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: ORAI2

Gene summary for ORAI2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ORAI2

Gene ID

80228

Gene nameORAI calcium release-activated calcium modulator 2
Gene AliasC7orf19
Cytomap7q22.1
Gene Typeprotein-coding
GO ID

GO:0002115

UniProtAcc

Q96SN7


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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
80228ORAI2P1T-EHumanEsophagusESCC4.26e-022.27e-010.0875
80228ORAI2P2T-EHumanEsophagusESCC3.39e-601.10e+000.1177
80228ORAI2P4T-EHumanEsophagusESCC7.65e-071.58e-010.1323
80228ORAI2P5T-EHumanEsophagusESCC1.80e-043.77e-020.1327
80228ORAI2P8T-EHumanEsophagusESCC2.35e-131.51e-010.0889
80228ORAI2P10T-EHumanEsophagusESCC3.35e-203.24e-010.116
80228ORAI2P11T-EHumanEsophagusESCC3.90e-041.90e-010.1426
80228ORAI2P12T-EHumanEsophagusESCC4.08e-049.13e-020.1122
80228ORAI2P15T-EHumanEsophagusESCC2.04e-051.43e-010.1149
80228ORAI2P16T-EHumanEsophagusESCC1.74e-213.25e-010.1153
80228ORAI2P17T-EHumanEsophagusESCC3.57e-022.37e-010.1278
80228ORAI2P21T-EHumanEsophagusESCC2.08e-091.65e-010.1617
80228ORAI2P23T-EHumanEsophagusESCC1.64e-041.46e-010.108
80228ORAI2P24T-EHumanEsophagusESCC1.16e-031.47e-010.1287
80228ORAI2P26T-EHumanEsophagusESCC1.97e-041.56e-010.1276
80228ORAI2P27T-EHumanEsophagusESCC5.87e-079.71e-020.1055
80228ORAI2P28T-EHumanEsophagusESCC4.40e-071.73e-010.1149
80228ORAI2P30T-EHumanEsophagusESCC3.66e-061.57e-010.137
80228ORAI2P31T-EHumanEsophagusESCC4.00e-101.73e-010.1251
80228ORAI2P32T-EHumanEsophagusESCC7.84e-071.75e-010.1666
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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
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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
ORAI2SNVMissense_Mutationc.662N>Gp.Ser221Cysp.S221CQ96SN7protein_codingdeleterious(0)possibly_damaging(0.811)TCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
ORAI2SNVMissense_Mutationnovelc.250G>Cp.Glu84Glnp.E84QQ96SN7protein_codingtolerated(0.1)benign(0.099)TCGA-MY-A913-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ORAI2SNVMissense_Mutationc.655N>Cp.Tyr219Hisp.Y219HQ96SN7protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ORAI2SNVMissense_Mutationrs771911609c.670N>Tp.Arg224Cysp.R224CQ96SN7protein_codingdeleterious(0.03)possibly_damaging(0.787)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ORAI2SNVMissense_Mutationc.680N>Tp.Thr227Metp.T227MQ96SN7protein_codingtolerated(0.22)probably_damaging(0.976)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ORAI2SNVMissense_Mutationc.497T>Cp.Val166Alap.V166AQ96SN7protein_codingtolerated(1)possibly_damaging(0.566)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
ORAI2SNVMissense_Mutationrs752254400c.422G>Ap.Arg141Hisp.R141HQ96SN7protein_codingdeleterious(0.03)probably_damaging(0.998)TCGA-DM-A285-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
ORAI2SNVMissense_Mutationc.410N>Tp.Ser137Phep.S137FQ96SN7protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AG-A015-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownPD
ORAI2SNVMissense_Mutationnovelc.5G>Tp.Ser2Ilep.S2IQ96SN7protein_codingdeleterious_low_confidence(0)possibly_damaging(0.636)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ORAI2SNVMissense_Mutationnovelc.427N>Tp.His143Tyrp.H143YQ96SN7protein_codingdeleterious(0)probably_damaging(0.982)TCGA-AJ-A3OL-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
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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
80228ORAI2ION CHANNELblocker381118798
80228ORAI2ION CHANNELblocker381118797
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