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: SRPRB

Gene summary for SRPRB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRPRB

Gene ID

58477

Gene nameSRP receptor subunit beta
Gene AliasAPMCF1
Cytomap3q22.1
Gene Typeprotein-coding
GO ID

GO:0006605

UniProtAcc

Q549N5


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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
58477SRPRBLZE2THumanEsophagusESCC5.48e-061.41e+000.082
58477SRPRBLZE3DHumanEsophagusHGIN9.57e-032.66e-010.0668
58477SRPRBLZE4THumanEsophagusESCC8.61e-185.38e-010.0811
58477SRPRBLZE5THumanEsophagusESCC2.63e-052.95e-010.0514
58477SRPRBLZE7THumanEsophagusESCC1.80e-044.00e-010.0667
58477SRPRBLZE8THumanEsophagusESCC5.59e-072.69e-010.067
58477SRPRBLZE20THumanEsophagusESCC6.18e-094.69e-010.0662
58477SRPRBLZE22THumanEsophagusESCC2.09e-052.95e-010.068
58477SRPRBLZE24THumanEsophagusESCC3.77e-224.14e-010.0596
58477SRPRBP1T-EHumanEsophagusESCC4.00e-113.36e-010.0875
58477SRPRBP2T-EHumanEsophagusESCC2.53e-521.28e+000.1177
58477SRPRBP4T-EHumanEsophagusESCC2.90e-461.35e+000.1323
58477SRPRBP5T-EHumanEsophagusESCC6.46e-206.31e-010.1327
58477SRPRBP8T-EHumanEsophagusESCC5.30e-226.61e-010.0889
58477SRPRBP9T-EHumanEsophagusESCC4.26e-247.73e-010.1131
58477SRPRBP10T-EHumanEsophagusESCC8.56e-621.33e+000.116
58477SRPRBP11T-EHumanEsophagusESCC1.01e-157.10e-010.1426
58477SRPRBP12T-EHumanEsophagusESCC1.52e-225.36e-010.1122
58477SRPRBP15T-EHumanEsophagusESCC2.49e-441.05e+000.1149
58477SRPRBP16T-EHumanEsophagusESCC3.05e-451.06e+000.1153
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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
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:0072594110EsophagusESCCestablishment of protein localization to organelle311/8552422/187233.02e-322.13e-29311
GO:0006605111EsophagusESCCprotein targeting229/8552314/187234.93e-231.01e-20229
GO:007097218EsophagusESCCprotein localization to endoplasmic reticulum52/855274/187231.58e-051.42e-0452
GO:007259915EsophagusESCCestablishment of protein localization to endoplasmic reticulum31/855246/187232.42e-031.06e-0231
GO:004504715EsophagusESCCprotein targeting to ER28/855242/187234.90e-031.89e-0228
GO:007259412LiverCirrhoticestablishment of protein localization to organelle189/4634422/187231.01e-192.45e-17189
GO:00066057LiverCirrhoticprotein targeting148/4634314/187233.86e-186.20e-16148
GO:00709724LiverCirrhoticprotein localization to endoplasmic reticulum45/463474/187234.79e-112.73e-0945
GO:00725994LiverCirrhoticestablishment of protein localization to endoplasmic reticulum26/463446/187234.14e-066.94e-0526
GO:00450474LiverCirrhoticprotein targeting to ER24/463442/187237.49e-061.15e-0424
GO:007259422LiverHCCestablishment of protein localization to organelle299/7958422/187231.06e-326.10e-30299
GO:000660512LiverHCCprotein targeting219/7958314/187237.74e-231.49e-20219
GO:007097212LiverHCCprotein localization to endoplasmic reticulum54/795874/187231.01e-071.98e-0654
GO:007259911LiverHCCestablishment of protein localization to endoplasmic reticulum34/795846/187231.53e-051.67e-0434
GO:004504711LiverHCCprotein targeting to ER30/795842/187231.40e-041.13e-0330
GO:007259418Oral cavityOSCCestablishment of protein localization to organelle284/7305422/187231.50e-321.35e-29284
GO:000660520Oral cavityOSCCprotein targeting204/7305314/187236.78e-211.13e-18204
GO:00709729Oral cavityOSCCprotein localization to endoplasmic reticulum50/730574/187236.03e-078.64e-0650
GO:00725998Oral cavityOSCCestablishment of protein localization to endoplasmic reticulum30/730546/187232.86e-041.80e-0330
GO:00450477Oral cavityOSCCprotein targeting to ER27/730542/187238.00e-044.29e-0327
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0306026EsophagusESCCProtein export22/420523/84652.43e-061.43e-057.32e-0622
hsa0306036EsophagusESCCProtein export22/420523/84652.43e-061.43e-057.32e-0622
hsa030608LiverCirrhoticProtein export20/253023/84652.00e-083.51e-072.17e-0720
hsa0306011LiverCirrhoticProtein export20/253023/84652.00e-083.51e-072.17e-0720
hsa0306025Oral cavityLPProtein export21/241823/84654.72e-108.28e-095.34e-0921
hsa0306035Oral cavityLPProtein export21/241823/84654.72e-108.28e-095.34e-0921
hsa0306016ProstateBPHProtein export18/171823/84653.72e-095.11e-083.16e-0818
hsa0306017ProstateBPHProtein export18/171823/84653.72e-095.11e-083.16e-0818
hsa0306024ProstateTumorProtein export18/179123/84657.50e-091.03e-076.42e-0818
hsa0306034ProstateTumorProtein export18/179123/84657.50e-091.03e-076.42e-0818
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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
SRPRBSNVMissense_Mutationrs780491153c.124G>Ap.Val42Metp.V42MQ9Y5M8protein_codingdeleterious(0.01)benign(0.17)TCGA-A2-A1FV-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamideSD
SRPRBSNVMissense_Mutationc.384C>Ap.Phe128Leup.F128LQ9Y5M8protein_codingtolerated(0.08)benign(0.01)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SRPRBSNVMissense_Mutationc.243T>Ap.Phe81Leup.F81LQ9Y5M8protein_codingdeleterious(0)possibly_damaging(0.834)TCGA-JW-A852-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
SRPRBSNVMissense_Mutationnovelc.231N>Cp.Lys77Asnp.K77NQ9Y5M8protein_codingdeleterious(0)probably_damaging(1)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SRPRBSNVMissense_Mutationrs141286101c.623N>Ap.Arg208Hisp.R208HQ9Y5M8protein_codingdeleterious(0.01)benign(0.065)TCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SRPRBSNVMissense_Mutationc.668C>Ap.Ala223Aspp.A223DQ9Y5M8protein_codingdeleterious(0.01)benign(0.271)TCGA-AG-4007-01Colorectumrectum adenocarcinomaMale>=65III/IVUnknownUnknownSD
SRPRBSNVMissense_Mutationnovelc.464N>Gp.Val155Glyp.V155GQ9Y5M8protein_codingdeleterious(0)probably_damaging(1)TCGA-AG-A015-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownPD
SRPRBSNVMissense_Mutationnovelc.16N>Ap.Ser6Thrp.S6TQ9Y5M8protein_codingtolerated_low_confidence(0.38)benign(0)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SRPRBSNVMissense_Mutationnovelc.341N>Ap.Thr114Asnp.T114NQ9Y5M8protein_codingtolerated(0.18)benign(0.147)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SRPRBSNVMissense_Mutationnovelc.413N>Ap.Ala138Aspp.A138DQ9Y5M8protein_codingdeleterious(0)probably_damaging(0.967)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=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
58477SRPRBNAethanolALCOHOL31002879
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