In this issue of the Scandinavian Journal of Pain, Aron et al. [1] published a systematic review examining the reliability and measurement error of exercise-induced hypoalgesia (EIH) in pain-free adults and those with musculoskeletal-related pain (MSK-related pain). Surprisingly, their study included five studies, all of them on pain-free subjects, and no article was found on MSK-related pain. The authors conclude that in pain-free adults, the reliability of EIH is insufficient, and the measurement error is indeterminate. This raises concerns about the reliability of outcomes in this field, particularly given the increasing number of articles on EIH in both populations. In this editorial, we provide insights for clinicians and researchers interested in utilizing and investigating EIH.
EIH: What are we talking about?
EIH is commonly defined as a decrease in pain sensitivity following a single bout of exercise, persisting for up to 30 min afterward [2,3]. This phenomenon has been used to explore the activation of the descending pain modulatory system in pain-free individuals [4], and its investigations can enhance understanding of the mechanisms involved in the acute effect of exercise [4–6]. Many factors can influence the hypoalgesic response, including the type of exercise, body areas assessed (exercising or non-exercising), age, gender, and physical activity levels [4–9]. Psychological aspects and pre-exercise information can also play significant roles [10,11]. Aron et al. [1] highlighted the influence of factors such as menstrual cycle and pre-nutritional status; however, these topics are not entirely understood [12]. For instance, Hoeger Bement et al. [13] demonstrated that EIH does not appear to be influenced by the menstrual cycle phase. Therefore, the influence of these factors on EIH is currently more speculative, given the absence of studies investigating these topics.
Rationality and clinical applicability of EIH
Exercise is strongly recommended for the treatment of several MSK-related pain conditions, leading to growing interest in its effects on pain and its mechanisms over recent decades. However, despite their widespread use in clinical practice, exercise-based treatments demonstrate small to moderate effect sizes in the long term in several different conditions [11,14,15]. As one would expect larger effect sizes, researchers and clinicians question why a proportion of patients do not show significant improvement after a period of exercising. One possible explanation may be related to the mechanisms of exercise action in each individual and how the peripheral and central nervous systems are functioning. Exercise activates descending inhibitory mechanisms [16], and when altered, the protective effect against harmful peripheral stimuli can be impaired as well.
EIH has gained strength in explaining this controversy. Several chronic pain conditions, including fibromyalgia, chronic low back, osteoarthritis, and neck and shoulder pain [4,17], have been investigated regarding EIH, demonstrating predictive value for long-term treatment response success [18–21] and relevant prognostic factors [22,23]. Pain exacerbation after exercise is likely to be a major barrier to adherence to exercise-based treatment, potentially leading to long-term worsening of pain and disability [24,25]. Furthermore, it can be used to continually monitor treatment success and readjust procedures, if necessary [22].
Reliability and measurement error of EIH
Considering that EIH has been utilized as an outcome measure in several studies, it is important to establish its reliability before its use in research or clinical applications [26]. Reliability is defined as “the degree to which the measurement is free from measurement error” [27], and measurement error is the systematic and random error of a patient’s score that is not attributed to true changes in the construct to be measured [27]. The authors found poor reliability, likely due to the lack of evidence on all influencing factors of EIH, which are not totally understood yet. Although some studies have shown errors, the standard error of measurement (SEM) remains unknown, making it difficult to distinguish clinically real changes in EIH from systematic and random errors. Additionally, the absence of SEM complicates agreement between measurements, emphasizing the need for cautious interpretation of EIH study results.
Furthermore, reliability is a population-dependent construct, indicating that the results of this systematic review [1] cannot be generalized for people with MSK-related pain. Similarly, no studies have tested inter-rater reliability, which could be essential since patients are often evaluated by different therapists over time in the clinical setting.
The authors also raised another important issue about participants’ clinical baseline parameters stability between evaluation sessions. While similar measurement conditions were assessed by the COSMIN Risk of Bias tool, the authors suggested further exploration of non-analgesic substances and pre-exercise nutritional status as potential confounders.
