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: STING1

Gene summary for STING1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STING1

Gene ID

340061

Gene namestimulator of interferon response cGAMP interactor 1
Gene AliasERIS
Cytomap5q31.2
Gene Typeprotein-coding
GO ID

GO:0000045

UniProtAcc

V5V0K2


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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
340061STING1HTA11_3410_2000001011HumanColorectumAD1.92e-092.13e-010.0155
340061STING1HTA11_2487_2000001011HumanColorectumSER2.44e-051.80e-01-0.1808
340061STING1HTA11_2951_2000001011HumanColorectumAD3.40e-032.52e-010.0216
340061STING1HTA11_1938_2000001011HumanColorectumAD8.45e-113.51e-01-0.0811
340061STING1HTA11_78_2000001011HumanColorectumAD2.58e-082.20e-01-0.1088
340061STING1HTA11_347_2000001011HumanColorectumAD1.55e-122.57e-01-0.1954
340061STING1HTA11_411_2000001011HumanColorectumSER1.86e-064.03e-01-0.2602
340061STING1HTA11_3361_2000001011HumanColorectumAD2.22e-021.69e-01-0.1207
340061STING1HTA11_696_2000001011HumanColorectumAD2.10e-173.40e-01-0.1464
340061STING1HTA11_866_2000001011HumanColorectumAD7.82e-132.74e-01-0.1001
340061STING1HTA11_1391_2000001011HumanColorectumAD5.72e-123.38e-01-0.059
340061STING1HTA11_5212_2000001011HumanColorectumAD6.52e-062.80e-01-0.2061
340061STING1HTA11_546_2000001011HumanColorectumAD2.76e-072.60e-01-0.0842
340061STING1HTA11_7862_2000001011HumanColorectumAD1.24e-021.60e-01-0.0179
340061STING1HTA11_866_3004761011HumanColorectumAD3.54e-254.72e-010.096
340061STING1HTA11_7663_2000001011HumanColorectumSER7.26e-053.09e-010.0131
340061STING1HTA11_6801_2000001011HumanColorectumSER9.67e-094.96e-010.0171
340061STING1HTA11_10711_2000001011HumanColorectumAD5.13e-082.58e-010.0338
340061STING1HTA11_7696_3000711011HumanColorectumAD1.44e-193.41e-010.0674
340061STING1HTA11_6818_2000001011HumanColorectumAD9.33e-073.43e-010.0112
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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:0009896ColorectumADpositive regulation of catabolic process180/3918492/187234.33e-161.94e-13180
GO:0031331ColorectumADpositive regulation of cellular catabolic process156/3918427/187234.68e-141.05e-11156
GO:0051098ColorectumADregulation of binding126/3918363/187236.01e-104.88e-08126
GO:0022411ColorectumADcellular component disassembly147/3918443/187238.53e-106.76e-08147
GO:0010506ColorectumADregulation of autophagy111/3918317/187233.57e-092.35e-07111
GO:0016236ColorectumADmacroautophagy103/3918291/187236.76e-094.15e-07103
GO:0051099ColorectumADpositive regulation of binding66/3918173/187231.47e-076.64e-0666
GO:1903008ColorectumADorganelle disassembly46/3918114/187231.81e-065.48e-0546
GO:0043393ColorectumADregulation of protein binding68/3918196/187235.17e-061.34e-0468
GO:0061912ColorectumADselective autophagy29/391868/187234.20e-057.39e-0429
GO:0016241ColorectumADregulation of macroautophagy50/3918141/187234.55e-057.92e-0450
GO:0032092ColorectumADpositive regulation of protein binding33/391885/187231.22e-041.78e-0333
GO:0010508ColorectumADpositive regulation of autophagy43/3918124/187232.64e-043.27e-0343
GO:0032481ColorectumADpositive regulation of type I interferon production23/391858/187238.82e-048.53e-0323
GO:0051091ColorectumADpositive regulation of DNA-binding transcription factor activity73/3918260/187233.52e-032.54e-0273
GO:0007033ColorectumADvacuole organization53/3918180/187234.18e-032.89e-0253
GO:00098961ColorectumSERpositive regulation of catabolic process132/2897492/187234.16e-116.72e-09132
GO:00313311ColorectumSERpositive regulation of cellular catabolic process114/2897427/187231.22e-091.27e-07114
GO:00224111ColorectumSERcellular component disassembly114/2897443/187231.17e-089.59e-07114
GO:00510981ColorectumSERregulation of binding97/2897363/187231.98e-081.43e-0697
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05171ColorectumADCoronavirus disease - COVID-19113/2092232/84659.90e-162.55e-141.63e-14113
hsa05131ColorectumADShigellosis109/2092247/84651.09e-112.44e-101.55e-10109
hsa05170ColorectumADHuman immunodeficiency virus 1 infection72/2092212/84651.40e-038.46e-035.39e-0372
hsa05163ColorectumADHuman cytomegalovirus infection75/2092225/84652.00e-031.10e-027.01e-0375
hsa051711ColorectumADCoronavirus disease - COVID-19113/2092232/84659.90e-162.55e-141.63e-14113
hsa051311ColorectumADShigellosis109/2092247/84651.09e-112.44e-101.55e-10109
hsa051701ColorectumADHuman immunodeficiency virus 1 infection72/2092212/84651.40e-038.46e-035.39e-0372
hsa051631ColorectumADHuman cytomegalovirus infection75/2092225/84652.00e-031.10e-027.01e-0375
hsa051712ColorectumSERCoronavirus disease - COVID-1998/1580232/84653.33e-178.50e-166.17e-1698
hsa051312ColorectumSERShigellosis87/1580247/84653.07e-107.27e-095.28e-0987
hsa051702ColorectumSERHuman immunodeficiency virus 1 infection58/1580212/84651.08e-038.56e-036.21e-0358
hsa051632ColorectumSERHuman cytomegalovirus infection57/1580225/84657.40e-033.84e-022.79e-0257
hsa051713ColorectumSERCoronavirus disease - COVID-1998/1580232/84653.33e-178.50e-166.17e-1698
hsa051313ColorectumSERShigellosis87/1580247/84653.07e-107.27e-095.28e-0987
hsa051703ColorectumSERHuman immunodeficiency virus 1 infection58/1580212/84651.08e-038.56e-036.21e-0358
hsa051633ColorectumSERHuman cytomegalovirus infection57/1580225/84657.40e-033.84e-022.79e-0257
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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
340061STING1CLINICALLY ACTIONABLE, KINASEagonist381118902ADU-S100
340061STING1CLINICALLY ACTIONABLE, KINASEagonist315661283
340061STING1CLINICALLY ACTIONABLE, KINASEantagonist381118832
340061STING1CLINICALLY ACTIONABLE, KINASEagonist381118837
340061STING1CLINICALLY ACTIONABLE, KINASEagonist381118838
340061STING1CLINICALLY ACTIONABLE, KINASEADU-S100ADU-S100
340061STING1CLINICALLY ACTIONABLE, KINASEMK-1454
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