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1.
Eur J Neurosci ; 56(7): 5090-5105, 2022 10.
Article in English | MEDLINE | ID: mdl-35983754

ABSTRACT

Several models have been developed to analyse cortical activity in response to salient events constituted by multiple sensory modalities. In particular, additive models compare event-related potentials (ERPs) in response to stimuli from two or more concomitant sensory modalities with the ERPs evoked by unimodal stimuli, in order to study sensory interactions. In this approach, components that are not specific to a sensory modality are commonly disregarded, although they likely carry information about stimulus expectation and evaluation, attentional orientation and other cognitive processes. In this study, we present an analytical method to assess the contribution of modality-specific and nonspecific components to the ERP. We developed an experimental setup that recorded ERPs in response to four stimulus types (visual, auditory, and two somatosensory modalities to test for stimulus specificity) in three different conditions (unimodal, bimodal and trimodal stimulation) and recorded the saliency of these stimuli relative to the sensory background. Stimuli were delivered in pairs, in order to study the effects of habituation. To this end, spatiotemporal features (peak amplitudes and latencies at different scalp locations) were analysed using linear mixed models. Results showed that saliency relative to the sensory background increased with the number of concomitant stimuli. We also observed that the spatiotemporal features of modality-specific components derived from this method likely reflect the amount and type of sensory input. Furthermore, the nonspecific component reflected habituation occurring for the second stimulus in the pair. In conclusion, this method provides an alternative to study neural mechanisms of responses to multisensory stimulation.


Subject(s)
Electroencephalography , Evoked Potentials , Acoustic Stimulation , Attention , Electroencephalography/methods , Evoked Potentials/physiology , Photic Stimulation , Reaction Time/physiology
2.
Eur J Pain ; 25(8): 1723-1738, 2021 09.
Article in English | MEDLINE | ID: mdl-33884702

ABSTRACT

BACKGROUND: There is increasing evidence for oxytocin as a neurotransmitter in spinal nociceptive processes. Hypothalamic oxytocinergic neurons project to the spinal dorsal horn, where they activate GABA-ergic inhibitory interneurons. The present study tested whether the long-acting oxytocin-analogue carbetocin has anti-nociceptive effects in multi-modal experimental pain in humans. METHODS: Twenty-five male volunteers received carbetocin 100 mcg and placebo (0.9% NaCl) on two different sessions in a randomized, double-blinded, cross-over design. Multi-modal quantitative sensory testing (QST) including a model of capsaicin-induced hyperalgesia and allodynia were performed at baseline and at 10, 60 and 120 min after drug administration. QST data were analysed using mixed linear and logistic regression models. Carbetocin plasma concentrations and oxytocin receptor genotypes were quantified and assessed in an exploratory fashion. RESULTS: An anti-nociceptive effect of carbetocin was observed on intramuscular electrical temporal summation (estimated difference: 1.26 mA, 95% CI 1.01 to 1.56 mA, p = .04) and single-stimulus electrical pain thresholds (estimated difference: 1.21 mA, 95% CI 1.0 to 1.47 mA, p = .05). Furthermore, the area of capsaicin-induced allodynia was reduced after carbetocin compared to placebo (estimated difference: -6.5 cm2 , 95% CI -9.8 to -3.2 cm2 , p < .001). CONCLUSIONS: This study provides evidence of an anti-nociceptive effect of carbetocin on experimental pain in humans. SIGNIFICANCE: This study provides evidence of the anti-nociceptive effect of intravenous administration of the oxytocin agonist carbetocin in healthy male volunteers.


Subject(s)
Oxytocics , Postpartum Hemorrhage , Double-Blind Method , Female , Healthy Volunteers , Humans , Male , Oxytocics/pharmacology , Pregnancy , Receptors, Oxytocin
3.
J Neurophysiol ; 123(6): 2201-2208, 2020 06 01.
Article in English | MEDLINE | ID: mdl-32347161

