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: SRP14

Gene summary for SRP14

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRP14

Gene ID

6727

Gene namesignal recognition particle 14
Gene AliasALURBP
Cytomap15q15.1
Gene Typeprotein-coding
GO ID

GO:0006605

UniProtAcc

P37108


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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
6727SRP14CA_HPV_1HumanCervixCC1.03e-09-7.42e-020.0264
6727SRP14CCI_1HumanCervixCC1.74e-35-1.38e+000.528
6727SRP14CCI_2HumanCervixCC5.07e-10-7.31e-010.5249
6727SRP14CCI_3HumanCervixCC1.15e-48-1.45e+000.516
6727SRP14CCII_1HumanCervixCC2.09e-63-1.45e+000.3249
6727SRP14TumorHumanCervixCC6.64e-04-1.27e-010.1241
6727SRP14sample3HumanCervixCC6.01e-17-1.96e-010.1387
6727SRP14L1HumanCervixCC5.33e-10-4.39e-010.0802
6727SRP14T1HumanCervixCC7.03e-08-3.14e-010.0918
6727SRP14T3HumanCervixCC8.06e-11-2.22e-010.1389
6727SRP14HTA11_3410_2000001011HumanColorectumAD6.60e-287.59e-010.0155
6727SRP14HTA11_2487_2000001011HumanColorectumSER2.70e-351.31e+00-0.1808
6727SRP14HTA11_2951_2000001011HumanColorectumAD6.27e-091.02e+000.0216
6727SRP14HTA11_1938_2000001011HumanColorectumAD2.90e-401.65e+00-0.0811
6727SRP14HTA11_78_2000001011HumanColorectumAD5.12e-218.79e-01-0.1088
6727SRP14HTA11_347_2000001011HumanColorectumAD1.80e-741.62e+00-0.1954
6727SRP14HTA11_411_2000001011HumanColorectumSER1.86e-182.12e+00-0.2602
6727SRP14HTA11_2112_2000001011HumanColorectumSER3.43e-101.39e+00-0.2196
6727SRP14HTA11_3361_2000001011HumanColorectumAD1.90e-171.04e+00-0.1207
6727SRP14HTA11_83_2000001011HumanColorectumSER2.53e-331.35e+00-0.1526
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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:00725949CervixCCestablishment of protein localization to organelle99/2311422/187231.23e-102.11e-0899
GO:000660510CervixCCprotein targeting68/2311314/187232.17e-066.55e-0568
GO:00901509CervixCCestablishment of protein localization to membrane54/2311260/187237.67e-051.05e-0354
GO:00709726CervixCCprotein localization to endoplasmic reticulum21/231174/187231.69e-042.00e-0321
GO:00725995CervixCCestablishment of protein localization to endoplasmic reticulum13/231146/187232.95e-031.94e-0213
GO:0072594ColorectumADestablishment of protein localization to organelle148/3918422/187237.95e-121.04e-09148
GO:0090150ColorectumADestablishment of protein localization to membrane100/3918260/187236.01e-116.33e-09100
GO:0006605ColorectumADprotein targeting105/3918314/187231.39e-076.44e-06105
GO:0070972ColorectumADprotein localization to endoplasmic reticulum26/391874/187233.28e-032.40e-0226
GO:00725941ColorectumSERestablishment of protein localization to organelle111/2897422/187234.98e-094.49e-07111
GO:00901501ColorectumSERestablishment of protein localization to membrane68/2897260/187235.55e-062.01e-0468
GO:00066051ColorectumSERprotein targeting76/2897314/187233.19e-058.47e-0476
GO:00725942ColorectumMSSestablishment of protein localization to organelle139/3467422/187235.75e-131.12e-10139
GO:00901502ColorectumMSSestablishment of protein localization to membrane90/3467260/187234.11e-103.49e-0890
GO:00066052ColorectumMSSprotein targeting97/3467314/187236.76e-083.46e-0697
GO:00709721ColorectumMSSprotein localization to endoplasmic reticulum25/346774/187231.25e-031.20e-0225
GO:00725943ColorectumMSI-Hestablishment of protein localization to organelle63/1319422/187231.10e-081.33e-0663
