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: INS

Gene summary for INS

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

INS

Gene ID

3630

Gene nameinsulin
Gene AliasIDDM
Cytomap11p15.5
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

I3WAC9


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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
3630INSHTA12-15-2HumanPancreasPDAC4.21e-076.33e-010.2315
3630INSHTA12-16-5HumanPancreasPDAC1.34e-095.46e-010.047
3630INSHTA12-29-1HumanPancreasPDAC1.10e-175.45e-010.3722
3630INSHTA12-9-1HumanPancreasPDAC1.54e-023.32e-010.1532
3630INSHTA12-9-2HumanPancreasPDAC3.02e-06-8.82e-010.0835
3630INS3829-ECHumanPancreasPanIN3.51e-447.24e-010.009
3630INS4347-ECHumanPancreasPanIN4.13e-1871.20e+000.0572
3630INS4741-EC1HumanPancreasPanIN1.43e-458.66e-010.0223
3630INS181429HumanPancreasPDAC1.38e-04-1.64e+000.1416
3630INSDS20191261TumorHumanPancreasPDAC1.19e-32-1.64e+000.1367
3630INSDS20191261TumorKellerHumanPancreasPDAC1.12e-06-1.64e+000.1407
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
∗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:004603414BreastIDCATP metabolic process85/1434277/187236.42e-301.82e-2685
GO:000609113BreastIDCgeneration of precursor metabolites and energy103/1434490/187231.53e-211.74e-18103
GO:001598013BreastIDCenergy derivation by oxidation of organic compounds73/1434318/187238.70e-183.80e-1573
GO:001603214BreastIDCviral process75/1434415/187231.98e-124.02e-1075
GO:004440314BreastIDCbiological process involved in symbiotic interaction52/1434290/187236.55e-095.03e-0752
GO:000915014BreastIDCpurine ribonucleotide metabolic process55/1434368/187231.30e-065.72e-0555
GO:001969314BreastIDCribose phosphate metabolic process58/1434396/187231.31e-065.73e-0558
GO:000675313BreastIDCnucleoside phosphate metabolic process68/1434497/187232.01e-068.23e-0568
GO:000911713BreastIDCnucleotide metabolic process67/1434489/187232.28e-069.05e-0567
GO:005165114BreastIDCmaintenance of location in cell37/1434214/187232.39e-069.35e-0537
GO:000925914BreastIDCribonucleotide metabolic process56/1434385/187232.47e-069.63e-0556
GO:005170114BreastIDCbiological process involved in interaction with host35/1434203/187234.72e-061.63e-0435
GO:000616314BreastIDCpurine nucleotide metabolic process56/1434396/187235.90e-061.90e-0456
GO:004693913BreastIDCnucleotide phosphorylation22/1434101/187236.31e-061.98e-0422
GO:004518514BreastIDCmaintenance of protein location21/143494/187236.69e-062.05e-0421
GO:007097213BreastIDCprotein localization to endoplasmic reticulum18/143474/187238.58e-062.47e-0418
GO:005123513BreastIDCmaintenance of location48/1434327/187239.90e-062.77e-0448
GO:007252114BreastIDCpurine-containing compound metabolic process57/1434416/187231.28e-053.31e-0457
GO:000616513BreastIDCnucleoside diphosphate phosphorylation21/143499/187231.57e-053.94e-0421
GO:003250714BreastIDCmaintenance of protein location in cell16/143465/187232.29e-055.51e-0416
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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
NAMPTINSRNAMPT_INSRVISFATINBreastADJ
NAMPTINSRNAMPT_INSRVISFATINBreastHealthy
NAMPTINSRNAMPT_INSRVISFATINBreastIDC
NAMPTINSRNAMPT_INSRVISFATINBreastPrecancer
NAMPTINSRNAMPT_INSRVISFATINCervixADJ
NAMPTINSRNAMPT_INSRVISFATINCervixHealthy
NAMPTINSRNAMPT_INSRVISFATINCervixPrecancer
NAMPTINSRNAMPT_INSRVISFATINCRCADJ
NAMPTINSRNAMPT_INSRVISFATINCRCCRC
NAMPTINSRNAMPT_INSRVISFATINCRCFAP
NAMPTINSRNAMPT_INSRVISFATINCRCHealthy
NAMPTINSRNAMPT_INSRVISFATINCRCMSI-H
NAMPTINSRNAMPT_INSRVISFATINCRCMSS
NAMPTINSRNAMPT_INSRVISFATINEndometriumADJ
NAMPTINSRNAMPT_INSRVISFATINEndometriumAEH
NAMPTINSRNAMPT_INSRVISFATINEndometriumEEC
NAMPTINSRNAMPT_INSRVISFATINEndometriumHealthy
NAMPTINSRNAMPT_INSRVISFATINEsophagusESCC
NAMPTINSRNAMPT_INSRVISFATINGCADJ
NAMPTINSRNAMPT_INSRVISFATINGCGC
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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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