{"title":"Establishing causality for protein lactylation in Alzheimer’s disease: site validation, evidence standards, and experimental priorities","authors":"Sajid Ali, Asma Ayaz, Wajid Zaman","doi":"10.1016/j.bcp.2026.118343","DOIUrl":null,"url":null,"abstract":"<div><div>Protein lysine lactylation has emerged as a candidate interface between metabolic stress and Alzheimer’s disease (AD), but the strength of individual claims varies. This focused review evaluates whether reported histone and non-histone lactylation events meet analytical and experimental requirements for causal interpretation. Direct AD evidence is more robust for plaque-associated microglial histone H4 lysine 12 lactylation (H4K12la)–pyruvate kinase M2 (PKM2) feedback in an amyloid model. Histone H3 lysine 18 lactylation (H3K18la)–nuclear factor-κB (NF-κB) signaling is supported principally in senescent microglia and ageing or AD-related models. Human tau K331 lactylation demonstrates disease-associated occurrence but not quantitative occupancy, temporal precedence or residue-specific necessity. Amyloid precursor protein (APP) K612 lactylation provides a potentially protective mechanism supported by site-resolved identification, cellular perturbation and in vivo rescue. Histone H3 lysine 9 lactylation (H3K9la) and additional substrates remain hypothesis-generating. We distinguish putative enzymatic L-lactylation from methylglyoxal-derived D-lactoylation and define minimum standards for antibody specificity, stereochemistry, site localization, occupancy, protein abundance, cell composition, post-mortem quality, isotope tracing, genetic substitution and rescue. A four-tier framework separates extrapolated evidence, human occurrence or relevant in vivo association, site-specific AD-model mechanisms supported by intervention and rescue, and quantified, cell-resolved, residue-causal evidence independently replicated in human-relevant systems. Six experimental stages are proposed for advancing a candidate site from detection to human relevance. Current evidence supports protein lactylation as a context-dependent disease-modifying layer rather than a single upstream driver. Therapeutic development should prioritize validated sites and biomarker-defined cell states rather than indiscriminate suppression of lactate metabolism or global lactylation.</div></div>","PeriodicalId":8806,"journal":{"name":"Biochemical pharmacology","volume":"253 ","pages":"Article 118343"},"PeriodicalIF":6.5000,"publicationDate":"2026-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biochemical pharmacology","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0006295226006829","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/8/10 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"PHARMACOLOGY & PHARMACY","Score":null,"Total":0}
引用次数: 0
Abstract
Protein lysine lactylation has emerged as a candidate interface between metabolic stress and Alzheimer’s disease (AD), but the strength of individual claims varies. This focused review evaluates whether reported histone and non-histone lactylation events meet analytical and experimental requirements for causal interpretation. Direct AD evidence is more robust for plaque-associated microglial histone H4 lysine 12 lactylation (H4K12la)–pyruvate kinase M2 (PKM2) feedback in an amyloid model. Histone H3 lysine 18 lactylation (H3K18la)–nuclear factor-κB (NF-κB) signaling is supported principally in senescent microglia and ageing or AD-related models. Human tau K331 lactylation demonstrates disease-associated occurrence but not quantitative occupancy, temporal precedence or residue-specific necessity. Amyloid precursor protein (APP) K612 lactylation provides a potentially protective mechanism supported by site-resolved identification, cellular perturbation and in vivo rescue. Histone H3 lysine 9 lactylation (H3K9la) and additional substrates remain hypothesis-generating. We distinguish putative enzymatic L-lactylation from methylglyoxal-derived D-lactoylation and define minimum standards for antibody specificity, stereochemistry, site localization, occupancy, protein abundance, cell composition, post-mortem quality, isotope tracing, genetic substitution and rescue. A four-tier framework separates extrapolated evidence, human occurrence or relevant in vivo association, site-specific AD-model mechanisms supported by intervention and rescue, and quantified, cell-resolved, residue-causal evidence independently replicated in human-relevant systems. Six experimental stages are proposed for advancing a candidate site from detection to human relevance. Current evidence supports protein lactylation as a context-dependent disease-modifying layer rather than a single upstream driver. Therapeutic development should prioritize validated sites and biomarker-defined cell states rather than indiscriminate suppression of lactate metabolism or global lactylation.
期刊介绍:
Biochemical Pharmacology publishes original research findings, Commentaries and review articles related to the elucidation of cellular and tissue function(s) at the biochemical and molecular levels, the modification of cellular phenotype(s) by genetic, transcriptional/translational or drug/compound-induced modifications, as well as the pharmacodynamics and pharmacokinetics of xenobiotics and drugs, the latter including both small molecules and biologics.
The journal''s target audience includes scientists engaged in the identification and study of the mechanisms of action of xenobiotics, biologics and drugs and in the drug discovery and development process.
All areas of cellular biology and cellular, tissue/organ and whole animal pharmacology fall within the scope of the journal. Drug classes covered include anti-infectives, anti-inflammatory agents, chemotherapeutics, cardiovascular, endocrinological, immunological, metabolic, neurological and psychiatric drugs, as well as research on drug metabolism and kinetics. While medicinal chemistry is a topic of complimentary interest, manuscripts in this area must contain sufficient biological data to characterize pharmacologically the compounds reported. Submissions describing work focused predominately on chemical synthesis and molecular modeling will not be considered for review.
While particular emphasis is placed on reporting the results of molecular and biochemical studies, research involving the use of tissue and animal models of human pathophysiology and toxicology is of interest to the extent that it helps define drug mechanisms of action, safety and efficacy.