Additionally, methodological differences among studies complicate replicability and comparison. For example, in terms of exercise modalities, authors have included aerobic and isometric EIH. In addition to the different exercise modalities, even when studies investigated the same modality, they manipulated the intensity differently. For instance, three included studies investigated the effect of aerobic exercise (cycling) for 15 min; however, one increased the resistance until a rate of perceived exertion of 16/20 [28], another one used different intensities based on the lactate threshold (50, 75, and 100%) [29], and the third increased until participants achieved 85.9% of the maximal heart rate [22]. Although aerobic exercise seems to induce the most robust EIH, method selection becomes arbitrary, hindering meaningful comparisons.
Conclusions and recommendations
This study by Aron et al. [1] contributes to the current literature regarding the reliability and SEM of EIH, emphasizing important gaps. Future studies should focus on investigating EIH reliability in MSK-related pain populations to determine its suitability in clinical and research settings. Such investigations would aid in the implementation of EIH in clinical practice and research. Additionally, as pointed out by the authors, “its use to guide exercise prescription or to predict clinical outcomes requires developing ways to induce it reliably in clinical populations and defining cut-off to classify patients (e.g., the – Minimal Important Change (MIC))”.
Acknowledgements
Coordination of Superior Level Staff Improvement in Brazil (CAPES) and the São Paulo Research Foundation (FAPESP).
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Research ethics: Not applicable.
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Informed consent: Not applicable.
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Author contributions: All authors have contributed to the conception and design of the work and to drafting or revising it. All authors have approved the final version to be published.
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Competing interests: The authors declare no competing interests.
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Research funding: This work was supported by the Coordination of Superior Level Staff Improvement in Brazil (CAPES) under Finance Code 001 and the São Paulo Research Foundation (FAPESP) under Grant [2020/08250-0 and 2024/04750-9].
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Data availability: Not applicable.
References
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© 2024 the author(s), published by De Gruyter
This work is licensed under the Creative Commons Attribution 4.0 International License.
Articles in the same Issue
- Editorial Comment
- From pain to relief: Exploring the consistency of exercise-induced hypoalgesia
- Christmas greetings 2024 from the Editor-in-Chief
- Original Articles
- The Scandinavian Society for the Study of Pain 2022 Postgraduate Course and Annual Scientific (SASP 2022) Meeting 12th to 14th October at Rigshospitalet, Copenhagen
- Comparison of ultrasound-guided continuous erector spinae plane block versus continuous paravertebral block for postoperative analgesia in patients undergoing proximal femur surgeries
- Clinical Pain Researches
- The effect of tourniquet use on postoperative opioid consumption after ankle fracture surgery – a retrospective cohort study
- Changes in pain, daily occupations, lifestyle, and health following an occupational therapy lifestyle intervention: a secondary analysis from a feasibility study in patients with chronic high-impact pain
- Tonic cuff pressure pain sensitivity in chronic pain patients and its relation to self-reported physical activity
- Reliability, construct validity, and factorial structure of a Swedish version of the medical outcomes study social support survey (MOS-SSS) in patients with chronic pain
- Hurdles and potentials when implementing internet-delivered Acceptance and commitment therapy for chronic pain: a retrospective appraisal using the Quality implementation framework
- Exploring the outcome “days with bothersome pain” and its association with pain intensity, disability, and quality of life
- Fatigue and cognitive fatigability in patients with chronic pain
- The Swedish version of the pain self-efficacy questionnaire short form, PSEQ-2SV: Cultural adaptation and psychometric evaluation in a population of patients with musculoskeletal disorders
- Pain coping and catastrophizing in youth with and without cerebral palsy
- Neuropathic pain after surgery – A clinical validation study and assessment of accuracy measures of the 5-item NeuPPS scale
- Translation, contextual adaptation, and reliability of the Danish Concept of Pain Inventory (COPI-Adult (DK)) – A self-reported outcome measure
- Cosmetic surgery and associated chronic postsurgical pain: A cross-sectional study from Norway
- The association of hemodynamic parameters and clinical demographic variables with acute postoperative pain in female oncological breast surgery patients: A retrospective cohort study
- Healthcare professionals’ experiences of interdisciplinary collaboration in pain centres – A qualitative study
- Effects of deep brain stimulation and verbal suggestions on pain in Parkinson’s disease
- Painful differences between different pain scale assessments: The outcome of assessed pain is a matter of the choices of scale and statistics
- Prevalence and characteristics of fibromyalgia according to three fibromyalgia diagnostic criteria: A secondary analysis study
- Sex moderates the association between quantitative sensory testing and acute and chronic pain after total knee/hip arthroplasty
- Tramadol-paracetamol for postoperative pain after spine surgery – A randomized, double-blind, placebo-controlled study
- Cancer-related pain experienced in daily life is difficult to communicate and to manage – for patients and for professionals
- Making sense of pain in inflammatory bowel disease (IBD): A qualitative study
- Patient-reported pain, satisfaction, adverse effects, and deviations from ambulatory surgery pain medication
- Does pain influence cognitive performance in patients with mild traumatic brain injury?
