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: RCN2

Gene summary for RCN2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RCN2

Gene ID

5955

Gene namereticulocalbin 2
Gene AliasE6BP
Cytomap15q24.3
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q14257


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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
5955RCN2AEH-subject1HumanEndometriumAEH4.49e-10-3.35e-01-0.3059
5955RCN2AEH-subject2HumanEndometriumAEH5.88e-06-2.74e-01-0.2525
5955RCN2AEH-subject3HumanEndometriumAEH5.93e-09-2.64e-01-0.2576
5955RCN2AEH-subject4HumanEndometriumAEH1.32e-02-3.07e-01-0.2657
5955RCN2AEH-subject5HumanEndometriumAEH4.17e-09-3.40e-01-0.2953
5955RCN2EEC-subject1HumanEndometriumEEC5.91e-06-1.14e-01-0.2682
5955RCN2EEC-subject2HumanEndometriumEEC7.97e-13-4.32e-01-0.2607
5955RCN2EEC-subject3HumanEndometriumEEC3.33e-37-1.31e-01-0.2525
5955RCN2EEC-subject4HumanEndometriumEEC1.46e-02-2.85e-01-0.2571
5955RCN2EEC-subject5HumanEndometriumEEC3.10e-08-3.14e-01-0.249
5955RCN2GSM5276934HumanEndometriumEEC1.41e-14-4.40e-01-0.0913
5955RCN2GSM5276935HumanEndometriumEEC7.04e-093.48e-01-0.123
5955RCN2GSM5276937HumanEndometriumEEC3.09e-03-3.49e-01-0.0897
5955RCN2GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.13e-26-4.36e-01-0.1869
5955RCN2GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC2.41e-27-3.13e-01-0.1875
5955RCN2GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.24e-27-2.78e-01-0.1883
5955RCN2GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC2.92e-25-2.08e-01-0.1934
5955RCN2GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC6.28e-48-4.14e-01-0.1917
5955RCN2GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC9.24e-41-4.79e-01-0.1916
5955RCN2GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC1.41e-057.33e-02-0.1269
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
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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
RCN2SNVMissense_Mutationnovelc.563N>Ap.Ser188Asnp.S188NQ14257protein_codingtolerated(1)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RCN2SNVMissense_Mutationc.919C>Ap.Leu307Metp.L307MQ14257protein_codingtolerated(0.06)benign(0.232)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
RCN2SNVMissense_Mutationrs766204743c.784N>Ap.Asp262Asnp.D262NQ14257protein_codingtolerated(0.12)benign(0.062)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
RCN2deletionFrame_Shift_Delc.331delNp.Asn112ThrfsTer6p.N112Tfs*6Q14257protein_codingTCGA-D5-6530-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RCN2SNVMissense_Mutationnovelc.443N>Tp.Arg148Metp.R148MQ14257protein_codingdeleterious(0.01)probably_damaging(0.974)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
RCN2SNVMissense_Mutationrs556906206c.494G>Ap.Arg165Glnp.R165QQ14257protein_codingtolerated(0.1)benign(0.009)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
RCN2SNVMissense_Mutationnovelc.473N>Tp.Ser158Phep.S158FQ14257protein_codingtolerated_low_confidence(0.35)benign(0.003)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
RCN2SNVMissense_Mutationrs751566644c.844N>Ap.Ala282Thrp.A282TQ14257protein_codingdeleterious(0)possibly_damaging(0.82)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RCN2SNVMissense_Mutationrs770494865c.936N>Tp.Leu312Phep.L312FQ14257protein_codingdeleterious(0)possibly_damaging(0.694)TCGA-BG-A187-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RCN2SNVMissense_Mutationnovelc.602N>Cp.Val201Alap.V201AQ14257protein_codingtolerated(0.14)possibly_damaging(0.57)TCGA-BG-A222-01Endometriumuterine 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
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