Gymnastik- och idrottshögskolan, GIH

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Spetz, L., Rogestedt, J., Nilsson, R., Mattsson, C. M. & Larsen, F. J. (2025). Validating Subjective Ratings with Wearable Data for a Nuanced Understanding of Load-Recovery Status in Elite Endurance Athletes. Sports Medicine - Open, 11(1), Article ID 154.
Open this publication in new window or tab >>Validating Subjective Ratings with Wearable Data for a Nuanced Understanding of Load-Recovery Status in Elite Endurance Athletes
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2025 (English)In: Sports Medicine - Open, ISSN 2199-1170, Vol. 11, no 1, article id 154Article in journal (Refereed) Published
Abstract [en]

Background

The emergence of wearable technology offers enhanced real-time health management, including sleep, recovery, and exercise optimization. Despite their potential to monitor load-recovery parameters in elite athletes, the selection, combination, and interpretation or reliance of metrics in relation to perceived impact remain unclear.

Objective

This study assessed data from three wearables measuring sleep, continuous glucose, and exercise, together with the Profile of Mood State (POMS) dimensions alongside subjective ratings via the Readiness Advisor application (RA app) (Silicon Valley Exercise Analytics, svexa, Menlo Park, California, USA) to evaluate their association and value in load-recovery monitoring.

Methods

Twenty national team endurance athletes, competing at the highest international level, were monitored during one year of training, recovery, and competitions. Data collections were made with Global Positioning System (GPS) watches and heart rate monitors, & Ōura rings (Ōura Health OY, Oulu, Finland), continuous glucose monitors, POMS questionnaires and subjective ratings in the RA app.

Results

Significant correlations were found between each RA question and its counterpart in a linear mixed model (r values = 0.39-0.81). However, time series analysis through autoregressive integrated moving average (ARIMA analysis) revealed individual variability.

Conclusions

These findings indicate an influence of external aspects and advocate for a multifaceted approach to the assessment of load-recovery balance, well-being and performance. Moreover, personalized analyses proved more accurate than group averages, emphasizing the need for individualized monitoring. Integrating subjective and objective data appears essential for nuanced understanding of the athlete status, advancing high-performance monitoring and athletic health management.

Place, publisher, year, edition, pages
Springer, 2025
National Category
Sport and Fitness Sciences
Research subject
Medicine/Technology
Identifiers
urn:nbn:se:gih:diva-8915 (URN)10.1186/s40798-025-00958-y (DOI)001634547900002 ()41369808 (PubMedID)2-s2.0-105024336793 (Scopus ID)
Note

© The Author(s) 2025. Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

Available from: 2025-12-17 Created: 2025-12-17 Last updated: 2025-12-17
Flockhart, M., Nilsson, L., Tillqvist, E. N., Vinge, F., Millbert, F., Lännerström, J., . . . Larsen, F. J. (2023). Glucosinolate-rich broccoli sprouts protect against oxidative stress and improve adaptations to intense exercise training.. Redox Biology, 67, Article ID 102873.
Open this publication in new window or tab >>Glucosinolate-rich broccoli sprouts protect against oxidative stress and improve adaptations to intense exercise training.
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2023 (English)In: Redox Biology, E-ISSN 2213-2317, Vol. 67, article id 102873Article in journal (Refereed) Published
Abstract [en]

Oxidative stress plays a vital role for the adaptive responses to physical training. However, excessive oxidative stress can precipitate cellular damage, necessitating protective mechanisms to mitigate this effect. Glucosinolates, found predominantly in cruciferous vegetables, can be converted into isothiocyanates, known for their antioxidative properties. These compounds activate crucial antioxidant defence pathways and support mitochondrial function and protein integrity under oxidative stress, in both Nrf2-dependent and independent manners. We here administered glucosinolate-rich broccoli sprouts (GRS), in a randomized double-blinded cross-over fashion to 9 healthy subjects in combination with daily intense exercise training for 7 days. We found that exercise in combination with GRS significantly decreased the levels of carbonylated proteins in skeletal muscle and the release of myeloperoxidase into blood. Moreover, it lowered lactate accumulation during submaximal exercise, and attenuated the severe nocturnal hypoglycaemic episodes seen during the placebo condition. Furthermore, GRS in combination with exercise improved physical performance, which was unchanged in the placebo condition.

