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Qin ML, Dai X, Yang C, Su WY. Development and Validation of a Nomogram for Evaluating the Incident Risk of Pain Catastrophizing Among Patients Who Have Severe Knee Osteoarthritis Awaiting Primary Total Knee Arthroplasty. J Arthroplasty 2025; 40:602-610. [PMID: 39284395 DOI: 10.1016/j.arth.2024.09.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 09/03/2024] [Accepted: 09/10/2024] [Indexed: 10/14/2024] Open
Abstract
BACKGROUND It is clinically important to anticipate the likelihood of pain catastrophizing in patients who undergo total knee arthroplasty (TKA). Persistent pain and diminished physical function following TKA are independently associated with preoperative pain catastrophizing. The purpose of this study was to develop and validate a nomogram model to predict pain catastrophizing in patients who have severe osteoarthritis undergoing primary TKA. METHODS Data were collected from patients who have severe osteoarthritis undergoing primary TKA at four tertiary general hospitals in Changsha, China, from September to December 2023. The study cohort was randomly divided into a training group and a validation group in the proportion of 70 to 30%. Least absolute shrinkage and selection operator regression analysis was utilized to select the optimal predictive variables for the model. A nomogram model was created using independent risk factors that were identified through multivariate regression analysis. Their performance was assessed using the concordance index and calibration curves, and their clinical utility was analyzed using decision curve analysis. RESULTS A total of 416 patients were included, 291 in the training group and 125 in the validation group. There were 115 (27.6%) who had pain catastrophizing. The predictors contained in the nomogram were pain intensity during activity, anxiety and depression, body mass index, social support, and household. The area under the curve of the nomogram was 0.976 (95% confidence interval = 0.96 to 0.99) for the training group and 0.917 (95% confidence interval = 0.88 to 0.96) for the validation group. The calibration curves confirmed the nomogram's accuracy, and decision curve analysis showed its strong predictive performance. CONCLUSIONS The comprehensive nomogram generated in this study was a valid and easy-to-use tool for assessing the risk of pain catastrophizing in preoperative TKA patients, and helped healthcare professionals to screen the high-risk population.
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Affiliation(s)
- Mei-Lan Qin
- Logistics Department, Hunan Provincial People's Hospital (The First Affiliated Hospital of Hunan Normal University), Changsha, Hunan, China
| | - Xuan Dai
- Nursing Department, The First Affiliated Hospital of Hunan Normal University (Hunan Provincial People's Hospital), Changsha, Hunan, China
| | - Chao Yang
- Joint Surgery and Sport Medicine Department, Hunan Provincial People's Hospital (The First Affiliated Hospital of Hunan Normal University), Changsha, Hunan, China
| | - Wan-Ying Su
- Joint Surgery and Sport Medicine Department, Hunan Provincial People's Hospital (The First Affiliated Hospital of Hunan Normal University), Changsha, Hunan, China
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O'Dowd A, O'Connor DMA, Hirst RJ, Setti A, Kenny RA, Newell FN. Nutrition is associated with differences in multisensory integration in healthy older adults. Nutr Neurosci 2024; 27:1226-1236. [PMID: 38386286 DOI: 10.1080/1028415x.2024.2316446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/23/2024]
Abstract
Diet can influence cognitive functioning in older adults and is a modifiable risk factor for cognitive decline. However, it is unknown if an association exists between diet and lower-level processes in the brain underpinning cognition, such as multisensory integration. We investigated whether temporal multisensory integration is associated with daily intake of fruit and vegetables (FV) or products high in fat/sugar/salt (FSS) in a large sample (N = 2,693) of older adults (mean age = 64.06 years, SD = 7.60; 56% female) from The Irish Longitudinal Study on Ageing (TILDA). Older adults completed a Food Frequency Questionnaire from which the total number of daily servings of FV and FSS items respectively was calculated. Older adults' susceptibility to the Sound Induced Flash Illusion (SIFI) measured the temporal precision of audio-visual integration, which included three audio-visual Stimulus Onset Asynchronies (SOAs): 70, 150 and 230 ms. Older adults who self-reported a higher daily consumption of FV were less susceptible to the SIFI at the longest versus shortest SOAs (i.e. increased temporal precision) compared to those reporting the lowest daily consumption (p = .013). In contrast, older adults reporting a higher daily consumption of FSS items were more susceptible to the SIFI at the longer versus shortest SOAs (i.e. reduced temporal precision) compared to those reporting the lowest daily consumption (p < .001). The temporal precision of multisensory integration is differentially associated with levels of daily consumption of FV versus products high in FSS, consistent with broader evidence that habitual diet is associated with brain health.
