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: CRISPLD1

Gene summary for CRISPLD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CRISPLD1

Gene ID

83690

Gene namecysteine rich secretory protein LCCL domain containing 1
Gene AliasCRISP-10
Cytomap8q21.13
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q9H336


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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
83690CRISPLD1LZE4THumanEsophagusESCC6.03e-062.81e-010.0811
83690CRISPLD1P2T-EHumanEsophagusESCC6.04e-132.49e-010.1177
83690CRISPLD1P5T-EHumanEsophagusESCC3.68e-194.42e-010.1327
83690CRISPLD1P8T-EHumanEsophagusESCC1.24e-041.17e-010.0889
83690CRISPLD1P10T-EHumanEsophagusESCC7.90e-214.22e-010.116
83690CRISPLD1P11T-EHumanEsophagusESCC3.41e-033.75e-010.1426
83690CRISPLD1P12T-EHumanEsophagusESCC7.77e-256.94e-010.1122
83690CRISPLD1P16T-EHumanEsophagusESCC4.90e-529.64e-010.1153
83690CRISPLD1P20T-EHumanEsophagusESCC1.16e-045.45e-020.1124
83690CRISPLD1P22T-EHumanEsophagusESCC7.83e-091.22e-010.1236
83690CRISPLD1P23T-EHumanEsophagusESCC4.12e-048.39e-020.108
83690CRISPLD1P27T-EHumanEsophagusESCC1.95e-021.36e-010.1055
83690CRISPLD1P31T-EHumanEsophagusESCC5.29e-101.99e-010.1251
83690CRISPLD1P32T-EHumanEsophagusESCC9.33e-072.27e-010.1666
83690CRISPLD1P37T-EHumanEsophagusESCC4.49e-021.52e-010.1371
83690CRISPLD1P44T-EHumanEsophagusESCC3.94e-041.80e-010.1096
83690CRISPLD1P47T-EHumanEsophagusESCC3.44e-061.15e-010.1067
83690CRISPLD1P49T-EHumanEsophagusESCC3.38e-027.63e-010.1768
83690CRISPLD1P56T-EHumanEsophagusESCC2.06e-027.10e-010.1613
83690CRISPLD1P57T-EHumanEsophagusESCC7.58e-065.31e-010.0926
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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
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:00603242EsophagusESCCface development34/855244/187231.90e-051.67e-0434
GO:00101711EsophagusESCCbody morphogenesis30/855243/187231.21e-035.88e-0330
GO:00603253EsophagusESCCface morphogenesis21/855228/187231.57e-037.33e-0321
GO:00603232EsophagusESCChead morphogenesis22/855232/187237.12e-032.58e-0222
GO:00603244ThyroidPTCface development24/596844/187231.52e-038.49e-0324
GO:00603255ThyroidPTCface morphogenesis17/596828/187231.55e-038.63e-0317
GO:00101713ThyroidPTCbody morphogenesis23/596843/187232.66e-031.35e-0223
GO:00603234ThyroidPTChead morphogenesis18/596832/187233.72e-031.79e-0218
GO:006032511ThyroidATCface morphogenesis21/629328/187238.94e-068.95e-0521
GO:001017111ThyroidATCbody morphogenesis28/629343/187232.35e-052.06e-0428
GO:006032411ThyroidATCface development28/629344/187234.39e-053.54e-0428
GO:006032311ThyroidATChead morphogenesis22/629332/187235.14e-053.99e-0422
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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
CRISPLD1SNVMissense_Mutationc.79N>Gp.Pro27Alap.P27AQ9H336protein_codingdeleterious(0.02)benign(0.057)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
CRISPLD1SNVMissense_Mutationrs566911502c.664N>Tp.Arg222Trpp.R222WQ9H336protein_codingdeleterious(0)benign(0.2)TCGA-A8-A090-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CRISPLD1SNVMissense_Mutationnovelc.881N>Ap.Ser294Tyrp.S294YQ9H336protein_codingdeleterious(0.01)benign(0.438)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CRISPLD1SNVMissense_Mutationnovelc.1406N>Tp.Arg469Ilep.R469IQ9H336protein_codingdeleterious(0)probably_damaging(0.931)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CRISPLD1SNVMissense_Mutationc.714N>Ap.Asn238Lysp.N238KQ9H336protein_codingdeleterious(0.02)benign(0.41)TCGA-BH-A0HU-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
CRISPLD1SNVMissense_Mutationrs566911502c.664N>Tp.Arg222Trpp.R222WQ9H336protein_codingdeleterious(0)benign(0.2)TCGA-EW-A1J2-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
CRISPLD1insertionIn_Frame_Insnovelc.162_163insCTGGTTCTGCGCGTACTGGCTGTACGGAGCAGGAGCAAGp.Lys54_Arg55insLeuValLeuArgValLeuAlaValArgSerArgSerLysp.K54_R55insLVLRVLAVRSRSKQ9H336protein_codingTCGA-BH-A0BM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
CRISPLD1SNVMissense_Mutationc.64N>Tp.Pro22Serp.P22SQ9H336protein_codingtolerated(0.45)benign(0)TCGA-LP-A4AV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CRISPLD1SNVMissense_Mutationc.1484G>Cp.Arg495Thrp.R495TQ9H336protein_codingdeleterious(0.02)benign(0.444)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CRISPLD1SNVMissense_Mutationrs200273072c.392N>Tp.Thr131Metp.T131MQ9H336protein_codingtolerated(0.17)possibly_damaging(0.853)TCGA-AA-3710-01Colorectumcolon 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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