Place, publisher, year, edition, pages
Elsevier, 2023
National Category
Sport and Fitness Sciences
Research subject
Medicine/Technology
Identifiers
urn:nbn:se:gih:diva-7791 (URN)10.1016/j.redox.2023.102873 (DOI)001074895800001 ()37688976 (PubMedID)
Funder
Ekhaga FoundationSwedish National Centre for Research in Sports
Note

This study was funded by grants from Ekhagastiftelsen, Swedish Research Council for Sport Science and Sydgrönt Ekonomisk Förening.

Available from: 2023-09-14 Created: 2023-09-14 Last updated: 2025-09-16
Flockhart, M., Tischer, D., Nilsson, L. C., Blackwood, S. J., Ekblom, B., Katz, A., . . . Larsen, F. J. (2023). Reduced glucose tolerance and insulin sensitivity after prolonged exercise in endurance athletes.. Acta Physiologica, 238(4), Article ID e13972.
Open this publication in new window or tab >>Reduced glucose tolerance and insulin sensitivity after prolonged exercise in endurance athletes.
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2023 (English)In: Acta Physiologica, ISSN 1748-1708, E-ISSN 1748-1716, Vol. 238, no 4, article id e13972Article in journal (Refereed) Published
Abstract [en]

AIM: The purpose of this study was to 1. investigate if glucose tolerance is affected after one acute bout of different types of exercise; 2. assess if potential differences between two exercise paradigms are related to changes in mitochondrial function; and 3. determine if endurance athletes differ from nonendurance-trained controls in their metabolic responses to the exercise paradigms.

METHODS: Nine endurance athletes (END) and eight healthy nonendurance-trained controls (CON) were studied. Oral glucose tolerance tests (OGTT) and mitochondrial function were assessed on three occasions: in the morning, 14 h after an overnight fast without prior exercise (RE), as well as after 3 h of prolonged continuous exercise at 65% of VO2 max (PE) or 5 × 4 min at ~95% of VO2 max (HIIT) on a cycle ergometer.

RESULTS: Glucose tolerance was markedly reduced in END after PE compared with RE. END also exhibited elevated fasting serum FFA and ketones levels, reduced insulin sensitivity and glucose oxidation, and increased fat oxidation during the OGTT. CON showed insignificant changes in glucose tolerance and the aforementioned measurements compared with RE. HIIT did not alter glucose tolerance in either group. Neither PE nor HIIT affected mitochondrial function in either group. END also exhibited increased activity of 3-hydroxyacyl-CoA dehydrogenase activity in muscle extracts vs. CON.

CONCLUSION: Prolonged exercise reduces glucose tolerance and increases insulin resistance in endurance athletes the following day. These findings are associated with an increased lipid load, a high capacity to oxidize lipids, and increased fat oxidation.

Place, publisher, year, edition, pages
John Wiley & Sons, 2023
Keywords
endurance athletes, endurance exercise, glucose tolerance, insulin sensitivity, mitochondria, reactive oxygen species
National Category
Sport and Fitness Sciences Endocrinology and Diabetes
Research subject
Medicine/Technology
Identifiers
urn:nbn:se:gih:diva-7627 (URN)10.1111/apha.13972 (DOI)000972308100001 ()37017615 (PubMedID)
Funder
Swedish National Centre for Research in Sports, P2017-0067, P2018-0083, P2019-0062, P2020-0061
Note

At the time of Mikael Flockhart's dissertation, this article was a submitted manuscript.

Available from: 2023-05-08 Created: 2023-05-08 Last updated: 2025-09-16
Flockhart, M., Nilsson, L. C., Ekblom, B. & Larsen, F. J. (2022). A simple model for diagnosis of maladaptations to exercise training. Sports Medicine - Open, 8(1), Article ID 136.
Open this publication in new window or tab >>A simple model for diagnosis of maladaptations to exercise training
2022 (English)In: Sports Medicine - Open, E-ISSN 2198-9761, Vol. 8, no 1, article id 136Article in journal (Refereed) Published
Abstract [en]

Background: The concept of overreaching and super compensation is widely in use by athletes and coaches seeking to maximize performance and adaptations to exercise training. The physiological aspects of acute fatigue, overreaching and non-functional overreaching are, however, not well understood, and well-defined negative physiological outcomes are missing. Instead, the concept relies heavily on performance outcomes for differentiating between the states. Recent advancements in the field of integrated exercise physiology have associated maladaptations in muscular oxidative function to high loads of exercise training.

