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: SST

Gene summary for SST

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SST

Gene ID

6750

Gene namesomatostatin
Gene AliasSMST
Cytomap3q27.3
Gene Typeprotein-coding
GO ID

GO:0001101

UniProtAcc

P61278


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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
6750SSTHTA12-15-2HumanPancreasPDAC4.77e-351.96e+000.2315
6750SSTHTA12-18-3HumanPancreasPDAC3.38e-081.51e+000.0716
6750SSTHTA12-23-1HumanPancreasPDAC3.54e-151.61e+000.3405
6750SSTHTA12-25-1HumanPancreasPDAC3.30e-121.30e+000.313
6750SSTHTA12-26-1HumanPancreasPDAC1.58e-331.61e+000.3728
6750SSTHTA12-29-1HumanPancreasPDAC4.25e-921.68e+000.3722
6750SSTHTA12-32-1HumanPancreasPDAC3.11e-041.41e+000.3624
6750SSTHTA12-9-1HumanPancreasPDAC3.85e-301.44e+000.1532
6750SSTHTA12-9-2HumanPancreasPDAC4.61e-121.23e+000.0835
6750SSTHTA12-9-3HumanPancreasPDAC6.37e-301.93e+000.2045
6750SST4347-ECHumanPancreasPanIN7.20e-1151.54e+000.0572
6750SST4741-EC1HumanPancreasPanIN1.92e-035.95e-010.0223
6750SST4741-EC2HumanPancreasPanIN1.33e-025.07e-010.0194
6750SSTDS20191261TumorHumanPancreasPDAC1.75e-07-8.19e-010.1367
6750SSTPat25-AHumanStomachCAG with IM3.78e-06-1.86e-02-0.1648
6750SSTNAG_3HumanStomachCSG5.40e-208.60e-01-0.2816
6750SSTCAG_1HumanStomachCAG1.67e-064.88e-01-0.3206
6750SSTCAG_2HumanStomachCAG4.07e-266.88e-01-0.2831
6750SSTCAG_3HumanStomachCAG1.41e-195.38e-01-0.2766
6750SSTWIM_2HumanStomachWIM3.10e-022.12e-010.1159
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
∗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:003166722LiverHCCresponse to nutrient levels276/7958474/187232.30e-121.08e-10276
GO:004854522LiverHCCresponse to steroid hormone206/7958339/187236.81e-122.92e-10206
GO:007138322LiverHCCcellular response to steroid hormone stimulus128/7958204/187233.92e-091.04e-07128
GO:004259421LiverHCCresponse to starvation121/7958197/187236.08e-081.28e-06121
GO:005138421LiverHCCresponse to glucocorticoid90/7958148/187235.18e-066.47e-0590
GO:003196021LiverHCCresponse to corticosteroid98/7958167/187231.73e-051.87e-0498
GO:007138421LiverHCCcellular response to corticosteroid stimulus41/795861/187238.37e-057.36e-0441
GO:007138521LiverHCCcellular response to glucocorticoid stimulus38/795856/187231.11e-049.41e-0438
GO:000975521LiverHCChormone-mediated signaling pathway106/7958190/187231.45e-041.17e-03106
GO:00323552LiverHCCresponse to estradiol81/7958141/187232.39e-041.79e-0381
GO:00075861StomachCAG with IMdigestion29/1050137/187234.42e-106.93e-0829
GO:000941011StomachCAG with IMresponse to xenobiotic stimulus54/1050462/187232.55e-071.60e-0554
GO:004854511StomachCAG with IMresponse to steroid hormone40/1050339/187237.19e-062.57e-0440
GO:00092661StomachCAG with IMresponse to temperature stimulus25/1050178/187232.09e-056.09e-0425
GO:003166711StomachCAG with IMresponse to nutrient levels48/1050474/187235.51e-051.38e-0348
GO:00094081StomachCAG with IMresponse to heat16/1050110/187234.13e-046.53e-0316
GO:00075841StomachCAG with IMresponse to nutrient19/1050174/187234.17e-033.57e-0219
GO:00075862StomachCSGdigestion25/1034137/187231.15e-078.25e-0625
GO:000941021StomachCSGresponse to xenobiotic stimulus53/1034462/187233.69e-072.22e-0553
GO:004854521StomachCSGresponse to steroid hormone40/1034339/187234.99e-061.94e-0440
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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
SSTSNVMissense_Mutationc.173N>Tp.Ser58Phep.S58FP61278protein_codingdeleterious(0)possibly_damaging(0.855)TCGA-C8-A12K-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SSTSNVMissense_Mutationrs763961867c.14N>Ap.Arg5Hisp.R5HP61278protein_codingtolerated(0.13)possibly_damaging(0.765)TCGA-UC-A7PF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SSTSNVMissense_Mutationc.263N>Tp.Arg88Ilep.R88IP61278protein_codingdeleterious(0)probably_damaging(0.991)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SSTSNVMissense_Mutationnovelc.43N>Cp.Ile15Leup.I15LP61278protein_codingtolerated(1)benign(0)TCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SSTSNVMissense_Mutationc.302N>Ap.Arg101Hisp.R101HP61278protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SSTinsertionFrame_Shift_Insnovelc.44_45insTAp.Val16ThrfsTer68p.V16Tfs*68P61278protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SSTSNVMissense_Mutationc.13C>Tp.Arg5Cysp.R5CP61278protein_codingdeleterious(0)possibly_damaging(0.828)TCGA-AJ-A3BG-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
SSTSNVMissense_Mutationnovelc.181N>Gp.Asn61Aspp.N61DP61278protein_codingtolerated(0.36)benign(0.003)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
SSTSNVMissense_Mutationrs149673471c.188N>Tp.Thr63Metp.T63MP61278protein_codingdeleterious(0.03)benign(0.215)TCGA-AX-A0IZ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SSTSNVMissense_Mutationrs778157951c.40N>Cp.Ser14Prop.S14PP61278protein_codingtolerated(0.23)possibly_damaging(0.638)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
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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
6750SSTHORMONE ACTIVITY, DRUGGABLE GENOMEESTRADIOL BENZOATE10211766
6750SSTHORMONE ACTIVITY, DRUGGABLE GENOMEGANCICLOVIRGANCICLOVIR10766345
6750SSTHORMONE ACTIVITY, DRUGGABLE GENOMESTREPTOZOTOCINSTREPTOZOCIN7664670
6750SSTHORMONE ACTIVITY, DRUGGABLE GENOMECAPTOPRILCAPTOPRIL2864479
6750SSTHORMONE ACTIVITY, DRUGGABLE GENOMEFREUND&APOS;S ADJUVANT15146439
6750SSTHORMONE ACTIVITY, DRUGGABLE GENOMEACETYLSALICYLIC ACID6108875
6750SSTHORMONE ACTIVITY, DRUGGABLE GENOMEVALINOMYCINVALINOMYCIN6129560
6750SSTHORMONE ACTIVITY, DRUGGABLE GENOMELITHIUMLITHIUM2888503
6750SSTHORMONE ACTIVITY, DRUGGABLE GENOMEVALPROIC ACID1972258
6750SSTHORMONE ACTIVITY, DRUGGABLE GENOMEBOMBESIN ANTAGONIST1976209
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