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: SNRNP27

Gene summary for SNRNP27

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SNRNP27

Gene ID

11017

Gene namesmall nuclear ribonucleoprotein U4/U6.U5 subunit 27
Gene Alias27K
Cytomap2p13.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A8K513


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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
11017SNRNP27LZE4THumanEsophagusESCC7.30e-144.27e-010.0811
11017SNRNP27LZE7THumanEsophagusESCC9.57e-124.83e-010.0667
11017SNRNP27LZE8THumanEsophagusESCC6.08e-091.36e-010.067
11017SNRNP27LZE20THumanEsophagusESCC3.47e-051.32e-010.0662
11017SNRNP27LZE22D1HumanEsophagusHGIN7.06e-035.08e-020.0595
11017SNRNP27LZE22THumanEsophagusESCC8.04e-052.13e-010.068
11017SNRNP27LZE24THumanEsophagusESCC3.99e-175.24e-010.0596
11017SNRNP27LZE21THumanEsophagusESCC5.25e-043.59e-010.0655
11017SNRNP27LZE6THumanEsophagusESCC1.46e-104.65e-010.0845
11017SNRNP27P1T-EHumanEsophagusESCC7.17e-085.34e-010.0875
11017SNRNP27P2T-EHumanEsophagusESCC1.85e-265.86e-010.1177
11017SNRNP27P4T-EHumanEsophagusESCC1.05e-205.74e-010.1323
11017SNRNP27P5T-EHumanEsophagusESCC6.32e-264.83e-010.1327
11017SNRNP27P8T-EHumanEsophagusESCC4.92e-233.68e-010.0889
11017SNRNP27P9T-EHumanEsophagusESCC2.19e-153.08e-010.1131
11017SNRNP27P10T-EHumanEsophagusESCC2.74e-427.42e-010.116
11017SNRNP27P11T-EHumanEsophagusESCC5.35e-114.91e-010.1426
11017SNRNP27P12T-EHumanEsophagusESCC1.85e-324.71e-010.1122
11017SNRNP27P15T-EHumanEsophagusESCC8.36e-265.72e-010.1149
11017SNRNP27P16T-EHumanEsophagusESCC9.88e-315.34e-010.1153
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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
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:000838026EsophagusHGINRNA splicing160/2587434/187233.74e-341.12e-30160
GO:0008380111EsophagusESCCRNA splicing336/8552434/187231.74e-423.67e-39336
GO:000838012LiverCirrhoticRNA splicing229/4634434/187239.13e-372.86e-33229
GO:000838022LiverHCCRNA splicing313/7958434/187231.36e-361.73e-33313
GO:000838020Oral cavityOSCCRNA splicing308/7305434/187232.43e-427.70e-39308
GO:0008380110Oral cavityLPRNA splicing237/4623434/187231.82e-413.79e-38237
GO:0008380112SkincSCCRNA splicing263/4864434/187232.45e-535.13e-50263
GO:0008380113ThyroidPTCRNA splicing273/5968434/187234.44e-411.40e-37273
GO:000838034ThyroidATCRNA splicing270/6293434/187237.50e-351.19e-31270
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0304018EsophagusHGINSpliceosome79/1383217/84653.22e-137.00e-125.56e-1279
hsa0304019EsophagusHGINSpliceosome79/1383217/84653.22e-137.00e-125.56e-1279
hsa0304027EsophagusESCCSpliceosome128/4205217/84653.31e-038.79e-034.50e-03128
hsa0304037EsophagusESCCSpliceosome128/4205217/84653.31e-038.79e-034.50e-03128
hsa030407LiverCirrhoticSpliceosome102/2530217/84655.69e-089.47e-075.84e-07102
hsa0304012LiverCirrhoticSpliceosome102/2530217/84655.69e-089.47e-075.84e-07102
hsa0304022LiverHCCSpliceosome122/4020217/84655.55e-031.60e-028.91e-03122
hsa0304032LiverHCCSpliceosome122/4020217/84655.55e-031.60e-028.91e-03122
hsa0304016Oral cavityOSCCSpliceosome123/3704217/84657.21e-052.74e-041.40e-04123
hsa0304017Oral cavityOSCCSpliceosome123/3704217/84657.21e-052.74e-041.40e-04123
hsa0304026Oral cavityLPSpliceosome106/2418217/84651.30e-102.40e-091.55e-09106
hsa0304036Oral cavityLPSpliceosome106/2418217/84651.30e-102.40e-091.55e-09106
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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
SNRNP27SNVMissense_Mutationc.220N>Ap.Glu74Lysp.E74KQ8WVK2protein_codingtolerated(0.1)benign(0.013)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SNRNP27SNVMissense_Mutationc.292N>Ap.Glu98Lysp.E98KQ8WVK2protein_codingtolerated(0.19)probably_damaging(0.973)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SNRNP27SNVMissense_Mutationrs143382169c.124C>Tp.Arg42Cysp.R42CQ8WVK2protein_codingdeleterious(0)probably_damaging(0.965)TCGA-DR-A0ZL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SNRNP27SNVMissense_Mutationc.283G>Ap.Gly95Serp.G95SQ8WVK2protein_codingdeleterious(0.04)probably_damaging(0.996)TCGA-AA-A024-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SNRNP27SNVMissense_Mutationc.368C>Tp.Ser123Phep.S123FQ8WVK2protein_codingdeleterious(0.01)benign(0.117)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
SNRNP27SNVMissense_Mutationnovelc.113N>Ap.Arg38Glnp.R38QQ8WVK2protein_codingdeleterious(0.03)benign(0.057)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SNRNP27SNVMissense_Mutationc.422N>Gp.Met141Argp.M141RQ8WVK2protein_codingdeleterious(0)possibly_damaging(0.855)TCGA-A5-A0GV-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownPD
SNRNP27SNVMissense_Mutationc.83N>Ap.Arg28Glnp.R28QQ8WVK2protein_codingtolerated(0.24)benign(0)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SNRNP27SNVMissense_Mutationc.454G>Ap.Asp152Asnp.D152NQ8WVK2protein_codingdeleterious(0)probably_damaging(0.989)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SNRNP27SNVMissense_Mutationnovelc.428G>Ap.Arg143Glnp.R143QQ8WVK2protein_codingdeleterious(0)benign(0.235)TCGA-E6-A1LX-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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