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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: OCLN

Gene summary for OCLN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

OCLN

Gene ID

100506658

Gene nameoccludin
Gene AliasBLCPMG
Cytomap5q13.2
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

A8K3T2


Top

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
100506658OCLNHTA11_3410_2000001011HumanColorectumAD1.39e-14-5.77e-010.0155
100506658OCLNHTA11_2487_2000001011HumanColorectumSER2.22e-02-4.08e-01-0.1808
100506658OCLNHTA11_1938_2000001011HumanColorectumAD9.40e-03-4.28e-01-0.0811
100506658OCLNHTA11_3361_2000001011HumanColorectumAD1.78e-05-5.58e-01-0.1207
100506658OCLNHTA11_696_2000001011HumanColorectumAD2.59e-07-3.96e-01-0.1464
100506658OCLNHTA11_866_2000001011HumanColorectumAD6.82e-08-3.85e-01-0.1001
100506658OCLNHTA11_1391_2000001011HumanColorectumAD1.68e-02-4.12e-01-0.059
100506658OCLNHTA11_546_2000001011HumanColorectumAD2.22e-03-5.48e-01-0.0842
100506658OCLNHTA11_866_3004761011HumanColorectumAD5.77e-10-5.27e-010.096
100506658OCLNHTA11_10711_2000001011HumanColorectumAD1.62e-04-4.67e-010.0338
100506658OCLNHTA11_7696_3000711011HumanColorectumAD8.49e-19-5.49e-010.0674
100506658OCLNHTA11_6818_2000001021HumanColorectumAD6.49e-06-5.96e-010.0588
100506658OCLNHTA11_99999970781_79442HumanColorectumMSS2.17e-15-5.14e-010.294
100506658OCLNHTA11_99999974143_84620HumanColorectumMSS1.60e-11-4.83e-010.3005
100506658OCLNF007HumanColorectumFAP7.01e-03-2.93e-010.1176
100506658OCLNA002-C-010HumanColorectumFAP1.92e-06-2.84e-010.242
100506658OCLNA001-C-207HumanColorectumFAP2.02e-05-3.09e-010.1278
100506658OCLNA015-C-203HumanColorectumFAP2.15e-33-5.06e-01-0.1294
100506658OCLNA015-C-204HumanColorectumFAP1.60e-09-4.49e-01-0.0228
100506658OCLNA014-C-040HumanColorectumFAP8.52e-07-5.51e-01-0.1184
Page: 1 2 3 4 5 6 7 

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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:1902903ColorectumADregulation of supramolecular fiber organization139/3918383/187232.01e-123.19e-10139
GO:0032271ColorectumADregulation of protein polymerization94/3918233/187231.01e-111.29e-0994
GO:0051258ColorectumADprotein polymerization112/3918297/187231.85e-112.27e-09112
GO:0043254ColorectumADregulation of protein-containing complex assembly148/3918428/187232.64e-113.18e-09148
GO:1902905ColorectumADpositive regulation of supramolecular fiber organization85/3918209/187235.95e-116.33e-0985
GO:0051495ColorectumADpositive regulation of cytoskeleton organization89/3918226/187231.61e-101.56e-0889
GO:0032273ColorectumADpositive regulation of protein polymerization62/3918138/187231.94e-101.76e-0862
GO:0031334ColorectumADpositive regulation of protein-containing complex assembly91/3918237/187234.78e-103.99e-0891
GO:0045216ColorectumADcell-cell junction organization80/3918200/187235.57e-104.58e-0880
GO:0034329ColorectumADcell junction assembly136/3918420/187232.02e-081.15e-06136
GO:0007043ColorectumADcell-cell junction assembly57/3918146/187234.18e-071.61e-0557
GO:0042060ColorectumADwound healing128/3918422/187232.73e-067.89e-05128
GO:0043297ColorectumADapical junction assembly34/391878/187235.31e-061.37e-0434
GO:0010563ColorectumADnegative regulation of phosphorus metabolic process130/3918442/187231.26e-052.76e-04130
GO:0045936ColorectumADnegative regulation of phosphate metabolic process129/3918441/187231.81e-053.76e-04129
GO:1902743ColorectumADregulation of lamellipodium organization25/391854/187232.63e-055.01e-0425
GO:0120193ColorectumADtight junction organization33/391880/187232.93e-055.42e-0433
GO:0120192ColorectumADtight junction assembly31/391874/187233.53e-056.43e-0431
GO:1902745ColorectumADpositive regulation of lamellipodium organization19/391837/187234.08e-057.26e-0419
GO:0097581ColorectumADlamellipodium organization35/391890/187237.39e-051.18e-0335
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04530ColorectumADTight junction76/2092169/84655.49e-099.69e-086.18e-0876
hsa05130ColorectumADPathogenic Escherichia coli infection79/2092197/84651.05e-061.36e-058.65e-0679
hsa05160ColorectumADHepatitis C54/2092157/84653.87e-031.96e-021.25e-0254
hsa04670ColorectumADLeukocyte transendothelial migration41/2092114/84654.60e-032.20e-021.40e-0241
hsa045301ColorectumADTight junction76/2092169/84655.49e-099.69e-086.18e-0876
hsa051301ColorectumADPathogenic Escherichia coli infection79/2092197/84651.05e-061.36e-058.65e-0679
hsa051601ColorectumADHepatitis C54/2092157/84653.87e-031.96e-021.25e-0254
hsa046701ColorectumADLeukocyte transendothelial migration41/2092114/84654.60e-032.20e-021.40e-0241
hsa045302ColorectumSERTight junction59/1580169/84653.24e-075.98e-064.34e-0659
hsa051302ColorectumSERPathogenic Escherichia coli infection60/1580197/84653.63e-054.31e-043.13e-0460
hsa046702ColorectumSERLeukocyte transendothelial migration37/1580114/84652.77e-042.56e-031.86e-0337
hsa045303ColorectumSERTight junction59/1580169/84653.24e-075.98e-064.34e-0659
hsa051303ColorectumSERPathogenic Escherichia coli infection60/1580197/84653.63e-054.31e-043.13e-0460
hsa046703ColorectumSERLeukocyte transendothelial migration37/1580114/84652.77e-042.56e-031.86e-0337
hsa045304ColorectumMSSTight junction66/1875169/84654.10e-076.25e-063.83e-0666
hsa051304ColorectumMSSPathogenic Escherichia coli infection73/1875197/84651.10e-061.48e-059.06e-0673
hsa051602ColorectumMSSHepatitis C52/1875157/84659.29e-045.58e-033.42e-0352
hsa046704ColorectumMSSLeukocyte transendothelial migration36/1875114/84651.21e-024.02e-022.46e-0236
hsa045305ColorectumMSSTight junction66/1875169/84654.10e-076.25e-063.83e-0666
hsa051305ColorectumMSSPathogenic Escherichia coli infection73/1875197/84651.10e-061.48e-059.06e-0673
Page: 1 2 3 4 5 6 