Method: Eleven female and male subjects that exercised regularly but did not engage in high-intensity interval training (HIIT) were recruited to a 4-week long training intervention where the responses to different training loads were studied. Highly monitored HIIT sessions were performed on a cycle ergometer in a progressive fashion with the intent to accomplish a training overload. Throughout the intervention, physiological and psychological responses to HIIT were assessed, and the results were used to construct a diagnostic model that could indicate maladaptations during excessive training loads.

Results: We here use mitochondrial function as an early marker of excessive training loads and show the dynamic responses of several physiological and psychological measurements during different training loads. During HIIT, a loss of mitochondrial function was associated with reduced glycolytic, glucoregulatory and heart rate responses and increased ratings of perceived exertion in relation to several physiological measurements. The profile of mood states was highly affected after excessive training loads, whereas performance staled rather than decreased. By implementing five of the most affected and relevant measured parameters in a diagnostic model, we could successfully, and in all the subjects, identify the training loads that lead to maladaptations.

Conclusions: As mitochondrial parameters cannot be assessed without donating a muscle biopsy, this test can be used by coaches and exercise physiologists to monitor adaptation to exercise training for improving performance and optimizing the health benefits of exercise. Clinical trial registry number NCT04753021 . Retrospectively registered 2021-02-12.

Place, publisher, year, edition, pages
Springer, 2022
Keywords
Exercise; Maladaptations; Mitochondria; Overreaching; Performance; Physiology; Testing.
National Category
Sport and Fitness Sciences
Research subject
Medicine/Technology
Identifiers
urn:nbn:se:gih:diva-7117 (URN)10.1186/s40798-022-00523-x (DOI)36333619 (PubMedID)
Funder
Swedish National Centre for Research in Sports, P2020-0061
Note

At the time of Mikael Flockhart's dissertation this manuscript was submitted.

Available from: 2022-08-24 Created: 2022-08-24 Last updated: 2026-05-20
Flockhart, M., Tischer, D., Nilsson, L., Blackwood, S. J., Ekblom, B., Katz, A., . . . Larsen, F. J. (2022). Three hours of moderate intensity exercise training reduces glucose tolerance in endurance trained athletes. In: Svensk idrottsmedicin 2022:2: . Paper presented at SFAIMs vårmöte 2022. Tillsammans för framtidens fysiska aktivitet och idrottsmedicin. Stockholm 19-20 maj. (pp. 28). Svensk förening för fysisk aktivitet och idrottsmedicin
Open this publication in new window or tab >>Three hours of moderate intensity exercise training reduces glucose tolerance in endurance trained athletes
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2022 (English)In: Svensk idrottsmedicin 2022:2, Svensk förening för fysisk aktivitet och idrottsmedicin , 2022, p. 28-Conference paper, Oral presentation with published abstract (Other academic)
Place, publisher, year, edition, pages
Svensk förening för fysisk aktivitet och idrottsmedicin, 2022
National Category
Sport and Fitness Sciences
Research subject
Medicine/Technology; Medicine/Technology
Identifiers
urn:nbn:se:gih:diva-7428 (URN)
Conference
SFAIMs vårmöte 2022. Tillsammans för framtidens fysiska aktivitet och idrottsmedicin. Stockholm 19-20 maj.
Available from: 2022-12-05 Created: 2022-12-05 Last updated: 2025-09-16
Flockhart, M., Tischer, D., Nilsson, L., Blackwood, S. J., Ekblom, B., Katz, A., . . . Larsen, F. J. (2022). THREE HOURS OF MODERATE INTENSITY EXERCISE TRAINING REDUCES GLUCOSE TOLERANCE IN ENDURANCE TRAINED ATHLETES. In: : . Paper presented at Vålådalsdagarna 2022, 8-10 februari, Vålådalen..
Open this publication in new window or tab >>THREE HOURS OF MODERATE INTENSITY EXERCISE TRAINING REDUCES GLUCOSE TOLERANCE IN ENDURANCE TRAINED ATHLETES
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2022 (English)Conference paper, Poster (with or without abstract) (Other academic)
Abstract [en]

BACKGROUND

It is well accepted that exercise training improves glucose uptake and insulin sensitivity, and that endurance trained athletes in general show a high capacity for these parameters and excellent metabolic control. However, some studies fail to observe positive effects on glucose regulation in healthy, trained subjects the day after exercise. These, often unexpected, results have been postulated to be caused by excessive training loads, muscle damage, energy deficit, differences in glucose uptake in the exercised and non-exercised musculature and a metabolic interaction through increased fatty acid metabolism which suppresses glucose oxidation and uptake. The mode or volume of exercise that can lead to glucose intolerance in trained athletes as well as mechanistic insights and its relevance for health and performance are, however, not fully understood.