ABSTRACT

Nociceptive withdrawal reflex (NWR) is a protective reaction to a noxious stimulus, resulting in withdrawal of the affected area and thus preventing potential tissue damage. This involuntary reaction consists of neural circuits, biomechanical strategies, and muscle activity that ensure an optimal withdrawal. Studies of lower limb NWR indicate that the amplitude of the NWR is highly modulated by extrinsic and intrinsic factors, such as stimulation site, intensity, frequency, and supraspinal activity, among others. Whether the predictability of the stimulus has an effect on the biomechanical strategies is still unclear. This study aimed to evaluate how the predictability of impending noxious stimuli modulate the NWR reaction in the lower limb. NWR was evoked on fifteen healthy participants by trains of electrical stimuli on the sole of the foot and was measured in one distal (tibialis anterior) and one proximal (biceps femoris) muscle. The predictability was manipulated by giving participants prior information about the onset of the stimulus trains and the number of delivered stimuli per train. Results showed that the predictability of the incoming stimuli differentially modulates the muscle activity involved in the NWR reaction. For the most unpredictable stimulus train, larger NWR at distal muscles were evoked. Furthermore, the stereotyped temporal summation profile to repeated stimulation was observed when the stimulus train was completely predictable, while it was disrupted in proximal muscles in unpredictable conditions. It is inferred that the reflex response is shaped by descending control, which dynamically tunes the activity of the muscles involved in the resulting reaction.NEW & NOTEWORTHY Innate defensive behaviors such as reflexes are found across all species, constituting preprogrammed responses to external threats that are not anticipated. Previous studies indicated that the excitability of the reflex arcs like spinal nociceptive withdrawal reflex (NWR) pathways in humans are modulated by several cognitive factors. This study assesses how the predictability of a threat affects the biomechanical pattern of the withdrawal response, showing that distal and proximal muscles are differentially modulated by descending control.


Subject(s)
Anticipation, Psychological/physiology , Foot/physiology , Muscle, Skeletal/physiology , Nociception/physiology , Reflex/physiology , Adult , Electric Stimulation , Electromyography , Female , Humans , Male , Young Adult
4.
Eur J Neurosci ; 50(12): 3934-3943, 2019 12.
Article in English | MEDLINE | ID: mdl-31411758

ABSTRACT

Phasic pain stimuli are inhibited when they are applied concomitantly with a conditioning tonic stimulus at another body location (heterotopic noxious conditioning stimulation, HNCS). While the effects of HNCS are thought to rely on a spino-bulbo-spinal mechanism in animals (termed diffuse noxious inhibitory controls, DNIC), the underlying neurophysiology in humans may involve other pathways. In this study, we investigated the role of concomitant supraspinal mechanisms during HNCS by presenting auditory stimuli during a conditioning tonic painful stimulus (the cold pressor test, CPT). Considering that auditory stimuli are not conveyed through the spinal cord, any changes in brain responses to auditory stimuli during HNCS can be ascribed entirely to supraspinal mechanisms. Electroencephalography (EEG) was recorded during HNCS, and auditory stimuli were administered in three blocks, before, during and after HNCS. Nociceptive withdrawal reflexes (NWRs) were recorded at the same time points to investigate spinal processing. Our results showed that AEPs were significantly reduced during HNCS. Moreover, the amplitude of the NWR was significantly diminished during HNCS in most participants. Given that spinal and supraspinal mechanisms operate concomitantly during HNCS, the possibility of isolating their individual contributions in humans is questionable. We conclude that the net effects of HCNS are not independent from attentional/cognitive influences.


Subject(s)
Neural Inhibition/physiology , Pain/psychology , Reflex/physiology , Spinal Cord/physiopathology , Adult , Conditioning, Classical/physiology , Diffuse Noxious Inhibitory Control/physiology , Female , Humans , Male , Pain/physiopathology , Physical Stimulation , Spinal Cord/physiology , Young Adult
5.
Eur J Pain ; 23(9): 1733-1742, 2019 10.
Article in English | MEDLINE | ID: mdl-31251430

ABSTRACT

BACKGROUND: Experimental models of pain in humans are crucial for understanding pain mechanisms. The most often used muscle pain models involve the injection of algesic substances, such as hypertonic saline solution or nerve growth factor or the induction of delayed onset muscle soreness (DOMS) by an unaccustomed exercise routine. However, these models are either invasive or take substantial time to develop, and the elicited level of pain/soreness is difficult to control. To overcome these shortcomings, we propose to elicit muscle pain by a localized application of short-wave diathermy (SWD). METHODS: In this crossover study, SWD was administered to 18 healthy volunteers to the wrist extensor muscle group, with a constant stimulation intensity and up to 4 min. Pressure pain threshold (PPT), pinprick sensitivity (PPS) and self-reported muscle soreness were assessed at baseline and at 0, 30 and 60 min after application of SWD. RESULTS: SWD evoked localized muscle pain/soreness in the wrist extensor muscle group and a decrease of PPT in the treated arm compared with the control arm that lasted for at least 60 min, reflecting ongoing hyperalgesia after SWD application. PPS was not significantly altered 30-60 min following SWD, suggesting a minimal contribution from skin tissue to sustained hyperalgesia. CONCLUSIONS: SWD was able to elicit muscle soreness and hyperalgesia up to 60 min after its application. Thus, this new model represents a promising tool for investigating muscle pain in humans. SIGNIFICANCE: This study presents an experimental model to elicit sustained muscle pain based on short-wave diathermy. The main advantages of the model are its noninvasiveness, the possibility to control stimulation parameters in a reliable way and the convenience of the time frame in which pain and hyperalgesia are developed.


