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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: SRP54

Gene summary for SRP54

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRP54

Gene ID

6729

Gene namesignal recognition particle 54
Gene AliasSCN8
Cytomap14q13.2
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

P61011


Top

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
6729SRP54LZE4THumanEsophagusESCC3.81e-185.13e-010.0811
6729SRP54LZE5THumanEsophagusESCC3.03e-119.01e-010.0514
6729SRP54LZE7THumanEsophagusESCC1.62e-064.90e-010.0667
6729SRP54LZE8THumanEsophagusESCC2.05e-081.84e-010.067
6729SRP54LZE20THumanEsophagusESCC7.11e-134.35e-010.0662
6729SRP54LZE22THumanEsophagusESCC9.04e-056.15e-010.068
6729SRP54LZE24THumanEsophagusESCC2.12e-254.51e-010.0596
6729SRP54LZE6THumanEsophagusESCC4.61e-075.25e-010.0845
6729SRP54P1T-EHumanEsophagusESCC4.50e-077.73e-010.0875
6729SRP54P2T-EHumanEsophagusESCC2.53e-385.17e-010.1177
6729SRP54P4T-EHumanEsophagusESCC8.13e-357.87e-010.1323
6729SRP54P5T-EHumanEsophagusESCC8.46e-305.29e-010.1327
6729SRP54P8T-EHumanEsophagusESCC5.93e-781.38e+000.0889
6729SRP54P9T-EHumanEsophagusESCC1.31e-133.12e-010.1131
6729SRP54P10T-EHumanEsophagusESCC8.39e-377.03e-010.116
6729SRP54P11T-EHumanEsophagusESCC3.11e-178.26e-010.1426
6729SRP54P12T-EHumanEsophagusESCC1.15e-1012.50e+000.1122
6729SRP54P15T-EHumanEsophagusESCC1.20e-551.01e+000.1149
6729SRP54P16T-EHumanEsophagusESCC3.58e-264.33e-010.1153
6729SRP54P17T-EHumanEsophagusESCC1.09e-145.54e-010.1278
Page: 1 2 3 4 5 6 7 

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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:004504722ThyroidATCprotein targeting to ER28/629342/187231.21e-051.17e-0428
GO:000661212ThyroidATCprotein targeting to membrane64/6293131/187232.11e-041.39e-0364
GO:007180631ThyroidATCprotein transmembrane transport32/629359/187238.74e-044.72e-0332
GO:000661321ThyroidATCcotranslational protein targeting to membrane19/629331/187231.45e-037.47e-0319
GO:006500231ThyroidATCintracellular protein transmembrane transport27/629351/187233.41e-031.52e-0227
GO:00352722ThyroidATCexocrine system development23/629345/187231.14e-024.06e-0223
GO:0002573110ThyroidATCmyeloid leukocyte differentiation86/6293208/187231.15e-024.11e-0286
Page: 1 2 3 4 5 6 7 8 

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
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
SRP54SNVMissense_Mutationc.1139N>Cp.Asp380Alap.D380AP61011protein_codingdeleterious(0)possibly_damaging(0.905)TCGA-D8-A1JK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SRP54SNVMissense_Mutationc.1340C>Tp.Ser447Phep.S447FP61011protein_codingdeleterious(0.02)possibly_damaging(0.63)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SRP54insertionFrame_Shift_Insnovelc.1223_1224insGAAGAAATGCTTCAAGTTGCTAATGCTATp.Gly409LysfsTer10p.G409Kfs*10P61011protein_codingTCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
SRP54insertionNonsense_Mutationnovelc.1024_1025insCAAGGCACATAAACTACACCTACTAGGATGAGTAAAATp.Met342ThrfsTer9p.M342Tfs*9P61011protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SRP54SNVMissense_Mutationc.755G>Tp.Gly252Valp.G252VP61011protein_codingdeleterious(0)probably_damaging(0.915)TCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
SRP54SNVMissense_Mutationnovelc.1067N>Tp.Gly356Valp.G356VP61011protein_codingdeleterious(0.05)possibly_damaging(0.822)TCGA-VS-A9UM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SRP54SNVMissense_Mutationnovelc.508N>Gp.Ile170Valp.I170VP61011protein_codingtolerated(0.4)benign(0)TCGA-VS-A9V5-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
SRP54SNVMissense_Mutationc.851C>Ap.Pro284Hisp.P284HP61011protein_codingtolerated(0.09)possibly_damaging(0.663)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SRP54SNVMissense_Mutationnovelc.702N>Tp.Lys234Asnp.K234NP61011protein_codingdeleterious(0.04)possibly_damaging(0.511)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SRP54SNVMissense_Mutationc.184N>Tp.Leu62Phep.L62FP61011protein_codingtolerated(0.58)benign(0.003)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
Page: 1 2 3 4 5 

Top

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
Page: 1