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: CSRP1

Gene summary for CSRP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CSRP1

Gene ID

1465

Gene namecysteine and glycine rich protein 1
Gene AliasCRP
Cytomap1q32.1
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

B4DY28


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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
1465CSRP1HTA11_347_2000001011HumanColorectumAD1.92e-062.94e-01-0.1954
1465CSRP1HTA11_696_2000001011HumanColorectumAD3.08e-032.35e-01-0.1464
1465CSRP1AEH-subject1HumanEndometriumAEH6.27e-07-3.46e-01-0.3059
1465CSRP1AEH-subject2HumanEndometriumAEH2.16e-11-4.44e-01-0.2525
1465CSRP1AEH-subject3HumanEndometriumAEH2.11e-09-4.08e-01-0.2576
1465CSRP1AEH-subject4HumanEndometriumAEH5.68e-05-3.76e-01-0.2657
1465CSRP1AEH-subject5HumanEndometriumAEH5.53e-10-4.16e-01-0.2953
1465CSRP1EEC-subject1HumanEndometriumEEC1.14e-12-4.78e-01-0.2682
1465CSRP1EEC-subject2HumanEndometriumEEC2.84e-17-4.79e-01-0.2607
1465CSRP1EEC-subject3HumanEndometriumEEC4.22e-22-4.21e-01-0.2525
1465CSRP1EEC-subject4HumanEndometriumEEC7.97e-04-3.51e-01-0.2571
1465CSRP1EEC-subject5HumanEndometriumEEC1.18e-04-3.18e-01-0.249
1465CSRP1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC3.46e-17-4.89e-01-0.1869
1465CSRP1GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC9.99e-19-5.60e-01-0.1875
1465CSRP1GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC2.32e-25-5.34e-01-0.1883
1465CSRP1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC2.79e-31-5.37e-01-0.1934
1465CSRP1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC3.07e-29-5.24e-01-0.1917
1465CSRP1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC9.60e-29-5.64e-01-0.1916
1465CSRP1LZE4THumanEsophagusESCC1.06e-052.37e-020.0811
1465CSRP1LZE7THumanEsophagusESCC2.95e-036.55e-010.0667
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
GO:0034109ColorectumADhomotypic cell-cell adhesion40/391890/187234.37e-071.67e-0540
GO:0042060ColorectumADwound healing128/3918422/187232.73e-067.89e-05128
GO:0031032ColorectumADactomyosin structure organization65/3918196/187234.17e-057.37e-0465
GO:0050878ColorectumADregulation of body fluid levels108/3918379/187232.54e-043.20e-03108
GO:0070527ColorectumADplatelet aggregation26/391867/187236.20e-046.48e-0326
GO:004206016EndometriumAEHwound healing91/2100422/187234.85e-104.61e-0891
GO:00605376EndometriumAEHmuscle tissue development83/2100403/187232.57e-081.50e-0683
GO:003103210EndometriumAEHactomyosin structure organization46/2100196/187238.00e-072.91e-0546
GO:003410915EndometriumAEHhomotypic cell-cell adhesion26/210090/187233.75e-061.00e-0426
GO:00426925EndometriumAEHmuscle cell differentiation68/2100384/187238.88e-051.30e-0368
GO:00075967EndometriumAEHblood coagulation43/2100217/187231.42e-041.89e-0343
GO:00075997EndometriumAEHhemostasis43/2100222/187232.39e-042.86e-0343
GO:00508177EndometriumAEHcoagulation43/2100222/187232.39e-042.86e-0343
GO:007052710EndometriumAEHplatelet aggregation18/210067/187233.09e-043.48e-0318
GO:00511465EndometriumAEHstriated muscle cell differentiation51/2100283/187234.20e-044.46e-0351
GO:005087815EndometriumAEHregulation of body fluid levels64/2100379/187235.40e-045.44e-0364
GO:00301683EndometriumAEHplatelet activation25/2100123/187232.26e-031.74e-0225
GO:004206017EndometriumEECwound healing92/2168422/187231.12e-099.58e-0892
GO:006053713EndometriumEECmuscle tissue development82/2168403/187232.14e-079.38e-0682
GO:003103214EndometriumEECactomyosin structure organization46/2168196/187231.94e-065.80e-0546
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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
CSRP1SNVMissense_Mutationc.5C>Gp.Pro2Argp.P2RP21291protein_codingdeleterious(0)benign(0.275)TCGA-A8-A09X-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
CSRP1SNVMissense_Mutationnovelc.383N>Tp.Ala128Valp.A128VP21291protein_codingdeleterious(0.04)benign(0.201)TCGA-MA-AA43-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
CSRP1SNVMissense_Mutationc.260C>Tp.Ser87Leup.S87LP21291protein_codingtolerated(0.31)benign(0.018)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CSRP1SNVMissense_Mutationrs760988527c.386N>Tp.Ala129Valp.A129VP21291protein_codingdeleterious(0)probably_damaging(0.975)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
CSRP1SNVMissense_Mutationnovelc.168T>Gp.Ile56Metp.I56MP21291protein_codingdeleterious(0.02)benign(0.417)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CSRP1SNVMissense_Mutationnovelc.395N>Cp.Val132Alap.V132AP21291protein_codingtolerated(0.18)possibly_damaging(0.709)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CSRP1SNVMissense_Mutationnovelc.482A>Cp.Lys161Thrp.K161TP21291protein_codingdeleterious(0.01)possibly_damaging(0.855)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CSRP1SNVMissense_Mutationrs754606251c.257A>Tp.Glu86Valp.E86VP21291protein_codingdeleterious(0.05)benign(0.194)TCGA-D1-A1O7-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CSRP1SNVMissense_Mutationnovelc.475N>Ap.Ala159Thrp.A159TP21291protein_codingtolerated(1)benign(0.081)TCGA-95-7567-01Lunglung adenocarcinomaMale<65I/IIChemotherapycisplatinSD
CSRP1SNVMissense_Mutationc.282N>Tp.Glu94Aspp.E94DP21291protein_codingtolerated(0.35)benign(0)TCGA-66-2754-01Lunglung squamous cell carcinomaMale>=65III/IVUnknownUnknownSD
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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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