Subject(s)
Diathermy , Myalgia/chemically induced , Adult , Cross-Over Studies , Exercise/physiology , Female , Humans , Hyperalgesia , Male , Muscle, Skeletal/physiology , Nerve Growth Factor , Pain Management , Pain Measurement , Pain Threshold/physiology , Saline Solution, Hypertonic , Wrist
6.
Nucl Med Commun ; 38(3): 215-221, 2017 Mar.
Article in English | MEDLINE | ID: mdl-28099265

ABSTRACT

PURPOSE: The aim of this study was to assess observer agreement on the evaluation of treatment responses of bone metastases by bone scintigraphy (BS) using different scoring methods in prostate cancer patients. PATIENTS AND METHODS: Sixty-three paired BS from 55 patients were included. BS was performed before and after more than 12 weeks of anticancer treatment. A panel of experienced nuclear medicine physicians from several institutions evaluated treatment response using three different methods: (a) standard clinical assessment, (b) MD Anderson criteria, and (c) Prostate Cancer Working Group 2 (PCWG-2) criteria. All methods were based on the evaluation of paired before-after bone scans. RESULTS: Readers were able to classify the presence of bone metastases at baseline with a high level of agreement [Cohen's κ=0.94, 95% confidence interval (CI) 0.82-1.00]. Observer agreement on bone response by PCWG-2 criteria showed considerable agreement (Cohen's κ=0.84, 95% CI: 0.69-0.99). Evaluation using standard clinical assessment and MD Anderson criteria showed moderate agreement (0.52, 95% CI: 0.36-0.69 and 0.64, 95% CI: 0.48-0.79, respectively). There was considerable variation among readers for regional lesion count on individual scans, with limits of agreement of -10 to 10 lesions or more for the majority of anatomical regions, including the thorax, spine, and pelvis. CONCLUSION: Observer agreement on treatment response by BS varied notably across methods. Optimal agreement was achieved by the PCWG-2 criteria. Variation in the classification of treatment response of bone metastases may have a significant impact on clinical decision-making, emphasizing the need for a uniform approach, including during clinical practice. Response assessment by lesion counting on repeated BS without access to previous scans cannot be recommended.


Subject(s)
Bone and Bones/diagnostic imaging , Prostatic Neoplasms/diagnostic imaging , Prostatic Neoplasms/drug therapy , Aged , Aged, 80 and over , Bone Neoplasms/secondary , Humans , Male , Middle Aged , Observer Variation , Prostatic Neoplasms/pathology , Treatment Outcome
7.
Pain ; 157(12): 2664-2671, 2016 12.
Article in English | MEDLINE | ID: mdl-27479866

ABSTRACT

Low back pain has a life time prevalence of 70% to 85%. Approximately 10% to 20% of all patients experience recurrent episodes or develop chronic low back pain. Sociodemographic, clinical, and psychological characteristics explain the transition from acute to chronic low back pain only to a limited extent. Altered central pain processing may be a contributing mechanism. The measurement of reflex receptive fields (RRF) is a novel method to assess altered central pain processing. The RRF area denotes the area of the foot sole from which spinal nociceptive reflexes can be elicited. It was shown to be enlarged in patients with acute and chronic low back pain compared with pain-free individuals. The aim of the study was to explore the discriminative ability of the RRF to distinguish patients with acute and chronic low back pain with the hypothesis that enlarged RRF are associated with chronic low back pain. We included 214 patients with either acute or chronic low back pain and compared RRF between groups in both univariable and multivariable analyses adjusted for different sociodemographic and clinical characteristics possibly associated with the transition to chronic pain. We found a mean difference between patients with acute and chronic low back pain of -0.01 (95% confidence interval [CI], -0.06 to 0.04) in the crude, -0.02 (95% CI, -0.08 to 0.04) in the age and sex adjusted, and -0.02 (95% CI, -0.09 to 0.05) in the fully adjusted model. Our results suggest that the enlargement of RRF area may not be associated with the transition from acute to chronic low back pain.


