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: CLN5

Gene summary for CLN5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CLN5

Gene ID

1203

Gene nameCLN5 intracellular trafficking protein
Gene AliasCLN5
Cytomap13q22.3
Gene Typeprotein-coding
GO ID

GO:0006465

UniProtAcc

A0A024R644


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
1203CLN5LZE4THumanEsophagusESCC1.16e-071.30e-010.0811
1203CLN5LZE5THumanEsophagusESCC2.67e-022.73e-010.0514
1203CLN5LZE7THumanEsophagusESCC3.10e-032.03e-010.0667
1203CLN5LZE8THumanEsophagusESCC1.95e-051.15e-010.067
1203CLN5LZE20THumanEsophagusESCC4.34e-071.34e-010.0662
1203CLN5LZE24THumanEsophagusESCC6.50e-082.03e-010.0596
1203CLN5P1T-EHumanEsophagusESCC2.06e-042.32e-010.0875
1203CLN5P2T-EHumanEsophagusESCC7.60e-182.42e-010.1177
1203CLN5P4T-EHumanEsophagusESCC1.08e-193.46e-010.1323
1203CLN5P5T-EHumanEsophagusESCC6.89e-069.61e-020.1327
1203CLN5P8T-EHumanEsophagusESCC2.17e-244.96e-010.0889
1203CLN5P9T-EHumanEsophagusESCC1.20e-194.74e-010.1131
1203CLN5P10T-EHumanEsophagusESCC7.48e-355.83e-010.116
1203CLN5P11T-EHumanEsophagusESCC2.95e-187.44e-010.1426
1203CLN5P12T-EHumanEsophagusESCC5.92e-132.65e-010.1122
1203CLN5P15T-EHumanEsophagusESCC6.60e-092.37e-010.1149
1203CLN5P16T-EHumanEsophagusESCC3.39e-234.06e-010.1153
1203CLN5P19T-EHumanEsophagusESCC4.62e-116.34e-010.1662
1203CLN5P20T-EHumanEsophagusESCC3.97e-123.11e-010.1124
1203CLN5P21T-EHumanEsophagusESCC9.15e-182.49e-010.1617
Page: 1 2 3 4 5 

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
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
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:005160420ThyroidPTCprotein maturation132/5968294/187231.71e-062.39e-05132
GO:00421479ThyroidPTCretrograde transport, endosome to Golgi48/596891/187232.86e-052.78e-0448
GO:00070405ThyroidPTClysosome organization38/596874/187233.84e-042.58e-0338
GO:00801715ThyroidPTClytic vacuole organization38/596874/187233.84e-042.58e-0338
GO:000646519ThyroidPTCsignal peptide processing11/596814/187234.45e-042.95e-0311
GO:00164859ThyroidPTCprotein processing95/5968225/187236.60e-044.15e-0395
GO:1904424ThyroidPTCregulation of GTP binding11/596815/187231.19e-036.84e-0311
GO:00070355ThyroidPTCvacuolar acidification15/596824/187231.95e-031.05e-0215
GO:00700855ThyroidPTCglycosylation96/5968240/187234.57e-032.15e-0296
GO:005109834ThyroidATCregulation of binding203/6293363/187231.18e-181.55e-16203
GO:005109934ThyroidATCpositive regulation of binding103/6293173/187232.19e-129.05e-11103
GO:001619719ThyroidATCendosomal transport128/6293230/187234.44e-121.75e-10128
GO:000703322ThyroidATCvacuole organization100/6293180/187231.07e-092.71e-08100
GO:001648218ThyroidATCcytosolic transport93/6293168/187235.19e-091.15e-0793
GO:0051604110ThyroidATCprotein maturation136/6293294/187234.00e-064.42e-05136
GO:004214715ThyroidATCretrograde transport, endosome to Golgi49/629391/187235.48e-054.23e-0449
GO:001648515ThyroidATCprotein processing100/6293225/187234.39e-042.62e-03100
GO:000704012ThyroidATClysosome organization39/629374/187235.41e-043.13e-0339
GO:008017112ThyroidATClytic vacuole organization39/629374/187235.41e-043.13e-0339
GO:000646521ThyroidATCsignal peptide processing11/629314/187237.46e-044.14e-0311
Page: 1 2 3 4 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414222EsophagusESCCLysosome102/4205132/84655.11e-117.13e-103.65e-10102
hsa0414232EsophagusESCCLysosome102/4205132/84655.11e-117.13e-103.65e-10102
hsa041425Oral cavityOSCCLysosome87/3704132/84651.97e-071.35e-066.86e-0787
hsa0414212Oral cavityOSCCLysosome87/3704132/84651.97e-071.35e-066.86e-0787
Page: 1 

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
Page: 1 

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
CLN5SNVMissense_Mutationc.832N>Cp.Tyr278Hisp.Y278Hprotein_codingdeleterious(0.04)probably_damaging(0.97)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
CLN5SNVMissense_Mutationc.757G>Cp.Glu253Glnp.E253Qprotein_codingtolerated(0.15)probably_damaging(0.939)TCGA-LP-A5U2-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
CLN5SNVMissense_Mutationc.1126N>Gp.Phe376Valp.F376Vprotein_codingtolerated(0.23)possibly_damaging(0.511)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CLN5SNVMissense_Mutationnovelc.1081N>Gp.Phe361Valp.F361Vprotein_codingtolerated(0.16)possibly_damaging(0.591)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
CLN5SNVMissense_Mutationc.596G>Ap.Arg199Glnp.R199Qprotein_codingtolerated(0.12)probably_damaging(0.997)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CLN5SNVMissense_Mutationrs770688728c.1016G>Tp.Arg339Ilep.R339Iprotein_codingdeleterious(0.03)benign(0.419)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CLN5SNVMissense_Mutationc.322N>Tp.Arg108Cysp.R108Cprotein_codingdeleterious_low_confidence(0)probably_damaging(0.999)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CLN5SNVMissense_Mutationnovelc.1160T>Gp.Phe387Cysp.F387Cprotein_codingdeleterious(0.01)probably_damaging(0.976)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
CLN5SNVMissense_Mutationnovelc.758N>Tp.Glu253Valp.E253Vprotein_codingdeleterious(0.02)probably_damaging(0.974)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
CLN5SNVMissense_Mutationnovelc.448N>Ap.Val150Ilep.V150Iprotein_codingtolerated(0.13)benign(0.175)TCGA-AX-A1C5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnspecificCarboplatinSD
Page: 1 2 3 4 

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
Page: 1