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Affiliation(s)
- Alan O'Dowd
- School of Psychology and Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland
- The Irish Longitudinal Study on Ageing, Trinity College Dublin, Dublin, Ireland
| | - Deirdre M A O'Connor
- The Irish Longitudinal Study on Ageing, Trinity College Dublin, Dublin, Ireland
- Mercer Institute for Successful Ageing, St. James Hospital, Dublin, Ireland
- Department of Medical Gerontology, School of Medicine, Trinity College Dublin, Dublin, Ireland
| | - Rebecca J Hirst
- School of Psychology and Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland
- The Irish Longitudinal Study on Ageing, Trinity College Dublin, Dublin, Ireland
| | - Annalisa Setti
- The Irish Longitudinal Study on Ageing, Trinity College Dublin, Dublin, Ireland
- School of Applied Psychology, University College Cork, Cork, Ireland
| | - Rose Anne Kenny
- The Irish Longitudinal Study on Ageing, Trinity College Dublin, Dublin, Ireland
- Mercer Institute for Successful Ageing, St. James Hospital, Dublin, Ireland
- Department of Medical Gerontology, School of Medicine, Trinity College Dublin, Dublin, Ireland
| | - Fiona N Newell
- School of Psychology and Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland
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Giurgola S, Casati C, Stampatori C, Perucca L, Mattioli F, Vallar G, Bolognini N. Abnormal multisensory integration in relapsing–remitting multiple sclerosis. Exp Brain Res 2022; 240:953-968. [PMID: 35094114 PMCID: PMC8918188 DOI: 10.1007/s00221-022-06310-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Accepted: 01/15/2022] [Indexed: 12/22/2022]
Abstract
Temporal Binding Window (TBW) represents a reliable index of efficient multisensory integration process, which allows individuals to infer which sensory inputs from different modalities pertain to the same event. TBW alterations have been reported in some neurological and neuropsychiatric disorders and seem to negatively affects cognition and behavior. So far, it is still unknown whether deficits of multisensory integration, as indexed by an abnormal TBW, are present even in Multiple Sclerosis. We addressed this issue by testing 25 participants affected by relapsing–remitting Multiple Sclerosis (RRMS) and 30 age-matched healthy controls. Participants completed a simultaneity judgment task (SJ2) to assess the audio-visual TBW; two unimodal SJ2 versions were used as control tasks. Individuals with RRMS showed an enlarged audio-visual TBW (width range = from − 166 ms to + 198 ms), as compared to healthy controls (width range = − 177/ + 66 ms), thus showing an increased tendency to integrate temporally asynchronous visual and auditory stimuli. Instead, simultaneity perception of unimodal (visual or auditory) events overall did not differ from that of controls. These results provide first evidence of a selective deficit of multisensory integration in individuals affected by RRMS, besides the well-known motor and cognitive impairments. The reduced multisensory temporal acuity is likely caused by a disruption of the neural interplay between different sensory systems caused by multiple sclerosis.
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Affiliation(s)
- Serena Giurgola
- Department of Psychology and NeuroMI, University of Milano-Bicocca, Piazza dell’Ateneo Nuovo 1, 20126 Milan, Italy
| | - Carlotta Casati
- Neuropsychology Laboratory, IRCCS Istituto Auxologico Italiano, Milan, Italy
- Neurorehabilitation Sciences, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | | | - Laura Perucca
- Neurorehabilitation Sciences, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Flavia Mattioli
- Neuropsychology Unit, Spedali Civili of Brescia, Brescia, Italy
| | - Giuseppe Vallar
- Department of Psychology and NeuroMI, University of Milano-Bicocca, Piazza dell’Ateneo Nuovo 1, 20126 Milan, Italy
- Neuropsychology Laboratory, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Nadia Bolognini
- Department of Psychology and NeuroMI, University of Milano-Bicocca, Piazza dell’Ateneo Nuovo 1, 20126 Milan, Italy
- Neuropsychology Laboratory, IRCCS Istituto Auxologico Italiano, Milan, Italy
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Scarpina F, Fossataro C, Sebastiano AR, Bruni F, Scacchi M, Mauro A, Garbarini F. Behavioural evidence of altered sensory attenuation in obesity. Q J Exp Psychol (Hove) 2021; 75:2064-2072. [PMID: 34825612 DOI: 10.1177/17470218211065766] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Body ownership (i.e., the conscious belief of owning a body) and sense of agency (i.e., being the agent of one's own movements) are part of a pre-reflective experience of bodily self, which grounds on low-level complex sensory-motor processes. Although previous literature had already investigated body ownership in obesity, sense of agency was never explored. Here, we exploited the sensory attenuation effect (i.e., an implicit marker of the sense of agency; SA effect) to investigate whether the sense of agency was altered in a sample of 18 individuals affected by obesity as compared with 18 healthy-weight individuals. In our experiment, participants were asked to rate the perceived intensity of self-generated and other-generated tactile stimuli. Healthy-weight individuals showed a significantly greater SA effect than participants affected by obesity. Indeed, while healthy-weight participants perceived self-generated stimuli as significantly less intense as compared to externally generated ones, this difference between stimuli was not reported by affected participants. Our results relative to the SA effect pinpointed an altered sense of agency in obesity. We discussed this finding within the motor control framework with reference to obesity. We encouraged future research to further explore such effect and its role in shaping the clinical features of obesity.