- Hypocapnia in women with fibromyalgia
- Application of ultrasound-guided thoracic paravertebral block or intercostal nerve block for acute herpes zoster and prevention of post-herpetic neuralgia: A case–control retrospective trial
- Translation and examination of construct validity of the Danish version of the Tampa Scale for Kinesiophobia
- A positive scratch collapse test in anterior cutaneous nerve entrapment syndrome indicates its neuropathic character
- ADHD-pain: Characteristics of chronic pain and association with muscular dysregulation in adults with ADHD
- The relationship between changes in pain intensity and functional disability in persistent disabling low back pain during a course of cognitive functional therapy
- Intrathecal pain treatment for severe pain in patients with terminal cancer: A retrospective analysis of treatment-related complications and side effects
- Psychometric evaluation of the Danish version of the Pain Self-Efficacy Questionnaire in patients with subacute and chronic low back pain
- Dimensionality, reliability, and validity of the Finnish version of the pain catastrophizing scale in chronic low back pain
- To speak or not to speak? A secondary data analysis to further explore the context-insensitive avoidance scale
- Pain catastrophizing levels differentiate between common diseases with pain: HIV, fibromyalgia, complex regional pain syndrome, and breast cancer survivors
- Prevalence of substance use disorder diagnoses in patients with chronic pain receiving reimbursed opioids: An epidemiological study of four Norwegian health registries
- Pain perception while listening to thrash heavy metal vs relaxing music at a heavy metal festival – the CoPainHell study – a factorial randomized non-blinded crossover trial
- Observational Studies
- Cutaneous nerve biopsy in patients with symptoms of small fiber neuropathy: a retrospective study
- The incidence of post cholecystectomy pain (PCP) syndrome at 12 months following laparoscopic cholecystectomy: a prospective evaluation in 200 patients
- Associations between psychological flexibility and daily functioning in endometriosis-related pain
- Relationship between perfectionism, overactivity, pain severity, and pain interference in individuals with chronic pain: A cross-lagged panel model analysis
- Access to psychological treatment for chronic cancer-related pain in Sweden
- Validation of the Danish version of the knowledge and attitudes survey regarding pain
- Associations between cognitive test scores and pain tolerance: The Tromsø study
- Healthcare experiences of fibromyalgia patients and their associations with satisfaction and pain relief. A patient survey
- Video interpretation in a medical spine clinic: A descriptive study of a diverse population and intervention
- Role of history of traumatic life experiences in current psychosomatic manifestations
- Social determinants of health in adults with whiplash associated disorders
- Which patients with chronic low back pain respond favorably to multidisciplinary rehabilitation? A secondary analysis of a randomized controlled trial
- A preliminary examination of the effects of childhood abuse and resilience on pain and physical functioning in patients with knee osteoarthritis
- Differences in risk factors for flare-ups in patients with lumbar radicular pain may depend on the definition of flare
- Real-world evidence evaluation on consumer experience and prescription journey of diclofenac gel in Sweden
- Patient characteristics in relation to opioid exposure in a chronic non-cancer pain population
- Topical Reviews
- Bridging the translational gap: adenosine as a modulator of neuropathic pain in preclinical models and humans
- What do we know about Indigenous Peoples with low back pain around the world? A topical review
- The “future” pain clinician: Competencies needed to provide psychologically informed care
- Systematic Reviews
- Pain management for persistent pain post radiotherapy in head and neck cancers: systematic review
- High-frequency, high-intensity transcutaneous electrical nerve stimulation compared with opioids for pain relief after gynecological surgery: a systematic review and meta-analysis
- Reliability and measurement error of exercise-induced hypoalgesia in pain-free adults and adults with musculoskeletal pain: A systematic review
- Noninvasive transcranial brain stimulation in central post-stroke pain: A systematic review
- Short Communications
- Are we missing the opioid consumption in low- and middle-income countries?
