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: OCEL1

Gene summary for OCEL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

OCEL1

Gene ID

79629

Gene nameoccludin/ELL domain containing 1
Gene AliasFWP009
Cytomap19p13.11
Gene Typeprotein-coding
GO ID

NA

UniProtAcc

Q9H607


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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
79629OCEL1HTA11_2487_2000001011HumanColorectumSER6.88e-052.77e-01-0.1808
79629OCEL1HTA11_347_2000001011HumanColorectumAD6.05e-062.55e-01-0.1954
79629OCEL1HTA11_411_2000001011HumanColorectumSER4.19e-046.08e-01-0.2602
79629OCEL1HTA11_3361_2000001011HumanColorectumAD1.29e-032.96e-01-0.1207
79629OCEL1HTA11_696_2000001011HumanColorectumAD4.01e-042.16e-01-0.1464
79629OCEL1HTA11_1391_2000001011HumanColorectumAD7.53e-052.69e-01-0.059
79629OCEL1HTA11_5212_2000001011HumanColorectumAD2.12e-043.79e-01-0.2061
79629OCEL1LZE4THumanEsophagusESCC1.37e-031.72e-010.0811
79629OCEL1LZE7THumanEsophagusESCC3.41e-021.18e-010.0667
79629OCEL1LZE20THumanEsophagusESCC6.46e-031.13e-010.0662
79629OCEL1LZE24THumanEsophagusESCC2.45e-125.10e-010.0596
79629OCEL1LZE21THumanEsophagusESCC5.59e-031.66e-010.0655
79629OCEL1LZE6THumanEsophagusESCC7.10e-042.26e-010.0845
79629OCEL1P1T-EHumanEsophagusESCC1.78e-113.91e-010.0875
79629OCEL1P2T-EHumanEsophagusESCC2.81e-076.24e-020.1177
79629OCEL1P4T-EHumanEsophagusESCC1.41e-092.39e-010.1323
79629OCEL1P5T-EHumanEsophagusESCC4.44e-202.99e-010.1327
79629OCEL1P8T-EHumanEsophagusESCC1.03e-245.20e-010.0889
79629OCEL1P9T-EHumanEsophagusESCC8.67e-069.52e-020.1131
79629OCEL1P10T-EHumanEsophagusESCC6.28e-121.65e-010.116
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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
∗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
OCEL1SNVMissense_Mutationrs201983831c.29N>Tp.Pro10Leup.P10LQ9H607protein_codingtolerated_low_confidence(0.44)benign(0)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
OCEL1insertionIn_Frame_Insnovelc.654_655insCACp.Glu218_Phe219insHisp.E218_F219insHQ9H607protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
OCEL1deletionFrame_Shift_Delnovelc.358delNp.Leu120CysfsTer37p.L120Cfs*37Q9H607protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
OCEL1SNVMissense_Mutationnovelc.387G>Tp.Lys129Asnp.K129NQ9H607protein_codingdeleterious(0.03)benign(0.154)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
OCEL1SNVMissense_Mutationc.756C>Ap.Phe252Leup.F252LQ9H607protein_codingdeleterious(0)possibly_damaging(0.892)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
OCEL1SNVMissense_Mutationc.451N>Tp.Leu151Phep.L151FQ9H607protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-EI-6882-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
OCEL1insertionFrame_Shift_Insnovelc.572_573insCAp.Arg191SerfsTer8p.R191Sfs*8Q9H607protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
OCEL1insertionIn_Frame_Insnovelc.573_574insGGCCTCp.Arg191_Gln192insGlyLeup.R191_Q192insGLQ9H607protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
OCEL1deletionFrame_Shift_Delc.284delNp.Arg97AlafsTer60p.R97Afs*60Q9H607protein_codingTCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
OCEL1SNVMissense_Mutationc.528N>Ap.Phe176Leup.F176LQ9H607protein_codingtolerated(0.28)benign(0.003)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid 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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