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Erschienen in: Sports Medicine 1/2018

17.08.2017 | Current Opinion

Correlations Do Not Show Cause and Effect: Not Even for Changes in Muscle Size and Strength

verfasst von: Scott J. Dankel, Samuel L. Buckner, Matthew B. Jessee, J. Grant Mouser, Kevin T. Mattocks, Takashi Abe, Jeremy P. Loenneke

Erschienen in: Sports Medicine | Ausgabe 1/2018

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Abstract

It is well known that resistance exercise results in increased muscle strength, but the cause of the improvement is not well understood. It is generally thought that initial increases in strength are caused by neurological factors, before being predominantly driven by increases in muscle size. Despite this hypothesis, there is currently no direct evidence that training-induced increases in muscle size contribute to training-induced increases in muscle strength. The evidence used to support this hypothesis is exclusively correlational analyses and these are often an afterthought using data collected to answer a different question of interest. Not only do these studies not infer causality, but they have inherent limitations associated with measurement error and limited inter-individual variability. To answer the question as to whether training-induced increases in muscle size lead to training-induced increases in strength requires a study designed to produce differential effects on muscle size based on group membership (i.e., one group increases muscle size and one does not) and observe how this impacts muscle strength. We have performed studies in our laboratory in which muscle strength increases similarly independent of whether muscle growth is or is not present, illustrating that the increases in muscle strength are not likely driven by increases in muscle size. The hypothesis that training-induced increases in muscle size contribute to training-induced increases in muscle strength requires more appropriately designed studies, and until such studies are completed, this statement should not be made as there are no data to support this hypothesis.
Literatur
1.
Zurück zum Zitat Balshaw TG, Massey GJ, Maden-Wilkinson TM, Morales-Artacho AJ, McKeown A, Appleby CL, et al. Changes in agonist neural drive, hypertrophy and pre-training strength all contribute to the individual strength gains after resistance training. Eur J Appl Physiol. 2017;117:631–40.CrossRefPubMed Balshaw TG, Massey GJ, Maden-Wilkinson TM, Morales-Artacho AJ, McKeown A, Appleby CL, et al. Changes in agonist neural drive, hypertrophy and pre-training strength all contribute to the individual strength gains after resistance training. Eur J Appl Physiol. 2017;117:631–40.CrossRefPubMed
2.
Zurück zum Zitat Erskine RM, Fletcher G, Folland JP. The contribution of muscle hypertrophy to strength changes following resistance training. Eur J Appl Physiol. 2014;114:1239–49.CrossRefPubMed Erskine RM, Fletcher G, Folland JP. The contribution of muscle hypertrophy to strength changes following resistance training. Eur J Appl Physiol. 2014;114:1239–49.CrossRefPubMed
3.
Zurück zum Zitat Moritani T, deVries HA. Neural factors versus hypertrophy in the time course of muscle strength gain. Am J Phys Med. 1979;58:115–30.PubMed Moritani T, deVries HA. Neural factors versus hypertrophy in the time course of muscle strength gain. Am J Phys Med. 1979;58:115–30.PubMed
4.
Zurück zum Zitat Timson BF. Evaluation of animal models for the study of exercise-induced muscle enlargement. J Appl Physiol. 1990;69:1935–45.CrossRefPubMed Timson BF. Evaluation of animal models for the study of exercise-induced muscle enlargement. J Appl Physiol. 1990;69:1935–45.CrossRefPubMed
5.
