Tiago Costa @tcostalab.bsky.social · 10/08/2026We have reflect on how AI could reshape scientific reasoning and discovery - not by replacing scientists, but by helping us escape our own biases, expand the hypothesis space, and consider mechanisms we might never have imagined. 🔗https://sciencedirect.com/science/article/pii/S1097276526004661 021
Reposted by Tiago CostaMolecular Cell @cp-molcell.bsky.social · 30/07/2026Online Now: Escaping our own biases: AI, scientific reasoning, and discovery in molecular biology Online now:dlvr.itEscaping our own biases: AI, scientific reasoning, and discovery in molecular biologyArtificial intelligence may transform molecular biology not by always providing the correct answer, but by exploring mechanistic possibilities unconstrained by the assumptions that shape expert thinking. Its greatest contribution may be exposing the intellectual blind spots of scientists, while experimental validation remains the ultimate arbiter of truth. 022
Tiago Costa @tcostalab.bsky.social · 05/06/2026📢 We are recruiting! I’m looking for a Research Associate in Structural Biology to join my lab at Imperial College London to study horizontal gene transfer using cryo-EM, biochemistry and microbiology. Please share with interested candidates! Apply: shorturl.at/gmJGSimperial.ac.ukDescriptionPlease note that job descriptions are not exhaustive, and you may be asked to take on additional duties that align with the key responsibilities ment... 01617
Tiago Costa @tcostalab.bsky.social · 28/05/2026Our new study reveals how bacterial toxins are physically captured through a sequential, concentration-dependent assembly mechanism before secretion via the T6SS. Fantastic collaboration with @fillouxlab.bsky.social. Congrats Patricia & Ambre for leading this work. Paper here: shorturl.at/O31Vnshorturl.atMolecular basis of type VI secretion system effector loading - Nature MicrobiologyStructural analysis reveals that the type VI secretion system effector cargo is enclosed within hexameric Hcp3 rings that form sequentially to enable effector loading and delivery by the Pseudomonas aeruginosa H3-type VI secretion system. 1229
Reposted by Tiago CostaNature Microbiology @natmicrobiol.nature.com · 27/05/2026Out Now! Molecular basis of type VI secretion system effector loading #MicroSkygo.nature.comMolecular basis of type VI secretion system effector loadingNature Microbiology, Published online: 27 May 2026; doi:10.1038/s41564-026-02363-xStructural analysis reveals that the type VI secretion system effector cargo is enclosed within hexameric Hcp3 rings that form sequentially to enable effector loading and delivery by the Pseudomonas aeruginosa H3-type VI secretion system. 0178
Reposted by Tiago CostaJosé R Penadés @jrpenades.bsky.social · 31/03/2026This paper started as an idea @albertomarina.bsky.social had many years ago… which of course means he was right all along 😄. Some of us just needed a few years (and a lot of experiments) to catch up. Grateful (and slightly humbled) to be part of this. Thanks Alberto! www.cell.com/cell/fulltex...cell.comPhages communicate across species to shape microbial ecosystemsGallego-del-Sol et al. show that arbitrium-coding phages can sense non-cognate peptide signals from other phages to regulate lysis-lysogeny decisions. This crosstalk affects lysis-lysogeny outcomes of... 27647
Tiago Costa @tcostalab.bsky.social · 04/03/2026Please RT:📢We are hiring a Post-Doc in Structural Biology to join our multidisciplinary team. Project: study molecular mechanisms of horizontal gene transfer using cryo-EM and integrative structural biology. Apply: shorturl.at/ecrVL #StructuralBiology #CryoEM #Postdocshorturl.atDescriptionPlease note that job descriptions are not exhaustive, and you may be asked to take on additional duties that align with the key responsibilities ment... 089
