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: SGTA

Gene summary for SGTA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SGTA

Gene ID

6449

Gene namesmall glutamine rich tetratricopeptide repeat co-chaperone alpha
Gene AliasSGT
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0006457

UniProtAcc

O43765


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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
6449SGTALZE4THumanEsophagusESCC1.21e-022.22e-020.0811
6449SGTALZE7THumanEsophagusESCC2.72e-081.74e-010.0667
6449SGTALZE8THumanEsophagusESCC1.13e-072.36e-010.067
6449SGTALZE20THumanEsophagusESCC2.30e-03-1.83e-020.0662
6449SGTALZE24THumanEsophagusESCC2.11e-133.79e-010.0596
6449SGTALZE6THumanEsophagusESCC6.15e-064.06e-010.0845
6449SGTAP1T-EHumanEsophagusESCC2.29e-022.05e-010.0875
6449SGTAP2T-EHumanEsophagusESCC7.46e-182.43e-010.1177
6449SGTAP4T-EHumanEsophagusESCC1.85e-194.25e-010.1323
6449SGTAP5T-EHumanEsophagusESCC1.38e-101.25e-010.1327
6449SGTAP8T-EHumanEsophagusESCC3.24e-141.49e-010.0889
6449SGTAP9T-EHumanEsophagusESCC4.39e-111.96e-010.1131
6449SGTAP10T-EHumanEsophagusESCC4.14e-204.47e-010.116
6449SGTAP11T-EHumanEsophagusESCC2.40e-176.17e-010.1426
6449SGTAP12T-EHumanEsophagusESCC1.27e-265.05e-010.1122
6449SGTAP15T-EHumanEsophagusESCC1.41e-182.83e-010.1149
6449SGTAP16T-EHumanEsophagusESCC5.53e-213.43e-010.1153
6449SGTAP17T-EHumanEsophagusESCC3.55e-114.00e-010.1278
6449SGTAP19T-EHumanEsophagusESCC4.22e-077.39e-010.1662
6449SGTAP20T-EHumanEsophagusESCC2.84e-194.06e-010.1124
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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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:19033324EsophagusESCCregulation of protein folding12/855212/187238.21e-056.01e-0412
GO:0045861111EsophagusESCCnegative regulation of proteolysis195/8552351/187231.13e-047.85e-04195
GO:1903051110EsophagusESCCnegative regulation of proteolysis involved in cellular protein catabolic process44/855264/187231.59e-041.05e-0344
GO:19042943EsophagusESCCpositive regulation of ERAD pathway13/855214/187233.02e-041.81e-0313
GO:000662019EsophagusESCCposttranslational protein targeting to endoplasmic reticulum membrane11/855212/187231.26e-036.06e-0311
GO:19017999EsophagusESCCnegative regulation of proteasomal protein catabolic process33/855249/187231.80e-038.26e-0333
GO:19042922EsophagusESCCregulation of ERAD pathway16/855220/187231.85e-038.40e-0316
GO:007259915EsophagusESCCestablishment of protein localization to endoplasmic reticulum31/855246/187232.42e-031.06e-0231
GO:004504715EsophagusESCCprotein targeting to ER28/855242/187234.90e-031.89e-0228
GO:001049822LiverHCCproteasomal protein catabolic process351/7958490/187236.92e-401.46e-36351
GO:004316122LiverHCCproteasome-mediated ubiquitin-dependent protein catabolic process299/7958412/187237.82e-368.27e-33299
GO:007259422LiverHCCestablishment of protein localization to organelle299/7958422/187231.06e-326.10e-30299
GO:000989622LiverHCCpositive regulation of catabolic process335/7958492/187233.83e-311.87e-28335
GO:003133122LiverHCCpositive regulation of cellular catabolic process295/7958427/187233.20e-291.45e-26295
GO:004217622LiverHCCregulation of protein catabolic process267/7958391/187232.45e-257.38e-23267
GO:003497612LiverHCCresponse to endoplasmic reticulum stress189/7958256/187231.43e-244.06e-22189
GO:000660512LiverHCCprotein targeting219/7958314/187237.74e-231.49e-20219
GO:000645712LiverHCCprotein folding160/7958212/187231.07e-221.88e-20160
GO:190336222LiverHCCregulation of cellular protein catabolic process182/7958255/187235.91e-218.52e-19182
GO:004573222LiverHCCpositive regulation of protein catabolic process163/7958231/187234.00e-184.69e-16163
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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
SGTAinsertionFrame_Shift_Insnovelc.752_753insCAGCCGTGTGGCGGATCGTGTGGCTTCCAAAGCCp.Gly253ArgfsTer133p.G253Rfs*133O43765protein_codingTCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SGTASNVMissense_Mutationc.384N>Gp.Phe128Leup.F128LO43765protein_codingdeleterious(0.01)possibly_damaging(0.496)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SGTASNVMissense_Mutationc.575N>Gp.Asn192Serp.N192SO43765protein_codingdeleterious(0)probably_damaging(0.986)TCGA-Q1-A73S-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
SGTASNVMissense_Mutationc.704N>Tp.Ser235Leup.S235LO43765protein_codingdeleterious(0.02)benign(0.009)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SGTASNVMissense_Mutationc.628N>Ap.Pro210Thrp.P210TO43765protein_codingtolerated(0.15)benign(0.015)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SGTASNVMissense_Mutationc.235N>Ap.Ala79Thrp.A79TO43765protein_codingtolerated(0.46)benign(0)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SGTASNVMissense_Mutationc.223N>Ap.Leu75Metp.L75MO43765protein_codingtolerated(0.26)benign(0.007)TCGA-CM-4746-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SGTASNVMissense_Mutationc.158N>Tp.Ala53Valp.A53VO43765protein_codingtolerated(0.1)benign(0.091)TCGA-NH-A6GC-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilSD
SGTASNVMissense_Mutationc.152N>Gp.Asp51Glyp.D51GO43765protein_codingtolerated(0.47)benign(0)TCGA-AG-4005-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapyfolinicCR
SGTASNVMissense_Mutationnovelc.40T>Gp.Phe14Valp.F14VO43765protein_codingdeleterious(0)possibly_damaging(0.77)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<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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