Subject(s)
Acute Pain/physiopathology , Chronic Pain/physiopathology , Discrimination, Psychological/physiology , Low Back Pain/physiopathology , Pain Threshold/physiology , Reflex/physiology , Acute Pain/diagnostic imaging , Adult , Aged , Chronic Pain/diagnostic imaging , Female , Humans , Low Back Pain/classification , Low Back Pain/diagnostic imaging , Magnetic Resonance Imaging , Male , Middle Aged , Pain Measurement , Physical Stimulation , Psychophysics , Retrospective Studies
8.
PLoS One ; 10(8): e0134127, 2015.
Article in English | MEDLINE | ID: mdl-26258532

ABSTRACT

The agreement between humans and algorithms on whether an event-related potential (ERP) is present or not and the level of variation in the estimated values of its relevant features are largely unknown. Thus, the aim of this study was to determine the categorical and quantitative agreement between manual and automated methods for single-trial detection and estimation of ERP features. To this end, ERPs were elicited in sixteen healthy volunteers using electrical stimulation at graded intensities below and above the nociceptive withdrawal reflex threshold. Presence/absence of an ERP peak (categorical outcome) and its amplitude and latency (quantitative outcome) in each single-trial were evaluated independently by two human observers and two automated algorithms taken from existing literature. Categorical agreement was assessed using percentage positive and negative agreement and Cohen's κ, whereas quantitative agreement was evaluated using Bland-Altman analysis and the coefficient of variation. Typical values for the categorical agreement between manual and automated methods were derived, as well as reference values for the average and maximum differences that can be expected if one method is used instead of the others. Results showed that the human observers presented the highest categorical and quantitative agreement, and there were significantly large differences between detection and estimation of quantitative features among methods. In conclusion, substantial care should be taken in the selection of the detection/estimation approach, since factors like stimulation intensity and expected number of trials with/without response can play a significant role in the outcome of a study.


Subject(s)
Algorithms , Automation , Evoked Potentials , Adult , Electric Stimulation , Electroencephalography , Healthy Volunteers , Humans , Male , Reference Values , Regression Analysis , Reproducibility of Results , Signal Processing, Computer-Assisted , Young Adult
9.
Reg Anesth Pain Med ; 40(6): 665-73, 2015.
Article in English | MEDLINE | ID: mdl-26222349

ABSTRACT

BACKGROUND AND OBJECTIVES: Reliability is an essential condition for using quantitative sensory tests (QSTs) in research and clinical practice, but information on reliability in patients with chronic pain is sparse. The aim of this study was to evaluate the reliability of different QST in patients with chronic low back pain. METHODS: Eighty-nine patients with chronic low back pain participated in 2 identical experimental sessions, separated by at least 7 days. The following parameters were recorded: pressure pain detection and tolerance thresholds at the toe, electrical pain thresholds to single and repeated stimulation, heat pain detection and tolerance thresholds at the arm and leg, cold pain detection threshold at the arm and leg, and conditioned pain modulation using the cold pressor test. Reliability was analyzed using the coefficient of variation, the coefficient of repeatability, and the intraclass correlation coefficient. It was judged as acceptable or not based primarily on the analysis of the coefficient of repeatability. RESULTS: The reliability of most tests was acceptable. Exceptions were cold pain detection thresholds at the leg and arm. CONCLUSIONS: Most QST measurements have acceptable reliability in patients with chronic low back pain.


