Sep 2026· BMC Sports Science Medicine and Rehabilitation
Renal function and acid-base balance
Abstract
High-intensity short-duration exercise relies predominantly on anaerobic metabolism, leading to rapid accumulation of hydrogen ions and metabolic acidosis, which impairs muscle function and performance. Acute respiratory alkalosis induced by voluntary hyperventilation (VH) has been proposed as a simple, non-pharmacological strategy to modulate acid-base balance and potentially enhance anaerobic performance. This systematic review aimed to evaluate the effects of VH-induced respiratory alkalosis on anaerobic performance outcomes and to explore potential underlying mechanisms. A systematic search of PubMed, Scopus, EBSCO and Web of Science databases identified 21 eligible studies involving healthy and trained participants. Overall, the findings were inconsistent. While some studies reported improvements in peak power output, mean power output, repeated sprint performance, or work capacity, others found no significant benefit or even slight impairments. Proposed mechanisms include elevated extracellular pH, accelerated phosphocreatine (PCr) resynthesis, facilitated H⁺ efflux, and altered substrate utilization. However, these effects appear highly context-dependent, varying according to VH protocol (duration, timing, and PetCO₂ level), exercise modality, and participant training status. In conclusion, VH-induced acute respiratory alkalosis shows promise as a potential ergogenic aid for certain high-intensity short-duration activities, but its efficacy remains variable. Future research should focus on standardizing protocols and elucidating the precise physiological mechanisms through advanced measurement techniques. Proposed mechanistic pathway linking voluntary hyperventilation-induced respiratory alkalosis to anaerobic performance. The scientific content and mechanisms were developed and verified by the authors based on the cited literature. The figure was created using the generative AI tool Grok as a graphical design aid.
The method, ECCOLA, is presented, which aims at making the high-level AI ethics principles more practical, making it possible for developers to more easily implement them in practice.
Ville Vakkuri, Kai-Kristian Kemell, P. Abrahamsson· EUROMICRO Conference on Soft...· 64 citations· ⚡6
The goal is to not only refine the accuracy of the LLM-based tool but also to underscore its potential in streamlining the software development lifecycle through proactive code improvement and education.
Z. Rasheed, Malik Abdul Sami, Muhammad Waseem et al.· arXiv.org· 62 citations· ⚡3
A comprehensive overview of how enhanced sampling methods are reshaping the field, with a particular focus on the data-driven construction of collective variables, is provided.
Kai Zhu, Enrico Trizio, Jintu Zhang et al.· Chemical Reviews· 58 citations
The use of large language models to automatically improve the user story quality in Austrian Post Group IT agile teams is explored, with a reference model for an Autonomous LLM-based Agent System developed and implemented at the company.
Zheying Zhang, M. Rayhan, Tomas Herda et al.· International Conference on...· 48 citations· ⚡4
This paper introduces a novel multi-AI-agent system designed to fully automate SLRs, and demonstrates how it substantially reduces the time and effort traditionally required for SLRs while maintaining comprehensiveness and precision.
Abdul Malik Sami, Z. Rasheed, Kai-Kristian Kemell et al.· arXiv.org· 44 citations· ⚡2
The proposed LLM-based multi-agent system automates qualitative data analysis process, creating opportunities for researchers and practitioners, and future improvements focus on enhancing multilingual performance and integrating continuous expert feedback.
Z. Rasheed, Muhammad Waseem, Aakash Ahmad et al.· arXiv.org· 41 citations
Related blog posts
MIT News · Artificial Intelligence· news.mit.eduOct 15, 2026
A new computational approach reveals how cells communicate to assemble into tissues. This could accelerate stem cell engineering, improve disease models, and inform therapies.
MIT News · Artificial Intelligence· news.mit.eduOct 15, 2026
AI is moving beyond impressive demos. After World Summit AI 2026 in Amsterdam, GPT-Lab's Muhammad Waseem reflects on what organizations need to make AI agents reliable, responsible and genuinely useful in everyday work. The post Building trustworthy AI: The role of AI harnesses, intent contracts and evals appeared first on GPT-Lab.
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.