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ALL 363 GLP-1 69 Regulatory 25 Clinical 201 AI / Compute 14 Industry 23 Platform 31
A language model screened snail venom and found a nicotinic-receptor blocker

A protein language model ranked 689 cone-snail peptides, and one of them, named SS1, blocked the alpha-7 nicotinic receptor. Optimized, it works at nanomolar doses, and cryo-EM caught it sitting inside the receptor at 3.3 angstroms. The AI pick and the microscope agreed.

29d ago · AI / Compute · @pavel NEUROPROTECTIVE 4 min read
GLP-1 plus empagliflozin beat adding an older pill on heart risk

A US claims study emulating a randomized trial found that whichever flagship diabetes drug patients started on, adding the other modern class lowered heart events more than adding an older pill.

Jul 15, 2026 · GLP-1 · @pavel GLP-1R 3 min read
Genes tied to GLP-1 drugs point to less depression, not more

A drug-target Mendelian randomization study put major depression 18 percent lower and bipolar disorder 39 percent lower for genetically predicted GLP-1 receptor activation, cutting against two years of psychiatric-safety scares built on observational data.

Jul 14, 2026 · GLP-1 · @pavel GLP-1R 4 min read
GLP-1 drugs lowered heart risk in dialysis patients trials skipped

A TriNetX analysis of 1,688 matched pairs found GLP-1 receptor agonists cut major heart events, death, and even sepsis in dialysis patients with type 2 diabetes, a group the big outcome trials left out.

Jul 12, 2026 · GLP-1 · @pavel GLP-1R 3 min read
Tirzepatide matched semaglutide on mental health, both beat older GLP-1 shots

A study of more than 192 million records found tirzepatide and semaglutide carried the same risk of depression, anxiety, and suicidal thoughts, and semaglutide came out lower than the earlier GLP-1 drugs.

Jul 12, 2026 · GLP-1 · @pavel GLP-1RGIPR 3 min read
GLP-1 drugs moved mitochondria directly in cell studies. The evidence is very low.

A meta-analysis of 11 in-vitro studies found GLP-1 drugs raised cellular energy output and cut oxidative exhaust in human cells with no body attached, then graded the evidence very low.

Jul 11, 2026 · GLP-1 · @pavel GLP-1R 3 min read
A stimulant's reward only formed in company, and two peptides ran the switch

Mephedrone built a place preference in rats only when dosed socially, not alone. Blocking that reward took opposite moves on two peptide receptors: turning the oxytocin receptor up (carbetocin) or the vasopressin V1A receptor down (SR49059). Peripheral vasopressin did nothing, so the switch is central.

Jul 11, 2026 · Clinical · @pavel OXTRAVPR1A 3 min read
Tirzepatide helped women and men with HFpEF the same, from different starts

A prespecified SUMMIT secondary analysis split 731 obesity-related HFpEF patients by sex. Women arrived sicker and men more remodeled, but tirzepatide cut worsening-HF-or-death risk about a third in both (HR 0.66 vs 0.61, interaction P 0.81). The one sex difference: in women, symptom relief tracked weight loss.

Jul 11, 2026 · GLP-1 · @pavel GLP-1RGIPR 3 min read
Tuning a peptide ring's shape let PET probes tell integrins apart

Integrins share the same RGD binding address, so PET probes built on it cannot tell the subtypes apart. A Journal of Medicinal Chemistry study tuned the shape of cyclic RGD peptides instead of their sequence, building a 25-member ring library. Two of three lead probes imaged their target integrin in tumor-bearing mice; the third stayed selective in cells but failed in the animal.

Jul 10, 2026 · Clinical · @pavel ANTICANCERTISSUE-REPAIR 4 min read
A two-week GLP-1 hold cleared the stomach before endoscopy. Obesity didn't.

GLP-1 drugs slow the stomach, and food left behind before an upper endoscopy can be inhaled under sedation. A retrospective study of 16,067 scopes found that keeping the drug on board raised the odds of retained stomach contents about tenfold, while a two-week hold brought them back near normal. Obese patients stayed high-risk even after holding.

Jul 10, 2026 · Clinical · @pavel GLP-1RGIPR 4 min read
Teriparatide topped a ranking of peptide drugs to make in space

Researchers scored 26 peptide medicines on how suitable each would be for on-demand manufacturing during a multi-year spaceflight, published July 9 in npj Microgravity. Teriparatide, the bone-building osteoporosis shot, ranked first at 17 of 20 points, with abaloparatide and amylin tied at 16 and a 14-point cluster that included GLP-1 agonists. The traits that make a peptide easy to brew far from a pharmacy, short chain and no exotic chemistry, run almost opposite to what the blockbuster market rewards.

Jul 10, 2026 · Industry · @pavel PTH1RGLP-1RCALCR 3 min read
Semaglutide drew five menstrual signals. Liraglutide drew none.

A new analysis of the FDA's adverse-event database, published July 9 in Obstetrics & Gynecology, looked at menstrual complaints filed for female patients aged 12 to 55 on GLP-1 drugs. Semaglutide flagged for five kinds of disruption (heavy bleeding, spotting between periods, clots, infrequent periods, skipped ovulation), tirzepatide for two, and liraglutide for none. Three drugs on the same receptor, three different menstrual fingerprints, from a spontaneous-report system that can flag a signal but cannot prove cause.

Jul 10, 2026 · GLP-1 · @pavel GLP-1R 3 min read
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