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: SHFL

Gene summary for SHFL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SHFL

Gene ID

55337

Gene nameshiftless antiviral inhibitor of ribosomal frameshifting
Gene AliasC19orf66
Cytomap19p13.2
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q9NUL5


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
55337SHFLLZE4THumanEsophagusESCC5.68e-072.22e-010.0811
55337SHFLLZE7THumanEsophagusESCC3.01e-103.99e-010.0667
55337SHFLLZE8THumanEsophagusESCC9.33e-113.17e-010.067
55337SHFLLZE20THumanEsophagusESCC4.88e-051.97e-010.0662
55337SHFLLZE22D1HumanEsophagusHGIN8.03e-042.01e-010.0595
55337SHFLLZE22THumanEsophagusESCC1.54e-043.08e-010.068
55337SHFLLZE24THumanEsophagusESCC5.87e-408.64e-010.0596
55337SHFLLZE22D3HumanEsophagusHGIN1.28e-055.85e-010.0653
55337SHFLLZE21THumanEsophagusESCC1.37e-063.87e-010.0655
55337SHFLLZE6THumanEsophagusESCC7.09e-154.64e-010.0845
Page: 1 

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
∗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:000641727EsophagusHGINregulation of translation139/2587468/187231.46e-197.98e-17139
GO:001603227EsophagusHGINviral process118/2587415/187233.01e-156.22e-13118
GO:001905827EsophagusHGINviral life cycle93/2587317/187233.66e-135.63e-1193
GO:001907926EsophagusHGINviral genome replication48/2587131/187234.65e-115.07e-0948
GO:005079225EsophagusHGINregulation of viral process50/2587164/187232.53e-081.49e-0650
GO:004506919EsophagusHGINregulation of viral genome replication32/258785/187233.61e-082.04e-0632
GO:002241120EsophagusHGINcellular component disassembly102/2587443/187238.31e-084.33e-06102
GO:190390025EsophagusHGINregulation of viral life cycle45/2587148/187231.36e-076.78e-0645
GO:000641418EsophagusHGINtranslational elongation22/258755/187231.46e-065.56e-0522
GO:00342496EsophagusHGINnegative regulation of cellular amide metabolic process66/2587273/187232.74e-069.60e-0566
GO:00171486EsophagusHGINnegative regulation of translation59/2587245/187231.03e-052.96e-0459
GO:001908016EsophagusHGINviral gene expression28/258794/187234.52e-051.09e-0328
GO:00450718EsophagusHGINnegative regulation of viral genome replication19/258756/187231.10e-042.33e-0319
GO:003298415EsophagusHGINprotein-containing complex disassembly50/2587224/187233.43e-045.56e-0350
GO:004852510EsophagusHGINnegative regulation of viral process25/258792/187235.41e-047.71e-0325
GO:001908115EsophagusHGINviral translation8/258716/187236.00e-048.41e-038
GO:00343406EsophagusHGINresponse to type I interferon17/258758/187231.64e-031.82e-0217
GO:000961517EsophagusHGINresponse to virus69/2587367/187234.39e-033.86e-0269
GO:0016032111EsophagusESCCviral process301/8552415/187233.34e-291.32e-26301
GO:0022411111EsophagusESCCcellular component disassembly305/8552443/187231.94e-234.57e-21305
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
Page: 1 

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