ReviewBiomolecules2026
Progress of Research on the Metabolic Regulation of Lactylation in Muscle Tissues and Its Disease Associations.
Review in Biomolecules, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
Lactylation serves as a vital link between cellular metabolism and epigenetic regulation and plays a pivotal role in muscle biology. Muscle tissue is the primary site of lactate production; its unique metabolic environment confers dynamism, specificity and functional diversity for lactylation. Under physiological conditions, lactylation regulates myocyte energy metabolism, proliferation, differentiation, and exercise adaptation through a dynamic "writer-eraser-reader" mechanism. In pathological states, lactate imbalance directly contributes to the progression of various muscular disorders. For instance, diminished histone lactylation during muscle aging suppresses the expression of genes critical for DNA repair and protein homeostasis. Aberrant lactylation is involved in the development of insulin resistance and diabetic cardiomyopathy. Furthermore, lactylation exerts dual effects in cardiovascular diseases; it provides protection by enhancing the transcription of repair genes and simultaneously aggravates injury by promoting processes such as fibrosis and ferroptosis. Collectively, these findings underscore the importance of lactylation in muscular pathologies and provide a theoretical foundation for the development of therapies that target this modification process. As the regulatory mechanisms of lactylation have become clearer, precise interventions targeting specific modification sites are expected to open new therapeutic avenues for muscular diseases.
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What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.