Subject(s)
Low Back Pain/diagnosis , Pain Measurement/standards , Population Surveillance , Adult , Aged , Electric Stimulation/methods , Female , Humans , Low Back Pain/epidemiology , Male , Middle Aged , Pain Measurement/methods , Pain Threshold/physiology , Population Surveillance/methods , Reproducibility of Results , Sensation/physiology
10.
Clin J Pain ; 31(12): 1046-53, 2015 Dec.
Article in English | MEDLINE | ID: mdl-25789414

ABSTRACT

OBJECTIVES: Patients with an implanted spinal cord stimulation (SCS) system for pain management present an opportunity to study dynamic changes in the pain system in a situation where patients are not stimulated (ie, experiencing severe pain) compared with a situation in which patients have just been stimulated (ie, pain free or greatly reduced pain). The aims of this study were (1) to determine if there are differences in nociceptive withdrawal reflex thresholds (NWR-T) and electrical pain thresholds (EP-T) before and after SCS; and (2) to establish if these differences are related to psychological factors associated with chronic pain. METHODS: Seventeen volunteers with chronic neuropathic pain participated in the experiment. Electrical stimuli were applied to assess the NWR-T and the EP-T. In addition, psychological factors (ie, pain characteristics, depression, anxiety, and disability indexes) were also recorded. The NWR-T and EP-T were assessed with the SCS system off (at least 8 h before the experiment), and then reassessed 1 hour after the SCS system was turned on. RESULTS: Ongoing pain intensity ratings decreased (P=0.018), whereas the NWR-T increased (P=0.028) after the SCS was turned on, whereas no significant difference was found for EP-T (P=0.324). Psychological factors were significant predictors for EP-T but not for NWR-T. DISCUSSION: The results of this study suggest that pain relief after SCS is partially mediated by a decrease in the excitability of dorsal horn neurons in the spinal cord.


Subject(s)
Neuralgia/physiopathology , Neuralgia/therapy , Nociception/physiology , Pain Perception/physiology , Spinal Cord Stimulation/methods , Adolescent , Adult , Aged , Anthropometry , Chronic Pain/physiopathology , Chronic Pain/therapy , Depression/etiology , Disability Evaluation , Electric Stimulation , Electromyography , Female , Humans , Male , Middle Aged , Neuralgia/complications , Pain Measurement , Pain Threshold/physiology , Principal Component Analysis , Surveys and Questionnaires , Young Adult
11.
J Neurosci Methods ; 240: 1-12, 2015 Jan 30.
Article in English | MEDLINE | ID: mdl-25455345

ABSTRACT

BACKGROUND: To date, few studies have combined the simultaneous acquisition of nociceptive withdrawal reflexes (NWR) and somatosensory evoked potentials (SEPs). In fact, it is unknown whether the combination of these two signals acquired simultaneously could provide additional information on somatosensory processing at spinal and supraspinal level compared to individual NWR and SEP signals. NEW METHOD: By using the concept of mutual information (MI), it is possible to quantify the relation between electrical stimuli and simultaneous elicited electrophysiological responses in humans based on the estimated stimulus-response signal probability distributions. RESULTS: All selected features from NWR and SEPs were informative in regard to the stimulus when considered individually. Specifically, the information carried by NWR features was significantly higher than the information contained in the SEP features (p<0.05). Moreover, the joint information carried by the combination of features showed an overall redundancy compared to the sum of the individual contributions. Comparison with existing methods MI can be used to quantify the information that single-trial NWR and SEP features convey, as well as the information carried jointly by NWR and SEPs. This is a model-free approach that considers linear and non-linear correlations at any order and is not constrained by parametric assumptions. CONCLUSIONS: The current study introduces a novel approach that allows the quantification of the individual and joint information content of single-trial NWR and SEP features. This methodology could be used to decode and interpret spinal and supraspinal interaction in studies modulating the responsiveness of the nociceptive system.


Subject(s)
Evoked Potentials, Somatosensory/physiology , Information Theory , Nociceptive Pain/physiopathology , Reflex/physiology , Signal Processing, Computer-Assisted , Brain/physiopathology , Computer Simulation , Electric Stimulation/methods , Electroencephalography/methods , Electromyography/methods , Humans , Linear Models , Male , Models, Neurological , Monte Carlo Method , Muscle, Skeletal/physiopathology , Nociception/physiology , Nonlinear Dynamics , Spinal Cord/physiopathology , Young Adult
12.
PLoS One ; 9(6): e100241, 2014.
Article in English | MEDLINE | ID: mdl-24950186

