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: DSCC1

Gene summary for DSCC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DSCC1

Gene ID

79075

Gene nameDNA replication and sister chromatid cohesion 1
Gene AliasDCC1
Cytomap8q24.12
Gene Typeprotein-coding
GO ID

GO:0000070

UniProtAcc

Q9BVC3


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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
79075DSCC1LZE2THumanEsophagusESCC4.73e-032.96e-010.082
79075DSCC1P2T-EHumanEsophagusESCC4.38e-081.96e-010.1177
79075DSCC1P4T-EHumanEsophagusESCC6.14e-112.36e-010.1323
79075DSCC1P5T-EHumanEsophagusESCC3.89e-122.52e-010.1327
79075DSCC1P9T-EHumanEsophagusESCC8.38e-038.89e-020.1131
79075DSCC1P10T-EHumanEsophagusESCC3.97e-041.22e-010.116
79075DSCC1P12T-EHumanEsophagusESCC6.21e-031.18e-010.1122
79075DSCC1P15T-EHumanEsophagusESCC8.45e-041.22e-010.1149
79075DSCC1P16T-EHumanEsophagusESCC4.40e-092.35e-010.1153
79075DSCC1P17T-EHumanEsophagusESCC8.50e-051.94e-010.1278
79075DSCC1P20T-EHumanEsophagusESCC1.51e-028.27e-020.1124
79075DSCC1P21T-EHumanEsophagusESCC4.44e-082.14e-010.1617
79075DSCC1P22T-EHumanEsophagusESCC4.41e-072.17e-010.1236
79075DSCC1P23T-EHumanEsophagusESCC1.14e-031.29e-010.108
79075DSCC1P24T-EHumanEsophagusESCC4.41e-071.92e-010.1287
79075DSCC1P26T-EHumanEsophagusESCC1.85e-052.02e-010.1276
79075DSCC1P27T-EHumanEsophagusESCC4.65e-029.55e-020.1055
79075DSCC1P28T-EHumanEsophagusESCC2.03e-092.11e-010.1149
79075DSCC1P31T-EHumanEsophagusESCC7.39e-072.79e-010.1251
79075DSCC1P32T-EHumanEsophagusESCC3.31e-091.99e-010.1666
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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
∗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:014001414EsophagusESCCmitotic nuclear division218/8552287/187236.17e-261.78e-23218
GO:000007011EsophagusESCCmitotic sister chromatid segregation138/8552168/187231.37e-222.63e-20138
GO:00008194EsophagusESCCsister chromatid segregation157/8552202/187238.41e-211.33e-18157
GO:000705911EsophagusESCCchromosome segregation238/8552346/187231.72e-181.82e-16238
GO:00062604EsophagusESCCDNA replication181/8552260/187233.55e-152.05e-13181
GO:005105215EsophagusESCCregulation of DNA metabolic process232/8552359/187232.40e-131.13e-11232
GO:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:00988133EsophagusESCCnuclear chromosome segregation187/8552281/187231.00e-124.36e-11187
GO:004354313EsophagusESCCprotein acylation165/8552243/187231.69e-127.14e-11165
GO:000647313EsophagusESCCprotein acetylation140/8552201/187234.37e-121.69e-10140
GO:007189716EsophagusESCCDNA biosynthetic process127/8552180/187231.04e-113.85e-10127
GO:00002802EsophagusESCCnuclear division270/8552439/187231.17e-114.24e-10270
GO:005105417EsophagusESCCpositive regulation of DNA metabolic process139/8552201/187231.20e-114.33e-10139
GO:200057319EsophagusESCCpositive regulation of DNA biosynthetic process56/855266/187234.51e-111.45e-0956
GO:2000278110EsophagusESCCregulation of DNA biosynthetic process81/8552106/187239.81e-112.96e-0981
GO:00062612EsophagusESCCDNA-dependent DNA replication100/8552151/187232.61e-073.94e-06100
GO:00062754EsophagusESCCregulation of DNA replication73/8552107/187231.97e-062.28e-0573
GO:003239214EsophagusESCCDNA geometric change62/855290/187237.02e-067.04e-0562
GO:003250813EsophagusESCCDNA duplex unwinding58/855284/187231.23e-051.14e-0458
GO:00070648EsophagusESCCmitotic sister chromatid cohesion23/855228/187238.23e-056.01e-0423
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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
DSCC1SNVMissense_Mutationc.496G>Cp.Glu166Glnp.E166QQ9BVC3protein_codingtolerated(0.17)benign(0.02)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
DSCC1SNVMissense_Mutationc.784N>Cp.Glu262Glnp.E262QQ9BVC3protein_codingtolerated(0.38)benign(0.021)TCGA-AN-A0FV-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DSCC1SNVMissense_Mutationc.422N>Gp.Leu141Argp.L141RQ9BVC3protein_codingdeleterious(0)benign(0.179)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
DSCC1SNVMissense_Mutationrs144655317c.772N>Ap.Glu258Lysp.E258KQ9BVC3protein_codingtolerated(0.08)benign(0.173)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
DSCC1SNVMissense_Mutationnovelc.965N>Cp.Ile322Thrp.I322TQ9BVC3protein_codingdeleterious(0)possibly_damaging(0.869)TCGA-A5-A1OK-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapytaxolSD
DSCC1SNVMissense_Mutationnovelc.452N>Gp.Asp151Glyp.D151GQ9BVC3protein_codingtolerated(0.06)benign(0.193)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
DSCC1SNVMissense_Mutationnovelc.723G>Tp.Met241Ilep.M241IQ9BVC3protein_codingtolerated(0.4)benign(0)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DSCC1SNVMissense_Mutationc.996N>Tp.Glu332Aspp.E332DQ9BVC3protein_codingtolerated(0.17)possibly_damaging(0.615)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DSCC1SNVMissense_Mutationrs367780001c.417N>Tp.Lys139Asnp.K139NQ9BVC3protein_codingdeleterious(0.02)possibly_damaging(0.907)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
DSCC1SNVMissense_Mutationnovelc.1169N>Tp.Arg390Ilep.R390IQ9BVC3protein_codingdeleterious(0)probably_damaging(0.914)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
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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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