- Association between self-reported pain severity and characteristics of United States adults (age ≥50 years) who used opioids
- Could generative artificial intelligence replace fieldwork in pain research?
- Skin conductance algesimeter is unreliable during sudden perioperative temperature increases
- Original Experimental
- Confirmatory study of the usefulness of quantum molecular resonance and microdissectomy for the treatment of lumbar radiculopathy in a prospective cohort at 6 months follow-up
- Pain catastrophizing in the elderly: An experimental pain study
- Improving general practice management of patients with chronic musculoskeletal pain: Interdisciplinarity, coherence, and concerns
- Concurrent validity of dynamic bedside quantitative sensory testing paradigms in breast cancer survivors with persistent pain
- Transcranial direct current stimulation is more effective than pregabalin in controlling nociceptive and anxiety-like behaviors in a rat fibromyalgia-like model
- Paradox pain sensitivity using cuff pressure or algometer testing in patients with hemophilia
- Physical activity with person-centered guidance supported by a digital platform or with telephone follow-up for persons with chronic widespread pain: Health economic considerations along a randomized controlled trial
- Measuring pain intensity through physical interaction in an experimental model of cold-induced pain: A method comparison study
- Pharmacological treatment of pain in Swedish nursing homes: Prevalence and associations with cognitive impairment and depressive mood
- Neck and shoulder pain and inflammatory biomarkers in plasma among forklift truck operators – A case–control study
- The effect of social exclusion on pain perception and heart rate variability in healthy controls and somatoform pain patients
- Revisiting opioid toxicity: Cellular effects of six commonly used opioids
- Letter to the Editor
- Post cholecystectomy pain syndrome: Letter to Editor
- Response to the Letter by Prof Bordoni
- Response – Reliability and measurement error of exercise-induced hypoalgesia
- Is the skin conductance algesimeter index influenced by temperature?
- Skin conductance algesimeter is unreliable during sudden perioperative temperature increase
- Corrigendum
- Corrigendum to “Chronic post-thoracotomy pain after lung cancer surgery: a prospective study of preoperative risk factors”
- Obituary
- A Significant Voice in Pain Research Björn Gerdle in Memoriam (1953–2024)
Articles in the same Issue
- Editorial Comment
- From pain to relief: Exploring the consistency of exercise-induced hypoalgesia
- Christmas greetings 2024 from the Editor-in-Chief
- Original Articles
- The Scandinavian Society for the Study of Pain 2022 Postgraduate Course and Annual Scientific (SASP 2022) Meeting 12th to 14th October at Rigshospitalet, Copenhagen
- Comparison of ultrasound-guided continuous erector spinae plane block versus continuous paravertebral block for postoperative analgesia in patients undergoing proximal femur surgeries
- Clinical Pain Researches
- The effect of tourniquet use on postoperative opioid consumption after ankle fracture surgery – a retrospective cohort study
- Changes in pain, daily occupations, lifestyle, and health following an occupational therapy lifestyle intervention: a secondary analysis from a feasibility study in patients with chronic high-impact pain
- Tonic cuff pressure pain sensitivity in chronic pain patients and its relation to self-reported physical activity
- Reliability, construct validity, and factorial structure of a Swedish version of the medical outcomes study social support survey (MOS-SSS) in patients with chronic pain
- Hurdles and potentials when implementing internet-delivered Acceptance and commitment therapy for chronic pain: a retrospective appraisal using the Quality implementation framework
- Exploring the outcome “days with bothersome pain” and its association with pain intensity, disability, and quality of life
- Fatigue and cognitive fatigability in patients with chronic pain
- The Swedish version of the pain self-efficacy questionnaire short form, PSEQ-2SV: Cultural adaptation and psychometric evaluation in a population of patients with musculoskeletal disorders
- Pain coping and catastrophizing in youth with and without cerebral palsy
