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: SRP19

Gene summary for SRP19

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRP19

Gene ID

6728

Gene namesignal recognition particle 19
Gene AliasSRP19
Cytomap5q22.2
Gene Typeprotein-coding
GO ID

GO:0006605

UniProtAcc

P09132


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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
6728SRP19LZE4THumanEsophagusESCC2.67e-163.55e-010.0811
6728SRP19LZE7THumanEsophagusESCC4.51e-077.03e-010.0667
6728SRP19LZE8THumanEsophagusESCC4.22e-063.28e-010.067
6728SRP19LZE20THumanEsophagusESCC1.34e-053.79e-010.0662
6728SRP19LZE22D1HumanEsophagusHGIN7.19e-03-3.01e-030.0595
6728SRP19LZE24THumanEsophagusESCC4.39e-258.28e-010.0596
6728SRP19LZE6THumanEsophagusESCC6.90e-136.24e-010.0845
6728SRP19P1T-EHumanEsophagusESCC2.06e-03-5.73e-020.0875
6728SRP19P2T-EHumanEsophagusESCC1.02e-07-8.70e-020.1177
6728SRP19P4T-EHumanEsophagusESCC4.10e-12-1.29e-020.1323
6728SRP19P5T-EHumanEsophagusESCC1.91e-09-1.19e-010.1327
6728SRP19P8T-EHumanEsophagusESCC1.19e-09-1.16e-010.0889
6728SRP19P9T-EHumanEsophagusESCC3.50e-165.39e-030.1131
6728SRP19P10T-EHumanEsophagusESCC8.86e-11-3.07e-020.116
6728SRP19P12T-EHumanEsophagusESCC4.47e-13-9.44e-020.1122
6728SRP19P15T-EHumanEsophagusESCC1.86e-12-8.19e-020.1149
6728SRP19P16T-EHumanEsophagusESCC5.36e-05-1.52e-010.1153
6728SRP19P20T-EHumanEsophagusESCC4.29e-06-6.96e-020.1124
6728SRP19P21T-EHumanEsophagusESCC9.63e-17-6.62e-020.1617
6728SRP19P22T-EHumanEsophagusESCC3.74e-07-1.20e-010.1236
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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:007259420EsophagusHGINestablishment of protein localization to organelle120/2587422/187231.73e-154.00e-13120
GO:000660525EsophagusHGINprotein targeting78/2587314/187231.08e-075.47e-0678
GO:009015020EsophagusHGINestablishment of protein localization to membrane67/2587260/187231.96e-079.57e-0667
GO:007097210EsophagusHGINprotein localization to endoplasmic reticulum26/258774/187233.09e-061.05e-0426
GO:00725999EsophagusHGINestablishment of protein localization to endoplasmic reticulum16/258746/187232.73e-044.71e-0316
GO:00450478EsophagusHGINprotein targeting to ER15/258742/187233.03e-045.13e-0315
GO:0072594110EsophagusESCCestablishment of protein localization to organelle311/8552422/187233.02e-322.13e-29311
GO:0006605111EsophagusESCCprotein targeting229/8552314/187234.93e-231.01e-20229
GO:0090150110EsophagusESCCestablishment of protein localization to membrane182/8552260/187231.27e-158.19e-14182
GO:007097218EsophagusESCCprotein localization to endoplasmic reticulum52/855274/187231.58e-051.42e-0452
GO:00066124EsophagusESCCprotein targeting to membrane83/8552131/187233.31e-052.73e-0483
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:00901507LiverCirrhoticestablishment of protein localization to membrane123/4634260/187231.85e-152.15e-13123
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:00066122LiverCirrhoticprotein targeting to membrane53/4634131/187235.17e-055.95e-0453
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0306020EsophagusHGINProtein export13/138323/84651.27e-051.80e-041.43e-0413
hsa03060110EsophagusHGINProtein export13/138323/84651.27e-051.80e-041.43e-0413
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
hsa0306021LiverHCCProtein export21/402023/84651.20e-058.53e-054.74e-0521
hsa0306031LiverHCCProtein export21/402023/84651.20e-058.53e-054.74e-0521
hsa0306018Oral cavityOSCCProtein export21/370423/84652.42e-061.27e-056.45e-0621
hsa0306019Oral cavityOSCCProtein export21/370423/84652.42e-061.27e-056.45e-0621
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
SRP19SNVMissense_Mutationc.148N>Gp.Gln50Glup.Q50EP09132protein_codingdeleterious(0.03)benign(0.345)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
SRP19SNVMissense_Mutationc.360A>Cp.Gln120Hisp.Q120HP09132protein_codingtolerated(0.21)benign(0.081)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SRP19SNVMissense_Mutationnovelc.157N>Ap.Cys53Serp.C53SP09132protein_codingdeleterious(0)probably_damaging(0.935)TCGA-AJ-A2QM-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
SRP19SNVMissense_Mutationc.220C>Tp.Arg74Cysp.R74CP09132protein_codingdeleterious(0)benign(0.115)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
SRP19SNVMissense_Mutationrs757766883c.178N>Ap.Val60Ilep.V60IP09132protein_codingtolerated(0.21)benign(0.034)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SRP19SNVMissense_Mutationnovelc.423G>Tp.Lys141Asnp.K141NP09132protein_codingdeleterious(0)probably_damaging(0.981)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
SRP19SNVMissense_Mutationnovelc.275G>Tp.Ser92Ilep.S92IP09132protein_codingdeleterious(0)possibly_damaging(0.891)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SRP19SNVMissense_Mutationc.220N>Tp.Arg74Cysp.R74CP09132protein_codingdeleterious(0)benign(0.115)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SRP19SNVMissense_Mutationnovelc.227N>Ap.Val76Aspp.V76DP09132protein_codingtolerated(0.13)possibly_damaging(0.502)TCGA-DF-A2KN-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
SRP19SNVMissense_Mutationrs757766883c.178N>Ap.Val60Ilep.V60IP09132protein_codingtolerated(0.21)benign(0.034)TCGA-EO-A22R-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
6728SRP19NAparoxetinePAROXETINE22795047
6728SRP19NAcitalopramCITALOPRAM22795047
6728SRP19NAsertralineSERTRALINE22795047
6728SRP19NAfluoxetineFLUOXETINE22795047
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