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: ORAI1

Gene summary for ORAI1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ORAI1

Gene ID

84876

Gene nameORAI calcium release-activated calcium modulator 1
Gene AliasCRACM1
Cytomap12q24.31
Gene Typeprotein-coding
GO ID

GO:0002115

UniProtAcc

A0A024RBT3


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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
84876ORAI1HTA11_1938_2000001011HumanColorectumAD1.40e-022.04e-01-0.0811
84876ORAI1HTA11_347_2000001011HumanColorectumAD2.68e-041.46e-01-0.1954
84876ORAI1HTA11_83_2000001011HumanColorectumSER7.08e-032.04e-01-0.1526
84876ORAI1HTA11_1391_2000001011HumanColorectumAD6.04e-103.32e-01-0.059
84876ORAI1HTA11_546_2000001011HumanColorectumAD6.59e-052.62e-01-0.0842
84876ORAI1HTA11_866_3004761011HumanColorectumAD7.36e-041.61e-010.096
84876ORAI1HTA11_10711_2000001011HumanColorectumAD1.33e-031.55e-010.0338
84876ORAI1HTA11_7696_3000711011HumanColorectumAD1.96e-062.24e-010.0674
84876ORAI1HTA11_99999970781_79442HumanColorectumMSS9.95e-031.79e-010.294
84876ORAI1HTA11_99999965062_69753HumanColorectumMSI-H5.40e-035.57e-010.3487
84876ORAI1LZE24THumanEsophagusESCC6.95e-041.69e-010.0596
84876ORAI1P2T-EHumanEsophagusESCC4.91e-509.04e-010.1177
84876ORAI1P4T-EHumanEsophagusESCC8.64e-235.03e-010.1323
84876ORAI1P5T-EHumanEsophagusESCC1.70e-081.80e-010.1327
84876ORAI1P8T-EHumanEsophagusESCC1.42e-055.40e-020.0889
84876ORAI1P9T-EHumanEsophagusESCC2.02e-031.46e-010.1131
84876ORAI1P10T-EHumanEsophagusESCC1.91e-056.17e-020.116
84876ORAI1P11T-EHumanEsophagusESCC1.56e-072.44e-010.1426
84876ORAI1P12T-EHumanEsophagusESCC4.54e-091.56e-010.1122
84876ORAI1P16T-EHumanEsophagusESCC1.53e-132.90e-010.1153
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
∗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:0048732ColorectumADgland development149/3918436/187236.07e-116.33e-09149
GO:0030879ColorectumADmammary gland development53/3918137/187231.46e-064.58e-0553
GO:0061180ColorectumADmammary gland epithelium development28/391867/187238.74e-051.35e-0328
GO:00487321ColorectumSERgland development112/2897436/187231.75e-081.28e-06112
GO:00611801ColorectumSERmammary gland epithelium development22/289767/187233.11e-045.03e-0322
GO:00308791ColorectumSERmammary gland development37/2897137/187233.61e-045.61e-0337
GO:00487322ColorectumMSSgland development143/3467436/187233.85e-138.01e-11143
GO:00308792ColorectumMSSmammary gland development51/3467137/187231.88e-078.26e-0651
GO:00611802ColorectumMSSmammary gland epithelium development28/346767/187238.47e-062.11e-0428
GO:0051349ColorectumMSSpositive regulation of lyase activity10/346723/187235.06e-033.47e-0210
GO:00487323ColorectumMSI-Hgland development53/1319436/187237.08e-052.35e-0353
GO:0048732111EsophagusESCCgland development269/8552436/187237.81e-122.95e-10269
GO:003087914EsophagusESCCmammary gland development85/8552137/187238.11e-056.01e-0485
GO:00611807EsophagusESCCmammary gland epithelium development43/855267/187231.73e-037.97e-0343
GO:004873222LiverHCCgland development242/7958436/187232.26e-085.28e-07242
GO:00308795LiverHCCmammary gland development75/7958137/187232.52e-031.22e-0275
GO:004873220Oral cavityOSCCgland development226/7305436/187232.78e-085.39e-07226
GO:003087910Oral cavityOSCCmammary gland development69/7305137/187234.43e-031.79e-0269
GO:0048732110Oral cavityLPgland development149/4623436/187234.51e-069.17e-05149
GO:004873227SkincSCCgland development167/4864436/187237.64e-092.44e-07167
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa046112LiverHCCPlatelet activation71/4020124/84651.77e-024.15e-022.31e-0271
hsa0461111LiverHCCPlatelet activation71/4020124/84651.77e-024.15e-022.31e-0271
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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
ORAI1SNVMissense_Mutationnovelc.709N>Cp.Tyr237Hisp.Y237Hprotein_codingdeleterious_low_confidence(0)benign(0.185)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
ORAI1deletionFrame_Shift_Delnovelc.672delNp.His225ThrfsTer7p.H225Tfs*7protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
ORAI1SNVMissense_Mutationrs782280709c.251A>Gp.Asn84Serp.N84Sprotein_codingdeleterious(0.03)probably_damaging(0.926)TCGA-ZJ-AAX4-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
ORAI1SNVMissense_Mutationnovelc.614G>Ap.Arg205Glnp.R205Qprotein_codingtolerated(0.08)probably_damaging(0.978)TCGA-A6-2679-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ORAI1SNVMissense_Mutationnovelc.427N>Tp.Pro143Serp.P143Sprotein_codingtolerated_low_confidence(0.77)benign(0.003)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ORAI1SNVMissense_Mutationrs782538669c.310N>Tp.Arg104Cysp.R104Cprotein_codingdeleterious(0)probably_damaging(0.999)TCGA-A6-A565-01Colorectumcolon adenocarcinomaFemale<65III/IVUnspecific5FUPD
ORAI1SNVMissense_Mutationrs368310115c.221N>Tp.Ala74Valp.A74Vprotein_codingdeleterious(0)possibly_damaging(0.869)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ORAI1SNVMissense_Mutationnovelc.481N>Ap.Val161Ilep.V161Iprotein_codingtolerated(0.27)benign(0.017)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ORAI1SNVMissense_Mutationnovelc.636N>Tp.Glu212Aspp.E212Dprotein_codingtolerated(0.07)probably_damaging(0.978)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ORAI1SNVMissense_Mutationnovelc.686A>Cp.His229Prop.H229Pprotein_codingtolerated(0.25)benign(0)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
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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
84876ORAI1TRANSCRIPTION FACTOR, ION CHANNEL, TRANSPORTERCM2489
84876ORAI1TRANSCRIPTION FACTOR, ION CHANNEL, TRANSPORTERblocker381118797
84876ORAI1TRANSCRIPTION FACTOR, ION CHANNEL, TRANSPORTERblocker381118798
84876ORAI1TRANSCRIPTION FACTOR, ION CHANNEL, TRANSPORTERRP4010
84876ORAI1TRANSCRIPTION FACTOR, ION CHANNEL, TRANSPORTERblocker375973230
84876ORAI1TRANSCRIPTION FACTOR, ION CHANNEL, TRANSPORTERblocker375973229
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