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: CYYR1

Gene summary for CYYR1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CYYR1

Gene ID

116159

Gene namecysteine and tyrosine rich 1
Gene AliasC21orf95
Cytomap21q21.3
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q96J86


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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
116159CYYR1P2T-EHumanEsophagusESCC1.62e-038.80e-020.1177
116159CYYR1P5T-EHumanEsophagusESCC5.44e-069.39e-020.1327
116159CYYR1P10T-EHumanEsophagusESCC3.88e-811.39e+000.116
116159CYYR1P11T-EHumanEsophagusESCC1.06e-053.20e-010.1426
116159CYYR1P12T-EHumanEsophagusESCC4.43e-173.52e-010.1122
116159CYYR1P23T-EHumanEsophagusESCC7.15e-053.07e-010.108
116159CYYR1P36T-EHumanEsophagusESCC9.47e-033.12e-010.1187
116159CYYR1P42T-EHumanEsophagusESCC7.53e-051.18e-010.1175
116159CYYR1P56T-EHumanEsophagusESCC6.03e-066.62e-010.1613
116159CYYR1P57T-EHumanEsophagusESCC9.30e-031.54e-010.0926
116159CYYR1P62T-EHumanEsophagusESCC6.10e-034.42e-020.1302
116159CYYR1P65T-EHumanEsophagusESCC2.59e-159.29e-020.0978
116159CYYR1P74T-EHumanEsophagusESCC4.67e-206.30e-010.1479
116159CYYR1P76T-EHumanEsophagusESCC1.92e-041.07e-010.1207
116159CYYR1P107T-EHumanEsophagusESCC4.60e-202.90e-010.171
116159CYYR1P130T-EHumanEsophagusESCC3.56e-236.88e-010.1676
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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
∗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
CYYR1SNVMissense_Mutationnovelc.275N>Tp.Arg92Metp.R92MQ96J86protein_codingdeleterious(0)possibly_damaging(0.823)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CYYR1SNVMissense_Mutationc.26G>Ap.Arg9Hisp.R9HQ96J86protein_codingtolerated_low_confidence(0.17)benign(0)TCGA-A6-6649-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfluorouracilSD
CYYR1SNVMissense_Mutationrs150622120c.191C>Tp.Ala64Valp.A64VQ96J86protein_codingdeleterious(0.01)possibly_damaging(0.474)TCGA-CA-6716-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyoxaliplatinCR
CYYR1SNVMissense_Mutationnovelc.356A>Tp.Asp119Valp.D119VQ96J86protein_codingdeleterious(0)possibly_damaging(0.582)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
CYYR1SNVMissense_Mutationc.206G>Ap.Gly69Glup.G69EQ96J86protein_codingdeleterious(0)probably_damaging(1)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CYYR1SNVMissense_Mutationc.85N>Ap.Ala29Thrp.A29TQ96J86protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CYYR1SNVMissense_Mutationc.382N>Ap.Leu128Metp.L128MQ96J86protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-BS-A0UJ-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CYYR1SNVMissense_Mutationrs143400859c.302C>Tp.Thr101Metp.T101MQ96J86protein_codingdeleterious(0)possibly_damaging(0.873)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
CYYR1SNVMissense_Mutationrs147481963c.278C>Tp.Ala93Valp.A93VQ96J86protein_codingdeleterious(0)benign(0.172)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CYYR1SNVMissense_Mutationrs145305731c.454G>Ap.Ala152Thrp.A152TQ96J86protein_codingtolerated_low_confidence(0.22)benign(0.027)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
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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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