- Neuropathic pain after surgery – A clinical validation study and assessment of accuracy measures of the 5-item NeuPPS scale
- Translation, contextual adaptation, and reliability of the Danish Concept of Pain Inventory (COPI-Adult (DK)) – A self-reported outcome measure
- Cosmetic surgery and associated chronic postsurgical pain: A cross-sectional study from Norway
- The association of hemodynamic parameters and clinical demographic variables with acute postoperative pain in female oncological breast surgery patients: A retrospective cohort study
- Healthcare professionals’ experiences of interdisciplinary collaboration in pain centres – A qualitative study
- Effects of deep brain stimulation and verbal suggestions on pain in Parkinson’s disease
- Painful differences between different pain scale assessments: The outcome of assessed pain is a matter of the choices of scale and statistics
- Prevalence and characteristics of fibromyalgia according to three fibromyalgia diagnostic criteria: A secondary analysis study
- Sex moderates the association between quantitative sensory testing and acute and chronic pain after total knee/hip arthroplasty
- Tramadol-paracetamol for postoperative pain after spine surgery – A randomized, double-blind, placebo-controlled study
- Cancer-related pain experienced in daily life is difficult to communicate and to manage – for patients and for professionals
- Making sense of pain in inflammatory bowel disease (IBD): A qualitative study
- Patient-reported pain, satisfaction, adverse effects, and deviations from ambulatory surgery pain medication
- Does pain influence cognitive performance in patients with mild traumatic brain injury?
- Hypocapnia in women with fibromyalgia
- Application of ultrasound-guided thoracic paravertebral block or intercostal nerve block for acute herpes zoster and prevention of post-herpetic neuralgia: A case–control retrospective trial
- Translation and examination of construct validity of the Danish version of the Tampa Scale for Kinesiophobia
- A positive scratch collapse test in anterior cutaneous nerve entrapment syndrome indicates its neuropathic character
- ADHD-pain: Characteristics of chronic pain and association with muscular dysregulation in adults with ADHD
- The relationship between changes in pain intensity and functional disability in persistent disabling low back pain during a course of cognitive functional therapy
- Intrathecal pain treatment for severe pain in patients with terminal cancer: A retrospective analysis of treatment-related complications and side effects
- Psychometric evaluation of the Danish version of the Pain Self-Efficacy Questionnaire in patients with subacute and chronic low back pain
- Dimensionality, reliability, and validity of the Finnish version of the pain catastrophizing scale in chronic low back pain
- To speak or not to speak? A secondary data analysis to further explore the context-insensitive avoidance scale
- Pain catastrophizing levels differentiate between common diseases with pain: HIV, fibromyalgia, complex regional pain syndrome, and breast cancer survivors
- Prevalence of substance use disorder diagnoses in patients with chronic pain receiving reimbursed opioids: An epidemiological study of four Norwegian health registries
- Pain perception while listening to thrash heavy metal vs relaxing music at a heavy metal festival – the CoPainHell study – a factorial randomized non-blinded crossover trial
- Observational Studies
- Cutaneous nerve biopsy in patients with symptoms of small fiber neuropathy: a retrospective study
- The incidence of post cholecystectomy pain (PCP) syndrome at 12 months following laparoscopic cholecystectomy: a prospective evaluation in 200 patients
- Associations between psychological flexibility and daily functioning in endometriosis-related pain
- Relationship between perfectionism, overactivity, pain severity, and pain interference in individuals with chronic pain: A cross-lagged panel model analysis
- Access to psychological treatment for chronic cancer-related pain in Sweden
- Validation of the Danish version of the knowledge and attitudes survey regarding pain
- Associations between cognitive test scores and pain tolerance: The Tromsø study
- Healthcare experiences of fibromyalgia patients and their associations with satisfaction and pain relief. A patient survey
