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: STAG3L5P-PVRIG2P-PILRB

Gene summary for STAG3L5P-PVRIG2P-PILRB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STAG3L5P-PVRIG2P-PILRB

Gene ID

101752399

Gene nameSTAG3L5P-PVRIG2P-PILRB readthrough
Gene AliasFDFACT
Cytomap7q22.1
Gene TypencRNA
GO ID

NA

UniProtAcc

NA


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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
101752399STAG3L5P-PVRIG2P-PILRBCCI_1HumanCervixCC7.83e-165.99e-010.528
101752399STAG3L5P-PVRIG2P-PILRBCCI_2HumanCervixCC1.42e-178.48e-010.5249
101752399STAG3L5P-PVRIG2P-PILRBCCI_3HumanCervixCC3.66e-134.11e-010.516
101752399STAG3L5P-PVRIG2P-PILRBHTA11_3410_2000001011HumanColorectumAD2.29e-051.54e-010.0155
101752399STAG3L5P-PVRIG2P-PILRBHTA11_2487_2000001011HumanColorectumSER3.37e-031.44e-01-0.1808
101752399STAG3L5P-PVRIG2P-PILRBHTA11_2951_2000001011HumanColorectumAD3.40e-021.93e-010.0216
101752399STAG3L5P-PVRIG2P-PILRBHTA11_1938_2000001011HumanColorectumAD1.51e-072.32e-01-0.0811
101752399STAG3L5P-PVRIG2P-PILRBHTA11_78_2000001011HumanColorectumAD5.51e-174.55e-01-0.1088
101752399STAG3L5P-PVRIG2P-PILRBHTA11_347_2000001011HumanColorectumAD1.52e-315.47e-01-0.1954
101752399STAG3L5P-PVRIG2P-PILRBHTA11_411_2000001011HumanColorectumSER2.78e-053.31e-01-0.2602
101752399STAG3L5P-PVRIG2P-PILRBHTA11_2112_2000001011HumanColorectumSER1.90e-022.44e-01-0.2196
101752399STAG3L5P-PVRIG2P-PILRBHTA11_83_2000001011HumanColorectumSER4.95e-165.32e-01-0.1526
101752399STAG3L5P-PVRIG2P-PILRBHTA11_696_2000001011HumanColorectumAD4.08e-112.73e-01-0.1464
101752399STAG3L5P-PVRIG2P-PILRBHTA11_866_2000001011HumanColorectumAD2.67e-203.55e-01-0.1001
101752399STAG3L5P-PVRIG2P-PILRBHTA11_1391_2000001011HumanColorectumAD5.65e-194.10e-01-0.059
101752399STAG3L5P-PVRIG2P-PILRBHTA11_5216_2000001011HumanColorectumSER2.79e-073.89e-01-0.1462
101752399STAG3L5P-PVRIG2P-PILRBHTA11_546_2000001011HumanColorectumAD4.83e-082.75e-01-0.0842
101752399STAG3L5P-PVRIG2P-PILRBHTA11_7862_2000001011HumanColorectumAD2.47e-083.22e-01-0.0179
101752399STAG3L5P-PVRIG2P-PILRBHTA11_866_3004761011HumanColorectumAD4.76e-133.14e-010.096
101752399STAG3L5P-PVRIG2P-PILRBHTA11_8622_2000001021HumanColorectumSER1.95e-072.87e-010.0528
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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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
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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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