Zurück zum Zitat Duncan ND, Williams DA, Lynch GS. Adaptations in rat skeletal muscle following long-term resistance exercise training. Eur J Appl Physiol. 1998;77:372–8.CrossRef Duncan ND, Williams DA, Lynch GS. Adaptations in rat skeletal muscle following long-term resistance exercise training. Eur J Appl Physiol. 1998;77:372–8.CrossRef
6.
Zurück zum Zitat Roy RR, Wilson R, Edgerton VR. Architectural and mechanical properties of the rat adductor longus: response to weight-lifting training. Anat Rec. 1997;247:170–8.CrossRefPubMed Roy RR, Wilson R, Edgerton VR. Architectural and mechanical properties of the rat adductor longus: response to weight-lifting training. Anat Rec. 1997;247:170–8.CrossRefPubMed
7.
Zurück zum Zitat Tamaki T, Uchiyama S, Nakano S. A weight-lifting exercise model for inducing hypertrophy in the hindlimb muscles of rats. Med Sci Sports Exerc. 1992;24:881–6.CrossRefPubMed Tamaki T, Uchiyama S, Nakano S. A weight-lifting exercise model for inducing hypertrophy in the hindlimb muscles of rats. Med Sci Sports Exerc. 1992;24:881–6.CrossRefPubMed
8.
Zurück zum Zitat Wisløff U, Castagna C, Helgerud J, Jones R, Hoff J. Strong correlation of maximal squat strength with sprint performance and vertical jump height in elite soccer players. Br J Sports Med. 2004;38:285–8.CrossRefPubMedPubMedCentral Wisløff U, Castagna C, Helgerud J, Jones R, Hoff J. Strong correlation of maximal squat strength with sprint performance and vertical jump height in elite soccer players. Br J Sports Med. 2004;38:285–8.CrossRefPubMedPubMedCentral
9.
Zurück zum Zitat Newman AB, Kupelian V, Visser M, Simonsick EM, Goodpaster BH, Kritchevsky SB, et al. Strength, but not muscle mass, is associated with mortality in the health, aging and body composition study cohort. J Gerontol A Biol Sci Med Sci. 2006;61:72–7.CrossRefPubMed Newman AB, Kupelian V, Visser M, Simonsick EM, Goodpaster BH, Kritchevsky SB, et al. Strength, but not muscle mass, is associated with mortality in the health, aging and body composition study cohort. J Gerontol A Biol Sci Med Sci. 2006;61:72–7.CrossRefPubMed
10.
Zurück zum Zitat Mattocks KT, Buckner SL, Jessee MB, Dankel SJ, Mouser JG, Loenneke JP. Practicing the test produces strength equivalent to higher volume training. Med Sci Sports Exerc. 2017. doi:10.1249/MSS.0000000000001300 (Epub ahead of print). Mattocks KT, Buckner SL, Jessee MB, Dankel SJ, Mouser JG, Loenneke JP. Practicing the test produces strength equivalent to higher volume training. Med Sci Sports Exerc. 2017. doi:10.​1249/​MSS.​0000000000001300​ (Epub ahead of print).
11.
Zurück zum Zitat Dankel SJ, Counts BR, Barnett BE, Buckner SL, Abe T, Loenneke JP. Muscle adaptations following 21 consecutive days of strength test familiarization compared with traditional training. Muscle Nerve. 2017;56:307–14.CrossRefPubMed Dankel SJ, Counts BR, Barnett BE, Buckner SL, Abe T, Loenneke JP. Muscle adaptations following 21 consecutive days of strength test familiarization compared with traditional training. Muscle Nerve. 2017;56:307–14.CrossRefPubMed
12.
Zurück zum Zitat Mitchell CJ, Churchward-Venne TA, West DWD, Burd NA, Breen L, Baker SK, et al. Resistance exercise load does not determine training-mediated hypertrophic gains in young men. J Appl Physiol. 2012;113:71–7.CrossRefPubMedPubMedCentral Mitchell CJ, Churchward-Venne TA, West DWD, Burd NA, Breen L, Baker SK, et al. Resistance exercise load does not determine training-mediated hypertrophic gains in young men. J Appl Physiol. 2012;113:71–7.CrossRefPubMedPubMedCentral
13.
Zurück zum Zitat Counts BR, Buckner SL, Dankel SJ, Jessee MB, Mattocks KT, Mouser JG, et al. The acute and chronic effects of “NO LOAD” resistance training. Physiol Behav. 2016;164:345–52.CrossRefPubMed Counts BR, Buckner SL, Dankel SJ, Jessee MB, Mattocks KT, Mouser JG, et al. The acute and chronic effects of “NO LOAD” resistance training. Physiol Behav. 2016;164:345–52.CrossRefPubMed
14.
