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: CSRNP2

Gene summary for CSRNP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CSRNP2

Gene ID

81566

Gene namecysteine and serine rich nuclear protein 2
Gene AliasC12orf2
Cytomap12q13.12
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9H175


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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
81566CSRNP2LZE7THumanEsophagusESCC4.08e-021.41e-010.0667
81566CSRNP2LZE24THumanEsophagusESCC6.80e-081.85e-010.0596
81566CSRNP2P1T-EHumanEsophagusESCC4.25e-105.59e-010.0875
81566CSRNP2P2T-EHumanEsophagusESCC4.80e-212.16e-010.1177
81566CSRNP2P5T-EHumanEsophagusESCC3.60e-035.57e-020.1327
81566CSRNP2P8T-EHumanEsophagusESCC5.03e-111.12e-010.0889
81566CSRNP2P9T-EHumanEsophagusESCC5.43e-046.04e-020.1131
81566CSRNP2P10T-EHumanEsophagusESCC6.80e-098.73e-020.116
81566CSRNP2P11T-EHumanEsophagusESCC7.49e-081.68e-010.1426
81566CSRNP2P12T-EHumanEsophagusESCC2.52e-069.51e-020.1122
81566CSRNP2P15T-EHumanEsophagusESCC2.92e-099.75e-020.1149
81566CSRNP2P16T-EHumanEsophagusESCC2.52e-071.31e-010.1153
81566CSRNP2P20T-EHumanEsophagusESCC4.14e-061.48e-010.1124
81566CSRNP2P22T-EHumanEsophagusESCC2.13e-091.07e-010.1236
81566CSRNP2P23T-EHumanEsophagusESCC2.31e-061.38e-010.108
81566CSRNP2P24T-EHumanEsophagusESCC3.45e-131.18e-010.1287
81566CSRNP2P26T-EHumanEsophagusESCC3.05e-059.89e-020.1276
81566CSRNP2P27T-EHumanEsophagusESCC1.61e-151.61e-010.1055
81566CSRNP2P28T-EHumanEsophagusESCC6.68e-091.16e-010.1149
81566CSRNP2P31T-EHumanEsophagusESCC9.42e-101.07e-010.1251
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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
∗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
CSRNP2SNVMissense_Mutationrs755033547c.1361N>Cp.Leu454Prop.L454PQ9H175protein_codingdeleterious_low_confidence(0.01)benign(0.311)TCGA-A2-A0CW-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
CSRNP2SNVMissense_Mutationc.314N>Gp.Tyr105Cysp.Y105CQ9H175protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CSRNP2SNVMissense_Mutationc.1331C>Gp.Pro444Argp.P444RQ9H175protein_codingdeleterious_low_confidence(0.01)benign(0.112)TCGA-BH-A18V-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CSRNP2SNVMissense_Mutationrs777028747c.356N>Ap.Arg119Glnp.R119QQ9H175protein_codingtolerated(0.05)benign(0.219)TCGA-E9-A22D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilSD
CSRNP2insertionFrame_Shift_Insnovelc.872_873insATCTTTTTCAAAGp.Asp291GlufsTer6p.D291Efs*6Q9H175protein_codingTCGA-A2-A0CU-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
CSRNP2SNVMissense_Mutationrs377254873c.1105G>Ap.Glu369Lysp.E369KQ9H175protein_codingtolerated(0.08)benign(0.003)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
CSRNP2SNVMissense_Mutationnovelc.30N>Cp.Lys10Asnp.K10NQ9H175protein_codingdeleterious(0)probably_damaging(0.996)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CSRNP2SNVMissense_Mutationrs150988431c.1186N>Ap.Glu396Lysp.E396KQ9H175protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.458)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
CSRNP2SNVMissense_Mutationc.1513N>Tp.Pro505Serp.P505SQ9H175protein_codingdeleterious_low_confidence(0.01)benign(0.001)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CSRNP2SNVMissense_Mutationrs775963118c.1459N>Ap.Glu487Lysp.E487KQ9H175protein_codingdeleterious_low_confidence(0)benign(0.054)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<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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