Skip to content

Luca Pani

7 papers in the library · publishing 2019-2026

Papers

Sort Most recent Most cited

AI-assisted characterization of psychedelic clinical trials from ClinicalTrials.gov

Trials October 14, 2026 Luca Pani, Fabio Tascedda

Abstract: Background: The registry record of psychedelic and related rapid-acting compounds is large, heterogeneous and laborious to synthesize by hand. We tested whether a large language model (LLM) with live access to the ClinicalTrials.gov application programming interface (API) could produce a timely, structured and reproducible characterization of this landscape. Methods: Cross-sectional...

GH001 Efficacy is Independent of Prior Antidepressant Treatment Failures in Treatment-Resistant Depression: A Post Hoc Analysis of a Phase 2b Randomized Controlled Trial.

Psychopharmacology Bulletin June 5, 2026 Michael E. Thase, Brian Brennan, Rachael Macisaac et al.

Approximately 30% of patients treated for major depressive disorder develop treatment-resistant depression (TRD). The STAR*D study demonstrated remission rates decline progressively with each antidepressant failure (37%, 31%, 14%, and 13%, respectively). A single-day individualized dosing regimen of GH001 (synthetic mebufotenin for inhalation) produced rapid, large improvements in depressive...

Psychedelics and the quantum brain: a falsifiable hypothesis on Posner molecules and spin-dependent pharmacology.

Frontiers in Pharmacology 2026 Joseph Geraci, Erik Viirre, Bessi Qorri et al.

Classical serotonergic psychedelics (e.g., LSD, psilocybin, DMT) alter perception and neuroplasticity primarily via 5-HT2A receptor activation and downstream Ca2+-dependent signaling cascades. Here we propose a speculative yet falsifiable pharmacological hypothesis that these drug-induced biochemical cascades might interface with quantum-mechanical processes in the brain. We focus on nuclear...

Explainable AI-driven precision clinical trial enrichment: demonstration of the NetraAI platform with a phase II depression trial.

NPJ Digital Medicine December 8, 2025 Joseph Geraci, Bessi Qorri, Mike Tsay et al.

Clinical trial failures are frequently driven by patient heterogeneity and limited sample sizes that obscure treatment effects by diluting statistical power. We introduce NetraAI, a novel explainable artificial intelligence (AI) platform that integrates dynamical-systems modeling, evolutionary long-range memory feature selection, and large-language model (LLM)-generated insights, to discover...

Esmethadone (REL-1017) and Other Uncompetitive NMDAR Channel Blockers May Improve Mood Disorders via Modulation of Synaptic Kinase-Mediated Signaling.

International Journal of Molecular Sciences October 13, 2022 Stephen M Stahl, Sara de Martin, Andrea Mattarei et al.

This article presents a mechanism of action hypothesis to explain the rapid antidepressant effects of esmethadone (REL-1017) and other uncompetitive N-methyl-D-aspartate receptor (NMDAR) antagonists and presents a corresponding mechanism of disease hypothesis for major depressive disorder (MDD). Esmethadone and other uncompetitive NMDAR antagonists may restore physiological neural plasticity in...

REL-1017 (Esmethadone) as Adjunctive Treatment in Patients With Major Depressive Disorder: A Phase 2a Randomized Double-Blind Trial.

American Journal of Psychiatry December 22, 2021 Maurizio Fava, S. Stahl, Luca Pani et al.

OBJECTIVE The purpose of this study was to examine the effects of REL-1017 (esmethadone), a novel N-methyl-d-aspartate receptor (NMDAR) channel blocker, in patients with major depressive disorder who failed to benefit from one to three standard antidepressant treatments in their current major depressive episode. METHODS A 7-day phase 2 multicenter randomized double-blind placebo-controlled...

Microdosing psychedelics: More questions than answers? An overview and suggestions for future research

Journal of Psychopharmacology July 14, 2019 Livia Ng, Luca Pani, Anaïs Soula et al.

Background: In the past few years, the issue of ‘microdosing’ psychedelics has been openly discussed in the public arena where claims have been made about their positive effect on mood state and cognitive processes such as concentration. However, there are very few scientific studies that have specifically addressed this issue, and there is no agreed scientific consensus on what microdosing is....