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Emanuel Gonçalves

@emanuelvgo

Assistant Professor Instituto Superior Técnico (IST) and INESC-ID https://web.tecnico.ulisboa.pt/emanuel.v.goncalves/

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18.11.2024
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Latest posts by Emanuel Gonçalves @emanuelvgo

The time to register for this is now!

It's a great opportunity for biological / biomedical researchers who want to get better in analysing their own data.

04.03.2026 13:28 👍 7 🔁 4 💬 0 📌 0
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FEBS Press Held on 20 November 2025 at Human Technopole in Milan, the 2nd European Cancer Dependency Map Symposium convened experimental and computational scientists to discuss how cancer dependency mapping in ...

Our thoughts, impressions, and presentations of the "2nd EuroDepMap symposium" in Milan (Nov 2025) are online at
@febsletters.bsky.social.

febs.onlinelibrary.wiley.com/doi/10.1002/...

24.02.2026 12:11 👍 4 🔁 8 💬 0 📌 0

Happy to share new work led by @miraburtscher.bsky.social, together with colleagues from @savitski-lab.bsky.social, @saezlab.bsky.social (shout-out to @martingarridorc.bsky.social), @zimmermannlab.bsky.social and others.

Original post + paper below! 👇

12.02.2026 10:43 👍 9 🔁 4 💬 0 📌 0
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📣 Please spread: we’re hiring a Lab Manager! It is a critical position in our new lab. As our lab moves to Barcelona and joins the @crg.eu, we’re looking for a Lab Manager to help build the lab and set the lab atmosphere.
🔗 Apply here 👉 recruitment.crg.eu/content/jobs...

23.01.2026 06:41 👍 89 🔁 94 💬 2 📌 3
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Comparison of Interventional Causal Structure Learning Algorithms for Gene Regulatory Network Inference Background: Causal structure learning offers a promising approach to studying gene regulation in cells, aiming to provide deeper mechanistic insights than purely association-based methods. Theoretical...

A new lab preprint is up: Work led by our MSc student Jan Sprengel comparing Interventional Causal Structure Learning Algorithms for Gene Regulatory Network Inference from single cell CRISPR perturbation screens 👇 www.biorxiv.org/content/10.6...

10.12.2025 07:33 👍 16 🔁 8 💬 0 📌 0

🚀 Announcing the Official @opentargets.org MCP!
We've partnered with @anthropic.com to give AI seamless access to high-quality genetic and target-discovery data. Open for the entire community to accelerate therapeutic development.
Read more at blog.opentargets.org/official-ope...

12.01.2026 13:12 👍 6 🔁 2 💬 0 📌 1

WRN inhibitors are being tested in patients with MSI cancers. How do tumours adapt to WRN inhibition, and can therapy stay ahead of resistance?

Our latest preprint investigates how MSI tumours evolve under pressure from WRN inhibition. Highlights below.

28.12.2025 07:12 👍 4 🔁 4 💬 1 📌 0
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Functional modules predict cancer-relevant genetic interactions in mammalian cells Genetic interactions can reveal gene function and identify cancer-relevant synthetic lethals, but systematic mapping in human cells is constrained by inefficient reagents, vast combinatorial search sp...

Merry Christmas, genetic interaction nerds:

www.biorxiv.org/content/10.6...

21.12.2025 20:42 👍 21 🔁 9 💬 2 📌 0
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Absolutely thrilled to share the latest work from my lab focused on the variation and evolution of human centromeres among global populations! We assembled 2,110 human centromeres, identifying 226 new major haplotypes and 1,870 α-satellite HOR variants. www.biorxiv.org/content/10.6...

16.12.2025 16:05 👍 108 🔁 46 💬 4 📌 2
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Yesterday in Valencia Dr. @nlbigas.bsky.social received the 2025 Premio Rei Jaume I in Biomedical Research. Her work on how cancer mutations arise and evolve has earned major recognition!
Congratulations, Núria! 🙌
#ReiJaumeI #CancerResearch
@cerca.cat @icreacommunity.bsky.social @bbglab.bsky.social

26.11.2025 13:30 👍 17 🔁 8 💬 0 📌 0
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Finally the scary example. The image of a western blot with a time course experiment, staining a protein of interest, showing the increase of protein over time and a second staining with a control antibody that does not change over time

21.11.2025 13:14 👍 26 🔁 9 💬 3 📌 10
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The second was about drawing the EGF pathway. I also asked to create an SVG of the EGF pathway drawing which worked but with much lower quality.

21.11.2025 13:14 👍 8 🔁 2 💬 1 📌 1
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I tried the updated Gemini image generator on scientific related image prompts that have failed in the past and I am really impressed by the quality of the outputs. The first is drawing a diagram for a pocket prediction algorithm using Voronoi diagram, Delaunay triangulation and alpha shapes

21.11.2025 13:14 👍 25 🔁 8 💬 1 📌 1
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The last session starts with Lodewyk Wessels from @nkinl.bsky.social sharing the work on perturbation response models!

