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: SCLY

Gene summary for SCLY

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SCLY

Gene ID

51540

Gene nameselenocysteine lyase
Gene AliasSCL
Cytomap2q37.3
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

A0A0A0MQU4


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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
51540SCLYHTA11_3410_2000001011HumanColorectumAD2.46e-112.27e-010.0155
51540SCLYHTA11_78_2000001011HumanColorectumAD1.66e-021.45e-01-0.1088
51540SCLYHTA11_347_2000001011HumanColorectumAD2.51e-092.18e-01-0.1954
51540SCLYHTA11_83_2000001011HumanColorectumSER4.23e-031.77e-01-0.1526
51540SCLYHTA11_696_2000001011HumanColorectumAD4.07e-041.39e-01-0.1464
51540SCLYHTA11_866_2000001011HumanColorectumAD9.55e-092.09e-01-0.1001
51540SCLYHTA11_1391_2000001011HumanColorectumAD5.65e-194.26e-01-0.059
51540SCLYHTA11_866_3004761011HumanColorectumAD3.51e-072.11e-010.096
51540SCLYHTA11_4255_2000001011HumanColorectumSER3.34e-042.80e-010.0446
51540SCLYHTA11_8622_2000001021HumanColorectumSER3.19e-022.05e-010.0528
51540SCLYHTA11_7663_2000001011HumanColorectumSER6.29e-032.31e-010.0131
51540SCLYHTA11_10711_2000001011HumanColorectumAD4.64e-042.12e-010.0338
51540SCLYHTA11_7696_3000711011HumanColorectumAD4.40e-092.09e-010.0674
51540SCLYHTA11_6818_2000001021HumanColorectumAD6.92e-062.18e-010.0588
51540SCLYHTA11_99999970781_79442HumanColorectumMSS4.08e-112.62e-010.294
51540SCLYHTA11_99999965062_69753HumanColorectumMSI-H7.89e-033.79e-010.3487
51540SCLYHTA11_99999965104_69814HumanColorectumMSS1.74e-185.02e-010.281
51540SCLYHTA11_99999971662_82457HumanColorectumMSS9.10e-254.82e-010.3859
51540SCLYHTA11_99999973899_84307HumanColorectumMSS2.92e-033.09e-010.2585
51540SCLYHTA11_99999974143_84620HumanColorectumMSS1.73e-122.89e-010.3005
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
∗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:0044282ColorectumADsmall molecule catabolic process118/3918376/187231.05e-063.55e-05118
GO:0016054ColorectumADorganic acid catabolic process73/3918240/187233.20e-043.81e-0373
GO:0006520ColorectumADcellular amino acid metabolic process81/3918284/187231.37e-031.19e-0281
GO:00442821ColorectumSERsmall molecule catabolic process87/2897376/187235.31e-051.27e-0387
GO:00160541ColorectumSERorganic acid catabolic process53/2897240/187234.04e-033.30e-0253
GO:00065201ColorectumSERcellular amino acid metabolic process61/2897284/187234.20e-033.41e-0261
GO:00442822ColorectumMSSsmall molecule catabolic process94/3467376/187239.85e-049.86e-0394
GO:00160542ColorectumMSSorganic acid catabolic process61/3467240/187234.72e-033.31e-0261
GO:1901605ColorectumMSI-Halpha-amino acid metabolic process26/1319195/187231.26e-032.02e-0226
GO:00442827EsophagusESCCsmall molecule catabolic process201/8552376/187231.35e-036.41e-03201
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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
SCLYSNVMissense_Mutationc.919N>Gp.Thr307Alap.T307Aprotein_codingdeleterious(0.01)benign(0.034)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SCLYinsertionNonsense_Mutationnovelc.673_674insTCTTTTAAGGAAGCTAAGGGAAGAAAGAGCAAGTATATGTTTp.Asn225delinsIlePheTerGlySerTerGlyLysLysGluGlnValTyrValTyrp.N225delinsIF*GS*GKKEQVYVYprotein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
SCLYSNVMissense_Mutationrs146021037c.1201N>Ap.Gly401Argp.G401Rprotein_codingdeleterious(0.04)probably_damaging(0.929)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SCLYSNVMissense_Mutationrs150718596c.1157N>Ap.Arg386Glnp.R386Qprotein_codingtolerated(0.19)benign(0.015)TCGA-IR-A3LI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SCLYSNVMissense_Mutationc.311N>Tp.Thr104Ilep.T104Iprotein_codingdeleterious(0)probably_damaging(0.997)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SCLYSNVMissense_Mutationnovelc.353N>Cp.Val118Alap.V118Aprotein_codingtolerated(1)benign(0.04)TCGA-AA-3939-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SCLYSNVMissense_Mutationrs752963333c.748C>Tp.Arg250Cysp.R250Cprotein_codingdeleterious(0.01)probably_damaging(0.966)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SCLYSNVMissense_Mutationc.355N>Tp.Val119Leup.V119Lprotein_codingtolerated(0.5)benign(0.039)TCGA-DM-A28F-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
SCLYSNVMissense_Mutationrs762082693c.1124N>Ap.Arg375Glnp.R375Qprotein_codingtolerated(0.85)benign(0.001)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SCLYSNVMissense_Mutationnovelc.568N>Ap.Ala190Thrp.A190Tprotein_codingtolerated(0.07)benign(0.192)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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