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Ash Jogalekar

@ashjogalekar.bsky.social
546 followers 47 following 380 posts

I write about medicinal and computational chemistry and drug discovery with a sprinkling of history. Blog at medchemash.substack.com.

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Ash Jogalekar @ashjogalekar.bsky.social · 10/12/2025
The ball is in our court.
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Ash Jogalekar @ashjogalekar.bsky.social · 10/12/2025
New post: The unsung heroes of GLP-1 agonist therapies. How Padmanabhan Balaram and Isabella Karle laid the basic structural foundations for today's revolutionary drugs medchemash.substack.com/p/the-unsung...
medchemash.substack.com
The unsung heroes of GLP-1 agonist therapies
Padmanabhan Balaram and Isabella Karle laid the basic structural foundations for today's revolutionary drugs
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Reposted by Ash Jogalekar
Ash Jogalekar @ashjogalekar.bsky.social · 30/10/2025
Night Thoughts on the Promise of Agentic AI in Drug Discovery medchemash.substack.com/p/night-thou...
medchemash.substack.com
Night Thoughts on the Promise of Agentic AI in Drug Discovery
It's here, and it's real
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Ash Jogalekar @ashjogalekar.bsky.social · 30/10/2025
Night Thoughts on the Promise of Agentic AI in Drug Discovery medchemash.substack.com/p/night-thou...
medchemash.substack.com
Night Thoughts on the Promise of Agentic AI in Drug Discovery
It's here, and it's real
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Ash Jogalekar @ashjogalekar.bsky.social · 11/10/2025
This looks promising. www.science.org/doi/10.1126/...
science.org
Covalent inhibitors of the PI3Kα RAS binding domain impair tumor growth driven by RAS and HER2
Genetic disruption of the RAS binding domain (RBD) of Phosphoinositide 3-kinase alpha(PI3Kα) impairs the growth of tumors driven by the small guanosine triphosphatase RAS in mice and does not impact P...
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Ash Jogalekar @ashjogalekar.bsky.social · 09/10/2025
New post: LLMs for Computational Drug Design The continuing saga medchemash.substack.com/p/llms-for-c...
medchemash.substack.com
LLMs for Computational Drug Design
The continuing saga
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Ash Jogalekar @ashjogalekar.bsky.social · 08/10/2025
New post about a very interesting new paper: When it comes to predicting protein-ligand binding, AI don't trump physics. medchemash.substack.com/p/ai-dont-tr...
medchemash.substack.com
AI don't trump physics
First principles remain important
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Ash Jogalekar @ashjogalekar.bsky.social · 07/10/2025
New post: Frustrated PROTACs: Exceptions or the rule? Aka discomfort may be productive. medchemash.substack.com/p/frustrated...
medchemash.substack.com
Frustrated PROTACs: Exceptions or the rule?
Discomfort may be productive
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Reposted by Ash Jogalekar
Kresten Lindorff-Larsen @lindorfflarsen.bsky.social · 24/09/2025
From descriptive to quantitative biocatalysis “The 1913 study ‘Die Kinetik der Invertinwirkung’, by Michaelis and Menten, marked a pivotal advancement in enzymology by illustrating the application of mechanistic models and quantitative kinetics to biocatalysis.” doi.org/10.1038/s419...
doi.org
From descriptive to quantitative biocatalysis - Nature Catalysis
The 1913 study ‘Die Kinetik der Invertinwirkung’, by Michaelis and Menten, marked a pivotal advancement in enzymology by illustrating the application of mechanistic models and quantitative kinetics to biocatalysis. The foundational framework described back then continues to have a strong impact on enzymology, with profound influences that range from undergraduate education to structure–function studies and the format and content of contemporary kinetic databases.
