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: CRISPLD2

Gene summary for CRISPLD2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CRISPLD2

Gene ID

83716

Gene namecysteine rich secretory protein LCCL domain containing 2
Gene AliasCRISP11
Cytomap16q24.1
Gene Typeprotein-coding
GO ID

GO:0007275

UniProtAcc

A0A140VK80


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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
83716CRISPLD2C04HumanOral cavityOSCC1.59e-03-5.24e-010.2633
83716CRISPLD2C21HumanOral cavityOSCC1.09e-05-5.30e-010.2678
83716CRISPLD2C43HumanOral cavityOSCC7.15e-15-6.28e-010.1704
83716CRISPLD2C46HumanOral cavityOSCC1.45e-10-5.12e-010.1673
83716CRISPLD2C57HumanOral cavityOSCC9.47e-09-6.87e-010.1679
83716CRISPLD2C08HumanOral cavityOSCC1.76e-15-6.48e-010.1919
83716CRISPLD2C09HumanOral cavityOSCC7.31e-07-5.86e-010.1431
83716CRISPLD2LN46HumanOral cavityOSCC1.12e-08-2.74e-010.1666
83716CRISPLD2NEOLP-1HumanOral cavityNEOLP5.93e-043.91e-01-0.0194
83716CRISPLD2NEOLP-2HumanOral cavityNEOLP4.86e-064.91e-01-0.0196
83716CRISPLD2NEOLP-3HumanOral cavityNEOLP6.07e-106.35e-01-0.0191
83716CRISPLD2SYSMH1HumanOral cavityOSCC6.05e-17-6.90e-010.1127
83716CRISPLD2SYSMH2HumanOral cavityOSCC1.01e-15-6.50e-010.2326
83716CRISPLD2SYSMH3HumanOral cavityOSCC1.85e-07-5.47e-010.2442
83716CRISPLD2SYSMH4HumanOral cavityOSCC8.17e-12-6.46e-010.1226
83716CRISPLD2SYSMH5HumanOral cavityOSCC4.93e-16-6.68e-010.0647
83716CRISPLD2SYSMH6HumanOral cavityOSCC8.63e-20-6.02e-010.1275
83716CRISPLD2ATC13HumanThyroidATC3.78e-449.91e-010.34
83716CRISPLD2ATC2HumanThyroidATC7.12e-081.31e+000.34
83716CRISPLD2ATC5HumanThyroidATC9.05e-511.07e+000.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:00303238Oral cavityOSCCrespiratory tube development95/7305181/187231.53e-041.07e-0395
GO:00301983Oral cavityOSCCextracellular matrix organization146/7305301/187234.67e-042.77e-03146
GO:00303248Oral cavityOSCClung development91/7305177/187235.18e-043.01e-0391
GO:00452293Oral cavityOSCCexternal encapsulating structure organization147/7305304/187235.30e-043.08e-03147
GO:00430623Oral cavityOSCCextracellular structure organization146/7305302/187235.59e-043.23e-03146
GO:0060324Oral cavityOSCCface development28/730544/187238.15e-044.35e-0328
GO:00605416Oral cavityOSCCrespiratory system development100/7305203/187231.83e-038.60e-03100
GO:00603252Oral cavityOSCCface morphogenesis18/730528/187235.96e-032.27e-0218
GO:0060323Oral cavityOSCChead morphogenesis19/730532/187231.56e-025.00e-0219
GO:00301982Oral cavityNEOLPextracellular matrix organization64/2005301/187235.66e-082.24e-0664
GO:00430622Oral cavityNEOLPextracellular structure organization64/2005302/187236.44e-082.50e-0664
GO:00452292Oral cavityNEOLPexternal encapsulating structure organization64/2005304/187238.33e-083.17e-0664
GO:00603241Oral cavityNEOLPface development16/200544/187236.27e-061.26e-0416
GO:00603231Oral cavityNEOLPhead morphogenesis12/200532/187236.38e-058.40e-0412
GO:00603251Oral cavityNEOLPface morphogenesis11/200528/187237.84e-051.00e-0311
GO:0010171Oral cavityNEOLPbody morphogenesis14/200543/187239.66e-051.18e-0314
GO:003032315Oral cavityNEOLPrespiratory tube development33/2005181/187231.58e-031.11e-0233
GO:006054114Oral cavityNEOLPrespiratory system development35/2005203/187233.08e-031.88e-0235
GO:003032416Oral cavityNEOLPlung development31/2005177/187234.04e-032.30e-0231
GO:003019812ThyroidATCextracellular matrix organization152/6293301/187238.63e-102.24e-08152
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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
CRISPLD2SNVMissense_Mutationrs761262421c.707N>Ap.Arg236Glnp.R236QQ9H0B8protein_codingtolerated(0.09)benign(0.003)TCGA-E2-A1LB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CRISPLD2insertionIn_Frame_Insnovelc.409_410insGTATTAAGCp.Asp137delinsGlyIleLysHisp.D137delinsGIKHQ9H0B8protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
CRISPLD2SNVMissense_Mutationc.812N>Tp.Arg271Ilep.R271IQ9H0B8protein_codingtolerated(0.14)benign(0.154)TCGA-DG-A2KK-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
CRISPLD2SNVMissense_Mutationnovelc.1204N>Cp.Glu402Glnp.E402QQ9H0B8protein_codingtolerated(0.45)benign(0.014)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CRISPLD2SNVMissense_Mutationc.503N>Tp.Ala168Valp.A168VQ9H0B8protein_codingdeleterious(0)probably_damaging(0.993)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CRISPLD2SNVMissense_Mutationnovelc.737N>Tp.Thr246Metp.T246MQ9H0B8protein_codingdeleterious(0.03)possibly_damaging(0.459)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
CRISPLD2SNVMissense_Mutationrs763668278c.1258G>Ap.Glu420Lysp.E420KQ9H0B8protein_codingtolerated(0.21)possibly_damaging(0.611)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CRISPLD2SNVMissense_Mutationc.398N>Tp.Asp133Valp.D133VQ9H0B8protein_codingdeleterious(0)probably_damaging(0.984)TCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CRISPLD2SNVMissense_Mutationc.253N>Ap.Glu85Lysp.E85KQ9H0B8protein_codingdeleterious(0.03)benign(0.044)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CRISPLD2SNVMissense_Mutationrs199608437c.647G>Ap.Arg216Glnp.R216QQ9H0B8protein_codingtolerated(0.12)benign(0.003)TCGA-NH-A5IV-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
83716CRISPLD2DRUGGABLE GENOMEdexamethasoneDEXAMETHASONE24926665
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