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: CCDC88B

Gene summary for CCDC88B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CCDC88B

Gene ID

283234

Gene namecoiled-coil domain containing 88B
Gene AliasBRLZ
Cytomap11q13.1
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

A6NC98


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
283234CCDC88BHTA11_78_2000001011HumanColorectumAD1.61e-03-3.84e-01-0.1088
283234CCDC88BHTA11_347_2000001011HumanColorectumAD1.78e-09-4.18e-01-0.1954
283234CCDC88BHTA11_99999974143_84620HumanColorectumMSS1.05e-04-3.71e-010.3005
283234CCDC88BA015-C-203HumanColorectumFAP2.06e-236.55e-01-0.1294
283234CCDC88BA015-C-204HumanColorectumFAP3.00e-107.46e-01-0.0228
283234CCDC88BA001-C-108HumanColorectumFAP3.33e-04-2.68e-01-0.0272
283234CCDC88BA002-C-205HumanColorectumFAP3.75e-053.09e-01-0.1236
283234CCDC88BA015-C-005HumanColorectumFAP2.72e-035.38e-01-0.0336
283234CCDC88BA015-C-006HumanColorectumFAP1.98e-033.74e-01-0.0994
283234CCDC88BA015-C-106HumanColorectumFAP2.17e-064.26e-01-0.0511
283234CCDC88BA002-C-114HumanColorectumFAP1.42e-106.22e-01-0.1561
283234CCDC88BA015-C-104HumanColorectumFAP1.75e-297.79e-01-0.1899
283234CCDC88BA015-C-002HumanColorectumFAP4.72e-179.32e-01-0.0763
283234CCDC88BA002-C-116HumanColorectumFAP7.56e-079.76e-02-0.0452
283234CCDC88BA018-E-020HumanColorectumFAP2.84e-028.58e-03-0.2034
283234CCDC88BF034HumanColorectumFAP1.89e-083.85e-01-0.0665
283234CCDC88BCRC-1-8810HumanColorectumCRC3.12e-10-3.88e-010.6257
283234CCDC88BCRC-3-11773HumanColorectumCRC1.01e-369.66e-010.2564
283234CCDC88BP4T-EHumanEsophagusESCC1.99e-072.18e-010.1323
283234CCDC88BP8T-EHumanEsophagusESCC6.50e-051.18e-010.0889
Page: 1 2 

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
∗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:0045785ColorectumADpositive regulation of cell adhesion122/3918437/187232.65e-043.28e-03122
GO:0030705ColorectumADcytoskeleton-dependent intracellular transport60/3918195/187237.56e-047.59e-0360
GO:00457852ColorectumMSSpositive regulation of cell adhesion110/3467437/187232.94e-043.87e-03110
GO:00307052ColorectumMSScytoskeleton-dependent intracellular transport52/3467195/187233.07e-032.34e-0252
GO:00457854ColorectumFAPpositive regulation of cell adhesion92/2622437/187233.09e-057.04e-0492
GO:00307053ColorectumFAPcytoskeleton-dependent intracellular transport47/2622195/187231.06e-041.76e-0347
GO:0031122ColorectumFAPcytoplasmic microtubule organization17/262256/187231.24e-031.16e-0217
GO:00307054ColorectumCRCcytoskeleton-dependent intracellular transport45/2078195/187231.29e-067.21e-0545
GO:00457855ColorectumCRCpositive regulation of cell adhesion81/2078437/187232.28e-061.10e-0481
GO:00311221ColorectumCRCcytoplasmic microtubule organization16/207856/187232.72e-044.37e-0316
GO:0022407ColorectumCRCregulation of cell-cell adhesion67/2078448/187236.86e-034.81e-0267
GO:003070518EsophagusESCCcytoskeleton-dependent intracellular transport133/8552195/187231.48e-104.27e-09133
GO:004578527EsophagusESCCpositive regulation of cell adhesion255/8552437/187235.07e-089.11e-07255
GO:002240720EsophagusESCCregulation of cell-cell adhesion239/8552448/187235.88e-043.19e-03239
GO:00311227EsophagusESCCcytoplasmic microtubule organization38/855256/187236.60e-043.50e-0338
GO:004211018EsophagusESCCT cell activation256/8552487/187231.18e-035.87e-03256
GO:002240919EsophagusESCCpositive regulation of cell-cell adhesion155/8552284/187231.50e-037.06e-03155
GO:000181916EsophagusESCCpositive regulation of cytokine production244/8552467/187232.29e-031.01e-02244
GO:005087015EsophagusESCCpositive regulation of T cell activation117/8552216/187237.23e-032.62e-02117
GO:190303916EsophagusESCCpositive regulation of leukocyte cell-cell adhesion128/8552239/187238.40e-032.96e-02128
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
CCDC88BSNVMissense_Mutationc.1750N>Ap.Glu584Lysp.E584KA6NC98protein_codingtolerated_low_confidence(0.06)benign(0.079)TCGA-BH-A18H-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
CCDC88BSNVMissense_Mutationrs557823274c.2678N>Ap.Arg893Hisp.R893HA6NC98protein_codingtolerated(1)benign(0.107)TCGA-E2-A2P5-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexPD
CCDC88BSNVMissense_Mutationnovelc.2420C>Tp.Ala807Valp.A807VA6NC98protein_codingtolerated(0.95)benign(0.383)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CCDC88BSNVMissense_Mutationc.2581N>Ap.Glu861Lysp.E861KA6NC98protein_codingdeleterious(0.01)probably_damaging(0.978)TCGA-EK-A2IP-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CCDC88BSNVMissense_Mutationc.2701N>Cp.Glu901Glnp.E901QA6NC98protein_codingdeleterious(0.04)benign(0.412)TCGA-EK-A2IP-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CCDC88BSNVMissense_Mutationnovelc.1079C>Gp.Ser360Trpp.S360WA6NC98protein_codingdeleterious(0)probably_damaging(1)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CCDC88BSNVMissense_Mutationrs746620915c.3259N>Tp.Arg1087Trpp.R1087WA6NC98protein_codingdeleterious(0)probably_damaging(0.998)TCGA-MY-A5BD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CCDC88BSNVMissense_Mutationrs747595586c.422G>Ap.Arg141Glnp.R141QA6NC98protein_codingtolerated(0.31)benign(0.075)TCGA-ZJ-A8QR-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CCDC88BSNVMissense_Mutationrs756702849c.3854G>Ap.Arg1285Hisp.R1285HA6NC98protein_codingdeleterious(0)probably_damaging(0.995)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
CCDC88BSNVMissense_Mutationc.1265N>Cp.Leu422Prop.L422PA6NC98protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 10 

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