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Ash Jogalekar @ashjogalekar.bsky.social · 24/09/2025
Forget “AI discovering drugs”, as I say in this post, coding for computational drug design is where the AI/LLM revolution is. medchemash.substack.com/p/code-not-d...
medchemash.substack.com
Code, not Drugs: The LLM Revolution in Computational Drug Design
Process before product
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Ash Jogalekar @ashjogalekar.bsky.social · 12/09/2025
The statistical is not the practical: A guide to gauging the real world significance of computational methods medchemash.substack.com/p/the-statis...
medchemash.substack.com
The statistical is not the practical
A guide to gauging the real world significance of computational methods
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Ash Jogalekar @ashjogalekar.bsky.social · 12/09/2025
Amazing to see Corey still publishing at age 97! pubs.acs.org/doi/abs/10.1...
pubs.acs.org
Highly Position- and Enantioselective Catalytic Epoxidation of Polyolefins Mediated by a Chiral Mn Complex, Including a One-Step Conversion of Squalene to the (S)-2,3-Epoxide, a Precursor of Natural S...
Reported herein is the synthesis of a novel chiral dicarboxylic ligand for Mn(II) and the application of the Mn complex to the highly enantio- and position-selective epoxidation of C═C under mild cond...
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Reposted by Ash Jogalekar
Bulletin of the Atomic Scientists @thebulletin.org · 04/09/2025
"Since I take solace in the belief that God looks after drunks, little children, and the USA, I still think maybe, somehow, out of chaos will come something good." —Graham Allison
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Reposted by Ash Jogalekar
Bulletin of the Atomic Scientists @thebulletin.org · 25/08/2025
Generative AI and off-the-shelf computational tools can make the synthesis and use of nerve agents for nefarious purposes more probable. "The Sarin shortcut: How AI lowers the bar for chemical weapons," by @ashjogalekar.bsky.social. ⬇️
thebulletin.org
The Sarin shortcut: How AI lowers the bar for chemical weapons
Generative AI and off-the-shelf computational tool can make the synthesis and use of nerve agents for nefarious purposes more probable.
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Ash Jogalekar @ashjogalekar.bsky.social · 25/08/2025
1/n: Honored to publish a piece in the Bulletin of the Atomic Scientists about how AI and computational chemistry could potentially lower barriers to chemical weapons. thebulletin.org/2025/08/the-... A summary thread about the Sarin shortcut and the dark side:
thebulletin.org
The Sarin shortcut: How AI lowers the bar for chemical weapons
Generative AI and off-the-shelf computational tool can make the synthesis and use of nerve agents for nefarious purposes more probable.
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Ash Jogalekar @ashjogalekar.bsky.social · 20/08/2025
This viewpoint is not just xenophobic but utterly stupid. Xi Jinping would like nothing more than for China’s best and brightest to stay in China. Then again, no act of self-sabotage could be big enough for this anti-American administration. www.wsj.com/opinion/send...
wsj.com
Opinion | Send Harvard’s Chinese Students Home
It makes no sense for the U.S. to be educating the scientific and leadership class of a future adversary.
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Reposted by Ash Jogalekar
Peter Kenny @pwk2024.bsky.social · 06/08/2025
Drawing on the wisdom of Forrest Gump and Dave Allen, I’ve reviewed Churcher, Newbold & Murray (2025) Return to Flatland, Nat Rev Chem 9:140–141 DOI: 10.1038/s41570-025-00688-5 #Fsp3 #DrugDesign #DrugDiscovery #metric #cheminformatics #MedChem #chemsky 🧪 fbdd-lit.blogspot.com/2025/08/retu...
fbdd-lit.blogspot.com
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Ash Jogalekar @ashjogalekar.bsky.social · 06/08/2025
Lithium seems to be everywhere. www.nature.com/articles/s41...
nature.com
Lithium deficiency and the onset of Alzheimer’s disease - Nature
Lithium has an essential role in the brain and is deficient early in Alzheimer’s disease, which can be recapitulated in mice and treated with a novel lithium salt that restores the physiological level.
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Ash Jogalekar @ashjogalekar.bsky.social · 23/07/2025
That's usually a good sign that you need to switch to an alternative protocol.
