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: ERO1B

Gene summary for ERO1B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ERO1B

Gene ID

56605

Gene nameendoplasmic reticulum oxidoreductase 1 beta
Gene AliasERO1LB
Cytomap1q42.3
Gene Typeprotein-coding
GO ID

GO:0006457

UniProtAcc

Q86YB8


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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
56605ERO1BLZE4THumanEsophagusESCC5.46e-041.40e-010.0811
56605ERO1BLZE7THumanEsophagusESCC5.17e-062.35e-010.0667
56605ERO1BLZE8THumanEsophagusESCC2.01e-061.83e-010.067
56605ERO1BLZE24THumanEsophagusESCC4.59e-195.00e-010.0596
56605ERO1BLZE6THumanEsophagusESCC4.46e-021.37e-010.0845
56605ERO1BP1T-EHumanEsophagusESCC8.89e-137.43e-010.0875
56605ERO1BP2T-EHumanEsophagusESCC8.11e-275.06e-010.1177
56605ERO1BP4T-EHumanEsophagusESCC2.42e-051.33e-010.1323
56605ERO1BP8T-EHumanEsophagusESCC2.37e-132.83e-010.0889
56605ERO1BP10T-EHumanEsophagusESCC7.20e-184.35e-010.116
56605ERO1BP11T-EHumanEsophagusESCC2.48e-095.59e-010.1426
56605ERO1BP12T-EHumanEsophagusESCC2.27e-066.93e-020.1122
56605ERO1BP15T-EHumanEsophagusESCC4.65e-132.28e-010.1149
56605ERO1BP16T-EHumanEsophagusESCC1.14e-162.38e-010.1153
56605ERO1BP20T-EHumanEsophagusESCC6.08e-066.39e-020.1124
56605ERO1BP22T-EHumanEsophagusESCC7.49e-122.01e-010.1236
56605ERO1BP23T-EHumanEsophagusESCC7.60e-153.12e-010.108
56605ERO1BP24T-EHumanEsophagusESCC3.99e-023.36e-020.1287
56605ERO1BP26T-EHumanEsophagusESCC5.67e-132.33e-010.1276
56605ERO1BP27T-EHumanEsophagusESCC1.24e-142.49e-010.1055
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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:0006457110EsophagusESCCprotein folding163/8552212/187231.13e-201.74e-18163
GO:003497520EsophagusESCCprotein folding in endoplasmic reticulum10/855211/187232.54e-031.08e-0210
GO:000645712LiverHCCprotein folding160/7958212/187231.07e-221.88e-20160
GO:003497512LiverHCCprotein folding in endoplasmic reticulum10/795811/187231.30e-037.01e-0310
GO:000645716ProstateBPHprotein folding85/3107212/187232.37e-164.74e-1485
GO:003497516ProstateBPHprotein folding in endoplasmic reticulum9/310711/187233.77e-065.81e-059
GO:000645717ProstateTumorprotein folding85/3246212/187233.37e-155.37e-1385
GO:003497517ProstateTumorprotein folding in endoplasmic reticulum9/324611/187235.50e-068.48e-059
GO:000645727ThyroidHTprotein folding45/1272212/187235.29e-121.01e-0945
GO:003497526ThyroidHTprotein folding in endoplasmic reticulum7/127211/187231.70e-066.40e-057
GO:0006457112ThyroidPTCprotein folding137/5968212/187238.29e-232.01e-20137
GO:0034975110ThyroidPTCprotein folding in endoplasmic reticulum10/596811/187238.42e-057.03e-0410
GO:000645733ThyroidATCprotein folding140/6293212/187233.46e-228.09e-20140
GO:003497532ThyroidATCprotein folding in endoplasmic reticulum10/629311/187231.40e-049.75e-0410
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04141211EsophagusESCCProtein processing in endoplasmic reticulum147/4205174/84653.29e-221.10e-195.64e-20147
hsa04141310EsophagusESCCProtein processing in endoplasmic reticulum147/4205174/84653.29e-221.10e-195.64e-20147
hsa0414122LiverHCCProtein processing in endoplasmic reticulum146/4020174/84657.34e-242.46e-211.37e-21146
hsa0414132LiverHCCProtein processing in endoplasmic reticulum146/4020174/84657.34e-242.46e-211.37e-21146
hsa0414128ProstateBPHProtein processing in endoplasmic reticulum97/1718174/84652.37e-251.30e-238.07e-2497
hsa04141112ProstateBPHProtein processing in endoplasmic reticulum97/1718174/84652.37e-251.30e-238.07e-2497
hsa0414129ProstateTumorProtein processing in endoplasmic reticulum99/1791174/84652.58e-251.71e-231.06e-2399
hsa0414137ProstateTumorProtein processing in endoplasmic reticulum99/1791174/84652.58e-251.71e-231.06e-2399
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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
ERO1BSNVMissense_Mutationnovelc.737T>Gp.Phe246Cysp.F246CQ86YB8protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ERO1BSNVMissense_Mutationc.1055N>Tp.Ser352Phep.S352FQ86YB8protein_codingdeleterious(0)possibly_damaging(0.702)TCGA-AR-A24U-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ERO1BinsertionFrame_Shift_Insnovelc.591_592insAAAATATTCCAGGTTGGAAACAGTAATGTTCAGAGAGGATTp.Val198LysfsTer34p.V198Kfs*34Q86YB8protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ERO1BinsertionFrame_Shift_Insnovelc.735_736insAAGCTCCTGGCCTCAAGTGAp.Phe246LysfsTer70p.F246Kfs*70Q86YB8protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ERO1BSNVMissense_Mutationrs772121664c.857G>Ap.Arg286Hisp.R286HQ86YB8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ERO1BSNVMissense_Mutationnovelc.192N>Tp.Leu64Phep.L64FQ86YB8protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ERO1BSNVMissense_Mutationnovelc.188N>Cp.Lys63Thrp.K63TQ86YB8protein_codingtolerated(0.15)benign(0.042)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ERO1BSNVMissense_Mutationrs142995196c.211N>Tp.Arg71Cysp.R71CQ86YB8protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ERO1BSNVMissense_Mutationc.155N>Cp.Phe52Serp.F52SQ86YB8protein_codingdeleterious(0)probably_damaging(0.969)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
ERO1BSNVMissense_Mutationc.1165G>Ap.Asp389Asnp.D389NQ86YB8protein_codingdeleterious(0)probably_damaging(0.99)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<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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