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: SUSD6

Gene summary for SUSD6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SUSD6

Gene ID

9766

Gene namesushi domain containing 6
Gene AliasDRAGO
Cytomap14q24.1
Gene Typeprotein-coding
GO ID

GO:0006950

UniProtAcc

Q92537


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
9766SUSD6LZE4THumanEsophagusESCC1.54e-064.73e-020.0811
9766SUSD6LZE5THumanEsophagusESCC3.09e-038.48e-020.0514
9766SUSD6LZE7THumanEsophagusESCC8.43e-091.44e-010.0667
9766SUSD6LZE8THumanEsophagusESCC3.50e-089.36e-020.067
9766SUSD6LZE20THumanEsophagusESCC2.82e-041.57e-010.0662
9766SUSD6LZE22THumanEsophagusESCC2.56e-061.66e-010.068
9766SUSD6LZE24THumanEsophagusESCC1.22e-112.15e-010.0596
9766SUSD6P2T-EHumanEsophagusESCC1.86e-243.23e-010.1177
9766SUSD6P4T-EHumanEsophagusESCC2.72e-133.72e-020.1323
9766SUSD6P5T-EHumanEsophagusESCC4.10e-158.79e-020.1327
9766SUSD6P8T-EHumanEsophagusESCC1.84e-183.12e-010.0889
9766SUSD6P9T-EHumanEsophagusESCC1.40e-135.46e-020.1131
9766SUSD6P10T-EHumanEsophagusESCC4.86e-181.02e-010.116
9766SUSD6P11T-EHumanEsophagusESCC5.35e-061.66e-010.1426
9766SUSD6P12T-EHumanEsophagusESCC3.81e-255.21e-010.1122
9766SUSD6P15T-EHumanEsophagusESCC3.55e-233.93e-010.1149
9766SUSD6P16T-EHumanEsophagusESCC2.25e-191.27e-010.1153
9766SUSD6P17T-EHumanEsophagusESCC6.55e-066.12e-020.1278
9766SUSD6P20T-EHumanEsophagusESCC9.62e-108.46e-020.1124
9766SUSD6P21T-EHumanEsophagusESCC7.97e-191.67e-010.1617
Page: 1 2 3 4 

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
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
Page: 1 

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
SUSD6SNVMissense_Mutationnovelc.167N>Cp.His56Prop.H56PQ92537protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-A02F-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicPR
SUSD6SNVMissense_Mutationc.35N>Tp.Ser12Leup.S12LQ92537protein_codingdeleterious_low_confidence(0.01)benign(0.039)TCGA-AD-6548-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SUSD6deletionFrame_Shift_Delc.168delNp.Arg58GlyfsTer7p.R58Gfs*7Q92537protein_codingTCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
SUSD6insertionFrame_Shift_Insnovelc.125_126insCp.Leu44ProfsTer33p.L44Pfs*33Q92537protein_codingTCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SUSD6SNVMissense_Mutationnovelc.505G>Ap.Gly169Argp.G169RQ92537protein_codingdeleterious(0)possibly_damaging(0.724)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SUSD6SNVMissense_Mutationnovelc.147N>Tp.Glu49Aspp.E49DQ92537protein_codingdeleterious(0.05)probably_damaging(0.998)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SUSD6SNVMissense_Mutationrs773062109c.263N>Tp.Thr88Metp.T88MQ92537protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
SUSD6SNVMissense_Mutationc.182N>Cp.Arg61Thrp.R61TQ92537protein_codingtolerated(0.17)benign(0.054)TCGA-AX-A0IW-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnspecificCarboplatin & PaclitaxelSD
SUSD6SNVMissense_Mutationnovelc.554N>Tp.Ser185Phep.S185FQ92537protein_codingdeleterious(0.05)benign(0.36)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SUSD6SNVMissense_Mutationnovelc.250N>Cp.Tyr84Hisp.Y84HQ92537protein_codingdeleterious(0)probably_damaging(0.999)TCGA-DF-A2KN-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
Page: 1 2 3 

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