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: SC5D

Gene summary for SC5D

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SC5D

Gene ID

6309

Gene namesterol-C5-desaturase
Gene AliasERG3
Cytomap11q23.3-q24.1
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

A0A024R3G4


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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
6309SC5DLZE4THumanEsophagusESCC2.81e-236.85e-010.0811
6309SC5DLZE7THumanEsophagusESCC1.02e-096.00e-010.0667
6309SC5DLZE24THumanEsophagusESCC2.62e-195.02e-010.0596
6309SC5DP1T-EHumanEsophagusESCC7.91e-042.10e-010.0875
6309SC5DP2T-EHumanEsophagusESCC3.67e-203.09e-010.1177
6309SC5DP4T-EHumanEsophagusESCC3.54e-641.55e+000.1323
6309SC5DP5T-EHumanEsophagusESCC6.80e-408.69e-010.1327
6309SC5DP8T-EHumanEsophagusESCC7.82e-223.82e-010.0889
6309SC5DP9T-EHumanEsophagusESCC3.62e-327.81e-010.1131
6309SC5DP10T-EHumanEsophagusESCC2.91e-376.70e-010.116
6309SC5DP11T-EHumanEsophagusESCC2.84e-115.99e-010.1426
6309SC5DP12T-EHumanEsophagusESCC8.36e-438.52e-010.1122
6309SC5DP15T-EHumanEsophagusESCC2.87e-194.49e-010.1149
6309SC5DP16T-EHumanEsophagusESCC3.25e-294.82e-010.1153
6309SC5DP17T-EHumanEsophagusESCC8.86e-041.53e-010.1278
6309SC5DP19T-EHumanEsophagusESCC3.07e-021.97e-010.1662
6309SC5DP20T-EHumanEsophagusESCC3.90e-131.88e-010.1124
6309SC5DP21T-EHumanEsophagusESCC9.82e-305.75e-010.1617
6309SC5DP22T-EHumanEsophagusESCC1.51e-295.67e-010.1236
6309SC5DP23T-EHumanEsophagusESCC6.22e-185.40e-010.108
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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
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
∗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:00060668EsophagusESCCalcohol metabolic process202/8552353/187237.32e-067.26e-05202
GO:00161263EsophagusESCCsterol biosynthetic process46/855264/187231.91e-051.67e-0446
GO:00066953EsophagusESCCcholesterol biosynthetic process41/855257/187235.25e-054.06e-0441
GO:19026533EsophagusESCCsecondary alcohol biosynthetic process41/855257/187235.25e-054.06e-0441
GO:19026524EsophagusESCCsecondary alcohol metabolic process87/8552147/187236.58e-043.50e-0387
GO:00461653EsophagusESCCalcohol biosynthetic process83/8552140/187238.04e-044.16e-0383
GO:00066946EsophagusESCCsteroid biosynthetic process98/8552173/187232.34e-031.03e-0298
GO:00082034EsophagusESCCcholesterol metabolic process79/8552137/187233.11e-031.29e-0279
GO:00161254EsophagusESCCsterol metabolic process86/8552152/187234.37e-031.73e-0286
GO:19016174EsophagusESCCorganic hydroxy compound biosynthetic process128/8552237/187235.86e-032.16e-02128
GO:000606621LiverHCCalcohol metabolic process208/7958353/187232.80e-109.50e-09208
GO:19026522LiverHCCsecondary alcohol metabolic process100/7958147/187233.26e-101.09e-08100
GO:00082032LiverHCCcholesterol metabolic process94/7958137/187235.39e-101.72e-0894
GO:00082022LiverHCCsteroid metabolic process188/7958319/187231.96e-095.63e-08188
GO:00161252LiverHCCsterol metabolic process101/7958152/187231.99e-095.63e-08101
GO:00066951LiverHCCcholesterol biosynthetic process43/795857/187234.37e-077.23e-0643
GO:19026531LiverHCCsecondary alcohol biosynthetic process43/795857/187234.37e-077.23e-0643
GO:00161261LiverHCCsterol biosynthetic process47/795864/187235.00e-078.11e-0647
GO:00066942LiverHCCsteroid biosynthetic process104/7958173/187232.13e-062.91e-05104
GO:19016172LiverHCCorganic hydroxy compound biosynthetic process129/7958237/187231.32e-041.08e-03129
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa001005EsophagusESCCSteroid biosynthesis18/420520/84651.78e-046.79e-043.48e-0418
hsa0010012EsophagusESCCSteroid biosynthesis18/420520/84651.78e-046.79e-043.48e-0418
hsa001002LiverHCCSteroid biosynthesis15/402020/84651.17e-022.97e-021.65e-0215
hsa001003LiverHCCSteroid biosynthesis15/402020/84651.17e-022.97e-021.65e-0215
hsa001004Oral cavityOSCCSteroid biosynthesis15/370420/84654.62e-031.13e-025.75e-0315
hsa0010011Oral cavityOSCCSteroid biosynthesis15/370420/84654.62e-031.13e-025.75e-0315
hsa0010021Oral cavityLPSteroid biosynthesis11/241820/84651.16e-023.91e-022.52e-0211
hsa0010031Oral cavityLPSteroid biosynthesis11/241820/84651.16e-023.91e-022.52e-0211
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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
SC5DSNVMissense_Mutationnovelc.10N>Cp.Val4Leup.V4LO75845protein_codingdeleterious(0.04)benign(0.062)TCGA-AC-A6IW-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SC5DSNVMissense_Mutationc.862N>Ap.Glu288Lysp.E288KO75845protein_codingtolerated(0.22)benign(0.001)TCGA-D8-A1JB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SC5DSNVMissense_Mutationnovelc.408G>Tp.Trp136Cysp.W136CO75845protein_codingdeleterious(0)possibly_damaging(0.901)TCGA-E2-A15K-06Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SC5DSNVMissense_Mutationnovelc.560T>Gp.Phe187Cysp.F187CO75845protein_codingdeleterious(0)benign(0.383)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SC5DSNVMissense_Mutationnovelc.533N>Gp.Leu178Argp.L178RO75845protein_codingdeleterious(0)probably_damaging(0.964)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
SC5DSNVMissense_Mutationc.36N>Gp.Phe12Leup.F12LO75845protein_codingtolerated(0.5)benign(0.003)TCGA-F4-6856-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinCR
SC5DSNVMissense_Mutationc.461N>Gp.His154Argp.H154RO75845protein_codingdeleterious(0)probably_damaging(1)TCGA-F4-6856-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinCR
SC5DSNVMissense_Mutationrs142025005c.445C>Tp.Arg149Cysp.R149CO75845protein_codingtolerated(0.12)possibly_damaging(0.849)TCGA-QL-A97D-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SC5DSNVMissense_Mutationc.665N>Gp.Phe222Cysp.F222CO75845protein_codingdeleterious(0)probably_damaging(0.928)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
SC5DSNVMissense_Mutationnovelc.443A>Tp.Lys148Metp.K148MO75845protein_codingdeleterious(0)probably_damaging(0.989)TCGA-AG-4001-01Colorectumrectum adenocarcinomaFemale>=65I/IIUnknownUnknownSD
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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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