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: DCBLD1

Gene summary for DCBLD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DCBLD1

Gene ID

285761

Gene namediscoidin, CUB and LCCL domain containing 1
Gene AliasdJ94G16.1
Cytomap6q22.1
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q8N8Z6


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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
285761DCBLD1LZE24THumanEsophagusESCC8.77e-035.63e-020.0596
285761DCBLD1P2T-EHumanEsophagusESCC1.96e-071.32e-010.1177
285761DCBLD1P4T-EHumanEsophagusESCC8.21e-103.25e-010.1323
285761DCBLD1P5T-EHumanEsophagusESCC1.40e-224.26e-010.1327
285761DCBLD1P8T-EHumanEsophagusESCC2.04e-203.45e-010.0889
285761DCBLD1P9T-EHumanEsophagusESCC1.13e-031.01e-010.1131
285761DCBLD1P11T-EHumanEsophagusESCC4.28e-104.20e-010.1426
285761DCBLD1P12T-EHumanEsophagusESCC7.61e-091.46e-010.1122
285761DCBLD1P15T-EHumanEsophagusESCC2.59e-112.32e-010.1149
285761DCBLD1P16T-EHumanEsophagusESCC9.03e-212.98e-010.1153
285761DCBLD1P19T-EHumanEsophagusESCC6.44e-043.55e-010.1662
285761DCBLD1P21T-EHumanEsophagusESCC2.62e-112.72e-010.1617
285761DCBLD1P23T-EHumanEsophagusESCC5.40e-163.68e-010.108
285761DCBLD1P24T-EHumanEsophagusESCC4.84e-297.86e-010.1287
285761DCBLD1P26T-EHumanEsophagusESCC1.24e-061.86e-010.1276
285761DCBLD1P27T-EHumanEsophagusESCC4.96e-037.10e-020.1055
285761DCBLD1P28T-EHumanEsophagusESCC9.83e-132.58e-010.1149
285761DCBLD1P31T-EHumanEsophagusESCC2.53e-378.00e-010.1251
285761DCBLD1P32T-EHumanEsophagusESCC9.89e-184.56e-010.1666
285761DCBLD1P36T-EHumanEsophagusESCC1.29e-341.74e+000.1187
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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
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
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
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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
DCBLD1SNVMissense_Mutationc.328N>Ap.Pro110Thrp.P110TQ8N8Z6protein_codingtolerated(0.15)possibly_damaging(0.805)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DCBLD1SNVMissense_Mutationnovelc.755N>Gp.Ser252Cysp.S252CQ8N8Z6protein_codingdeleterious(0)possibly_damaging(0.879)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DCBLD1SNVMissense_Mutationrs767838532c.557N>Tp.Ser186Phep.S186FQ8N8Z6protein_codingtolerated(0.13)benign(0.085)TCGA-BH-A18P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
DCBLD1SNVMissense_Mutationc.1219G>Ap.Val407Metp.V407MQ8N8Z6protein_codingtolerated(0.1)benign(0.39)TCGA-E9-A1R0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
DCBLD1SNVMissense_Mutationnovelc.697N>Ap.Ala233Thrp.A233TQ8N8Z6protein_codingdeleterious(0)probably_damaging(1)TCGA-S3-AA11-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyletrozoleCR
DCBLD1SNVMissense_Mutationnovelc.680G>Ap.Arg227Glnp.R227QQ8N8Z6protein_codingtolerated(0.13)probably_damaging(0.95)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DCBLD1SNVMissense_Mutationnovelc.932G>Ap.Arg311Glnp.R311QQ8N8Z6protein_codingtolerated(0.33)benign(0.024)TCGA-VS-A9UJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
DCBLD1SNVMissense_Mutationc.451G>Ap.Asp151Asnp.D151NQ8N8Z6protein_codingtolerated(0.17)benign(0.334)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
DCBLD1SNVMissense_Mutationc.397N>Ap.Glu133Lysp.E133KQ8N8Z6protein_codingtolerated(0.33)benign(0.007)TCGA-F4-6704-01Colorectumcolon adenocarcinomaMale<65III/IVUnknownUnknownSD
DCBLD1SNVMissense_Mutationnovelc.697N>Ap.Ala233Thrp.A233TQ8N8Z6protein_codingdeleterious(0)probably_damaging(1)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
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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
285761DCBLD1NAcisplatinCISPLATIN23478653
285761DCBLD1NAirinotecanIRINOTECAN23478653
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