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: SUPT6H

Gene summary for SUPT6H

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SUPT6H

Gene ID

6830

Gene nameSPT6 homolog, histone chaperone and transcription elongation factor
Gene AliasSPT6
Cytomap17q11.2
Gene Typeprotein-coding
GO ID

GO:0000018

UniProtAcc

Q7KZ85


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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
6830SUPT6HLZE2THumanEsophagusESCC8.79e-034.97e-010.082
6830SUPT6HLZE4THumanEsophagusESCC1.33e-145.34e-010.0811
6830SUPT6HLZE7THumanEsophagusESCC1.37e-084.81e-010.0667
6830SUPT6HLZE8THumanEsophagusESCC4.07e-083.14e-010.067
6830SUPT6HLZE20THumanEsophagusESCC1.88e-101.91e-010.0662
6830SUPT6HLZE22THumanEsophagusESCC3.39e-083.30e-010.068
6830SUPT6HLZE24THumanEsophagusESCC2.17e-176.07e-010.0596
6830SUPT6HLZE21THumanEsophagusESCC4.13e-035.81e-010.0655
6830SUPT6HP1T-EHumanEsophagusESCC3.03e-208.67e-010.0875
6830SUPT6HP2T-EHumanEsophagusESCC1.24e-216.03e-010.1177
6830SUPT6HP4T-EHumanEsophagusESCC2.44e-204.59e-010.1323
6830SUPT6HP5T-EHumanEsophagusESCC6.27e-082.35e-010.1327
6830SUPT6HP8T-EHumanEsophagusESCC1.64e-286.19e-010.0889
6830SUPT6HP9T-EHumanEsophagusESCC9.99e-163.41e-010.1131
6830SUPT6HP10T-EHumanEsophagusESCC5.42e-276.58e-010.116
6830SUPT6HP11T-EHumanEsophagusESCC1.35e-146.47e-010.1426
6830SUPT6HP12T-EHumanEsophagusESCC2.08e-234.97e-010.1122
6830SUPT6HP15T-EHumanEsophagusESCC2.08e-286.94e-010.1149
6830SUPT6HP16T-EHumanEsophagusESCC3.84e-193.65e-010.1153
6830SUPT6HP17T-EHumanEsophagusESCC4.73e-093.99e-010.1278
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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
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:00165717Oral cavityOSCChistone methylation72/7305141/187232.36e-031.04e-0272
GO:00322591Oral cavityOSCCmethylation168/7305364/187233.03e-031.31e-02168
GO:00092992Oral cavityOSCCmRNA transcription12/730516/187233.83e-031.57e-0212
GO:00426927Oral cavityOSCCmuscle cell differentiation175/7305384/187234.79e-031.92e-02175
GO:00310603Oral cavityOSCCregulation of histone methylation38/730569/187234.90e-031.94e-0238
GO:00329684Oral cavityOSCCpositive regulation of transcription elongation from RNA polymerase II promoter10/730513/187236.32e-032.35e-0210
GO:00322393Oral cavityOSCCregulation of nucleobase-containing compound transport11/730515/187237.49e-032.75e-0211
GO:00349687Oral cavityOSCChistone lysine methylation58/7305115/187238.25e-033.01e-0258
GO:00327865Oral cavityOSCCpositive regulation of DNA-templated transcription, elongation17/730527/187231.01e-023.49e-0217
GO:00023814Oral cavityOSCCimmunoglobulin production involved in immunoglobulin-mediated immune response37/730570/187231.28e-024.28e-0237
GO:0016447Oral cavityOSCCsomatic recombination of immunoglobulin gene segments31/730557/187231.32e-024.38e-0231
GO:00022002Oral cavityOSCCsomatic diversification of immune receptors40/730577/187231.42e-024.69e-0240
GO:0002562Oral cavityOSCCsomatic diversification of immune receptors via germline recombination within a single locus35/730566/187231.43e-024.69e-0235
GO:0016444Oral cavityOSCCsomatic cell DNA recombination35/730566/187231.43e-024.69e-0235
GO:0008380110Oral cavityLPRNA splicing237/4623434/187231.82e-413.79e-38237
GO:000640319Oral cavityLPRNA localization105/4623201/187233.34e-175.36e-15105
GO:005068418Oral cavityLPregulation of mRNA processing76/4623137/187231.14e-141.35e-1276
GO:190331119Oral cavityLPregulation of mRNA metabolic process129/4623288/187235.70e-146.10e-12129
GO:003238616Oral cavityLPregulation of intracellular transport145/4623337/187238.58e-148.27e-12145
GO:000691318Oral cavityLPnucleocytoplasmic transport130/4623301/187231.19e-129.77e-11130
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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
SUPT6HSNVMissense_Mutationc.388N>Tp.Asp130Tyrp.D130YQ7KZ85protein_codingdeleterious(0)possibly_damaging(0.791)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
SUPT6HSNVMissense_Mutationc.5009N>Gp.Ala1670Glyp.A1670GQ7KZ85protein_codingtolerated(0.37)benign(0.066)TCGA-A7-A0DA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SUPT6HSNVMissense_Mutationrs755836482c.4562N>Cp.Gly1521Alap.G1521AQ7KZ85protein_codingtolerated(0.12)possibly_damaging(0.505)TCGA-A8-A08B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
SUPT6HSNVMissense_Mutationc.3218N>Tp.Ala1073Valp.A1073VQ7KZ85protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SUPT6HSNVMissense_Mutationc.3817N>Cp.Glu1273Glnp.E1273QQ7KZ85protein_codingdeleterious(0.01)probably_damaging(0.989)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SUPT6HSNVMissense_Mutationc.295G>Ap.Asp99Asnp.D99NQ7KZ85protein_codingdeleterious(0.01)probably_damaging(0.956)TCGA-AO-A03T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SUPT6HSNVMissense_Mutationc.298N>Ap.Asp100Asnp.D100NQ7KZ85protein_codingdeleterious(0.02)probably_damaging(0.956)TCGA-C8-A131-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
SUPT6HSNVMissense_Mutationc.3779G>Cp.Gly1260Alap.G1260AQ7KZ85protein_codingdeleterious(0.02)possibly_damaging(0.705)TCGA-C8-A27B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
SUPT6HSNVMissense_Mutationc.22N>Ap.Glu8Lysp.E8KQ7KZ85protein_codingdeleterious_low_confidence(0.03)possibly_damaging(0.905)TCGA-D8-A1J9-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SUPT6HSNVMissense_Mutationc.388G>Tp.Asp130Tyrp.D130YQ7KZ85protein_codingdeleterious(0)possibly_damaging(0.791)TCGA-D8-A1X7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyHormone Therapydoxorubicine+cyclophosphamide+tamoxifenSD
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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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