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: CYGB

Gene summary for CYGB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CYGB

Gene ID

114757

Gene namecytoglobin
Gene AliasHGB
Cytomap17q25.1
Gene Typeprotein-coding
GO ID

GO:0001666

UniProtAcc

A0A1K0FUB6


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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
114757CYGBC04HumanOral cavityOSCC4.41e-021.83e-010.2633
114757CYGBC21HumanOral cavityOSCC4.30e-136.83e-010.2678
114757CYGBC30HumanOral cavityOSCC4.51e-045.07e-010.3055
114757CYGBC38HumanOral cavityOSCC7.72e-034.62e-010.172
114757CYGBC51HumanOral cavityOSCC1.29e-052.52e-010.2674
114757CYGBC08HumanOral cavityOSCC1.03e-072.41e-010.1919
114757CYGBLN46HumanOral cavityOSCC6.46e-038.95e-020.1666
114757CYGBATC12HumanThyroidATC1.13e-112.85e-010.34
114757CYGBATC13HumanThyroidATC4.54e-531.24e+000.34
114757CYGBATC4HumanThyroidATC1.06e-143.81e-010.34
114757CYGBATC5HumanThyroidATC5.98e-581.30e+000.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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.

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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:000166731ThyroidATCameboidal-type cell migration228/6293475/187233.72e-111.22e-09228
GO:001076116ThyroidATCfibroblast migration32/629347/187231.42e-061.77e-0532
GO:000963634ThyroidATCresponse to toxic substance119/6293262/187234.30e-053.48e-04119
GO:199074833ThyroidATCcellular detoxification58/6293116/187231.88e-041.26e-0358
GO:001076211ThyroidATCregulation of fibroblast migration23/629336/187231.94e-041.30e-0323
GO:009723733ThyroidATCcellular response to toxic substance61/6293124/187232.31e-041.49e-0361
GO:009886932ThyroidATCcellular oxidant detoxification51/6293101/187233.29e-042.05e-0351
GO:00329633ThyroidATCcollagen metabolic process52/6293104/187233.94e-042.38e-0352
GO:004001316ThyroidATCnegative regulation of locomotion160/6293391/187231.36e-037.07e-03160
GO:003033616ThyroidATCnegative regulation of cell migration142/6293344/187231.64e-038.22e-03142
GO:005127117ThyroidATCnegative regulation of cellular component movement150/6293367/187231.99e-039.54e-03150
GO:200014617ThyroidATCnegative regulation of cell motility147/6293359/187232.01e-039.60e-03147
GO:00329641ThyroidATCcollagen biosynthetic process27/629351/187233.41e-031.52e-0227
GO:009875433ThyroidATCdetoxification66/6293152/187237.23e-032.85e-0266
GO:00107121ThyroidATCregulation of collagen metabolic process24/629347/187239.99e-033.64e-0224
GO:00193959ThyroidATCfatty acid oxidation46/6293103/187231.26e-024.42e-0246
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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
CYGBSNVMissense_Mutationnovelc.69N>Cp.Glu23Aspp.E23DQ8WWM9protein_codingtolerated(0.41)benign(0.204)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
CYGBdeletionFrame_Shift_Delnovelc.460delNp.Leu154CysfsTer9p.L154Cfs*9Q8WWM9protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CYGBSNVMissense_Mutationnovelc.244N>Ap.Ala82Thrp.A82TQ8WWM9protein_codingdeleterious(0)possibly_damaging(0.764)TCGA-EA-A5ZE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
CYGBSNVMissense_Mutationnovelc.58N>Gp.Ser20Alap.S20AQ8WWM9protein_codingdeleterious(0.03)benign(0.007)TCGA-ZJ-AB0H-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
CYGBinsertionFrame_Shift_Insnovelc.28_29insGGGGp.Ile10ArgfsTer90p.I10Rfs*90Q8WWM9protein_codingTCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
CYGBSNVMissense_Mutationc.463N>Tp.Arg155Cysp.R155CQ8WWM9protein_codingtolerated(0.07)benign(0.003)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CYGBSNVMissense_Mutationnovelc.563N>Tp.Ser188Leup.S188LQ8WWM9protein_codingdeleterious_low_confidence(0.01)benign(0.116)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
CYGBSNVMissense_Mutationrs369705030c.277G>Ap.Val93Metp.V93MQ8WWM9protein_codingdeleterious(0)probably_damaging(0.944)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CYGBSNVMissense_Mutationc.34C>Tp.Arg12Cysp.R12CQ8WWM9protein_codingdeleterious(0.02)possibly_damaging(0.66)TCGA-CK-5913-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CYGBSNVMissense_Mutationc.143G>Tp.Arg48Metp.R48MQ8WWM9protein_codingdeleterious(0.01)probably_damaging(0.921)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=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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