# Effects of lower extremity neuromuscular and mechanical characteristics on running economy and sports performance of long-distance runners under different relative paces

**Authors:** Zhengze Tan, Zihao Li, Yiling Ding, Dantong Wang, Yongan Wang

PMC · DOI: 10.3389/fbioe.2026.1752244 · Frontiers in Bioengineering and Biotechnology · 2026-02-12

## TL;DR

This study examines how lower limb power, strength balance, and stiffness relate to running efficiency and performance in long-distance runners at different paces.

## Contribution

It identifies pace-dependent and joint-specific neuromuscular and mechanical factors linked to running economy in long-distance runners.

## Key findings

- Running economy (RE) increases significantly with higher running paces.
- RSI, hip and knee joint PTR, knee stiffness, and neuromuscular activation show significant correlations with RE and performance.
- These correlations are pace-dependent and joint-specific, offering insights for endurance training optimization.

## Abstract

To explore the potential correlational patterns between lower extremity explosive power, strength balance, joint stiffness, neuromuscular characteristics and running economy (RE) as well as personal best (PB) of long-distance runners under different relative paces, so as to provide a preliminary theoretical clues for optimizing endurance training.

Ten male second-class long-distance runners were recruited. Under the paces of PB70%, PB80% and PB90%, RE, maximal oxygen uptake (VO2max), lower extremity explosive power (CMJ, SJ, EUR, RSI), joint peak torque ratio (PTR), joint stiffness and neuromuscular indicators (RMS, CAR) were tested using gas metabolism analysis, force platform, isokinetic strength testing system, motion capture system and electromyography equipment. Data were processed by one-way repeated measures analysis of variance, paired samples t-test and Pearson correlation analysis.

RE increased significantly with the increase of pace (p < 0.05), and the correlation between RE and PB at PB80% and PB90% was stronger than that between VO2max and PB; RSI was significantly negatively correlated with RE70%, RE90% and PB (p < 0.05), while CMJ, SJ and EUR had no significant correlation; at 180°/s angular velocity, the hip joint flexor eccentric-extensor concentric PTR was significantly positively correlated with RE70%, RE90% and PB, and the knee joint flexor concentric-extensor eccentric PTR was significantly positively correlated with RE at all paces and PB (p < 0.05); knee joint stiffness was significantly negatively correlated with RE at all paces (p < 0.05); the RMS of vastus medialis (VM) was significantly positively correlated with RE70% and RE90%, and the knee joint CAR was significantly negatively correlated with RE at all paces (p < 0.05).

This study is strictly exploratory and hypothesis-generating. RE is a core indicator potentially associated with long-distance running performance. RSI, specific hip and knee PTR at 180°/s angular velocity, knee joint stiffness and knee joint neuromuscular activation characteristics (VM RMS, knee joint CAR) show potential correlational associations with RE. The associations between these indicators and RE are pace-dependent and joint-specific, which can provide preliminary scientific reference for generating hypotheses about long-distance running training.

## Full-text entities

- **Genes:** GHRH (growth hormone releasing hormone) [NCBI Gene 2691] {aka GHRF, GRF, INN}, PTCHD3 (patched domain containing 3 (gene/pseudogene)) [NCBI Gene 374308] {aka PTR, SLC65C3}, MLC1 (modulator of VRAC current 1) [NCBI Gene 23209] {aka LVM, MLC, VL}, CXADRP1 (CXADR pseudogene 1) [NCBI Gene 653108] {aka CAR, CXADRP}
- **Diseases:** injury (MESH:D014947), CMJ (MESH:C000711648), RE (MESH:D020195), joint stiffness (MESH:C535724), RMS (MESH:D011843), lower extremity injuries (MESH:D010291), inter-limb asymmetry (MESH:D005146), gait imbalance (MESH:D020234), ankle joint stiffness (MESH:D016512), fatigue (MESH:D005221), hip (MESH:D025981), disordered movement rhythm (MESH:D021081), unstable gait (MESH:D000789)
- **Chemicals:** PB (-), oxygen (MESH:D010100), lactate (MESH:D019344), ATP (MESH:D000255)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12935893/full.md

## References

46 references — full list in the complete paper: https://tomesphere.com/paper/PMC12935893/full.md

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Source: https://tomesphere.com/paper/PMC12935893