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Affiliation(s)
- Federica Scarpina
- Istituto Auxologico Italiano, IRCCS, Ospedale San Giuseppe, U.O. di Neurologia e Neuroriabilitazione, Piancavallo (VCO), Italy.,"Rita Levi Montalcini" Department of Neurosciences, University of Turin, Turin, Italy
| | - Carlotta Fossataro
- MANIBUS Lab, Department of Psychology, University of Turin, Turin, Italy
| | | | - Francesca Bruni
- Istituto Auxologico Italiano, IRCCS, Ospedale San Giuseppe, U.O. di Neurologia e Neuroriabilitazione, Piancavallo (VCO), Italy
| | - Massimo Scacchi
- Istituto Auxologico Italiano, IRCCS, Ospedale San Giuseppe, U.O. di Medicina Generale, Piancavallo (VCO), Italy.,Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
| | - Alessandro Mauro
- Istituto Auxologico Italiano, IRCCS, Ospedale San Giuseppe, U.O. di Neurologia e Neuroriabilitazione, Piancavallo (VCO), Italy.,"Rita Levi Montalcini" Department of Neurosciences, University of Turin, Turin, Italy
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Varallo G, Giusti EM, Scarpina F, Cattivelli R, Capodaglio P, Castelnuovo G. The Association of Kinesiophobia and Pain Catastrophizing with Pain-Related Disability and Pain Intensity in Obesity and Chronic Lower-Back Pain. Brain Sci 2020; 11:brainsci11010011. [PMID: 33374178 PMCID: PMC7823580 DOI: 10.3390/brainsci11010011] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 12/17/2020] [Accepted: 12/22/2020] [Indexed: 12/21/2022] Open
Abstract
Individuals affected by chronic lower-back pain and obesity have an increased risk of long-lasting disability. In this study, we aimed to explore the contribution of kinesiophobia and pain catastrophizing in explaining pain intensity and pain-related disability in chronic lower-back pain associated to obesity. A cross-sectional study on 106 participants with obesity and chronic lower-back pain was performed. We assessed pain intensity, pain disability, pain catastrophizing, and kinesiophobia levels through self-reporting questionnaire. Hierarchical regressions were performed to assess the role of pain catastrophizing and kinesiophobia on pain intensity and pain disability. According to the results, kinesiophobia, but not pain catastrophing, significantly explained both pain intensity and pain-related disability. Kinesiophobia might play a significant role in enhancing pain-related disability and the pain intensity in individuals with chronic lower-back pain and obesity. We encourage future studies in which beliefs and cognition towards pain might be a therapeutic target in interdisciplinary pain management interventions.
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Affiliation(s)
- Giorgia Varallo
- Department of Psychology, Catholic University of Milan, 20123 Milan, Italy; (E.M.G.); (R.C.); (G.C.)
- Istituto Auxologico Italiano, IRCCS, Laboratorio di Psicologia, Ospedale S. Giuseppe, 28824 Piancavallo (Verbania), Italy
- Correspondence: ; Tel.: +39-338-94-84-148
| | - Emanuele Maria Giusti
- Department of Psychology, Catholic University of Milan, 20123 Milan, Italy; (E.M.G.); (R.C.); (G.C.)
- Istituto Auxologico Italiano, IRCCS, Laboratorio di Psicologia, Ospedale S. Giuseppe, 28824 Piancavallo (Verbania), Italy
| | - Federica Scarpina
- “Rita Levi Montalcini” Department of Neurosciences, University of Turin, 10124 Turin, Italy;
- Istituto Auxologico Italiano, IRCCS, U.O. di Neurologia e Neuroriabilitazione, Ospedale S. Giuseppe, 28824 Piancavallo (Verbania), Italy
| | - Roberto Cattivelli
- Department of Psychology, Catholic University of Milan, 20123 Milan, Italy; (E.M.G.); (R.C.); (G.C.)
- Istituto Auxologico Italiano, IRCCS, Laboratorio di Psicologia, Ospedale S. Giuseppe, 28824 Piancavallo (Verbania), Italy
| | - Paolo Capodaglio
- Istituto Auxologico Italiano, U.O. di U.O. Riabilitazione Osteoarticolare, Ospedale S. Giuseppe, 28824 Piancavallo (Verbania), Italy;
- Department of Surgical Sciences, Physical and Rehabilitation Medicine, University of Turin, 10121 Turin, Italy
| | - Gianluca Castelnuovo
- Department of Psychology, Catholic University of Milan, 20123 Milan, Italy; (E.M.G.); (R.C.); (G.C.)
- Istituto Auxologico Italiano, IRCCS, Laboratorio di Psicologia, Ospedale S. Giuseppe, 28824 Piancavallo (Verbania), Italy
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