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: STRN4

Gene summary for STRN4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STRN4

Gene ID

29888

Gene namestriatin 4
Gene AliasPPP2R6C
Cytomap19q13.32
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q59GV6


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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
29888STRN4C43HumanOral cavityOSCC2.32e-163.46e-010.1704
29888STRN4C46HumanOral cavityOSCC4.68e-113.00e-010.1673
29888STRN4C51HumanOral cavityOSCC1.54e-165.45e-010.2674
29888STRN4C57HumanOral cavityOSCC2.03e-103.44e-010.1679
29888STRN4C08HumanOral cavityOSCC6.37e-204.23e-010.1919
29888STRN4LN22HumanOral cavityOSCC7.61e-057.54e-010.1733
29888STRN4LN46HumanOral cavityOSCC7.57e-124.46e-010.1666
29888STRN4SYSMH1HumanOral cavityOSCC1.87e-092.43e-010.1127
29888STRN4SYSMH2HumanOral cavityOSCC6.17e-113.61e-010.2326
29888STRN4SYSMH3HumanOral cavityOSCC1.04e-184.06e-010.2442
29888STRN4SYSMH5HumanOral cavityOSCC1.18e-101.67e-010.0647
29888STRN4SYSMH6HumanOral cavityOSCC3.41e-091.17e-010.1275
29888STRN4male-WTAHumanThyroidPTC4.06e-253.19e-010.1037
29888STRN4PTC04HumanThyroidPTC4.40e-051.42e-010.1927
29888STRN4PTC05HumanThyroidPTC1.58e-133.69e-010.2065
29888STRN4PTC06HumanThyroidPTC1.32e-121.90e-010.2057
29888STRN4PTC07HumanThyroidPTC2.05e-132.14e-010.2044
29888STRN4ATC12HumanThyroidATC6.18e-041.36e-010.34
29888STRN4ATC13HumanThyroidATC6.29e-183.62e-010.34
29888STRN4ATC2HumanThyroidATC1.01e-047.67e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
STRN4SNVMissense_Mutationnovelc.2263C>Ap.Leu755Metp.L755MQ9NRL3protein_codingdeleterious(0)probably_damaging(1)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
STRN4SNVMissense_Mutationrs769814736c.644C>Tp.Pro215Leup.P215LQ9NRL3protein_codingtolerated(0.08)benign(0.138)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
STRN4SNVMissense_Mutationrs779485652c.946N>Gp.Ile316Valp.I316VQ9NRL3protein_codingtolerated(0.05)benign(0.138)TCGA-E9-A3X8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphaneCR
STRN4deletionFrame_Shift_Delnovelc.847delNp.Asp283ThrfsTer10p.D283Tfs*10Q9NRL3protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
STRN4SNVMissense_Mutationnovelc.1483C>Tp.Arg495Trpp.R495WQ9NRL3protein_codingdeleterious(0)probably_damaging(1)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
STRN4SNVMissense_Mutationc.2042N>Gp.Ser681Cysp.S681CQ9NRL3protein_codingdeleterious(0)probably_damaging(0.993)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
STRN4SNVMissense_Mutationnovelc.354N>Gp.Ile118Metp.I118MQ9NRL3protein_codingdeleterious(0)probably_damaging(1)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
STRN4SNVMissense_Mutationc.1885N>Ap.Val629Ilep.V629IQ9NRL3protein_codingdeleterious(0)benign(0.003)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
STRN4SNVMissense_Mutationc.773N>Ap.Gly258Aspp.G258DQ9NRL3protein_codingtolerated(0.22)benign(0.287)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
STRN4SNVMissense_Mutationrs560915215c.2006N>Ap.Arg669Hisp.R669HQ9NRL3protein_codingdeleterious(0)probably_damaging(0.977)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=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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