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: OTOS

Gene summary for OTOS

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

OTOS

Gene ID

150677

Gene nameotospiralin
Gene AliasOTOSP
Cytomap2q37.3
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q8NHW6


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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
150677OTOSAdj_PTCwithHT_6HumanThyroidHT1.58e-12-6.22e-010.02
150677OTOSPTCwithHT_6HumanThyroidHT5.09e-09-6.19e-010.02
150677OTOSPTCwithHT_8HumanThyroidHT1.22e-09-5.84e-010.0351
150677OTOSPTCwithoutHT_2HumanThyroidPTC1.23e-17-6.44e-010.0419
150677OTOSPTCwithoutHT_7HumanThyroidPTC4.22e-03-5.89e-010.0381
150677OTOSmale-WTAHumanThyroidPTC1.25e-13-5.65e-010.1037
150677OTOSfemale-WTAHumanThyroidPTC1.41e-04-6.23e-010.0726
150677OTOSPTC01HumanThyroidPTC1.05e-17-5.69e-010.1899
150677OTOSPTC03HumanThyroidPTC1.65e-06-5.63e-010.1784
150677OTOSPTC05HumanThyroidPTC4.16e-06-4.92e-010.2065
150677OTOSPTC06HumanThyroidPTC8.44e-09-3.01e-010.2057
150677OTOSPTC07HumanThyroidPTC1.52e-15-2.90e-010.2044
150677OTOSATC08HumanThyroidATC9.11e-05-6.44e-010.0541
150677OTOSATC09HumanThyroidATC1.24e-05-6.44e-010.2871
150677OTOSATC12HumanThyroidATC6.38e-17-6.44e-010.34
150677OTOSATC13HumanThyroidATC7.43e-16-6.43e-010.34
150677OTOSATC1HumanThyroidATC2.06e-04-6.44e-010.2878
150677OTOSATC4HumanThyroidATC1.62e-17-6.44e-010.34
150677OTOSATC5HumanThyroidATC6.38e-17-6.43e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
OTOSSNVMissense_Mutationnovelc.267C>Gp.Asp89Glup.D89EQ8NHW6protein_codingtolerated(0.61)benign(0.012)TCGA-A7-A5ZX-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
OTOSSNVMissense_Mutationnovelc.103C>Tp.Pro35Serp.P35SQ8NHW6protein_codingtolerated(0.1)probably_damaging(0.947)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
OTOSSNVMissense_Mutationnovelc.107N>Tp.Ala36Valp.A36VQ8NHW6protein_codingdeleterious(0)probably_damaging(0.994)TCGA-VS-A9UJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
OTOSSNVMissense_Mutationnovelc.28N>Ap.Ala10Thrp.A10TQ8NHW6protein_codingtolerated(0.38)possibly_damaging(0.765)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
OTOSSNVMissense_Mutationc.199N>Ap.Ala67Thrp.A67TQ8NHW6protein_codingdeleterious(0)probably_damaging(0.996)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
OTOSSNVMissense_Mutationnovelc.89N>Ap.Pro30Hisp.P30HQ8NHW6protein_codingdeleterious(0.04)probably_damaging(0.998)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
OTOSdeletionFrame_Shift_Delc.184delNp.Gln62ArgfsTer?p.Q62Rfs*?Q8NHW6protein_codingTCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
OTOSdeletionFrame_Shift_Delc.184delNp.Gln62ArgfsTer?p.Q62Rfs*?Q8NHW6protein_codingTCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
OTOSSNVMissense_Mutationnovelc.35N>Tp.Cys12Phep.C12FQ8NHW6protein_codingtolerated(0.15)possibly_damaging(0.648)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
OTOSSNVMissense_Mutationnovelc.242N>Tp.Gly81Valp.G81VQ8NHW6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
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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
150677OTOSDRUGGABLE GENOMEcisplatinCISPLATIN25410892,31666714
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