Key result
HNS ventilatory index ecosystem identifies performance limiters across the complete oxygen chain in elite cyclists.
Why the study?
A power meter measures output rather than its cause, and an elite cyclist limiter cannot be identified from any single metric alone.
The HNS ventilatory index ecosystem provides an integrated framework for analyzing the complete oxygen chain to identify performance limiters in elite cyclists.
Offers potential cyclist performance framework; leaves open prospective validation before clinical or research use.
A power meter measures an output, never its cause. This white paper sets out the HNS ventilatory index ecosystem as an integrated reading framework for the complete oxygen chain — from ventilation through muscular extraction (NIRS-based VEC and ICP SmO₂) to cardio-peripheral coupling (Efficiency Factor, O₂ Pulse). Its thesis: an elite cyclist's limiter cannot be read from any single number; each index is a reading layer, read in cascade and cross-checked against its neighbours, so as to measure every link, identify the limiter and rank the training priority. The paper develops three contributions distinct from the proprietary-indices article it complements (Ricci 2026, doi:10.5281/zenodo.20132550): (i) the reading extended across the whole chain rather than the inspiratory/expiratory mechanics alone; (ii) cross-system convergence, with the triple lock at VO₂max as its archetype; and (iii) the field-level disambiguation of a respiratory-muscle metaboreflex from CO₂ intolerance through the temporal coupling of transcutaneous CO₂, ICP SmO₂ kinetics and the Rf/Tv pattern. Mechanistic hypotheses are graded by level of evidence; reference values rest on an in-house cohort (n = 80), unpublished, publication in preparation 2026. Functional reading, no medical diagnosis. Companion to the VST monograph (doi:10.5281/zenodo.19691514).
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Cyril Ricci (2026) studied Athletic performance (n=80). HNS ventilatory index ecosystem was evaluated. The HNS ventilatory index ecosystem provides an integrated framework across the complete oxygen chain to identify performance limiters in elite cyclists, based on an 80-person reference cohort.
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