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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: CRELD1

Gene summary for CRELD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CRELD1

Gene ID

78987

Gene namecysteine rich with EGF like domains 1
Gene AliasAVSD2
Cytomap3p25.3
Gene Typeprotein-coding
GO ID

GO:0003197

UniProtAcc

Q96HD1


Top

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
78987CRELD1LZE7THumanEsophagusESCC4.78e-021.18e-010.0667
78987CRELD1LZE20THumanEsophagusESCC3.39e-069.78e-020.0662
78987CRELD1LZE24THumanEsophagusESCC6.16e-154.35e-010.0596
78987CRELD1LZE6THumanEsophagusESCC1.66e-027.80e-020.0845
78987CRELD1P1T-EHumanEsophagusESCC6.52e-082.36e-010.0875
78987CRELD1P2T-EHumanEsophagusESCC2.10e-233.36e-010.1177
78987CRELD1P4T-EHumanEsophagusESCC5.10e-172.44e-010.1323
78987CRELD1P5T-EHumanEsophagusESCC1.76e-264.94e-010.1327
78987CRELD1P8T-EHumanEsophagusESCC5.44e-151.83e-010.0889
78987CRELD1P9T-EHumanEsophagusESCC1.71e-081.69e-010.1131
78987CRELD1P10T-EHumanEsophagusESCC1.32e-345.85e-010.116
78987CRELD1P11T-EHumanEsophagusESCC1.13e-135.41e-010.1426
78987CRELD1P12T-EHumanEsophagusESCC6.50e-355.48e-010.1122
78987CRELD1P15T-EHumanEsophagusESCC4.02e-069.73e-020.1149
78987CRELD1P16T-EHumanEsophagusESCC1.05e-376.79e-010.1153
78987CRELD1P17T-EHumanEsophagusESCC8.73e-063.51e-010.1278
78987CRELD1P20T-EHumanEsophagusESCC2.11e-182.86e-010.1124
78987CRELD1P21T-EHumanEsophagusESCC6.40e-194.21e-010.1617
78987CRELD1P22T-EHumanEsophagusESCC6.61e-223.53e-010.1236
78987CRELD1P23T-EHumanEsophagusESCC1.05e-092.98e-010.108
Page: 1 2 3 4 5 

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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00604856EsophagusESCCmesenchyme development156/8552291/187233.76e-031.53e-02156
GO:00032794ThyroidPTCcardiac septum development54/5968103/187231.17e-051.29e-0454
GO:00032055ThyroidPTCcardiac chamber development72/5968161/187234.13e-042.77e-0372
GO:006048514ThyroidPTCmesenchyme development112/5968291/187239.48e-033.90e-02112
GO:006048521ThyroidATCmesenchyme development136/6293291/187232.04e-062.43e-05136
GO:000327912ThyroidATCcardiac septum development56/6293103/187231.14e-051.11e-0456
GO:000320512ThyroidATCcardiac chamber development79/6293161/187233.39e-052.80e-0479
GO:0003197ThyroidATCendocardial cushion development25/629345/187232.00e-039.59e-0325
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
CRELD1SNVMissense_Mutationnovelc.775N>Tp.Asp259Tyrp.D259YQ96HD1protein_codingdeleterious(0)possibly_damaging(0.66)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
CRELD1SNVMissense_Mutationnovelc.889N>Gp.Gln297Glup.Q297EQ96HD1protein_codingtolerated(0.46)benign(0.342)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CRELD1SNVMissense_Mutationc.250N>Cp.Lys84Glnp.K84QQ96HD1protein_codingtolerated(0.15)possibly_damaging(0.59)TCGA-BH-A0WA-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CRELD1SNVMissense_Mutationc.157N>Cp.Val53Leup.V53LQ96HD1protein_codingtolerated(0.08)possibly_damaging(0.775)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CRELD1deletionFrame_Shift_Delnovelc.1082delNp.Thr362GlnfsTer16p.T362Qfs*16Q96HD1protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
CRELD1SNVMissense_Mutationc.739N>Cp.Asp247Hisp.D247HQ96HD1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
CRELD1SNVMissense_Mutationnovelc.351N>Cp.Glu117Aspp.E117DQ96HD1protein_codingdeleterious(0)probably_damaging(0.987)TCGA-MA-AA3Y-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CRELD1SNVMissense_Mutationnovelc.110N>Gp.Ser37Cysp.S37CQ96HD1protein_codingdeleterious(0.03)possibly_damaging(0.545)TCGA-VS-A9U6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
CRELD1SNVMissense_Mutationnovelc.236A>Cp.Asn79Thrp.N79TQ96HD1protein_codingtolerated(0.53)benign(0.05)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
CRELD1SNVMissense_Mutationrs140647459c.1094N>Ap.Arg365Hisp.R365HQ96HD1protein_codingtolerated(0.16)benign(0.157)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 

Top

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
Page: 1