Reposted by Tiago CostaTiago Costa @tcostalab.bsky.social · 30/11/2025🚨 PhD Opportunity in my lab🚨 Harnessing Phage Satellites for Next-Generation Biological Crop Protection 🗓 Deadline: 12 Jan 🔗 Apply: tinyurl.com/425x8ahj 🔗 Project : tinyurl.com/22uanm86 Interested in Structural Microbiology, Phage Biology & SynBio - Apply Now!tinyurl.comGrantham PhD opportunitiesThe Grantham Institute - Climate Change and the Environment invites PhD applications that support projects in some of our priority research areas. In... 044
Tiago Costa @tcostalab.bsky.social · 30/11/2025🚨 PhD Opportunity in my lab🚨 Harnessing Phage Satellites for Next-Generation Biological Crop Protection 🗓 Deadline: 12 Jan 🔗 Apply: tinyurl.com/425x8ahj 🔗 Project : tinyurl.com/22uanm86 Interested in Structural Microbiology, Phage Biology & SynBio - Apply Now!tinyurl.comGrantham PhD opportunitiesThe Grantham Institute - Climate Change and the Environment invites PhD applications that support projects in some of our priority research areas. In... 044
Reposted by Tiago CostaImperial Life Sciences @imperiallifesci.bsky.social · 20/10/2025New paper just out from #OurImperial @tcostalab.bsky.social The assembly of a hybrid type IV secretion system by a Crohn’s disease-associated Escherichia coli strain. www.nature.com/articles/s41...nature.comThe assembly of a hybrid type IV secretion system by a Crohn’s disease-associated Escherichia coli strain - Nature CommunicationsAdherent-invasive strains of E. coli are commonly isolated from patients with Crohn’s disease. Here, the authors show that an AIEC harbours a hybrid Type IV secretion system (T4SS) that mediates pilin... 054
Reposted by Tiago CostaIEEE Spectrum @spectrum.ieee.org · 25/09/2025"It's less like pressing a button for an answer and more like mentoring a junior colleague—asking the right questions, pushing back on shallow reasoning, and nudging the system toward sharper insights."spectrum.ieee.orgGoogle's AI Co-Scientist Is Changing the Face of Scientific ResearchGoogle's AI co-scientist is proving itself more than a novelty. In two biology studies, it generated exciting ideas that could have taken years of lab work to uncover. 054
Reposted by Tiago CostaImperial Science @imperialsci.bsky.social · 11/09/2025Imperial researchers have discovered how ‘pirate phages’ hijack other viruses to break into bacteria, sharing new genetic material for dangerous traits. This discovery that could be harnessed to tackle #AMR Read more ⬇️ www.imperial.ac.uk/news/268213/... 152
Tiago Costa @tcostalab.bsky.social · 09/09/2025Thrilled to share that two of our papers with @jrpenades.bsky.social & GoogleDeepMind are now out in @cellpress.bsky.social 1️⃣Microbial piracy: tinyurl.com/yvf6t3b3 2️⃣AI co-scientist mirrors experimental science: tinyurl.com/2dym92kj @imperialcollegeldn.bsky.social @imperiallifesci.bsky.social 0177
Reposted by Tiago Costabeebylab.bsky.social @beebylab.bsky.social · 01/07/2025New study shows how bacteria evolved powered-up propellers www.imperial.ac.uk/news/265473/... ... www.nature.com/articles/s41...imperial.ac.ukNew study shows how bacteria evolved powered-up propellers | Imperial News | Imperial College LondonDr Morgan Beeby’s lab has discovered how some flagella - tiny ‘tail’ propellers used by bacteria for swimming - evolved to be more powerful. 031
Reposted by Tiago CostaDoryen Bubeck @doryenbubeck.bsky.social · 08/04/2025Honored to have been chosen for this year’s GlaxoSmithKline Award from @biochemsoc.bsky.social. A big thank you to lab members past and present @imperialsci.bsky.social and @erc.europa.eu @cruk-si.bsky.social @wellcometrust.bsky.social for supporting our work. 2283