ABSTRACT

The aim of this study was to determine the reliability of the conditioned pain modulation (CPM) paradigm assessed by an objective electrophysiological method, the nociceptive withdrawal reflex (NWR), and psychophysical measures, using hypothetical sample sizes for future studies as analytical goals. Thirty-four healthy volunteers participated in two identical experimental sessions, separated by 1 to 3 weeks. In each session, the cold pressor test (CPT) was used to induce CPM, and the NWR thresholds, electrical pain detection thresholds and pain intensity ratings after suprathreshold electrical stimulation were assessed before and during CPT. CPM was consistently detected by all methods, and the electrophysiological measures did not introduce additional variation to the assessment. In particular, 99% of the trials resulted in higher NWR thresholds during CPT, with an average increase of 3.4 mA (p<0.001). Similarly, 96% of the trials resulted in higher electrical pain detection thresholds during CPT, with an average increase of 2.2 mA (p<0.001). Pain intensity ratings after suprathreshold electrical stimulation were reduced during CPT in 84% of the trials, displaying an average decrease of 1.5 points in a numeric rating scale (p<0.001). Under these experimental conditions, CPM reliability was acceptable for all assessment methods in terms of sample sizes for potential experiments. The presented results are encouraging with regards to the use of the CPM as an assessment tool in experimental and clinical pain. Trial registration: Clinical Trials.gov NCT01636440.


Subject(s)
Conditioning, Psychological/physiology , Nociception , Pain/physiopathology , Pain/psychology , Reflex/physiology , Adolescent , Adult , Aged , Cold Temperature , Electric Stimulation , Electrophysiological Phenomena , Humans , Male , Middle Aged , Psychophysics , Reproducibility of Results , Young Adult
13.
BMC Neurosci ; 14: 110, 2013 Oct 03.
Article in English | MEDLINE | ID: mdl-24088299

ABSTRACT

BACKGROUND: The nociceptive withdrawal reflex (NWR) has been proven to be a valuable tool in the objective assessment of central hyperexcitability in the nociceptive system at spinal level that is present in some chronic pain disorders, particularly chronic low back and neck pain. However, most of the studies on objective assessment of central hyperexcitability focus on population differences between patients and healthy individuals and do not provide tools for individual assessment. In this study, a prediction model was developed to objectively assess central hyperexcitability in individuals. The method is based on statistical properties of the EMG signals associated with the nociceptive withdrawal reflex. The model also supports individualized assessment of patients, including an estimation of the confidence of the predicted result. RESULTS: up to 80% classification rates were achieved when differentiating between healthy volunteers and chronic low back and neck pain patients. EMG signals recorded after stimulation of the anterolateral and heel regions and of the sole of the foot presented the best prediction rates. CONCLUSIONS: A prediction model was proposed and successfully tested as a new approach for objective assessment of central hyperexcitability in the nociceptive system, based on statistical properties of EMG signals recorded after eliciting the NWR. Therefore, the present statistical prediction model constitutes a first step towards potential applications in clinical practice.


Subject(s)
Hyperalgesia/diagnosis , Low Back Pain/diagnosis , Models, Neurological , Neck Pain/diagnosis , Artificial Intelligence , Electric Stimulation , Electromyography , Female , Humans , Hyperalgesia/physiopathology , Low Back Pain/physiopathology , Male , Models, Statistical , Neck Pain/physiopathology , Reflex/physiology
14.
Pain ; 154(8): 1318-24, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23707309

ABSTRACT

Pain hypersensitivity has been consistently detected in chronic pain conditions, but the underlying mechanisms are difficult to investigate in humans and thus poorly understood. Patients with endometriosis pain display enlarged reflex receptive fields (RRF), providing a new perspective in the identification of possible mechanisms behind hypersensitivity states in humans. The primary hypothesis of this study was that RRF are enlarged in patients with musculoskeletal pain. Secondary study end points were subjective pain thresholds and nociceptive withdrawal reflex (NWR) thresholds after single and repeated (temporal summation) electrical stimulation. Forty chronic neck pain patients, 40 chronic low back pain patients, and 24 acute low back pain patients were tested. Electrical stimuli were applied to 10 sites on the sole of the foot to quantify the RRF, defined as the area of the foot from where a reflex was evoked. For the secondary end points, electrical stimuli were applied to the cutaneous innervation area of the sural nerve. All patient groups presented enlarged RRF areas compared to pain-free volunteers (P<.001). Moreover, they also displayed lower NWR and pain thresholds to single and repeated electrical stimulation (P<.001). These results demonstrate that musculoskeletal pain conditions are characterized by enlarged RRF, lowered NWR and pain thresholds, and facilitated temporal summation, most likely caused by widespread spinal hyperexcitability. This study contributes to a better understanding of the mechanisms underlying these pain conditions, and it supports the use of the RRF and NWR as objective biomarkers for pain hypersensitivity in clinical and experimental pain research.