20.11.2025 15:56 👍 6 🔁 4 💬 0 📌 0
Evangelia Petsalaki presenting at the 2nd European Cancer Dependency  Map Symposium

Evangelia Petsalaki presenting at the 2nd European Cancer Dependency Map Symposium

And we finish this session with @epetsalaki.bsky.social showing the potential of using CRISPR data to study context specific signalling and drug responses

20.11.2025 16:18 👍 12 🔁 5 💬 0 📌 0
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Next we have @emanuelvgo.bsky.social , presenting the work on Minimal Libraries and use of AI-Synthetic Augmentation of CRISPR-Cas9 Screens for Drug Target Discovery

20.11.2025 14:17 👍 8 🔁 3 💬 0 📌 0
Emanuel’s slide depicts a bridge between lab data and patients - but the bridge is carefully labelled as the Ponte 25 de Abril in Lisbon

Emanuel’s slide depicts a bridge between lab data and patients - but the bridge is carefully labelled as the Ponte 25 de Abril in Lisbon

@emanuelvgo.bsky.social insisting the metaphors used in @eurocancerdepmap.bsky.social presentations have strong Portuguese representation 😄

20.11.2025 14:21 👍 16 🔁 5 💬 0 📌 0
Start of the second session of the 2nd EuroCancerDepMap symposium with a talk from Manuel Kaulich

Start of the second session of the 2nd EuroCancerDepMap symposium with a talk from Manuel Kaulich

The Synthetic Lethality and Innovations in CRISPR Screening session begins with @manuelkaulich.bsky.social telling us about exciting CRISPR libraries they have developed and how nuclear mRNA processing can mask the CRISPRko phenotypes @eurocancerdepmap.bsky.social

20.11.2025 10:50 👍 12 🔁 4 💬 0 📌 0
Yes, this is where you would work (the round building, not the boat)

Yes, this is where you would work (the round building, not the boat)

We are looking for a postdoc to join our team! If you're interested in translating a cutting edge genomics technology (www.nature.com/articles/s41...) to real-life applications in hematology, this is for you. We offer a unique working environment ON THE BEACH: recruitment.crg.eu/content/jobs...

20.11.2025 09:36 👍 17 🔁 16 💬 0 📌 3
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You may have noticed that AlphaFold3 does not allow covalent bonds between/within polymer chains (protein, DNA, RNA) but allows it for ligands. We tried to go around this limitation by simply treating one of residues/nucleic acids as a ligand.

16.10.2025 10:47 👍 20 🔁 7 💬 2 📌 1
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Synthetic lethality in cancer drug discovery: challenges and opportunities Nature Reviews Drug Discovery - This Review outlines recent advances in synthetic lethality, from CRISPR-based discovery and machine learning-guided prioritization of gene pairs to new phenotypic...

Enjoyed writing this review of synthetic lethality in drug discovery with @emanuelvgo.bsky.social and @davidjadams.bsky.social rdcu.be/eFBmw

24.09.2025 14:54 👍 5 🔁 1 💬 0 📌 0
depmap miner logo

depmap miner logo

The Garnett Lab is excited to launch DepMap Miner, a new tool to explore cancer dependency data!
Built on the Sanger DepMap, the DepMap Miner brings together multi-omic and functional datasets for over 1300 cancer cell models.

Start mining data now: dataminer.depmap.sanger.ac.uk

20.09.2025 07:43 👍 55 🔁 23 💬 2 📌 0
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Balancing off-target and on-target considerations for optimized Cas9 CRISPR knockout library design The continued development of high-dimensional CRISPR screen readouts, such as single-cell RNA sequencing and high-content imaging, necessitates compact libraries to enable functional interrogation at ...

Doomscrolling pause to chat CRISPR libraries! Preprint describes our new, data-driven approach to combine on-target and off-target predictions much more intelligently for *selecting* guides, which we use to develop our newest Cas9 knockout library, Jacquere. Thread: www.biorxiv.org/content/10.1...

07.09.2025 17:02 👍 74 🔁 24 💬 2 📌 0
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A nasal spray reduced the risk of Covid infections in a double blind, placebo controlled randomized trial
jamanetwork.com/journals/jam...

02.09.2025 15:16 👍 624 🔁 175 💬 22 📌 17
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Vimentin intermediate filaments as structural and mechanical coordinators of mesenchymal cells - Nature Cell Biology This Perspective presents recent insights into vimentin filament structure and function and discusses emerging findings that point to a role in tumour invasion in mesenchymal cells analogous to embryo...

🍹This Perspective discusses recent insights into #vimentin filament structure and function, as well as emerging findings that point to a role in #tumor invasion in #mesenchymal cells analogous to embryonic development and wound healing.
👉https://rdcu.be/eCOQp

bit.ly/423dC3c

28.08.2025 06:34 👍 11 🔁 2 💬 0 📌 0

If this was a drug, it would be a blockbuster prevention vs Alzheimer's disease for APOE4 homozygotes, with 35% reduction of risk!

26.08.2025 14:00 👍 108 🔁 31 💬 3 📌 0

We recently performed SGE of RNU4-2 and identified functionally impactful variants underlying a new recessive disease. Today, the team led by @rociorius.bsky.social @alexblakes.bsky.social @cassimons.bsky.social & @nickywhiffin.bsky.social provide in-depth analysis of its clinical presentation. 🧵⬇️

18.08.2025 12:20 👍 8 🔁 3 💬 0 📌 0
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Horizon Europe 2028 - 2034: twice bigger, simpler, faster and more impactful Research and innovation news alert: As part of the next long-term EU budget 2028-2034, the Commission is proposing to double the budget of the research and innovation framework programme to €175 billi...

Very promising news on the next seven-year EU budget, with a proposed substantial increase for Horizon Europe including the ERC.

We are analysing the other parts of this proposal in more detail.

@Vonderleyen @EZaharievaEU

research-and-innovation.ec.europa.eu/news/all-res...

23.07.2025 19:49 👍 162 🔁 49 💬 2 📌 4

Second day of the Royal Soc Future of Science Publishing conference #FutureSciPub. This morning we start with a panel on leveraging digital infrastructure to go beyond traditional journal/article model.

15.07.2025 08:37 👍 69 🔁 15 💬 1 📌 1