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: STIM2

Gene summary for STIM2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STIM2

Gene ID

57620

Gene namestromal interaction molecule 2
Gene AliasSTIM2
Cytomap4p15.2
Gene Typeprotein-coding
GO ID

GO:0002115

UniProtAcc

B3KUB5


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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
57620STIM2LZE7THumanEsophagusESCC2.39e-051.55e-010.0667
57620STIM2LZE8THumanEsophagusESCC3.39e-081.57e-010.067
57620STIM2LZE24THumanEsophagusESCC8.25e-051.70e-010.0596
57620STIM2LZE21THumanEsophagusESCC1.42e-051.54e-010.0655
57620STIM2LZE6THumanEsophagusESCC2.27e-024.62e-020.0845
57620STIM2P1T-EHumanEsophagusESCC9.78e-051.83e-010.0875
57620STIM2P2T-EHumanEsophagusESCC4.69e-325.89e-010.1177
57620STIM2P4T-EHumanEsophagusESCC5.33e-051.07e-010.1323
57620STIM2P5T-EHumanEsophagusESCC3.08e-084.71e-020.1327
57620STIM2P8T-EHumanEsophagusESCC5.31e-183.23e-010.0889
57620STIM2P9T-EHumanEsophagusESCC2.06e-101.19e-010.1131
57620STIM2P10T-EHumanEsophagusESCC6.82e-254.84e-010.116
57620STIM2P11T-EHumanEsophagusESCC4.42e-061.31e-010.1426
57620STIM2P12T-EHumanEsophagusESCC9.24e-062.48e-010.1122
57620STIM2P15T-EHumanEsophagusESCC4.40e-223.19e-010.1149
57620STIM2P16T-EHumanEsophagusESCC9.47e-111.42e-010.1153
57620STIM2P20T-EHumanEsophagusESCC1.42e-051.91e-010.1124
57620STIM2P21T-EHumanEsophagusESCC6.93e-421.02e+000.1617
57620STIM2P22T-EHumanEsophagusESCC5.49e-061.09e-010.1236
57620STIM2P23T-EHumanEsophagusESCC1.15e-101.52e-010.108
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid 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:00725032Oral cavityEOLPcellular divalent inorganic cation homeostasis75/2218486/187239.77e-034.42e-0275
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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
STIM2SNVMissense_Mutationnovelc.1321C>Tp.Arg441Cysp.R441Cprotein_codingdeleterious(0)probably_damaging(0.993)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
STIM2insertionNonsense_Mutationnovelc.1097_1098insGTCTCATACCTGTAATCTCAGp.Tyr366delinsTerp.Y366delins*protein_codingTCGA-A2-A0EV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
STIM2deletionFrame_Shift_Delnovelc.855delNp.Leu286Terp.L286*protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
STIM2SNVMissense_Mutationrs150484445c.2105G>Ap.Arg702Hisp.R702Hprotein_codingtolerated_low_confidence(0.08)benign(0.04)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
STIM2SNVMissense_Mutationc.1756N>Cp.Glu586Glnp.E586Qprotein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.815)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
STIM2SNVMissense_Mutationnovelc.1964N>Gp.Ser655Cysp.S655Cprotein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.628)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
STIM2SNVMissense_Mutationc.1724N>Tp.Cys575Phep.C575Fprotein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.896)TCGA-ZJ-AAXU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
STIM2insertionIn_Frame_Insnovelc.1275-1_1275insAATTTTp.Lys425_Lys426insIleLeup.K425_K426insILprotein_codingTCGA-EX-A69M-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
STIM2SNVMissense_Mutationc.649G>Tp.Asp217Tyrp.D217Yprotein_codingdeleterious(0)probably_damaging(0.997)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
STIM2SNVMissense_Mutationc.1748N>Tp.Glu583Valp.E583Vprotein_codingdeleterious_low_confidence(0.01)probably_damaging(0.915)TCGA-AA-3684-01Colorectumcolon adenocarcinomaFemale>=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
57620STIM2DRUGGABLE GENOMEAMINOGLYCOSIDE ANTIBIOTIC17905723
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