Subject(s)
Low Back Pain/physiopathology , Musculoskeletal Pain/physiopathology , Neck Pain/physiopathology , Reflex/physiology , Adult , Electric Stimulation/adverse effects , Electromyography , Female , Humans , Linear Models , Low Back Pain/complications , Male , Middle Aged , Musculoskeletal Pain/complications , Pain Measurement , Pain Threshold/physiology , Psychophysics
15.
Scand J Clin Lab Invest ; 73(5): 380-6, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23590592

ABSTRACT

AIM: Mercury-in-silastic strain gauge pletysmography (SGP) is a well-established technique for blood flow and blood pressure measurements. The aim of this study was to examine (i) the possible influence of clinical clues, e.g. the presence of wounds and color changes during blood pressure measurements, and (ii) intra- and inter-observer variation of curve interpretation for segmental blood pressure measurements. METHODS: A total of 204 patients with known or suspected peripheral arterial disease (PAD) were included in a diagnostic accuracy trial. Toe and ankle pressures were measured in both limbs, and primary observers analyzed a total of 804 pressure curve sets. The SGP curves were later reanalyzed separately by two observers blinded to clinical clues. Intra- and inter-observer agreement was quantified using Cohen's kappa and reliability was quantified using intra-class correlation coefficients, coefficients of variance, and Bland-Altman analysis. RESULTS: There was an overall agreement regarding patient diagnostic classification (PAD/not PAD) in 202/204 (99.0%) for intra-observer (κ = 0.969, p < 0.001), and 201/204 (98.5%) for inter-observer readings (κ = 0.953, p < 0.001). Reliability analysis showed excellent correlation between blinded versus non-blinded and inter-observer readings for determination of absolute segmental pressures (all intraclass correlation coefficients ≥ 0.984). The coefficient of variance for determination of absolute segmental blood pressure ranged from 2.9-3.4% for blinded/non-blinded data and from 3.8-5.0% for inter-observer data. CONCLUSION: This study shows a low inter-observer variation among experienced laboratory technicians for reading strain gauge curves. The low variation between blinded/non-blinded readings indicates that SGP measurements are minimally biased by clinical clues.


Subject(s)
Peripheral Arterial Disease/diagnosis , Ankle Brachial Index , Blood Pressure , Humans , Observer Variation , Peripheral Arterial Disease/physiopathology , Plethysmography , Reproducibility of Results
16.
Eur J Appl Physiol ; 111(1): 83-92, 2011 Jan.
Article in English | MEDLINE | ID: mdl-20814801

ABSTRACT

Recent studies have shown that the nociceptive withdrawal reflex threshold (NWR-T) and the electrical pain threshold (EP-T) are reliable measures in pain-free populations. However, it is necessary to investigate the reliability of these measures in patients with chronic pain in order to translate these techniques from laboratory to clinic. The aims of this study were to determine the test-retest reliability of the NWR-T and EP-T after single and repeated (temporal summation) electrical stimulation in a group of patients with chronic low back pain, and to investigate the association between the NWR-T and the EP-T. To this end, 25 patients with chronic pain participated in three identical sessions, separated by 1 week in average, in which the NWR-T and the EP-T to single and repeated stimulation were measured. Test-retest reliability was assessed using intra-class correlation coefficient (ICC), coefficient of variation (CV), and Bland-Altman analysis. The association between the thresholds was assessed using the coefficient of determination (r (2)). The results showed good-to-excellent reliability for both NWR-T and EP-T in all cases, with average ICC values ranging 0.76-0.90 and average CV values ranging 12.0-17.7%. The association between thresholds was better after repeated stimulation than after single stimulation, with average r (2) values of 0.83 and 0.56, respectively. In conclusion, the NWR-T and the EP-T are reliable assessment tools for assessing the sensitivity of spinal nociceptive pathways in patients with chronic pain.


