TY - JOUR
T1 - Heavy resistance exercise training in older men
T2 - A responder and inter-individual variability analysis
AU - Soendenbroe, Casper
AU - Andersen, Jesper L
AU - Heisterberg, Mette F
AU - Kjaer, Michael
AU - Mackey, Abigail L
N1 - Copyright: © 2026 Soendenbroe et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
PY - 2026/1
Y1 - 2026/1
N2 - BACKGROUND: The extent of inter-individual variability in response to heavy resistance exercise training (HReT), and the possible existence of non-responders, remains unclear. This study aimed to determine the degree of variability in response to prolonged HReT in healthy older men.METHODS: We conducted a secondary analysis of an 8- and 16-week intervention involving thrice-weekly HReT (EX) or continuation of a sedentary lifestyle (SED). Fifty-eight healthy men (age 72 ± 5) were randomized to EX (n = 38) or SED (n = 20). Assessments were conducted at baseline, 8-weeks, and 16-weeks for five outcomes: maximal voluntary contraction strength (MVC), rate of force development (RFD), quadriceps cross-sectional area (qCSA), and type I and II myofibre cross-sectional area (fCSA). Inter-individual variability was assessed using the standard deviation of individual responses (SDIR). Individual changes relative to a Typical Error were used to classify responders as Poor, Trivial, Robust, or Excellent.RESULTS: 16 weeks of EX led to group-level increases in MVC (19 ± 14%), RFD (58 ± 80%), qCSA (3 ± 4%), and type II fCSA (14 ± 25%), with no changes in SED. Substantial inter-individual variability was observed. After 16 weeks, 82% of EX participants were classified as Robust or Excellent responders; only 5% were Poor responders. Training compliance and 1RM progression did not explain this variability. Lower baseline levels were linked to greater improvements but did not fully account for response differences.CONCLUSIONS: This study provides strong evidence of inter-individual variability in response to HReT among healthy older men. Given the rarity of true non-responders, our data support HReT as the universally recommended first-line strategy for enhancing muscle mass and strength.
AB - BACKGROUND: The extent of inter-individual variability in response to heavy resistance exercise training (HReT), and the possible existence of non-responders, remains unclear. This study aimed to determine the degree of variability in response to prolonged HReT in healthy older men.METHODS: We conducted a secondary analysis of an 8- and 16-week intervention involving thrice-weekly HReT (EX) or continuation of a sedentary lifestyle (SED). Fifty-eight healthy men (age 72 ± 5) were randomized to EX (n = 38) or SED (n = 20). Assessments were conducted at baseline, 8-weeks, and 16-weeks for five outcomes: maximal voluntary contraction strength (MVC), rate of force development (RFD), quadriceps cross-sectional area (qCSA), and type I and II myofibre cross-sectional area (fCSA). Inter-individual variability was assessed using the standard deviation of individual responses (SDIR). Individual changes relative to a Typical Error were used to classify responders as Poor, Trivial, Robust, or Excellent.RESULTS: 16 weeks of EX led to group-level increases in MVC (19 ± 14%), RFD (58 ± 80%), qCSA (3 ± 4%), and type II fCSA (14 ± 25%), with no changes in SED. Substantial inter-individual variability was observed. After 16 weeks, 82% of EX participants were classified as Robust or Excellent responders; only 5% were Poor responders. Training compliance and 1RM progression did not explain this variability. Lower baseline levels were linked to greater improvements but did not fully account for response differences.CONCLUSIONS: This study provides strong evidence of inter-individual variability in response to HReT among healthy older men. Given the rarity of true non-responders, our data support HReT as the universally recommended first-line strategy for enhancing muscle mass and strength.
KW - Humans
KW - Male
KW - Resistance Training/methods
KW - Aged
KW - Muscle Strength/physiology
KW - Muscle Contraction/physiology
KW - Exercise
UR - http://www.scopus.com/inward/record.url?scp=105028227369&partnerID=8YFLogxK
U2 - 10.1371/journal.pone.0338775
DO - 10.1371/journal.pone.0338775
M3 - Journal article
C2 - 41563970
SN - 1932-6203
VL - 21
SP - e0338775
JO - PLoS One
JF - PLoS One
IS - 1
M1 - e0338775
ER -