- Video interpretation in a medical spine clinic: A descriptive study of a diverse population and intervention
- Role of history of traumatic life experiences in current psychosomatic manifestations
- Social determinants of health in adults with whiplash associated disorders
- Which patients with chronic low back pain respond favorably to multidisciplinary rehabilitation? A secondary analysis of a randomized controlled trial
- A preliminary examination of the effects of childhood abuse and resilience on pain and physical functioning in patients with knee osteoarthritis
- Differences in risk factors for flare-ups in patients with lumbar radicular pain may depend on the definition of flare
- Real-world evidence evaluation on consumer experience and prescription journey of diclofenac gel in Sweden
- Patient characteristics in relation to opioid exposure in a chronic non-cancer pain population
- Topical Reviews
- Bridging the translational gap: adenosine as a modulator of neuropathic pain in preclinical models and humans
- What do we know about Indigenous Peoples with low back pain around the world? A topical review
- The “future” pain clinician: Competencies needed to provide psychologically informed care
- Systematic Reviews
- Pain management for persistent pain post radiotherapy in head and neck cancers: systematic review
- High-frequency, high-intensity transcutaneous electrical nerve stimulation compared with opioids for pain relief after gynecological surgery: a systematic review and meta-analysis
- Reliability and measurement error of exercise-induced hypoalgesia in pain-free adults and adults with musculoskeletal pain: A systematic review
- Noninvasive transcranial brain stimulation in central post-stroke pain: A systematic review
- Short Communications
- Are we missing the opioid consumption in low- and middle-income countries?
- Association between self-reported pain severity and characteristics of United States adults (age ≥50 years) who used opioids
- Could generative artificial intelligence replace fieldwork in pain research?
- Skin conductance algesimeter is unreliable during sudden perioperative temperature increases
- Original Experimental
- Confirmatory study of the usefulness of quantum molecular resonance and microdissectomy for the treatment of lumbar radiculopathy in a prospective cohort at 6 months follow-up
- Pain catastrophizing in the elderly: An experimental pain study
- Improving general practice management of patients with chronic musculoskeletal pain: Interdisciplinarity, coherence, and concerns
- Concurrent validity of dynamic bedside quantitative sensory testing paradigms in breast cancer survivors with persistent pain
- Transcranial direct current stimulation is more effective than pregabalin in controlling nociceptive and anxiety-like behaviors in a rat fibromyalgia-like model
- Paradox pain sensitivity using cuff pressure or algometer testing in patients with hemophilia
- Physical activity with person-centered guidance supported by a digital platform or with telephone follow-up for persons with chronic widespread pain: Health economic considerations along a randomized controlled trial
- Measuring pain intensity through physical interaction in an experimental model of cold-induced pain: A method comparison study
- Pharmacological treatment of pain in Swedish nursing homes: Prevalence and associations with cognitive impairment and depressive mood
- Neck and shoulder pain and inflammatory biomarkers in plasma among forklift truck operators – A case–control study
- The effect of social exclusion on pain perception and heart rate variability in healthy controls and somatoform pain patients
- Revisiting opioid toxicity: Cellular effects of six commonly used opioids
- Letter to the Editor
- Post cholecystectomy pain syndrome: Letter to Editor
- Response to the Letter by Prof Bordoni
- Response – Reliability and measurement error of exercise-induced hypoalgesia
- Is the skin conductance algesimeter index influenced by temperature?
- Skin conductance algesimeter is unreliable during sudden perioperative temperature increase
- Corrigendum
- Corrigendum to “Chronic post-thoracotomy pain after lung cancer surgery: a prospective study of preoperative risk factors”
- Obituary
- A Significant Voice in Pain Research Björn Gerdle in Memoriam (1953–2024)