Reposted by Tiago CostaImperial Life Sciences @imperiallifesci.bsky.social · 27/02/2025Check out our own Tiago Costa @tcostalab.bsky.social talking about Google's 'AI Co-scientist' on BBC Radio 4 here: www.bbc.co.uk/programmes/m... Exciting stuff!bbc.co.ukBBC Radio 4 - BBC Inside Science, AI in Science: Promise and PerilGoogle has launched a new AI tool called Co-Scientist. How good is it? 042
Reposted by Tiago CostaCésar Sánchez @twistedbacteria.bsky.social · 20/02/2025You can listen to Jose Penades @jrpenades.bsky.social interview about #phages and Google's 'AI Co-scientist' on BBC Radio 4 here: (go to 2:34:15) www.bbc.co.uk/sounds/play/...bbc.co.ukToday - 20/02/2025 - BBC SoundsNews and current affairs, including Sports Desk, Weather and Thought for the Day. 064
Tiago Costa @tcostalab.bsky.social · 20/02/2025With @jrpenades.bsky.social, we challenged Google AI co-scientist to generate hypotheses. In just 2 days, it recapitulated our unpublished, experimentally confirmed mechanism for how cf-PICIs spread between bacterial species! @imperialcollegeldn.bsky.social tinyurl.com/3byyaeh2tinyurl.comAI mirrors experimental science to uncover a novel mechanism of gene transfer crucial to bacterial evolutionAI models have been proposed for hypothesis generation, but testing their ability to drive high-impact research is challenging, since an AI-generated hypothesis can take decades to validate. Here, we ... 01712
Reposted by Tiago CostaImperial Life Sciences @imperiallifesci.bsky.social · 20/02/2025An unreleased AI system by Google designed to assist researchers has the potential to "supercharge science." Dr Tiago Dias da Costa and other Imperial researchers were the first to test it, and say it replicated ten years of work in just two days. www.imperial.ac.uk/news/261293/...imperial.ac.ukGoogle’s AI co-scientist could enhance research, say Imperial researchers | Imperial News | Imperial College LondonAn unreleased system designed to assist researchers has the potential to “supercharge science”, according to Imperial researchers. 032
Tiago Costa @tcostalab.bsky.social · 12/02/2025New work from the lab with @jrpenades.bsky.social! We discovered a biological entity that spreads among different bacterial species by hijacking tails from various phages. This finding has major translational applications due to its broad host range. More news soon! shorturl.at/kRJqEshorturl.atChimeric infective particles expand species boundaries in phage inducible chromosomal island mobilizationSome mobile genetic elements spread among unrelated bacterial species through unknown mechanisms. Recently, we discovered that identical capsid-forming phage-inducible chromosomal islands (cf-PICIs), ... 0135
Reposted by Tiago CostaImperial Life Sciences @imperiallifesci.bsky.social · 31/12/2024Huge congratulations to our Head of Life Sciences Prof Dan Davis @dandavis101.bsky.social who has been recognised in the 2025 New Year Honours list! 🎖️ Dan receives an MBE for his services to science communication. #OurImperial Read more 🔽 imperial.ac.uk/news/259480/... 391
Reposted by Tiago Costafillouxlab.bsky.social @fillouxlab.bsky.social · 18/12/2024Great to see this paper published on Cpx signalling, LPS remodelling and colistin resistance. It is always a pleasure to work with my collaborators and friends @imperialcollegeldn.bsky.social @tcostalab.bsky.social @lukeallsopp.bsky.social and Gerald Larrouy Maumus. Check at doi.org/10.1038/s442...doi.orgCpx-signalling in Yersinia pseudotuberculosis modulates Lipid-A remodelling and resistance to last-resort antimicrobials - npj Antimicrobials and Resistancenpj Antimicrobials and Resistance - Cpx-signalling in Yersinia pseudotuberculosis modulates Lipid-A remodelling and resistance to last-resort antimicrobials 0135