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: SUDS3

Gene summary for SUDS3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SUDS3

Gene ID

64426

Gene nameSDS3 homolog, SIN3A corepressor complex component
Gene AliasSAP45
Cytomap12q24.23
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q9H7L9


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
64426SUDS3LZE2THumanEsophagusESCC3.48e-055.45e-010.082
64426SUDS3LZE4THumanEsophagusESCC3.37e-133.42e-010.0811
64426SUDS3LZE5THumanEsophagusESCC4.30e-095.67e-010.0514
64426SUDS3LZE7THumanEsophagusESCC3.20e-093.08e-010.0667
64426SUDS3LZE8THumanEsophagusESCC2.21e-091.68e-010.067
64426SUDS3LZE20THumanEsophagusESCC1.25e-093.75e-010.0662
64426SUDS3LZE22D1HumanEsophagusHGIN9.10e-042.19e-010.0595
64426SUDS3LZE22THumanEsophagusESCC1.26e-093.83e-010.068
64426SUDS3LZE24THumanEsophagusESCC5.37e-256.25e-010.0596
64426SUDS3LZE21THumanEsophagusESCC2.54e-023.01e-010.0655
64426SUDS3P1T-EHumanEsophagusESCC1.42e-251.05e+000.0875
64426SUDS3P2T-EHumanEsophagusESCC2.12e-611.16e+000.1177
64426SUDS3P4T-EHumanEsophagusESCC1.96e-459.77e-010.1323
64426SUDS3P5T-EHumanEsophagusESCC1.91e-256.52e-010.1327
64426SUDS3P8T-EHumanEsophagusESCC7.05e-428.35e-010.0889
64426SUDS3P9T-EHumanEsophagusESCC8.31e-223.56e-010.1131
64426SUDS3P10T-EHumanEsophagusESCC2.91e-194.38e-010.116
64426SUDS3P11T-EHumanEsophagusESCC3.28e-165.88e-010.1426
64426SUDS3P12T-EHumanEsophagusESCC2.32e-204.94e-010.1122
64426SUDS3P15T-EHumanEsophagusESCC1.90e-348.04e-010.1149
Page: 1 2 3 4 5 6 

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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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.

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:00165708EsophagusHGINhistone modification92/2587463/187231.70e-043.30e-0392
GO:002176220EsophagusHGINsubstantia nigra development14/258744/187231.75e-031.90e-0214
GO:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:00356015EsophagusESCCprotein deacylation79/8552112/187238.30e-081.42e-0679
GO:00987325EsophagusESCCmacromolecule deacylation80/8552116/187233.19e-074.50e-0680
GO:00165754EsophagusESCChistone deacetylation60/855282/187233.85e-075.32e-0660
GO:00064765EsophagusESCCprotein deacetylation70/8552101/187231.29e-061.58e-0570
GO:0021762111EsophagusESCCsubstantia nigra development35/855244/187234.40e-064.69e-0535
GO:004885718EsophagusESCCneural nucleus development44/855264/187231.59e-041.05e-0344
GO:003090118EsophagusESCCmidbrain development58/855290/187232.52e-041.55e-0358
GO:002176212LiverCirrhoticsubstantia nigra development25/463444/187235.57e-069.10e-0525
GO:001657011LiverCirrhotichistone modification154/4634463/187231.92e-052.57e-04154
GO:004885712LiverCirrhoticneural nucleus development28/463464/187236.78e-045.08e-0328
GO:003090111LiverCirrhoticmidbrain development35/463490/187232.06e-031.28e-0235
GO:0035601LiverCirrhoticprotein deacylation39/4634112/187231.08e-024.75e-0239
GO:001657021LiverHCChistone modification283/7958463/187232.68e-162.33e-14283
GO:002176222LiverHCCsubstantia nigra development33/795844/187231.21e-051.38e-0433
GO:003090121LiverHCCmidbrain development54/795890/187236.04e-043.79e-0354
GO:0098732LiverHCCmacromolecule deacylation67/7958116/187236.46e-043.99e-0367
GO:00356011LiverHCCprotein deacylation64/7958112/187231.23e-036.83e-0364
Page: 1 2 3 4 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
SUDS3SNVMissense_Mutationc.743N>Tp.Ser248Phep.S248FQ9H7L9protein_codingtolerated(0.06)benign(0.364)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SUDS3SNVMissense_Mutationnovelc.297N>Cp.Met99Ilep.M99IQ9H7L9protein_codingtolerated(0.08)benign(0.003)TCGA-HN-A2NL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SUDS3SNVMissense_Mutationnovelc.293N>Tp.Arg98Ilep.R98IQ9H7L9protein_codingdeleterious(0.02)probably_damaging(0.985)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SUDS3insertionFrame_Shift_Insnovelc.303dupAp.Leu102ThrfsTer21p.L102Tfs*21Q9H7L9protein_codingTCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
SUDS3SNVMissense_Mutationc.973C>Tp.Arg325Cysp.R325CQ9H7L9protein_codingdeleterious(0)probably_damaging(0.982)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SUDS3SNVMissense_Mutationnovelc.914G>Ap.Ser305Asnp.S305NQ9H7L9protein_codingtolerated(0.35)possibly_damaging(0.878)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SUDS3SNVMissense_Mutationnovelc.604N>Tp.Pro202Serp.P202SQ9H7L9protein_codingdeleterious(0.04)probably_damaging(0.992)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
SUDS3SNVMissense_Mutationc.439A>Gp.Lys147Glup.K147EQ9H7L9protein_codingdeleterious(0.01)probably_damaging(0.982)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SUDS3SNVMissense_Mutationc.328N>Gp.Ile110Valp.I110VQ9H7L9protein_codingtolerated(0.18)benign(0.025)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
SUDS3SNVMissense_Mutationc.383N>Gp.Tyr128Cysp.Y128CQ9H7L9protein_codingtolerated(0.16)probably_damaging(0.997)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
Page: 1 2 3 4 

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