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Ash Jogalekar @ashjogalekar.bsky.social · 22/07/2025
In today's version of "How selective might this compound be?"
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Reposted by Ash Jogalekar
Ash Jogalekar @ashjogalekar.bsky.social · 21/07/2025
Highlights for those without a subscription: 1: California launched the biotech revolution with Genentech in 1976. Today, it's home to 16,500+ life sciences firms and generates $414B in economic output. But federal disinvestment threatens to stall our lead.
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Reposted by Ash Jogalekar
Greg Landrum @greglandrum.bsky.social · 17/07/2025
Today's #RDKit blog post is a heartfelt plea for clearer communication. greglandrum.github.io/rdkit-blog/p...
greglandrum.github.io
Please stop saying “The Tanimoto similarity is” – RDKit blog
A simple tip to explain what you actually did
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Reposted by Ash Jogalekar
David Knowles @writerknowles.bsky.social · 20/07/2025
In today's @sfchronicle.com, @ashjogalekar.bsky.social sounds the alarm about the China taking the lead in the biotech race with the U.S. www.sfchronicle.com/opinion/open...
sfchronicle.com
The U.S. is losing its biotech edge over China — and that’s bad news for the Bay Area
OPINION: From gene therapies to cancer breakthroughs, California has been the driving force behind America’s biotechnology industry. But today, that edge is slipping.
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Ash Jogalekar @ashjogalekar.bsky.social · 21/07/2025
My Op-Ed on the U.S-China biotech race is out today in the San Francisco Chronicle. The data speaks for itself, and we need to get our act together to maintain our lead in biotech innovation. www.sfchronicle.com/opinion/open...
sfchronicle.com
The U.S. is losing its biotech edge over China — and that’s bad news for the Bay Area
OPINION: From gene therapies to cancer breakthroughs, California has been the driving force behind America’s biotechnology industry. But today, that edge is slipping.
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Ash Jogalekar @ashjogalekar.bsky.social · 10/07/2025
Another day, another report on generic electron-rich aromatics seemingly inhibiting target X with specificity and potency without any tests on non-specific inhibition.
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Ash Jogalekar @ashjogalekar.bsky.social · 04/07/2025
I'm glad chatGPT can now use RDKit, but as my query to draw vemurafenib and illustrate its tautomers shows, there's work to be done, especially since that's not vemurafenib and those are not its tautomers.
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Ash Jogalekar @ashjogalekar.bsky.social · 26/06/2025
JFK: "Ich bin ein Berliner." Reagan: "Mr. Gorbachev, tear down this wall." Trump: "Vladimir STOP!" in-cyprus.philenews.com/internationa...
in-cyprus.philenews.com
On this day: John F. Kennedy’s delivered his famous “Ich bin ein Berliner” speech in 1963
Following is a chronological list of notable events that occurred on June 26 throughout history:Death of Emperor Julian (363)Roman Emperor Julian was mortally wounded during a skirmish near Samarra (S...
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Reposted by Ash Jogalekar
Ann Finkbeiner @annfinkbeiner.bsky.social · 19/06/2025
@ashjogalekar.bsky.social Ash Jogalekar has written a splendid & authoritative eulogy of Richard Garwin, and since Ash wrote it on his own website, he can say things that the rest of us, writing for publications, can't. And he did and you'll like it. 3quarksdaily.com/3quarksdaily...
Richard Garwin, looking at someone, hand poised, explaining things.
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Ash Jogalekar @ashjogalekar.bsky.social · 16/06/2025
A past experience with target selection reminded me of the uncertainty and messiness of drug discovery. medchemash.substack.com/p/the-moving...
medchemash.substack.com
The moving target
A past experience with target selection reminded me of the uncertainty and messiness of drug discovery.
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Ash Jogalekar @ashjogalekar.bsky.social · 11/06/2025
Epic thread.
