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
29888STRN4HTA11_3410_2000001011HumanColorectumAD9.82e-031.45e-010.0155
29888STRN4HTA11_2487_2000001011HumanColorectumSER1.63e-033.36e-01-0.1808
29888STRN4HTA11_411_2000001011HumanColorectumSER2.27e-046.22e-01-0.2602
29888STRN4HTA11_3361_2000001011HumanColorectumAD1.02e-022.53e-01-0.1207
29888STRN4HTA11_696_2000001011HumanColorectumAD3.07e-031.69e-01-0.1464
29888STRN4HTA11_1391_2000001011HumanColorectumAD8.67e-032.41e-01-0.059
29888STRN4HTA11_866_3004761011HumanColorectumAD4.32e-051.48e-010.096
29888STRN4HTA11_7696_3000711011HumanColorectumAD1.97e-194.47e-010.0674
29888STRN4HTA11_99999971662_82457HumanColorectumMSS2.74e-052.51e-010.3859
29888STRN4HTA11_99999974143_84620HumanColorectumMSS4.99e-041.28e-010.3005
29888STRN4LZE7THumanEsophagusESCC4.02e-092.56e-010.0667
29888STRN4LZE24THumanEsophagusESCC2.70e-051.64e-010.0596
29888STRN4LZE6THumanEsophagusESCC1.19e-031.89e-010.0845
29888STRN4P1T-EHumanEsophagusESCC6.12e-073.03e-010.0875
29888STRN4P2T-EHumanEsophagusESCC1.24e-081.03e-010.1177
29888STRN4P4T-EHumanEsophagusESCC4.56e-132.05e-010.1323
29888STRN4P5T-EHumanEsophagusESCC8.94e-141.26e-010.1327
29888STRN4P8T-EHumanEsophagusESCC1.41e-365.46e-010.0889
29888STRN4P9T-EHumanEsophagusESCC1.18e-081.01e-010.1131
29888STRN4P10T-EHumanEsophagusESCC4.19e-254.07e-010.116
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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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