Subject(s)
Electric Stimulation , Low Back Pain/physiopathology , Pain Threshold/physiology , Reflex/physiology , Adolescent , Adult , Aged , Aged, 80 and over , Chronic Disease , Humans , Middle Aged , Pain Measurement
17.
Article in English | MEDLINE | ID: mdl-21096727

ABSTRACT

A system for data acquisition and analysis of nociceptive withdrawal reflex (NWR) and reflex receptive field (RRF) is introduced. The system is constituted by hardware and software components. The hardware consists of devices commonly used for electrical stimulation and electromyographic and kinematic data recording. The software comprises two different programs: Wirex, a stand-alone program developed in LabView for data acquisition, and Reflex Lab, a Matlab-based toolbox for data analysis. These programs were developed to maximize the potential of the hardware, turning it into a complete stimulation system capable of automatic quantification of NWR and RRF. In this article, a brief review of NWR and RRF analysis is presented, the system features are described in detail and its present and future applications are discussed.


Subject(s)
Foot/physiology , Nociceptors/physiology , Reflex/physiology , Electric Stimulation , Humans , Pain Measurement , Pain Threshold/physiology
18.
J Neurophysiol ; 103(4): 2107-13, 2010 Apr.
Article in English | MEDLINE | ID: mdl-20164395

ABSTRACT

Long-term potentiation (LTP) is a cellular model of synaptic plasticity and reflects an increase of synaptic strength. LTP is also present in the nociceptive system and is believed to be one of the key mechanisms involved in the manifestations of chronic pain. LTP manifested as an increased response in pain perception can be induced in humans using high-frequency electrical stimulation (HFS). The aim of this study was to induce spinal heterosynaptic LTP using HFS and investigate its heterotopic effects on event-related potentials (ERPs) to repeated nonpainful cutaneous stimuli as a possible electrophysiological cortical correlate of sensitization. Twenty-two healthy subjects were randomly assigned to one of the two experimental conditions: HFS and control stimulation. Before and after the stimulation, both conditions received heterotopic mechanical (pinprick) and paired nonpainful electrical test stimuli to quantify and confirm the effects of HFS on the behavioral level. ERPs to paired nonpainful electrical stimulation were measured simultaneously. Conditioning HFS resulted in significant heterotopic effects after 30 min, including increased perceived intensity in response to (pinprick) mechanical and paired nonpainful electrical stimulation compared with control. The paired nonpainful electrical stimuli were accompanied by significantly enhanced responses regarding the ERP N1-P2 peak-to-peak and P300 amplitude compared with control. These findings suggest that HFS is capable of producing heterosynaptic spinal LTP that can be measured not only behaviorally but also using ERPs.


Subject(s)
Long-Term Potentiation/physiology , Nociceptors/physiology , Synapses/physiology , Adult , Electric Stimulation , Evoked Potentials/physiology , Humans , Male , Middle Aged , Neuronal Plasticity/physiology , Pain/physiopathology , Somatosensory Cortex/physiology
19.
Eur J Pain ; 14(8): 822-31, 2010 Sep.
Article in English | MEDLINE | ID: mdl-20110183

ABSTRACT

Central sensitization is believed to be one of the key mechanisms behind chronic pain conditions, and several models have been developed in order to characterize this phenomenon in humans. One of these models relies on conditioning electrical stimulation to elicit long-lasting effects on the nociceptive system. The aim of this study was to evaluate these effects using an objective electrophysiological measurement, the nociceptive withdrawal reflex (NWR). Long-term changes in spinal nociception after high- and low-frequency conditioning electrical stimulation were assessed in 13 healthy volunteers. Perceptual intensity ratings to mechanical stimuli and blood flow variations were assessed in the conditioned area (dorsum of the foot) and surroundings. To evaluate the excitability of the nociceptive system, the NWR was elicited within the same innervation area (superficial peroneal nerve) at graded stimulation intensities and recorded in the hamstrings. Following low-frequency stimulation, an intensity-independent long-lasting facilitation of the NWR was observed, with a significant increase in the reflex size (average of 31+/-4%, p<0.001) and in the number of reflexes (average increase of 22+/-10%, p<0.01), accompanied by a significant increase in the blood flow (average increase of 40+/-10%, p<0.001). These findings suggest that activity-dependent central sensitization can be elicited using conditioning electrical stimulation with a stimulation frequency that lies within the physiological firing range of primary afferents, and that it can be objectively assessed in humans using the NWR.


Subject(s)
Conditioning, Psychological/physiology , Long-Term Potentiation/physiology , Pain Perception/physiology , Reflex/physiology , Adult , Analysis of Variance , Electric Stimulation , Electromyography , Electrophysiology , Female , Humans , Male , Middle Aged , Muscle, Skeletal/physiopathology , Neurons, Afferent/physiology , Pain/physiopathology , Pain Measurement
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