InSyBio @InSyBio
InSyBio (Intelligent Systems Biology) is a biotechnology company delivering high quality products and services in precision medicine and nutrition. insybio.com United States Joined September 2013-
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🧬 InSyBio Interact can support PPI search, custom interaction datasets, network visualization, clustering and functional enrichment. 💻 Free one-month InSyBio Suite license: insybio.com/get-a-free-one… #InSyBioInteract #SystemsBiology
🕸️ After identifying interesting proteins, ask the next question: Do they interact? Do they form modules? Are particular functions enriched? Network context can turn a list of molecules into testable biological hypotheses. #NetworkBiology #Bioinformatics
Beautiful study. There is so much in microbial genomes we still don’t understand. Exciting to see the use of genome language models powering the discovery of these cool new systems. Congrats to @_David_Li, @garykbrixi, @BrianHie, and the team!
Excited to share Minerva, our approach using genome language models for biological discovery! Using Minerva, we find that UG27 reverse transcriptase systems encode variable arrays of diverse ncRNAs with a shared structure, each templating a short DNA hairpin. With @garykbrixi.
Can #AI move beyond prediction to explain disease? This review outlines how trustworthy AI can link #MultiOmics, imaging and real-world data to mechanisms, robust validation and #PrecisionMedicine. @CQU1929 #OpenAccess #GenesAndDiseases: doi.org/10.1016/j.gend…
🔗 A protein list is not yet a biological network. InSyBio Interact helps researchers explore predicted PPIs, protein information and interaction confidence in one connected workflow. 🌐 insybio.com/insybio-intera… #Proteomics #Interactomics #InSyBio
🤖 BioInfoLLM™ adds natural-language, evidence-grounded guidance inside InSyBio Suite. Ask about methods. Navigate workflows. Interpret outputs. Keep the biology in focus. 💻 Free one-month license: insybio.com/get-a-free-one… #BioInfoLLM #InSyBio #Bioinformatics
🕸️ Networks are not the end of the workflow. With InSyBio Suite, researchers can connect network analysis with statistical and ML-based biomarker discovery to move from relationships to predictive biosignatures. #BioNets #BiomarkerDiscovery #MachineLearning
🧬 One suite. Connected workflow. DataStore → Interact → BioNets → Biomarkers Move from data management to protein interactions, networks and predictive biosignatures. 🌐 insybio.com #InSyBioSuite #Bioinformatics #MultiOmics
🔄 A strong cross-study result should survive more than one preprocessing choice. Run sensitivity checks for: ✔️ Filtering ✔️ Normalization ✔️ Batch correction ✔️ Imputation Robust biology > one “perfect” pipeline. #Proteomics #Bioinformatics #InSyBio
📊 Missing values are not all the same. Before imputation, check whether missingness differs by: • Study • Platform • Batch • Experimental condition Technical missingness can easily become a false biological signal. #DataHarmonization #ReproducibleResearch
🧬 Proteomics meta-analysis tip: Do not merge first and troubleshoot later. Start by harmonizing: ✅ Protein identifiers ✅ Sample metadata ✅ QC criteria ✅ Filtering rules #Proteomics #Bioinformatics #MetaAnalysis
🇪🇺 GALATEA is a Horizon Europe MSCA project building a digital twin of human milk for more personalized infant nutrition. InSyBio is one of 11 partners across 5 countries, and InSyBio BioNets was used in this analysis. 🌐 atlas-galatea.insybio.com #HorizonEurope #MSCA #InSyBio
🧬 Key numbers from the preprint: • 2,911 identified proteins • 645-protein “core” human milk proteome • 12,550 predicted positive PPIs Network modules highlighted immune defence, vesicle secretion and proteostatic control. #SystemsBiology #NetworkBiology #Bioinformatics
📖 New GALATEA outcome: “A Proteomic Atlas of Human Milk.” The preprint integrates public MS-proteomics datasets into a systems-level atlas of human-milk proteins, interactions and regulatory networks. 📄 researchsquare.com/article/rs-100… #GALATEA #HumanMilk #Proteomics
📊 Finish the workshop with your own questions. The Bring Your Own Data session can support QC, statistics, visualization, integration, interpretation and reproducibility. 🎓 Certificate of attendance included. ℹ️ insybio.com/events/event/p… #InSyBio #HandsOnWorkshop
🧬 Who is it for? Bioinformaticians, proteomics researchers, computational biologists, PhD students, postdocs and wet-lab scientists moving into data analysis. 📅 Tomorrow | Online #MassSpectrometry #MultiOmics #ComputationalBiology
📊 Finish the workshop with your own questions. The Bring Your Own Data session can support QC, statistics, visualization, integration, interpretation and reproducibility. 🎓 Certificate of attendance included. ℹ️ insybio.com/events/event/p… #InSyBio #HandsOnWorkshop
🧬 Who is it for? Bioinformaticians, proteomics researchers, computational biologists, PhD students, postdocs and wet-lab scientists moving into data analysis. 📅 Tomorrow | Online #MassSpectrometry #MultiOmics #ComputationalBiology
⏳ TOMORROW. Python for Mass Spectrometry, Proteomics & Multi-Omics Analysis 🕔 5–10 PM EEST 🌐 Online 🧪 Hands-on Final reminder: eventbrite.com/e/python-for-m… #Proteomics #Python #Bioinformatics
⏳ TOMORROW. Python for Mass Spectrometry, Proteomics & Multi-Omics Analysis. Last Chance to Register! 🕔 5–10 PM EEST 🌐 Online 🧪 Hands-on Final reminder: eventbrite.com/e/python-for-m… #Proteomics #Python #Bioinformatics
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The HealthCare IT Exp... @HCITExpert
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