Top

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
OCLNOCLNOCLN_OCLNOCLNCRCAD
OCLNOCLNOCLN_OCLNOCLNCRCADJ
OCLNOCLNOCLN_OCLNOCLNCRCCRC
OCLNOCLNOCLN_OCLNOCLNCRCFAP
OCLNOCLNOCLN_OCLNOCLNCRCHealthy
OCLNOCLNOCLN_OCLNOCLNCRCMSI-H
OCLNOCLNOCLN_OCLNOCLNEndometriumAEH
OCLNOCLNOCLN_OCLNOCLNEndometriumEEC
OCLNOCLNOCLN_OCLNOCLNGCADJ
OCLNOCLNOCLN_OCLNOCLNHNSCCADJ
OCLNOCLNOCLN_OCLNOCLNHNSCCOSCC
OCLNOCLNOCLN_OCLNOCLNHNSCCPrecancer
OCLNOCLNOCLN_OCLNOCLNLiverHCC
OCLNOCLNOCLN_OCLNOCLNLiverHealthy
OCLNOCLNOCLN_OCLNOCLNLiverPrecancer
OCLNOCLNOCLN_OCLNOCLNLungAAH
OCLNOCLNOCLN_OCLNOCLNLungIAC
OCLNOCLNOCLN_OCLNOCLNLungMIAC
OCLNOCLNOCLN_OCLNOCLNProstateBPH
OCLNOCLNOCLN_OCLNOCLNProstateHealthy
Page: 1 2 

Top

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.
Page: 1 

Top

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
OCLNSNVMissense_Mutationrs753783440c.1243N>Ap.Asp415Asnp.D415NQ16625protein_codingtolerated(0.12)benign(0.376)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
OCLNSNVMissense_Mutationc.8N>Gp.Ser3Cysp.S3CQ16625protein_codingdeleterious(0.01)possibly_damaging(0.499)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
OCLNSNVMissense_Mutationc.874N>Ap.Pro292Thrp.P292TQ16625protein_codingdeleterious(0.01)possibly_damaging(0.625)TCGA-E2-A14Z-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexPD
OCLNinsertionFrame_Shift_Insnovelc.581_582insGTGCp.Ile194MetfsTer83p.I194Mfs*83Q16625protein_codingTCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
OCLNinsertionIn_Frame_Insnovelc.582_583insCTTTCTTATACATTCTCATTTAATp.Ile194_Met195insLeuSerTyrThrPheSerPheAsnp.I194_M195insLSYTFSFNQ16625protein_codingTCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
OCLNSNVMissense_Mutationc.1239N>Tp.Glu413Aspp.E413DQ16625protein_codingtolerated(0.96)benign(0.007)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
OCLNSNVMissense_Mutationnovelc.125N>Tp.Pro42Leup.P42LQ16625protein_codingdeleterious(0.04)possibly_damaging(0.71)TCGA-AA-3855-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
OCLNSNVMissense_Mutationnovelc.250G>Ap.Ala84Thrp.A84TQ16625protein_codingdeleterious(0.01)benign(0.358)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
OCLNSNVMissense_Mutationnovelc.172T>Ap.Trp58Argp.W58RQ16625protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3930-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapycapecitabinePD
OCLNSNVMissense_Mutationc.880N>Ap.Val294Ilep.V294IQ16625protein_codingtolerated(0.05)possibly_damaging(0.695)TCGA-DY-A0XA-01Colorectumrectum adenocarcinomaFemale<65I/IIChemotherapymayoCR
Page: 1 2 3 4 5 6 

Top

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
100506658OCLNDRUGGABLE GENOME, TRANSPORTERRETINOIC ACID15500294
Page: 1