AIM

We studied the metabolic response to a glucose load the day after a session of high intensity interval training (HIIT) or three hours of continuous exercise (3h) in endurance trained athletes and compared the results with measurements during rest.

METHOD

Nine endurance trained athletes (5 females, 4 males) underwent oral glucose tolerance tests (OGTT) after rest and ~14 hours after exercise on a cycle ergometer (HIIT 5x4 minutes at ~95% of VO2max or 3h at 65% of VO2max). Venous blood was sampled at 15-minute intervals for 120 minutes and concentrations of glucose, insulin, free fatty acids (FFA) and ketones (β-hydroxybutyrate) were measured. Statistical analysis was performed using a RM one-way ANOVA with the Giesser-Greenhouse correction and Dunnett’s test was used to compare the exercise conditions to the resting condition.

RESULTS

The area under the curve (AUC) during the OGTT increased greatly after 3h (668±124 mM · min) (p<0.01) compared to rest (532±89) but was found to be unchanged after HIIT (541±96). Resting values of FFA and ketones were increased after 3h (p<0.01 and p<0.05, respectively) but not after HIIT. Insulin was found to be unaltered during all conditions.

CONCLUSIONS AND RELEVANCE

Here, we show manifestation of glucose intolerance in endurance trained athletes together with concomitant increases in plasma concentrations of FFA and ketones the day after a session of prolonged exercise training but not after HIIT. This could be a protective response for securing glucose delivery to the brain and therefore have a positive effect on endurance. It also has the potential to reduce the recovery of glycogen depots, glucose uptake during exercise and performance at higher work rates.

Keywords
glucose, exercise, performance
National Category
Sport and Fitness Sciences
Research subject
Medicine/Technology
Identifiers
urn:nbn:se:gih:diva-6969 (URN)
Conference
Vålådalsdagarna 2022, 8-10 februari, Vålådalen.
Available from: 2022-02-18 Created: 2022-02-18 Last updated: 2025-09-16Bibliographically approved
Flockhart, M., Nilsson, L. C., Tais, S., Ekblom, B., Apro, W. & Larsen, F. J. (2021). Excessive exercise training causes mitochondrial functional impairment and decreases glucose tolerance in healthy volunteers.. Cell Metabolism, 33(5), 957-970, Article ID S1550-4131(21)00102-9.
Open this publication in new window or tab >>Excessive exercise training causes mitochondrial functional impairment and decreases glucose tolerance in healthy volunteers.
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2021 (English)In: Cell Metabolism, ISSN 1550-4131, E-ISSN 1932-7420, Vol. 33, no 5, p. 957-970, article id S1550-4131(21)00102-9Article in journal (Refereed) Published
Abstract [en]

Exercise training positively affects metabolic health through increased mitochondrial oxidative capacity and improved glucose regulation and is the first line of treatment in several metabolic diseases. However, the upper limit of the amount of exercise associated with beneficial therapeutic effects has not been clearly identified. Here, we used a training model with a progressively increasing exercise load during an intervention over 4 weeks. We closely followed changes in glucose tolerance, mitochondrial function and dynamics, physical exercise capacity, and whole-body metabolism. Following the week with the highest exercise load, we found a striking reduction in intrinsic mitochondrial function that coincided with a disturbance in glucose tolerance and insulin secretion. We also assessed continuous blood glucose profiles in world-class endurance athletes and found that they had impaired glucose control compared with a matched control group.

