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: CEP85L

Gene summary for CEP85L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CEP85L

Gene ID

387119

Gene namecentrosomal protein 85 like
Gene AliasC6orf204
Cytomap6q22.31
Gene Typeprotein-coding
GO ID

GO:0001764

UniProtAcc

Q3ZCQ5


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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
387119CEP85LHTA11_3410_2000001011HumanColorectumAD7.29e-101.22e-010.0155
387119CEP85LHTA11_2487_2000001011HumanColorectumSER3.19e-032.08e-01-0.1808
387119CEP85LHTA11_1938_2000001011HumanColorectumAD1.15e-092.67e-01-0.0811
387119CEP85LHTA11_347_2000001011HumanColorectumAD3.87e-049.01e-02-0.1954
387119CEP85LHTA11_411_2000001011HumanColorectumSER3.74e-033.26e-01-0.2602
387119CEP85LHTA11_2112_2000001011HumanColorectumSER8.61e-043.83e-01-0.2196
387119CEP85LHTA11_3361_2000001011HumanColorectumAD2.96e-062.57e-01-0.1207
387119CEP85LHTA11_83_2000001011HumanColorectumSER4.56e-041.76e-01-0.1526
387119CEP85LHTA11_696_2000001011HumanColorectumAD4.00e-214.38e-01-0.1464
387119CEP85LHTA11_1391_2000001011HumanColorectumAD7.29e-174.31e-01-0.059
387119CEP85LHTA11_2992_2000001011HumanColorectumSER2.84e-063.14e-01-0.1706
387119CEP85LHTA11_5212_2000001011HumanColorectumAD1.49e-021.73e-01-0.2061
387119CEP85LHTA11_5216_2000001011HumanColorectumSER3.17e-084.73e-01-0.1462
387119CEP85LHTA11_546_2000001011HumanColorectumAD4.57e-082.91e-01-0.0842
387119CEP85LHTA11_6818_2000001011HumanColorectumAD1.69e-022.14e-010.0112
387119CEP85LHTA11_6818_2000001021HumanColorectumAD6.86e-052.00e-010.0588
387119CEP85LHTA11_99999970781_79442HumanColorectumMSS1.30e-039.85e-020.294
387119CEP85LPTC04HumanThyroidPTC1.97e-026.04e-020.1927
387119CEP85LPTC06HumanThyroidPTC3.76e-031.53e-010.2057
387119CEP85LPTC07HumanThyroidPTC1.25e-051.07e-010.2044
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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
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
CEP85LSNVMissense_Mutationc.209N>Cp.Gly70Alap.G70AQ5SZL2protein_codingtolerated(0.1)probably_damaging(0.999)TCGA-A7-A13G-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexPD
CEP85LSNVMissense_Mutationc.227C>Gp.Ser76Cysp.S76CQ5SZL2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CEP85LSNVMissense_Mutationrs140573157c.889N>Ap.Val297Ilep.V297IQ5SZL2protein_codingtolerated(0.1)benign(0.071)TCGA-D8-A1Y1-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenPD
CEP85LinsertionIn_Frame_Insnovelc.242-1_242insCATCTCCATACTp.Asp81delinsAlaSerProTyrTyrp.D81delinsASPYYQ5SZL2protein_codingTCGA-B6-A0IE-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
CEP85LdeletionFrame_Shift_Delnovelc.2177delNp.Leu726CysfsTer4p.L726Cfs*4Q5SZL2protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CEP85LdeletionFrame_Shift_Delc.1515delNp.Glu506LysfsTer19p.E506Kfs*19Q5SZL2protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CEP85LSNVMissense_Mutationc.2422C>Gp.Gln808Glup.Q808EQ5SZL2protein_codingdeleterious(0)probably_damaging(0.987)TCGA-UC-A7PF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CEP85LSNVMissense_Mutationnovelc.1943N>Tp.Ser648Phep.S648FQ5SZL2protein_codingtolerated(0.68)benign(0.219)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CEP85LSNVMissense_Mutationc.350N>Gp.Leu117Argp.L117RQ5SZL2protein_codingtolerated(0.26)benign(0.033)TCGA-VS-A9V4-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
CEP85LSNVMissense_Mutationc.1655N>Gp.Glu552Glyp.E552GQ5SZL2protein_codingdeleterious(0)possibly_damaging(0.9)TCGA-AA-3492-01Colorectumcolon 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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