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: CBX8

Gene summary for CBX8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CBX8

Gene ID

57332

Gene namechromobox 8
Gene AliasPC3
Cytomap17q25.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q9HC52


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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
57332CBX8LZE22THumanEsophagusESCC1.26e-022.69e-010.068
57332CBX8LZE24THumanEsophagusESCC6.80e-092.74e-010.0596
57332CBX8P2T-EHumanEsophagusESCC6.43e-242.78e-010.1177
57332CBX8P4T-EHumanEsophagusESCC2.45e-092.49e-010.1323
57332CBX8P5T-EHumanEsophagusESCC1.50e-044.81e-020.1327
57332CBX8P8T-EHumanEsophagusESCC2.65e-068.09e-020.0889
57332CBX8P9T-EHumanEsophagusESCC1.67e-041.84e-010.1131
57332CBX8P10T-EHumanEsophagusESCC9.47e-061.09e-010.116
57332CBX8P11T-EHumanEsophagusESCC1.64e-042.54e-010.1426
57332CBX8P12T-EHumanEsophagusESCC3.19e-111.55e-010.1122
57332CBX8P15T-EHumanEsophagusESCC6.00e-041.46e-010.1149
57332CBX8P16T-EHumanEsophagusESCC4.30e-102.14e-010.1153
57332CBX8P20T-EHumanEsophagusESCC9.09e-224.57e-010.1124
57332CBX8P21T-EHumanEsophagusESCC2.02e-061.22e-010.1617
57332CBX8P22T-EHumanEsophagusESCC4.78e-132.42e-010.1236
57332CBX8P24T-EHumanEsophagusESCC5.55e-117.04e-020.1287
57332CBX8P26T-EHumanEsophagusESCC2.17e-224.24e-010.1276
57332CBX8P27T-EHumanEsophagusESCC7.90e-037.40e-020.1055
57332CBX8P28T-EHumanEsophagusESCC1.41e-102.34e-010.1149
57332CBX8P31T-EHumanEsophagusESCC2.75e-122.34e-010.1251
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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
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.

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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
GO:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:0006979111EsophagusESCCresponse to oxidative stress303/8552446/187237.15e-221.30e-19303
GO:0062197111EsophagusESCCcellular response to chemical stress234/8552337/187235.37e-195.97e-17234
GO:0034599111EsophagusESCCcellular response to oxidative stress197/8552288/187233.76e-152.15e-13197
GO:005105215EsophagusESCCregulation of DNA metabolic process232/8552359/187232.40e-131.13e-11232
GO:005105417EsophagusESCCpositive regulation of DNA metabolic process139/8552201/187231.20e-114.33e-10139
GO:0000302111EsophagusESCCresponse to reactive oxygen species150/8552222/187233.06e-111.02e-09150
GO:2001020110EsophagusESCCregulation of response to DNA damage stimulus145/8552219/187235.97e-101.50e-08145
GO:0042542111EsophagusESCCresponse to hydrogen peroxide102/8552146/187232.64e-095.81e-08102
GO:001657414EsophagusESCChistone ubiquitination40/855247/187232.40e-084.55e-0740
GO:003461420EsophagusESCCcellular response to reactive oxygen species103/8552155/187231.34e-072.17e-06103
GO:00703018EsophagusESCCcellular response to hydrogen peroxide68/855298/187231.70e-062.03e-0568
GO:20010228EsophagusESCCpositive regulation of response to DNA damage stimulus69/8552105/187232.66e-052.22e-0469
GO:00062826EsophagusESCCregulation of DNA repair82/8552130/187234.65e-053.66e-0482
GO:00457395EsophagusESCCpositive regulation of DNA repair49/855273/187231.74e-041.14e-0349
GO:00329631EsophagusESCCcollagen metabolic process62/8552104/187232.90e-031.22e-0262
GO:000697922LiverHCCresponse to oxidative stress281/7958446/187239.75e-191.24e-16281
GO:001657021LiverHCChistone modification283/7958463/187232.68e-162.33e-14283
GO:006219722LiverHCCcellular response to chemical stress216/7958337/187236.86e-165.44e-14216
GO:003459922LiverHCCcellular response to oxidative stress183/7958288/187233.65e-131.93e-11183
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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
CBX8SNVMissense_Mutationnovelc.248C>Tp.Ala83Valp.A83VQ9HC52protein_codingdeleterious(0)benign(0.228)TCGA-A8-A07G-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
CBX8SNVMissense_Mutationnovelc.1161N>Tp.Glu387Aspp.E387DQ9HC52protein_codingtolerated(0.24)possibly_damaging(0.675)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CBX8SNVMissense_Mutationnovelc.944N>Ap.Ser315Asnp.S315NQ9HC52protein_codingtolerated(0.45)benign(0.007)TCGA-BH-A0DH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
CBX8SNVMissense_Mutationc.1155N>Ap.Phe385Leup.F385LQ9HC52protein_codingdeleterious(0)probably_damaging(0.985)TCGA-C8-A12M-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CBX8SNVMissense_Mutationc.146N>Cp.Leu49Prop.L49PQ9HC52protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CBX8SNVMissense_Mutationc.986N>Ap.Gly329Glup.G329EQ9HC52protein_codingtolerated(0.18)probably_damaging(0.998)TCGA-E2-A15H-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyherceptinSD
CBX8SNVMissense_Mutationc.647N>Ap.Gly216Aspp.G216DQ9HC52protein_codingtolerated(0.42)possibly_damaging(0.69)TCGA-E2-A15H-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyherceptinSD
CBX8SNVMissense_Mutationnovelc.802T>Cp.Ser268Prop.S268PQ9HC52protein_codingtolerated(0.38)benign(0)TCGA-A6-2678-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapy5-fluorouracilSD
CBX8SNVMissense_Mutationc.214N>Tp.Arg72Cysp.R72CQ9HC52protein_codingdeleterious(0)probably_damaging(0.994)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CBX8SNVMissense_Mutationc.215N>Ap.Arg72Hisp.R72HQ9HC52protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
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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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