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: SLX1A

Gene summary for SLX1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLX1A

Gene ID

548593

Gene nameSLX1 homolog A, structure-specific endonuclease subunit
Gene AliasGIYD1
Cytomap16p11.2
Gene Typeprotein-coding
GO ID

GO:0000723

UniProtAcc

Q9BQ83


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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
548593SLX1AHTA11_2487_2000001011HumanColorectumSER8.42e-051.71e-01-0.1808
548593SLX1AHTA11_347_2000001011HumanColorectumAD7.64e-061.50e-01-0.1954
548593SLX1AHTA11_3361_2000001011HumanColorectumAD1.34e-031.69e-01-0.1207
548593SLX1AHTA11_83_2000001011HumanColorectumSER2.92e-072.58e-01-0.1526
548593SLX1AHTA11_696_2000001011HumanColorectumAD7.11e-142.62e-01-0.1464
548593SLX1AHTA11_1391_2000001011HumanColorectumAD2.00e-123.15e-01-0.059
548593SLX1AHTA11_2992_2000001011HumanColorectumSER1.72e-052.63e-01-0.1706
548593SLX1AHTA11_5216_2000001011HumanColorectumSER3.03e-064.66e-01-0.1462
548593SLX1AHTA11_6818_2000001021HumanColorectumAD1.54e-062.30e-010.0588
548593SLX1AHTA11_99999965062_69753HumanColorectumMSI-H1.40e-055.85e-010.3487
548593SLX1AHTA11_99999971662_82457HumanColorectumMSS1.92e-041.49e-010.3859
548593SLX1AHTA11_99999974143_84620HumanColorectumMSS3.61e-029.17e-020.3005
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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
∗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:0010639ColorectumADnegative regulation of organelle organization114/3918348/187231.41e-076.49e-06114
GO:0051052ColorectumADregulation of DNA metabolic process116/3918359/187232.47e-071.00e-05116
GO:0051054ColorectumADpositive regulation of DNA metabolic process73/3918201/187233.27e-071.29e-0573
GO:2001252ColorectumADpositive regulation of chromosome organization35/391882/187236.90e-061.72e-0435
GO:0032206ColorectumADpositive regulation of telomere maintenance23/391852/187231.31e-041.88e-0323
GO:0032204ColorectumADregulation of telomere maintenance31/391880/187232.01e-042.67e-0331
GO:0033044ColorectumADregulation of chromosome organization60/3918187/187232.25e-042.94e-0360
GO:0000723ColorectumADtelomere maintenance43/3918131/187239.77e-049.20e-0343
GO:0010833ColorectumADtelomere maintenance via telomere lengthening29/391881/187231.42e-031.22e-0229
GO:1904356ColorectumADregulation of telomere maintenance via telomere lengthening23/391861/187231.96e-031.58e-0223
GO:00106391ColorectumSERnegative regulation of organelle organization90/2897348/187233.14e-071.69e-0590
GO:00510541ColorectumSERpositive regulation of DNA metabolic process53/2897201/187234.51e-051.13e-0353
GO:00322061ColorectumSERpositive regulation of telomere maintenance20/289752/187234.80e-051.18e-0320
GO:20012521ColorectumSERpositive regulation of chromosome organization27/289782/187236.44e-051.49e-0327
GO:00510521ColorectumSERregulation of DNA metabolic process83/2897359/187238.03e-051.77e-0383
GO:00322041ColorectumSERregulation of telomere maintenance24/289780/187237.57e-049.73e-0324
GO:19043561ColorectumSERregulation of telomere maintenance via telomere lengthening18/289761/187234.02e-033.30e-0218
GO:00108331ColorectumSERtelomere maintenance via telomere lengthening22/289781/187234.85e-033.79e-0222
GO:00007231ColorectumSERtelomere maintenance32/2897131/187234.90e-033.82e-0232
GO:00510522ColorectumMSSregulation of DNA metabolic process108/3467359/187235.86e-083.10e-06108
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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
SLX1ASNVMissense_Mutationnovelc.781N>Tp.Asp261Tyrp.D261YQ9BQ83protein_codingtolerated(0.09)benign(0.36)TCGA-A5-A0GG-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SLX1ASNVMissense_Mutationnovelc.736N>Tp.Asp246Tyrp.D246YQ9BQ83protein_codingdeleterious(0)probably_damaging(0.935)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
SLX1ASNVMissense_Mutationnovelc.685C>Ap.Leu229Metp.L229MQ9BQ83protein_codingdeleterious(0)possibly_damaging(0.903)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SLX1ASNVMissense_Mutationnovelc.794N>Gp.Glu265Glyp.E265GQ9BQ83protein_codingdeleterious(0.03)benign(0.217)TCGA-BS-A0VI-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SLX1ASNVMissense_Mutationnovelc.607C>Ap.Pro203Thrp.P203TQ9BQ83protein_codingdeleterious(0.04)benign(0.082)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SLX1ASNVMissense_Mutationnovelc.656N>Gp.Glu219Glyp.E219GQ9BQ83protein_codingtolerated(0.35)benign(0.017)TCGA-DD-AACI-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownPD
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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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