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: CSRP2

Gene summary for CSRP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CSRP2

Gene ID

1466

Gene namecysteine and glycine rich protein 2
Gene AliasCRP2
Cytomap12q21.2
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

A0A024RBB5


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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
1466CSRP2LZE4THumanEsophagusESCC7.70e-055.66e-010.0811
1466CSRP2LZE7THumanEsophagusESCC1.24e-091.58e+000.0667
1466CSRP2LZE8THumanEsophagusESCC4.26e-053.38e-010.067
1466CSRP2LZE20THumanEsophagusESCC5.03e-032.88e-010.0662
1466CSRP2LZE24THumanEsophagusESCC5.65e-064.71e-020.0596
1466CSRP2P1T-EHumanEsophagusESCC1.48e-032.25e-010.0875
1466CSRP2P2T-EHumanEsophagusESCC2.01e-741.83e+000.1177
1466CSRP2P4T-EHumanEsophagusESCC1.87e-321.36e+000.1323
1466CSRP2P5T-EHumanEsophagusESCC1.43e-601.51e+000.1327
1466CSRP2P9T-EHumanEsophagusESCC3.80e-024.03e-010.1131
1466CSRP2P10T-EHumanEsophagusESCC8.39e-196.10e-010.116
1466CSRP2P11T-EHumanEsophagusESCC1.62e-101.37e+000.1426
1466CSRP2P12T-EHumanEsophagusESCC2.66e-053.36e-010.1122
1466CSRP2P15T-EHumanEsophagusESCC6.56e-259.51e-010.1149
1466CSRP2P16T-EHumanEsophagusESCC1.01e-862.31e+000.1153
1466CSRP2P17T-EHumanEsophagusESCC3.90e-079.76e-010.1278
1466CSRP2P19T-EHumanEsophagusESCC1.16e-071.94e+000.1662
1466CSRP2P20T-EHumanEsophagusESCC2.33e-249.70e-010.1124
1466CSRP2P21T-EHumanEsophagusESCC8.12e-371.12e+000.1617
1466CSRP2P22T-EHumanEsophagusESCC4.40e-154.35e-010.1236
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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
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
GO:006053716EsophagusESCCmuscle tissue development211/8552403/187233.84e-031.56e-02211
GO:003103219EsophagusESCCactomyosin structure organization108/8552196/187234.86e-031.88e-02108
GO:003103212LiverCirrhoticactomyosin structure organization74/4634196/187233.39e-054.17e-0474
GO:003103222LiverHCCactomyosin structure organization109/7958196/187231.39e-041.13e-03109
GO:00605378Oral cavityOSCCmuscle tissue development185/7305403/187232.60e-031.14e-02185
GO:00426927Oral cavityOSCCmuscle cell differentiation175/7305384/187234.79e-031.92e-02175
GO:003103217Oral cavityOSCCactomyosin structure organization93/7305196/187239.63e-033.41e-0293
GO:004269214Oral cavityEOLPmuscle cell differentiation77/2218384/187232.18e-064.91e-0577
GO:006053715Oral cavityEOLPmuscle tissue development77/2218403/187231.37e-052.31e-0477
GO:00511467Oral cavityEOLPstriated muscle cell differentiation57/2218283/187233.82e-055.25e-0457
GO:003103218Oral cavityEOLPactomyosin structure organization39/2218196/187237.64e-046.12e-0339
GO:00550013Oral cavityEOLPmuscle cell development34/2218184/187235.53e-032.86e-0234
GO:003103215ProstateBPHactomyosin structure organization63/3107196/187235.78e-081.57e-0663
GO:00605377ProstateBPHmuscle tissue development100/3107403/187231.35e-051.76e-04100
GO:00426926ProstateBPHmuscle cell differentiation88/3107384/187237.59e-045.01e-0388
GO:00550012ProstateBPHmuscle cell development43/3107184/187231.08e-024.49e-0243
GO:00511466ProstateBPHstriated muscle cell differentiation62/3107283/187231.15e-024.68e-0262
GO:003103216ProstateTumoractomyosin structure organization63/3246196/187232.94e-076.72e-0663
GO:006053714ProstateTumormuscle tissue development107/3246403/187231.93e-063.34e-05107
GO:004269213ProstateTumormuscle cell differentiation93/3246384/187233.45e-042.73e-0393
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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
CSRP2SNVMissense_Mutationc.453N>Cp.Lys151Asnp.K151NQ16527protein_codingdeleterious(0)probably_damaging(0.966)TCGA-DG-A2KL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
CSRP2SNVMissense_Mutationrs548686771c.229N>Ap.Ala77Thrp.A77TQ16527protein_codingdeleterious(0)possibly_damaging(0.541)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
CSRP2SNVMissense_Mutationc.95N>Ap.Arg32Hisp.R32HQ16527protein_codingdeleterious(0)possibly_damaging(0.505)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
CSRP2SNVMissense_Mutationnovelc.355T>Cp.Cys119Argp.C119RQ16527protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A01D-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapycapecitabinePD
CSRP2SNVMissense_Mutationnovelc.354G>Tp.Lys118Asnp.K118NQ16527protein_codingtolerated(0.3)benign(0.197)TCGA-AA-A01D-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapycapecitabinePD
CSRP2SNVMissense_Mutationrs762670612c.250C>Tp.Arg84Cysp.R84CQ16527protein_codingdeleterious(0.05)possibly_damaging(0.462)TCGA-AG-A02G-01Colorectumrectum adenocarcinomaMale>=65III/IVChemotherapyfolinicPD
CSRP2SNVMissense_Mutationnovelc.470N>Ap.Thr157Asnp.T157NQ16527protein_codingtolerated(0.32)benign(0.072)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CSRP2SNVMissense_Mutationnovelc.371N>Gp.Asp124Glyp.D124GQ16527protein_codingtolerated(0.12)benign(0.001)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CSRP2SNVMissense_Mutationnovelc.304A>Cp.Thr102Prop.T102PQ16527protein_codingtolerated(0.08)benign(0.022)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CSRP2SNVMissense_Mutationnovelc.413N>Tp.Pro138Leup.P138LQ16527protein_codingtolerated(0.52)benign(0.152)TCGA-AP-A5FX-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapycarboplatinPD
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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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