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: MSRB3

Gene summary for MSRB3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MSRB3

Gene ID

253827

Gene namemethionine sulfoxide reductase B3
Gene AliasDFNB74
Cytomap12q14.3
Gene Typeprotein-coding
GO ID

GO:0006807

UniProtAcc

Q8IXL7


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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
253827MSRB3LZE7THumanEsophagusESCC1.18e-062.80e-010.0667
253827MSRB3P2T-EHumanEsophagusESCC1.63e-224.58e-010.1177
253827MSRB3P4T-EHumanEsophagusESCC5.05e-062.33e-010.1323
253827MSRB3P5T-EHumanEsophagusESCC7.03e-031.67e-010.1327
253827MSRB3P8T-EHumanEsophagusESCC7.30e-102.96e-010.0889
253827MSRB3P9T-EHumanEsophagusESCC4.07e-082.94e-010.1131
253827MSRB3P10T-EHumanEsophagusESCC7.31e-193.59e-010.116
253827MSRB3P12T-EHumanEsophagusESCC4.12e-062.04e-010.1122
253827MSRB3P15T-EHumanEsophagusESCC3.32e-133.60e-010.1149
253827MSRB3P16T-EHumanEsophagusESCC5.19e-041.59e-010.1153
253827MSRB3P19T-EHumanEsophagusESCC4.38e-046.28e-010.1662
253827MSRB3P22T-EHumanEsophagusESCC9.93e-071.77e-010.1236
253827MSRB3P23T-EHumanEsophagusESCC4.68e-103.16e-010.108
253827MSRB3P24T-EHumanEsophagusESCC1.13e-072.34e-010.1287
253827MSRB3P26T-EHumanEsophagusESCC1.37e-326.12e-010.1276
253827MSRB3P27T-EHumanEsophagusESCC4.03e-041.16e-010.1055
253827MSRB3P30T-EHumanEsophagusESCC2.38e-021.95e-010.137
253827MSRB3P32T-EHumanEsophagusESCC1.32e-326.27e-010.1666
253827MSRB3P36T-EHumanEsophagusESCC3.38e-081.87e-010.1187
253827MSRB3P37T-EHumanEsophagusESCC6.69e-215.13e-010.1371
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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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:0006979111EsophagusESCCresponse to oxidative stress303/8552446/187237.15e-221.30e-19303
GO:000697922LiverHCCresponse to oxidative stress281/7958446/187239.75e-191.24e-16281
GO:000697918ProstateBPHresponse to oxidative stress142/3107446/187238.11e-161.36e-13142
GO:000697934ThyroidATCresponse to oxidative stress246/6293446/187232.98e-216.09e-19246
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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
MSRB3SNVMissense_Mutationc.139N>Ap.Gln47Lysp.Q47KQ8IXL7protein_codingtolerated(0.54)benign(0.042)TCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
MSRB3SNVMissense_Mutationc.142C>Gp.Gln48Glup.Q48EQ8IXL7protein_codingtolerated(1)benign(0.001)TCGA-GI-A2C8-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificAdriamycinSD
MSRB3insertionIn_Frame_Insnovelc.335_336insTTTCCAAAACACp.Val112_Ile113insPheGlnAsnThrp.V112_I113insFQNTQ8IXL7protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MSRB3SNVMissense_Mutationnovelc.224N>Gp.Tyr75Cysp.Y75CQ8IXL7protein_codingdeleterious(0)probably_damaging(0.989)TCGA-DS-A1OA-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycarboplatinPD
MSRB3SNVMissense_Mutationc.526G>Ap.Glu176Lysp.E176KQ8IXL7protein_codingtolerated(0.38)benign(0)TCGA-FU-A3NI-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MSRB3SNVMissense_Mutationnovelc.43C>Ap.Leu15Ilep.L15IQ8IXL7protein_codingtolerated_low_confidence(0.37)benign(0.364)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MSRB3SNVMissense_Mutationrs267603630c.482C>Tp.Ser161Leup.S161LQ8IXL7protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A6-2675-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MSRB3SNVMissense_Mutationrs267603630c.482N>Tp.Ser161Leup.S161LQ8IXL7protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
MSRB3SNVMissense_Mutationnovelc.123N>Gp.Cys41Trpp.C41WQ8IXL7protein_codingtolerated(0.46)benign(0.003)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
MSRB3SNVMissense_Mutationnovelc.360N>Ap.Phe120Leup.F120LQ8IXL7protein_codingtolerated(1)benign(0.001)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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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