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: SGCB

Gene summary for SGCB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SGCB

Gene ID

6443

Gene namesarcoglycan beta
Gene AliasA3b
Cytomap4q12
Gene Typeprotein-coding
GO ID

GO:0001944

UniProtAcc

Q16585


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
6443SGCBLZE4THumanEsophagusESCC1.25e-071.61e-010.0811
6443SGCBLZE7THumanEsophagusESCC5.06e-075.35e-010.0667
6443SGCBLZE24THumanEsophagusESCC2.61e-077.43e-020.0596
6443SGCBP2T-EHumanEsophagusESCC9.76e-274.46e-010.1177
6443SGCBP4T-EHumanEsophagusESCC1.20e-245.30e-010.1323
6443SGCBP5T-EHumanEsophagusESCC6.39e-051.47e-010.1327
6443SGCBP8T-EHumanEsophagusESCC1.14e-113.16e-010.0889
6443SGCBP9T-EHumanEsophagusESCC2.19e-072.58e-010.1131
6443SGCBP10T-EHumanEsophagusESCC5.57e-213.52e-010.116
6443SGCBP11T-EHumanEsophagusESCC2.54e-238.19e-010.1426
6443SGCBP12T-EHumanEsophagusESCC6.80e-254.64e-010.1122
6443SGCBP15T-EHumanEsophagusESCC1.48e-123.34e-010.1149
6443SGCBP16T-EHumanEsophagusESCC9.61e-142.23e-010.1153
6443SGCBP17T-EHumanEsophagusESCC1.02e-063.84e-010.1278
6443SGCBP19T-EHumanEsophagusESCC3.41e-066.97e-010.1662
6443SGCBP20T-EHumanEsophagusESCC1.52e-021.18e-010.1124
6443SGCBP21T-EHumanEsophagusESCC4.38e-152.92e-010.1617
6443SGCBP22T-EHumanEsophagusESCC7.40e-305.64e-010.1236
6443SGCBP24T-EHumanEsophagusESCC6.34e-123.41e-010.1287
6443SGCBP26T-EHumanEsophagusESCC2.32e-214.13e-010.1276
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
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
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:006053716EsophagusESCCmuscle tissue development211/8552403/187233.84e-031.56e-02211
GO:00970841EsophagusESCCvascular associated smooth muscle cell development9/855210/187235.09e-031.92e-029
GO:00350512EsophagusESCCcardiocyte differentiation86/8552156/187231.09e-023.68e-0286
GO:001470615EsophagusESCCstriated muscle tissue development197/8552384/187231.46e-024.74e-02197
GO:00605378Oral cavityOSCCmuscle tissue development185/7305403/187232.60e-031.14e-02185
GO:00426927Oral cavityOSCCmuscle cell differentiation175/7305384/187234.79e-031.92e-02175
GO:00147067Oral cavityOSCCstriated muscle tissue development174/7305384/187236.45e-032.40e-02174
GO:0097084Oral cavityOSCCvascular associated smooth muscle cell development8/730510/187231.03e-023.53e-028
GO:006053719ThyroidPTCmuscle tissue development156/5968403/187231.98e-031.06e-02156
GO:001470617ThyroidPTCstriated muscle tissue development144/5968384/187231.05e-024.22e-02144
GO:006053724ThyroidATCmuscle tissue development181/6293403/187231.27e-061.62e-05181
GO:001470622ThyroidATCstriated muscle tissue development168/6293384/187231.91e-051.73e-04168
GO:004269216ThyroidATCmuscle cell differentiation165/6293384/187237.17e-055.46e-04165
GO:000751716ThyroidATCmuscle organ development139/6293327/187234.45e-042.64e-03139
GO:004873811ThyroidATCcardiac muscle tissue development103/6293236/187237.93e-044.37e-03103
GO:005114617ThyroidATCstriated muscle cell differentiation119/6293283/187231.74e-038.70e-03119
GO:005500112ThyroidATCmuscle cell development81/6293184/187232.02e-039.60e-0381
GO:003505111ThyroidATCcardiocyte differentiation70/6293156/187232.18e-031.02e-0270
GO:00970842ThyroidATCvascular associated smooth muscle cell development8/629310/187233.60e-031.58e-028
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0541630EsophagusESCCViral myocarditis41/420560/84652.59e-037.05e-033.61e-0341
hsa05416114EsophagusESCCViral myocarditis41/420560/84652.59e-037.05e-033.61e-0341
hsa0541614LiverCirrhoticViral myocarditis28/253060/84654.38e-031.68e-021.03e-0228
hsa0541615LiverCirrhoticViral myocarditis28/253060/84654.38e-031.68e-021.03e-0228
hsa0541629Oral cavityOSCCViral myocarditis39/370460/84657.13e-042.09e-031.07e-0339
hsa05416113Oral cavityOSCCViral myocarditis39/370460/84657.13e-042.09e-031.07e-0339
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
SGCBSNVMissense_Mutationnovelc.898G>Tp.Val300Leup.V300LQ16585protein_codingdeleterious(0.02)probably_damaging(0.989)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SGCBSNVMissense_Mutationc.82N>Ap.Glu28Lysp.E28KQ16585protein_codingtolerated(0.12)probably_damaging(0.971)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SGCBSNVMissense_Mutationc.128N>Tp.Gly43Valp.G43VQ16585protein_codingdeleterious(0)probably_damaging(0.998)TCGA-BH-A0HN-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SGCBSNVMissense_Mutationc.119T>Ap.Phe40Tyrp.F40YQ16585protein_codingdeleterious(0)probably_damaging(0.931)TCGA-BH-A1FH-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
SGCBdeletionFrame_Shift_Delnovelc.362delNp.Pro121LeufsTer7p.P121Lfs*7Q16585protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SGCBSNVMissense_Mutationnovelc.521G>Tp.Arg174Metp.R174MQ16585protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SGCBSNVMissense_Mutationnovelc.7G>Ap.Ala3Thrp.A3TQ16585protein_codingtolerated_low_confidence(0.92)possibly_damaging(0.483)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
SGCBSNVMissense_Mutationrs201439705c.392N>Ap.Arg131Glnp.R131QQ16585protein_codingtolerated(0.18)benign(0.207)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SGCBSNVMissense_Mutationrs555514820c.271N>Tp.Arg91Cysp.R91CQ16585protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SGCBSNVMissense_Mutationc.594G>Tp.Leu198Phep.L198FQ16585protein_codingtolerated(0.08)probably_damaging(0.998)TCGA-AA-3697-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 

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