Zurück zum Zitat Sale DG, Martin JE, Moroz DE. Hypertrophy without increased isometric strength after weight training. Eur J Appl Physiol. 1992;64:51–5.CrossRef Sale DG, Martin JE, Moroz DE. Hypertrophy without increased isometric strength after weight training. Eur J Appl Physiol. 1992;64:51–5.CrossRef
15.
Zurück zum Zitat Balshaw TG, Massey GJ, Maden-Wilkinson TM, Tillin NA, Folland JP. Training-specific functional, neural, and hypertrophic adaptations to explosive- vs. sustained-contraction strength training. J Appl Physiol. 2016;120:1364–73.CrossRefPubMed Balshaw TG, Massey GJ, Maden-Wilkinson TM, Tillin NA, Folland JP. Training-specific functional, neural, and hypertrophic adaptations to explosive- vs. sustained-contraction strength training. J Appl Physiol. 2016;120:1364–73.CrossRefPubMed
16.
Zurück zum Zitat Erskine RM, Fletcher G, Hanson B, Folland JP. Whey protein does not enhance the adaptations to elbow flexor resistance training. Med Sci Sports Exerc. 2012;44:1791–800.CrossRefPubMed Erskine RM, Fletcher G, Hanson B, Folland JP. Whey protein does not enhance the adaptations to elbow flexor resistance training. Med Sci Sports Exerc. 2012;44:1791–800.CrossRefPubMed
17.
Zurück zum Zitat Goodwin LD, Leech NL. Understanding correlation: factors that affect the size of r. J Exp Educ. 2006;74:249–66.CrossRef Goodwin LD, Leech NL. Understanding correlation: factors that affect the size of r. J Exp Educ. 2006;74:249–66.CrossRef
18.
Zurück zum Zitat Abe T, DeHoyos DV, Pollock ML, Garzarella L. Time course for strength and muscle thickness changes following upper and lower body resistance training in men and women. Eur J Appl Physiol. 2000;81:174–80.CrossRefPubMed Abe T, DeHoyos DV, Pollock ML, Garzarella L. Time course for strength and muscle thickness changes following upper and lower body resistance training in men and women. Eur J Appl Physiol. 2000;81:174–80.CrossRefPubMed
19.
Zurück zum Zitat Weir JP. Quantifying test–retest reliability using the intraclass correlation coefficient and the SEM. J Strength Cond Res. 2005;19:231–40.PubMed Weir JP. Quantifying test–retest reliability using the intraclass correlation coefficient and the SEM. J Strength Cond Res. 2005;19:231–40.PubMed
20.
Zurück zum Zitat Atkinson G, Batterham AM. True and false interindividual differences in the physiological response to an intervention. Exp Physiol. 2015;100:577–88.CrossRefPubMed Atkinson G, Batterham AM. True and false interindividual differences in the physiological response to an intervention. Exp Physiol. 2015;100:577–88.CrossRefPubMed
22.
Zurück zum Zitat Ahtiainen JP, Walker S, Peltonen H, Holviala J, Sillanpää E, Karavirta L, et al. Heterogeneity in resistance training-induced muscle strength and mass responses in men and women of different ages. Age Dordr Neth. 2016;38:10.CrossRef Ahtiainen JP, Walker S, Peltonen H, Holviala J, Sillanpää E, Karavirta L, et al. Heterogeneity in resistance training-induced muscle strength and mass responses in men and women of different ages. Age Dordr Neth. 2016;38:10.CrossRef
23.
Zurück zum Zitat Bland JM, Altman DG. Statistics notes: calculating correlation coefficients with repeated observations. Part 1: correlation within subjects. BMJ. 1995;310:446.CrossRefPubMedPubMedCentral Bland JM, Altman DG. Statistics notes: calculating correlation coefficients with repeated observations. Part 1: correlation within subjects. BMJ. 1995;310:446.CrossRefPubMedPubMedCentral
Metadaten
Titel
Correlations Do Not Show Cause and Effect: Not Even for Changes in Muscle Size and Strength
verfasst von
Scott J. Dankel
Samuel L. Buckner
Matthew B. Jessee
J. Grant Mouser
Kevin T. Mattocks
Takashi Abe
Jeremy P. Loenneke
Publikationsdatum
17.08.2017
Verlag
Springer International Publishing
Erschienen in
Sports Medicine / Ausgabe 1/2018
Print ISSN: 0112-1642
Elektronische ISSN: 1179-2035
DOI
https://doi.org/10.1007/s40279-017-0774-3

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