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: RCAN3

Gene summary for RCAN3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RCAN3

Gene ID

11123

Gene nameRCAN family member 3
Gene AliasDSCR1L2
Cytomap1p36.11
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

A0A024RAH2


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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
11123RCAN3P21T-EHumanEsophagusESCC1.98e-275.60e-010.1617
11123RCAN3P22T-EHumanEsophagusESCC2.89e-081.41e-010.1236
11123RCAN3P23T-EHumanEsophagusESCC6.19e-214.78e-010.108
11123RCAN3P24T-EHumanEsophagusESCC5.03e-091.99e-010.1287
11123RCAN3P26T-EHumanEsophagusESCC3.06e-213.59e-010.1276
11123RCAN3P27T-EHumanEsophagusESCC2.39e-386.33e-010.1055
11123RCAN3P28T-EHumanEsophagusESCC8.39e-193.94e-010.1149
11123RCAN3P30T-EHumanEsophagusESCC1.05e-145.74e-010.137
11123RCAN3P31T-EHumanEsophagusESCC1.47e-264.05e-010.1251
11123RCAN3P32T-EHumanEsophagusESCC1.16e-315.12e-010.1666
11123RCAN3P37T-EHumanEsophagusESCC6.32e-265.39e-010.1371
11123RCAN3P38T-EHumanEsophagusESCC4.39e-072.96e-010.127
11123RCAN3P39T-EHumanEsophagusESCC4.76e-132.41e-010.0894
11123RCAN3P40T-EHumanEsophagusESCC2.08e-073.17e-010.109
11123RCAN3P42T-EHumanEsophagusESCC2.12e-051.98e-010.1175
11123RCAN3P47T-EHumanEsophagusESCC2.06e-026.98e-020.1067
11123RCAN3P48T-EHumanEsophagusESCC1.54e-091.89e-010.0959
11123RCAN3P49T-EHumanEsophagusESCC3.22e-181.35e+000.1768
11123RCAN3P52T-EHumanEsophagusESCC1.84e-163.14e-010.1555
11123RCAN3P54T-EHumanEsophagusESCC2.02e-184.36e-010.0975
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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
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
RCAN3SNVMissense_Mutationc.349N>Gp.Leu117Valp.L117VQ9UKA8protein_codingtolerated(0.05)probably_damaging(0.999)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
RCAN3SNVMissense_Mutationc.610N>Ap.Glu204Lysp.E204KQ9UKA8protein_codingtolerated(0.07)probably_damaging(0.997)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
RCAN3SNVMissense_Mutationrs777266872c.325G>Ap.Glu109Lysp.E109KQ9UKA8protein_codingtolerated(0.4)possibly_damaging(0.479)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RCAN3SNVMissense_Mutationnovelc.71A>Gp.Glu24Glyp.E24GQ9UKA8protein_codingdeleterious(0.03)probably_damaging(0.986)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RCAN3SNVMissense_Mutationnovelc.671N>Tp.Pro224Leup.P224LQ9UKA8protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RCAN3SNVMissense_Mutationnovelc.23N>Tp.Ser8Phep.S8FQ9UKA8protein_codingdeleterious_low_confidence(0)possibly_damaging(0.603)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RCAN3SNVMissense_Mutationrs553942744c.718N>Ap.Ala240Thrp.A240TQ9UKA8protein_codingtolerated_low_confidence(0.53)benign(0)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RCAN3SNVMissense_Mutationnovelc.211C>Ap.Leu71Ilep.L71IQ9UKA8protein_codingdeleterious(0.04)possibly_damaging(0.817)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
RCAN3SNVMissense_Mutationnovelc.470G>Tp.Trp157Leup.W157LQ9UKA8protein_codingdeleterious(0.03)benign(0.033)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
RCAN3SNVMissense_Mutationrs764690503c.488N>Tp.Ala163Valp.A163VQ9UKA8protein_codingdeleterious(0)possibly_damaging(0.753)TCGA-D1-A15X-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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