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Ash Jogalekar @ashjogalekar.bsky.social · 10/06/2025
Not to worry, the Bloodletting, Bat Wing and Mercury Emetic committees are standing by, ready to dispense their valuable advice. Who needs expertise when you can simply make stuff up. www.wsj.com/opinion/rfk-...
wsj.com
Opinion | RFK Jr. Conducts His Vaccine Purge
His claims about conflicts of interest proved to be nothing.
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Ash Jogalekar @ashjogalekar.bsky.social · 10/06/2025
One of the underappreciated aspects of a totalitarian state is that everyday life becomes boring as hell (Shirer).
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Ash Jogalekar @ashjogalekar.bsky.social · 10/06/2025
AlphaFold models can be better than homology models. www.sciencedirect.com/science/arti...
sciencedirect.com
Comparing models and experimental structures of the GPR101 receptor: Artificial intelligence yields highly accurate models
Experimental structures solved through cryo-electron microscopy have recently been published for GPR101, a G protein-coupled receptor (GPCR) implicate…
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Ash Jogalekar @ashjogalekar.bsky.social · 09/06/2025
Sign this please. www.standupforscience.net/bethesda-dec...
standupforscience.net
Bethesda Declaration — STAND UP FOR SCIENCE
Support NIH Staff Now!
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Ash Jogalekar @ashjogalekar.bsky.social · 06/06/2025
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Ash Jogalekar @ashjogalekar.bsky.social · 03/06/2025
Knowns and unknowns in preclinical drug discovery: What we know for sure, that just ain't so. medchemash.substack.com/p/knowns-and...
medchemash.substack.com
Knowns and unknowns in preclinical drug discovery
What we know for sure, that just ain't so
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Ash Jogalekar @ashjogalekar.bsky.social · 03/06/2025
"In this study, we examine an overlooked factor: the chemical reactivity of commonly used organic buffer molecules toward ROS and how such reactivity affects the results interpretation." pubs.acs.org/doi/10.1021/...
pubs.acs.org
Detection and Analysis of Reactive Oxygen Species (ROS): Buffer Components Are Not Bystanders
Reactive oxygen species (ROS) play critical roles in pathophysiological processes. Therefore, there is widespread interest in learning ROS concentrations under various conditions. However, literature ...
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Reposted by Ash Jogalekar
Ash Jogalekar @ashjogalekar.bsky.social · 02/06/2025
A piece about a lightning-fast ascent of Mt. Everest that I read over the weekend led me down a rabbit hole with xenon, and while it involves some major players like PHD and HIF-1α, it's fascinating how much we don't know about its specific mechanism of action medchemash.substack.com/p/down-the-r...
medchemash.substack.com
Down the rabbit hole with xenon
There's much we still don't know
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Ash Jogalekar @ashjogalekar.bsky.social · 03/06/2025
The first paper demonstrating the power of cation-pi interactions, showing that K+ binds both water and benzene with the same highly favorable free energy (~19 kcal/mol). pubs.acs.org/doi/abs/10.1...
pubs.acs.org
Ion-solvent molecule interactions in the gas phase. The potassium ion and benzene
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Ash Jogalekar @ashjogalekar.bsky.social · 02/06/2025
A piece about a lightning-fast ascent of Mt. Everest that I read over the weekend led me down a rabbit hole with xenon, and while it involves some major players like PHD and HIF-1α, it's fascinating how much we don't know about its specific mechanism of action medchemash.substack.com/p/down-the-r...
medchemash.substack.com
Down the rabbit hole with xenon
There's much we still don't know
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Ash Jogalekar @ashjogalekar.bsky.social · 29/05/2025
Make Hemagglutinins Great Again.
