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: DSEL

Gene summary for DSEL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DSEL

Gene ID

92126

Gene namedermatan sulfate epimerase like
Gene AliasC18orf4
Cytomap18q22.1
Gene Typeprotein-coding
GO ID

GO:0006022

UniProtAcc

Q8IZU8


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
92126DSELP3HumanBreastIDC8.22e-107.51e-010.1542
92126DSELDCIS2HumanBreastDCIS2.87e-221.61e-010.0085
92126DSELLZE7THumanEsophagusESCC7.63e-031.41e-010.0667
92126DSELP2T-EHumanEsophagusESCC6.34e-061.46e-010.1177
92126DSELP4T-EHumanEsophagusESCC4.08e-113.43e-010.1323
92126DSELP5T-EHumanEsophagusESCC9.42e-113.16e-010.1327
92126DSELP8T-EHumanEsophagusESCC3.89e-081.37e-010.0889
92126DSELP11T-EHumanEsophagusESCC3.37e-147.72e-010.1426
92126DSELP16T-EHumanEsophagusESCC8.75e-052.00e-010.1153
92126DSELP19T-EHumanEsophagusESCC3.39e-062.59e-010.1662
92126DSELP20T-EHumanEsophagusESCC2.82e-041.29e-010.1124
92126DSELP22T-EHumanEsophagusESCC1.35e-205.29e-010.1236
92126DSELP23T-EHumanEsophagusESCC2.16e-024.09e-020.108
92126DSELP26T-EHumanEsophagusESCC1.61e-037.61e-020.1276
92126DSELP28T-EHumanEsophagusESCC9.10e-034.13e-020.1149
92126DSELP30T-EHumanEsophagusESCC7.16e-103.49e-010.137
92126DSELP32T-EHumanEsophagusESCC3.29e-226.23e-010.1666
92126DSELP36T-EHumanEsophagusESCC1.12e-074.18e-010.1187
92126DSELP37T-EHumanEsophagusESCC2.13e-256.12e-010.1371
92126DSELP39T-EHumanEsophagusESCC2.05e-061.29e-010.0894
Page: 1 2 3 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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:00091002EsophagusESCCglycoprotein metabolic process226/8552387/187232.64e-073.94e-06226
GO:00067906EsophagusESCCsulfur compound metabolic process201/8552339/187232.64e-073.94e-06201
GO:00442725EsophagusESCCsulfur compound biosynthetic process96/8552148/187231.86e-062.16e-0596
GO:00091012EsophagusESCCglycoprotein biosynthetic process181/8552317/187232.54e-052.15e-04181
GO:0006029EsophagusESCCproteoglycan metabolic process48/855279/187234.93e-031.89e-0248
GO:0030166EsophagusESCCproteoglycan biosynthetic process35/855256/187238.30e-032.94e-0235
GO:0006024EsophagusESCCglycosaminoglycan biosynthetic process45/855275/187238.75e-033.08e-0245
GO:0006023EsophagusESCCaminoglycan biosynthetic process47/855279/187239.29e-033.23e-0247
GO:000679011LiverCirrhoticsulfur compound metabolic process129/4634339/187233.06e-081.04e-06129
GO:00442721LiverCirrhoticsulfur compound biosynthetic process58/4634148/187236.93e-057.83e-0458
GO:000679021LiverHCCsulfur compound metabolic process212/7958339/187235.60e-143.39e-12212
GO:00442722LiverHCCsulfur compound biosynthetic process95/7958148/187237.89e-081.58e-0695
GO:0009100LiverHCCglycoprotein metabolic process193/7958387/187231.89e-039.62e-03193
GO:004427212ThyroidATCsulfur compound biosynthetic process66/6293148/187233.43e-031.53e-0266
GO:000910011ThyroidATCglycoprotein metabolic process153/6293387/187237.90e-033.06e-02153
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
DSELSNVMissense_Mutationnovelc.92C>Ap.Thr31Asnp.T31NQ8IZU8protein_codingdeleterious_low_confidence(0.03)benign(0.124)TCGA-AC-A2QI-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
DSELSNVMissense_Mutationc.1760N>Cp.Asn587Thrp.N587TQ8IZU8protein_codingtolerated(0.16)probably_damaging(0.996)TCGA-AN-A0AJ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DSELSNVMissense_Mutationrs373569592c.1598N>Tp.Ala533Valp.A533VQ8IZU8protein_codingdeleterious(0.02)possibly_damaging(0.745)TCGA-AQ-A04H-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
DSELSNVMissense_Mutationc.1025N>Tp.Ser342Phep.S342FQ8IZU8protein_codingdeleterious(0)probably_damaging(0.998)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
DSELSNVMissense_Mutationc.3535N>Gp.Pro1179Alap.P1179AQ8IZU8protein_codingtolerated(0.36)benign(0.221)TCGA-D8-A27N-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxol+adriamycin+cyclophosphamide+herceptinSD
DSELSNVMissense_Mutationc.3608N>Ap.Leu1203Glnp.L1203QQ8IZU8protein_codingtolerated(0.18)benign(0.021)TCGA-E2-A1II-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
DSELSNVMissense_Mutationnovelc.1867N>Ap.Pro623Thrp.P623TQ8IZU8protein_codingtolerated(0.13)benign(0.281)TCGA-LL-A7SZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
DSELSNVMissense_Mutationrs778536579c.916N>Tp.Arg306Cysp.R306CQ8IZU8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-OL-A5RY-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DSELinsertionIn_Frame_Insnovelc.78_79insCTGTCCAACCCAACATACTACCTACCTCCACCAp.Met26_Phe27insLeuSerAsnProThrTyrTyrLeuProProProp.M26_F27insLSNPTYYLPPPQ8IZU8protein_codingTCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
DSELdeletionFrame_Shift_Delnovelc.3276delNp.Glu1092AspfsTer3p.E1092Dfs*3Q8IZU8protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 

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