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: REG1B

Gene summary for REG1B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

REG1B

Gene ID

5968

Gene nameregenerating family member 1 beta
Gene AliasPSPS2
Cytomap2p12
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

P48304


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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
5968REG1BHTA11_3410_2000001011HumanColorectumAD4.20e-023.15e-010.0155
5968REG1BHTA11_696_2000001011HumanColorectumAD9.32e-106.10e-01-0.1464
5968REG1BHTA11_1391_2000001011HumanColorectumAD1.70e-181.36e+00-0.059
5968REG1BHTA11_99999970781_79442HumanColorectumMSS1.15e-204.80e-010.294
5968REG1BHTA12-15-2HumanPancreasPDAC5.45e-46-2.55e+000.2315
5968REG1BHTA12-16-2HumanPancreasPDAC7.72e-12-2.25e+000.0535
5968REG1BHTA12-16-5HumanPancreasPDAC2.78e-63-2.39e+000.047
5968REG1BHTA12-16-6HumanPancreasPDAC5.35e-12-2.18e+000.0544
5968REG1BHTA12-18-3HumanPancreasPDAC1.11e-21-2.46e+000.0716
5968REG1BHTA12-23-1HumanPancreasPDAC1.96e-32-2.55e+000.3405
5968REG1BHTA12-25-1HumanPancreasPDAC3.80e-45-2.55e+000.313
5968REG1BHTA12-26-1HumanPancreasPDAC4.86e-54-2.55e+000.3728
5968REG1BHTA12-29-1HumanPancreasPDAC1.64e-122-2.55e+000.3722
5968REG1BHTA12-3-16HumanPancreasPDAC3.03e-11-2.55e+000.1553
5968REG1BHTA12-30-1HumanPancreasPDAC1.56e-12-2.55e+000.3671
5968REG1BHTA12-32-1HumanPancreasPDAC1.92e-17-2.55e+000.3624
5968REG1BHTA12-9-1HumanPancreasPDAC1.26e-69-2.48e+000.1532
5968REG1BHTA12-9-2HumanPancreasPDAC4.79e-43-1.14e+000.0835
5968REG1BHTA12-9-3HumanPancreasPDAC4.18e-38-2.55e+000.2045
5968REG1B3829-ECHumanPancreasPanIN1.01e-151.20e-010.009
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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:0043434ColorectumADresponse to peptide hormone126/3918414/187232.70e-067.86e-05126
GO:0035821ColorectumADmodulation of process of other organism34/3918106/187234.73e-033.22e-0234
GO:00434342ColorectumMSSresponse to peptide hormone104/3467414/187234.58e-045.43e-03104
GO:00358211ColorectumMSSmodulation of process of other organism33/3467106/187231.18e-031.14e-0233
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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
REG1BSNVMissense_Mutationc.17C>Tp.Ser6Leup.S6LP48304protein_codingtolerated(0.45)benign(0)TCGA-A2-A04N-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
REG1BSNVMissense_Mutationnovelc.377C>Ap.Thr126Asnp.T126NP48304protein_codingtolerated(0.48)benign(0.025)TCGA-AC-A23G-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanCR
REG1BSNVMissense_Mutationc.218N>Ap.Val73Glup.V73EP48304protein_codingdeleterious(0)probably_damaging(0.959)TCGA-E9-A22E-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphaneSD
REG1BSNVMissense_Mutationc.170N>Tp.Trp57Leup.W57LP48304protein_codingdeleterious(0)probably_damaging(1)TCGA-DS-A0VM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
REG1BSNVMissense_Mutationc.458N>Gp.Ser153Cysp.S153CP48304protein_codingdeleterious(0.01)possibly_damaging(0.573)TCGA-FU-A3NI-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
REG1BSNVMissense_Mutationc.181N>Tp.Asp61Tyrp.D61YP48304protein_codingdeleterious(0.04)probably_damaging(0.981)TCGA-AA-3678-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyfolinicCR
REG1BSNVMissense_Mutationrs539158429c.325N>Tp.Arg109Cysp.R109CP48304protein_codingtolerated(0.13)benign(0.011)TCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
REG1BSNVMissense_Mutationc.441N>Tp.Lys147Asnp.K147NP48304protein_codingtolerated(0.14)benign(0.243)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
REG1BSNVMissense_Mutationrs141167987c.329N>Ap.Arg110Hisp.R110HP48304protein_codingtolerated(0.21)benign(0.015)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
REG1BSNVMissense_Mutationnovelc.341N>Tp.Ser114Ilep.S114IP48304protein_codingdeleterious(0.03)possibly_damaging(0.645)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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