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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

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


Top

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
Page: 1 

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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00517016StomachGCbiological process involved in interaction with host29/1159203/187232.19e-056.53e-0429
GO:0006633StomachGCfatty acid biosynthetic process25/1159163/187232.36e-056.90e-0425
GO:00425935StomachGCglucose homeostasis34/1159258/187232.54e-057.31e-0434
GO:00335005StomachGCcarbohydrate homeostasis34/1159259/187232.76e-057.80e-0434
GO:00462096StomachGCnitric oxide metabolic process16/115981/187233.09e-058.48e-0416
GO:20010576StomachGCreactive nitrogen species metabolic process16/115982/187233.62e-059.51e-0416
GO:00469396StomachGCnucleotide phosphorylation18/1159101/187234.33e-051.06e-0318
GO:00620124StomachGCregulation of small molecule metabolic process40/1159334/187234.84e-051.15e-0340
GO:0042632StomachGCcholesterol homeostasis17/115996/187237.61e-051.64e-0317
GO:00060665StomachGCalcohol metabolic process41/1159353/187237.85e-051.68e-0341
GO:0055092StomachGCsterol homeostasis17/115997/187238.70e-051.81e-0317
GO:0055088StomachGClipid homeostasis24/1159167/187239.86e-052.00e-0324
GO:00061656StomachGCnucleoside diphosphate phosphorylation17/115999/187231.13e-042.16e-0317
GO:00801646StomachGCregulation of nitric oxide metabolic process13/115964/187231.25e-042.36e-0313
GO:00463944StomachGCcarboxylic acid biosynthetic process37/1159314/187231.28e-042.41e-0337
GO:00434675StomachGCregulation of generation of precursor metabolites and energy20/1159130/187231.43e-042.64e-0320
GO:00516516StomachGCmaintenance of location in cell28/1159214/187231.44e-042.65e-0328
GO:00160534StomachGCorganic acid biosynthetic process37/1159316/187231.46e-042.67e-0337
GO:0042304StomachGCregulation of fatty acid biosynthetic process11/115949/187231.61e-042.85e-0311
GO:00313316StomachGCpositive regulation of cellular catabolic process46/1159427/187231.79e-043.12e-0346
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
Page: 1 

Top

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
Page: 1