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: CRIP1

Gene summary for CRIP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CRIP1

Gene ID

1396

Gene namecysteine rich protein 1
Gene AliasCRHP
Cytomap14q32.33
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P50238


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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
1396CRIP1GSM4909287HumanBreastIDC1.96e-073.17e-010.2057
1396CRIP1GSM4909289HumanBreastIDC4.59e-138.46e-010.1064
1396CRIP1GSM4909290HumanBreastIDC1.24e-951.65e+000.2096
1396CRIP1GSM4909293HumanBreastIDC8.65e-427.39e-010.1581
1396CRIP1GSM4909294HumanBreastIDC2.97e-217.03e-010.2022
1396CRIP1GSM4909295HumanBreastIDC2.87e-074.80e-010.0898
1396CRIP1GSM4909296HumanBreastIDC2.46e-1061.73e+000.1524
1396CRIP1GSM4909297HumanBreastIDC7.02e-074.21e-010.1517
1396CRIP1GSM4909301HumanBreastIDC3.22e-1361.75e+000.1577
1396CRIP1GSM4909302HumanBreastIDC5.62e-531.09e+000.1545
1396CRIP1GSM4909303HumanBreastIDC1.66e-055.34e-010.0438
1396CRIP1GSM4909304HumanBreastIDC4.37e-1021.32e+000.1636
1396CRIP1GSM4909305HumanBreastIDC5.81e-154.88e-010.0436
1396CRIP1GSM4909306HumanBreastIDC2.60e-521.02e+000.1564
1396CRIP1GSM4909307HumanBreastIDC6.43e-205.89e-010.1569
1396CRIP1GSM4909308HumanBreastIDC3.87e-021.36e-010.158
1396CRIP1GSM4909309HumanBreastIDC1.44e-167.14e-010.0483
1396CRIP1GSM4909311HumanBreastIDC2.56e-441.14e+000.1534
1396CRIP1GSM4909312HumanBreastIDC5.70e-521.16e+000.1552
1396CRIP1GSM4909313HumanBreastIDC9.10e-421.23e+000.0391
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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
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
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:00714788Oral cavityOSCCcellular response to radiation109/7305186/187234.54e-088.45e-07109
GO:006145817Oral cavityOSCCreproductive system development217/7305427/187233.75e-075.63e-06217
GO:004860816Oral cavityOSCCreproductive structure development214/7305424/187238.58e-071.18e-05214
GO:001003820Oral cavityOSCCresponse to metal ion188/7305373/187234.34e-065.00e-05188
GO:00466773Oral cavityOSCCresponse to antibiotic32/730547/187235.11e-054.27e-0432
GO:00094164Oral cavityOSCCresponse to light stimulus159/7305320/187235.98e-054.92e-04159
GO:0071482Oral cavityOSCCcellular response to light stimulus66/7305123/187236.74e-043.77e-0366
GO:00016558Oral cavityOSCCurogenital system development160/7305338/187231.03e-035.31e-03160
GO:002261214Oral cavityOSCCgland morphogenesis62/7305118/187231.91e-038.94e-0362
GO:00308505Oral cavityOSCCprostate gland development27/730545/187233.49e-031.47e-0227
GO:00712365Oral cavityOSCCcellular response to antibiotic10/730514/187231.44e-024.69e-0210
GO:0097193110Oral cavityLPintrinsic apoptotic signaling pathway146/4623288/187239.76e-222.78e-19146
GO:000863019Oral cavityLPintrinsic apoptotic signaling pathway in response to DNA damage51/462399/187238.01e-093.20e-0751
GO:007121417Oral cavityLPcellular response to abiotic stimulus121/4623331/187238.45e-072.20e-05121
GO:010400417Oral cavityLPcellular response to environmental stimulus121/4623331/187238.45e-072.20e-05121
GO:000941112Oral cavityLPresponse to UV63/4623149/187231.74e-064.05e-0563
GO:000931417Oral cavityLPresponse to radiation155/4623456/187234.12e-068.49e-05155
GO:0048732110Oral cavityLPgland development149/4623436/187234.51e-069.17e-05149
GO:007147815Oral cavityLPcellular response to radiation73/4623186/187237.44e-061.41e-0473
GO:003464412Oral cavityLPcellular response to UV40/462390/187233.28e-055.02e-0440
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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
CRIP1deletionFrame_Shift_Delc.121delNp.Gly42AlafsTer?p.G42Afs*?P50238protein_codingTCGA-KK-A5A1-01Prostateprostate adenocarcinomaMale>=659UnknownUnknownPD
CRIP1SNVMissense_Mutationc.193N>Tp.Gly65Cysp.G65CP50238protein_codingdeleterious(0.02)benign(0.284)TCGA-BR-4368-01Stomachstomach adenocarcinomaFemale>=65III/IVUnknownUnknownSD
CRIP1SNVMissense_Mutationc.182N>Cp.Phe61Serp.F61SP50238protein_codingdeleterious(0)probably_damaging(0.99)TCGA-CD-A4MG-01Stomachstomach adenocarcinomaMale>=65I/IIUnknownUnknownPD
CRIP1SNVMissense_Mutationnovelc.143N>Ap.Gly48Aspp.G48DP50238protein_codingdeleterious(0.05)benign(0.169)TCGA-VQ-A8P2-01Stomachstomach adenocarcinomaMale>=65III/IVUnspecificComplete Response
CRIP1deletionFrame_Shift_Delc.121delNp.Gly42AlafsTer?p.G42Afs*?P50238protein_codingTCGA-HU-A4GU-01Stomachstomach adenocarcinomaMale>=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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