-01Lunglung squamous cell carcinomaMale>=65I/IIChemotherapyunknownCR
OXLD1SNVMissense_Mutationnovelc.172G>Tp.Gly58Trpp.G58WQ5BKU9protein_codingdeleterious(0.04)probably_damaging(0.979)TCGA-CV-7238-01Oral cavityhead & neck squamous cell 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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