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: RNPC3

Gene summary for RNPC3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RNPC3

Gene ID

55599

Gene nameRNA binding region (RNP1, RRM) containing 3
Gene AliasIGHD5
Cytomap1p21.1
Gene Typeprotein-coding
GO ID

GO:0000375

UniProtAcc

Q96LT9


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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
55599RNPC3LZE4THumanEsophagusESCC1.29e-027.12e-020.0811
55599RNPC3LZE7THumanEsophagusESCC8.39e-041.53e-010.0667
55599RNPC3LZE20THumanEsophagusESCC3.04e-071.69e-010.0662
55599RNPC3LZE24THumanEsophagusESCC1.08e-041.11e-010.0596
55599RNPC3LZE21THumanEsophagusESCC2.02e-022.62e-010.0655
55599RNPC3P1T-EHumanEsophagusESCC2.28e-136.50e-010.0875
55599RNPC3P2T-EHumanEsophagusESCC2.20e-202.14e-010.1177
55599RNPC3P4T-EHumanEsophagusESCC8.72e-121.88e-010.1323
55599RNPC3P5T-EHumanEsophagusESCC1.57e-223.67e-010.1327
55599RNPC3P8T-EHumanEsophagusESCC4.28e-163.32e-010.0889
55599RNPC3P9T-EHumanEsophagusESCC2.19e-142.30e-010.1131
55599RNPC3P10T-EHumanEsophagusESCC2.55e-253.83e-010.116
55599RNPC3P11T-EHumanEsophagusESCC7.01e-071.77e-010.1426
55599RNPC3P12T-EHumanEsophagusESCC1.94e-234.46e-010.1122
55599RNPC3P15T-EHumanEsophagusESCC3.34e-068.03e-020.1149
55599RNPC3P16T-EHumanEsophagusESCC1.11e-081.38e-010.1153
55599RNPC3P17T-EHumanEsophagusESCC4.23e-071.94e-010.1278
55599RNPC3P19T-EHumanEsophagusESCC1.11e-031.90e-010.1662
55599RNPC3P20T-EHumanEsophagusESCC1.31e-163.19e-010.1124
55599RNPC3P21T-EHumanEsophagusESCC1.25e-079.60e-020.1617
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:0008380111EsophagusESCCRNA splicing336/8552434/187231.74e-423.67e-39336
GO:0000375111EsophagusESCCRNA splicing, via transesterification reactions248/8552324/187233.05e-301.49e-27248
GO:0000377111EsophagusESCCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile244/8552320/187232.52e-291.07e-26244
GO:0000398111EsophagusESCCmRNA splicing, via spliceosome244/8552320/187232.52e-291.07e-26244
GO:000838013LungAISRNA splicing68/1849434/187238.50e-052.11e-0368
GO:000037713LungAISRNA splicing, via transesterification reactions with bulged adenosine as nucleophile49/1849320/187231.30e-031.63e-0249
GO:000039813LungAISmRNA splicing, via spliceosome49/1849320/187231.30e-031.63e-0249
GO:000037513LungAISRNA splicing, via transesterification reactions49/1849324/187231.69e-031.93e-0249
GO:0008380113ThyroidPTCRNA splicing273/5968434/187234.44e-411.40e-37273
GO:0000375113ThyroidPTCRNA splicing, via transesterification reactions202/5968324/187236.81e-303.91e-27202
GO:0000377113ThyroidPTCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile199/5968320/187232.96e-291.44e-26199
GO:0000398113ThyroidPTCmRNA splicing, via spliceosome199/5968320/187232.96e-291.44e-26199
GO:000838034ThyroidATCRNA splicing270/6293434/187237.50e-351.19e-31270
GO:000037534ThyroidATCRNA splicing, via transesterification reactions200/6293324/187231.75e-257.39e-23200
GO:000037734ThyroidATCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile197/6293320/187236.54e-252.18e-22197
GO:000039834ThyroidATCmRNA splicing, via spliceosome197/6293320/187236.54e-252.18e-22197
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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
RNPC3SNVMissense_Mutationc.285N>Tp.Leu95Phep.L95FQ96LT9protein_codingdeleterious(0.04)probably_damaging(0.999)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
RNPC3SNVMissense_Mutationc.151N>Cp.Gly51Argp.G51RQ96LT9protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AO-A124-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
RNPC3SNVMissense_Mutationnovelc.1406N>Gp.Ala469Glyp.A469GQ96LT9protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AR-A5QQ-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycarboplatinPD
RNPC3SNVMissense_Mutationnovelc.374T>Cp.Val125Alap.V125AQ96LT9protein_codingtolerated(0.34)benign(0.014)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RNPC3SNVMissense_Mutationrs753288069c.1030N>Ap.Glu344Lysp.E344KQ96LT9protein_codingtolerated(0.22)benign(0.045)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
RNPC3SNVMissense_Mutationnovelc.10C>Tp.Pro4Serp.P4SQ96LT9protein_codingdeleterious_low_confidence(0)benign(0.003)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
RNPC3SNVMissense_Mutationnovelc.1478N>Ap.Gly493Glup.G493EQ96LT9protein_codingtolerated(0.42)benign(0.076)TCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
RNPC3SNVMissense_Mutationc.1004N>Gp.Lys335Argp.K335RQ96LT9protein_codingtolerated(0.47)benign(0)TCGA-AG-A026-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownPD
RNPC3SNVMissense_Mutationnovelc.539N>Ap.Pro180Hisp.P180HQ96LT9protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RNPC3SNVMissense_Mutationnovelc.1547N>Tp.Lys516Metp.K516MQ96LT9protein_codingdeleterious_low_confidence(0)probably_damaging(0.956)TCGA-A5-A0G1-01Endometriumuterine 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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