Place, publisher, year, edition, pages
Cell Press, 2021
Keywords
athletes, continuous glucose monitoring, exercise, exercise adaptations, glucose tolerance, high-intensity interval training, insulin resistance, metabolic dysfunction, mitochondria, mitochondrial dynamics, mitochondrial dysfunction
National Category
Endocrinology and Diabetes
Research subject
Medicine/Technology
Identifiers
urn:nbn:se:gih:diva-6622 (URN)10.1016/j.cmet.2021.02.017 (DOI)000647175300002 ()33740420 (PubMedID)
Available from: 2021-03-31 Created: 2021-03-31 Last updated: 2025-09-16Bibliographically approved
Nilsson, L., Flockhart, M., Apro, W., Ekblom, B. & Larsen, F. J. (2019). Biphasic relationship between training load and glucose tolerance. In: : . Paper presented at Cell Symposia, Exercise Metabolism. May 5-7 2019, Sitges Spain.
Open this publication in new window or tab >>Biphasic relationship between training load and glucose tolerance
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2019 (English)Conference paper, Poster (with or without abstract) (Other academic)
Abstract [sv]

Biphasic relationship between training load and glucose tolerance

Nilsson, L, Flockhart M, Bergman K, Apro W, Ekblom B, Larsen FJ

 

There is a well-established construct regarding the positive effects of exercise on glucose tolerance and insulin sensitivity, as well as muscle glycogen storage. In insulin resistance, physical activity is an essential part of the treatment. However, the optimal dose is unknown. Reduced muscular glycogen stores, resulting from exercise, should stimulate an increased uptake of blood glucose. In this study we investigated the relation between training load, glucose tolerance and insulin sensitivity during three weeks of increasing interval training. Three times during the intervention, oral glucose tests were conducted to investigate the rate of glucose uptake. We found a biphasic dose-response relationship between training load and glucose tolerance, where an excessive training load led to a paradoxical reduction in glucose tolerance and impaired insulin release despite an unchanged amount of muscle glycogen. In light of these results, an upper limit of physical exercise exist where the negative effects overpowers the positive.

National Category
Cell Biology
Research subject
Medicine/Technology; Medicine/Technology; Medicine/Technology
Identifiers
urn:nbn:se:gih:diva-5933 (URN)
Conference
Cell Symposia, Exercise Metabolism. May 5-7 2019, Sitges Spain
Funder
Swedish National Centre for Research in Sports
Available from: 2019-11-29 Created: 2019-11-29 Last updated: 2025-09-16Bibliographically approved
Flockhart, M., Nilsson, L., Apro, W., Ekblom, B. & Larsen, F. J. (2019). Dose-response relationship between exercise load and mitochondrial function. In: : . Paper presented at Cell Symposia: Exercise Metabolism, May 5-7 2019, Sitges Spain.
Open this publication in new window or tab >>Dose-response relationship between exercise load and mitochondrial function
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2019 (English)Conference paper, Poster (with or without abstract) (Other academic)
Abstract [en]

Dose-response relationship between exercise load and mitochondrial function

Flockhart M, Nilsson L, Bergman K, Apro W, Ekblom B, Larsen FJ

A dose-dependent relationship exists between exercise load and muscular adaptation. Mitochondria adapt to the increased ATP-demand by alterations in mass and/or quality. How mitochondrial mass and quality changes as a function of exercise load is not well investigated and we have previously found mitochondrial dysfunction after short-term intensive exercise. We therefore aimed to study mitochondrial function by altering exercise load during a three week interval training regimen to understand the dose-response relationship between exercise load and mitochondrial function. We took four muscle biopsies throughout the study, and as expected, mitochondrial function was positively affected during the first two weeks. After the third week, a dramatic mitochondrial dysfunction was evident as mitochondrial intrinsic respiration was reduced by 26% despite a 32% increase in mitochondrial yield. We hereby present evidence of a striking exercise-induced reduction in mitochondrial function after a period of very intense interval training.

National Category
Cell Biology
Research subject
Medicine/Technology
Identifiers
urn:nbn:se:gih:diva-5932 (URN)
Conference
Cell Symposia: Exercise Metabolism, May 5-7 2019, Sitges Spain
Funder
Swedish National Centre for Research in Sports
Available from: 2019-11-29 Created: 2019-11-29 Last updated: 2025-09-16Bibliographically approved
Projects
Interaction between impaired glucose control and sleep disturbances in elite athletes [CIF P2021-0094, CIF 2022-0049]; Swedish School of Sport and Health Sciences, GIHThe PAradox project: Physical overload in individuals with physically demanding jobs - what does it look like and what can be done about it? [STY-2024/0005]; Swedish School of Sport and Health Sciences, GIH
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0001-8314-7814

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