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: SRPRA

Gene summary for SRPRA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRPRA

Gene ID

6734

Gene nameSRP receptor subunit alpha
Gene AliasDP
Cytomap11q24.2
Gene Typeprotein-coding
GO ID

GO:0006605

UniProtAcc

P08240


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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
6734SRPRALZE4THumanEsophagusESCC4.18e-133.99e-010.0811
6734SRPRALZE5THumanEsophagusESCC8.92e-054.86e-010.0514
6734SRPRALZE7THumanEsophagusESCC2.20e-044.11e-010.0667
6734SRPRALZE8THumanEsophagusESCC3.61e-031.68e-010.067
6734SRPRALZE20THumanEsophagusESCC1.37e-113.93e-010.0662
6734SRPRALZE22THumanEsophagusESCC3.05e-031.36e-020.068
6734SRPRALZE24THumanEsophagusESCC6.07e-247.59e-010.0596
6734SRPRALZE21THumanEsophagusESCC2.05e-034.50e-020.0655
6734SRPRAP1T-EHumanEsophagusESCC4.64e-035.28e-010.0875
6734SRPRAP2T-EHumanEsophagusESCC6.37e-203.75e-010.1177
6734SRPRAP4T-EHumanEsophagusESCC4.32e-411.23e+000.1323
6734SRPRAP5T-EHumanEsophagusESCC2.01e-255.42e-010.1327
6734SRPRAP8T-EHumanEsophagusESCC2.76e-245.62e-010.0889
6734SRPRAP9T-EHumanEsophagusESCC6.91e-254.84e-010.1131
6734SRPRAP10T-EHumanEsophagusESCC4.41e-225.42e-010.116
6734SRPRAP11T-EHumanEsophagusESCC3.50e-189.15e-010.1426
6734SRPRAP12T-EHumanEsophagusESCC2.95e-266.19e-010.1122
6734SRPRAP15T-EHumanEsophagusESCC9.50e-173.95e-010.1149
6734SRPRAP16T-EHumanEsophagusESCC8.89e-266.89e-010.1153
6734SRPRAP17T-EHumanEsophagusESCC9.25e-095.39e-010.1278
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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
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: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
GO:00066132LiverCirrhoticcotranslational protein targeting to membrane17/463431/187233.19e-042.77e-0317
GO:007259422LiverHCCestablishment of protein localization to organelle299/7958422/187231.06e-326.10e-30299
GO:000660512LiverHCCprotein targeting219/7958314/187237.74e-231.49e-20219
GO:009015012LiverHCCestablishment of protein localization to membrane168/7958260/187234.07e-132.13e-11168
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
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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
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
SRPRASNVMissense_Mutationc.219C>Gp.Ile73Metp.I73MP08240protein_codingdeleterious(0.04)possibly_damaging(0.606)TCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
SRPRASNVMissense_Mutationc.175G>Ap.Asp59Asnp.D59NP08240protein_codingdeleterious(0)probably_damaging(0.973)TCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
SRPRASNVMissense_Mutationc.787N>Gp.Thr263Alap.T263AP08240protein_codingtolerated(0.59)benign(0)TCGA-BH-A1EV-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
SRPRASNVMissense_Mutationrs778409990c.1385N>Cp.Val462Alap.V462AP08240protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C8-A12M-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SRPRASNVMissense_Mutationc.1864N>Ap.Asp622Asnp.D622NP08240protein_codingdeleterious(0)probably_damaging(0.971)TCGA-C8-A12T-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SRPRASNVMissense_Mutationrs370707916c.1867N>Gp.Leu623Valp.L623VP08240protein_codingdeleterious(0)probably_damaging(0.994)TCGA-E9-A22E-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphaneSD
SRPRASNVMissense_Mutationc.583N>Tp.Pro195Serp.P195SP08240protein_codingtolerated(0.21)benign(0)TCGA-EW-A1P3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
SRPRAinsertionFrame_Shift_Insnovelc.1419_1420insTCCCTTTACAACTTGAp.Ala474SerfsTer23p.A474Sfs*23P08240protein_codingTCGA-A8-A090-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SRPRAinsertionFrame_Shift_Insnovelc.1829_1830insTGTCTTCAGTGTAGTACAAAGGCAGAGTGAGGGGGCTTGTGGCTp.Ile611ValfsTer41p.I611Vfs*41P08240protein_codingTCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SRPRASNVMissense_Mutationrs558045090c.391N>Tp.Arg131Cysp.R131CP08240protein_codingdeleterious(0)benign(0.052)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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