GO:00066053ColorectumMSI-Hprotein targeting44/1319314/187239.50e-064.55e-0444
GO:00709722ColorectumMSI-Hprotein localization to endoplasmic reticulum15/131974/187231.69e-044.73e-0315
GO:0045047ColorectumMSI-Hprotein targeting to ER10/131942/187235.34e-041.10e-0210
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0306010CervixCCProtein export10/126723/84659.64e-044.22e-032.49e-0310
hsa0306013CervixCCProtein export10/126723/84659.64e-044.22e-032.49e-0310
hsa03060ColorectumADProtein export14/209223/84652.43e-041.90e-031.21e-0314
hsa030601ColorectumADProtein export14/209223/84652.43e-041.90e-031.21e-0314
hsa030602ColorectumMSSProtein export15/187523/84651.13e-051.26e-047.71e-0515
hsa030603ColorectumMSSProtein export15/187523/84651.13e-051.26e-047.71e-0515
hsa030604ColorectumMSI-HProtein export11/79723/84652.26e-063.65e-053.06e-0511
hsa030605ColorectumMSI-HProtein export11/79723/84652.26e-063.65e-053.06e-0511
hsa030606ColorectumFAPProtein export10/140423/84652.17e-031.05e-026.39e-0310
hsa030607ColorectumFAPProtein export10/140423/84652.17e-031.05e-026.39e-0310
hsa0306014EndometriumAEHProtein export11/119723/84651.14e-041.06e-037.73e-0411
hsa0306015EndometriumAEHProtein export11/119723/84651.14e-041.06e-037.73e-0411
hsa0306023EndometriumEECProtein export11/123723/84651.54e-041.41e-031.05e-0311
hsa0306033EndometriumEECProtein export11/123723/84651.54e-041.41e-031.05e-0311
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
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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
SRP14insertionNonsense_Mutationnovelc.344_345insTTTAGCTCTATAATATCTTCTAGGTTATp.Ala116LeufsTer4p.A116Lfs*4P37108protein_codingTCGA-AN-A0AR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SRP14SNVMissense_Mutationnovelc.233A>Cp.Lys78Thrp.K78TP37108protein_codingdeleterious(0.03)probably_damaging(0.991)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SRP14SNVMissense_Mutationrs199851589c.355N>Ap.Ala119Thrp.A119TP37108protein_codingdeleterious_low_confidence(0.04)possibly_damaging(0.499)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SRP14SNVMissense_Mutationc.209T>Cp.Val70Alap.V70AP37108protein_codingdeleterious(0.03)possibly_damaging(0.771)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
SRP14SNVMissense_Mutationrs747352139c.328N>Ap.Ala110Thrp.A110TP37108protein_codingtolerated(0.1)possibly_damaging(0.483)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SRP14SNVMissense_Mutationrs16924521c.379N>Ap.Ala127Thrp.A127TP37108protein_codingbenign(0)TCGA-AX-A064-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SRP14SNVMissense_Mutationnovelc.197A>Cp.Lys66Thrp.K66TP37108protein_codingtolerated(0.12)possibly_damaging(0.764)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
SRP14SNVMissense_Mutationnovelc.292N>Tp.Asp98Tyrp.D98YP37108protein_codingdeleterious(0)probably_damaging(0.996)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
SRP14SNVMissense_Mutationnovelc.285N>Tp.Lys95Asnp.K95NP37108protein_codingdeleterious(0)probably_damaging(0.974)TCGA-BK-A6W3-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SRP14SNVMissense_Mutationrs200831083c.373A>Gp.Thr125Alap.T125AP37108protein_codingtolerated_low_confidence(0.27)benign(0)TCGA-BS-A0VI-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
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