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Reposted by Ash Jogalekar
Ash Jogalekar @ashjogalekar.bsky.social · 27/05/2025
New post: The age of the undruggable is over. The age of the unassayable is here. medchemash.substack.com/p/the-age-of...
medchemash.substack.com
The age of the undruggable is over
The age of the unassayable is here
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Ash Jogalekar @ashjogalekar.bsky.social · 28/05/2025
pubs.acs.org/doi/10.1021/...
pubs.acs.org
Confounding Factors in Targeted Degradation of Short-Lived Proteins
Targeted protein degradation has recently emerged as a novel option in drug discovery. Natural protein half-life is expected to affect the efficacy of degrading agents, but to what extent it influence...
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Ash Jogalekar @ashjogalekar.bsky.social · 27/05/2025
New post: The age of the undruggable is over. The age of the unassayable is here. medchemash.substack.com/p/the-age-of...
medchemash.substack.com
The age of the undruggable is over
The age of the unassayable is here
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Ash Jogalekar @ashjogalekar.bsky.social · 26/05/2025
Timeless message.
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Ash Jogalekar @ashjogalekar.bsky.social · 24/05/2025
Jack Roberts and Dorothy Semenow - Caltech's first female graduate student. wavefunction.fieldofscience.com/2016/11/jack...
wavefunction.fieldofscience.com
Jack Roberts and Dorothy Semenow - Caltech's first female graduate student
The New York Times has an obituary today of pioneering Caltech chemist Jack Roberts who passed away last week at the ripe age of 98. Robe...
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Ash Jogalekar @ashjogalekar.bsky.social · 23/05/2025
An underappreciated but fascinating book: Chemist John Sheehan's "The Enchanted Ring" which describes his incredible 15 year odyssey to synthesize penicillin. The molecule was devilishly hard to make because it was like a coiled spring; Sheehan found the clamp to hold it together.
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Ash Jogalekar @ashjogalekar.bsky.social · 23/05/2025
Advancing Covalent Ligand and Drug Discovery beyond Cysteine (open-access). pubs.acs.org/doi/10.1021/...
pubs.acs.org
Advancing Covalent Ligand and Drug Discovery beyond Cysteine
Targeting intractable proteins remains a key challenge in drug discovery, as these proteins often lack well-defined binding pockets or possess shallow surfaces not readily addressed by traditional drug design. Covalent chemistry has emerged as a powerful solution for accessing protein sites in difficult to ligand regions. By leveraging activity-based protein profiling (ABPP) and LC-MS/MS technologies, academic groups and industry have identified cysteine-reactive ligands that enable selective targeting of challenging protein sites to modulate previously inaccessible biological pathways. Cysteines within a protein are rare, however, and developing covalent ligands that target additional residues hold great promise for further expanding the ligandable proteome. This review highlights recent advancements in targeting amino acids beyond cysteine binding with an emphasis on tyrosine- and lysine-directed covalent ligands and their applications in chemical biology and therapeutic development. We outline the process of developing covalent ligands using chemical proteomic methodology, highlighting recent successful examples and discuss considerations for future expansion to additional amino acid sites on proteins.
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Ash Jogalekar @ashjogalekar.bsky.social · 22/05/2025
"Rather than losing their attractiveness in the modern world...small molecules are having something of a renaissance. There’s a buzz and a feeling that medicinal chemists can design solutions for diseases they once would have considered impossible to confront." cen.acs.org/pharmaceutic...
cen.acs.org
Why small-molecule drug discovery is having a moment
With medicinal chemists’ innovative tools and techniques, it’s an exciting time to be building new drugs
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Ash Jogalekar @ashjogalekar.bsky.social · 22/05/2025
"We wonder whether terms like druggable and undruggable are misguided, and whether we might be better served considering terms such as assayable and unassayable when judging protein targets." - Zhang and Cravatt, 2024 Fantastic! I'm completely on board. www.annualreviews.org/content/jour...
annualreviews.org
Chemical Proteomics–Guided Discovery of Covalent Ligands for Cancer Proteins | Annual Reviews
Advances in genome sequencing and editing technologies have enriched our understanding of the biochemical pathways that drive tumorigenesis. Translating this knowledge into new medicines for cancer tr...
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