1
|
Leung W, Vo K, Clough M, Frias R. The use of wearable devices on physical activity levels among individuals living with diabetes: 2017 BRFSS. Prim Care Diabetes 2024; 18:466-469. [PMID: 38825422 DOI: 10.1016/j.pcd.2024.05.004] [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: 11/09/2023] [Revised: 03/08/2024] [Accepted: 05/27/2024] [Indexed: 06/04/2024]
Abstract
AIM This study aims to examine the association between wearing wearable devices and physical activity levels among people living with diabetes. METHODS 1298 wearable device users and nonusers living with diabetes from eight states of the 2017 Behavioral Risk Factors Surveillance System were included in the analysis. Unadjusted and adjusted linear regression was performed to determine the association between self-reported physical activity per week (min) and wearable device usage (users and nonusers) among people living with diabetes using survey analysis. RESULTS 84.97 % (95 % CI [80.39, 88.89]) of participants were nonusers of wearable devices, while 15.03 % (95 % CI [11.11, 19.61]) were users. Across the sample, the average weekly physical activity was 427.39 mins (95 % Cl [356.43, 498.35]). Nonusers had a higher physical activity per week with 433.83 mins (95 % CI [353.59, 514.07]), while users only had 392.59 mins (95 % CI [253.48, 531.69]) of physical activity per week. However, the differences between the two groups were non-statistically significant (p=.61). In both adjusted and unadjusted linear regressions between physical activity per week and wearable device usage, statistically significant associations were not found (unadjusted: β=-41.24, p=.62; adjusted: β=-56.41, p=.59). CONCLUSION Further research is needed to determine the effectiveness of wearable devices in promoting physical activity among people with diabetes. Additionally, there is a need to determine how people with diabetes use wearable devices that could promote physical activity levels.
Collapse
Affiliation(s)
- Willie Leung
- Department of Health Sciences and Human Performance Department, College of Natural and Health Sciences, The University of Tampa, Tamp, FL, USA.
| | - Kim Vo
- Department of Health Sciences and Human Performance Department, College of Natural and Health Sciences, The University of Tampa, Tamp, FL, USA
| | - McKenzie Clough
- Department of Health Sciences and Human Performance Department, College of Natural and Health Sciences, The University of Tampa, Tamp, FL, USA
| | - Rachel Frias
- Department of Health Sciences and Human Performance Department, College of Natural and Health Sciences, The University of Tampa, Tamp, FL, USA
| |
Collapse
|
2
|
Bonato M, Marmondi F, Mastropaolo C, Inzaghi C, Cerizza C, Galli L, Banfi G, Cinque P. A Digital Platform for Home-Based Exercise Prescription for Older People with Sarcopenia. SENSORS (BASEL, SWITZERLAND) 2024; 24:4788. [PMID: 39123834 PMCID: PMC11314642 DOI: 10.3390/s24154788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Revised: 07/12/2024] [Accepted: 07/22/2024] [Indexed: 08/12/2024]
Abstract
Digital therapeutics refers to smartphone applications, software, and wearable devices that provide digital solutions to improve healthcare delivery. We developed a digital platform to support the GYM (Grow Your Muscle) study, an ongoing 48-week randomized, controlled trial on reduction of sarcopenia through a home-based, app-monitored physical exercise intervention. The GYM platform consists of a smartphone application including the exercise program and video tutorials of body-weight exercises, a wearable device to monitor heart rate during training, and a website for downloading training data to remotely monitor the exercise. The aim of this paper is to describe the platform in detail and to discuss the technical issues emerging during the study and those related to usability of the smartphone application through a retrospective survey. The main technical issue concerned the API level 33 upgrade, which did not enable participants using the Android operating systems to use the wearable device. The survey revealed some problems with viewing the video tutorials and with internet or smartphone connection. On the other hand, the smartphone application was reported to be easy to use and helpful to guide home exercising. Despite the issues encountered during the study, this digital-supported physical exercise intervention could provide useful to improve muscle measures of sarcopenia.
Collapse
Affiliation(s)
- Matteo Bonato
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, Via Giuseppe Colombo 71, 20133 Milan, Italy
- Laboratory of Movement and Sport Sciences (LaMSS), IRCCS Istituto Ortopedico Galeazzi, Via Cristina da Belgioioso 173, 20157 Milan, Italy; (C.I.); (G.B.)
| | - Federica Marmondi
- Unit of Infectious Diseases, IRCCS San Raffaele Scientific Institute, Via Stamira d’Ancona 20, 20127 Milan, Italy; (F.M.); (C.C.); (L.G.); (P.C.)
| | | | - Cecilia Inzaghi
- Laboratory of Movement and Sport Sciences (LaMSS), IRCCS Istituto Ortopedico Galeazzi, Via Cristina da Belgioioso 173, 20157 Milan, Italy; (C.I.); (G.B.)
| | - Camilla Cerizza
- Unit of Infectious Diseases, IRCCS San Raffaele Scientific Institute, Via Stamira d’Ancona 20, 20127 Milan, Italy; (F.M.); (C.C.); (L.G.); (P.C.)
| | - Laura Galli
- Unit of Infectious Diseases, IRCCS San Raffaele Scientific Institute, Via Stamira d’Ancona 20, 20127 Milan, Italy; (F.M.); (C.C.); (L.G.); (P.C.)
| | - Giuseppe Banfi
- Laboratory of Movement and Sport Sciences (LaMSS), IRCCS Istituto Ortopedico Galeazzi, Via Cristina da Belgioioso 173, 20157 Milan, Italy; (C.I.); (G.B.)
| | - Paola Cinque
- Unit of Infectious Diseases, IRCCS San Raffaele Scientific Institute, Via Stamira d’Ancona 20, 20127 Milan, Italy; (F.M.); (C.C.); (L.G.); (P.C.)
| |
Collapse
|
3
|
Bonato M, Marmondi F, Turrini F, Albergoni A, Pennacchi M, Cerizza C, Piacentini MF, Castagna A, Galli L, Sartor F, Cinque P. Failure of Digital Device Performance in Monitoring Physical Exercise in a Pilot Study in Sedentary Persons with HIV. SENSORS (BASEL, SWITZERLAND) 2023; 23:9461. [PMID: 38067833 PMCID: PMC10708716 DOI: 10.3390/s23239461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 10/27/2023] [Accepted: 11/22/2023] [Indexed: 12/18/2023]
Abstract
Digital devices have gained popularity in the last 10 years as a tool for exercise prescription, the monitoring of daily physical activity, and nutrition for the management of a health-related parameter. Therefore, the aim of this study was to assess the effectiveness of the use of digital devices to monitor exercise data in sedentary persons with HIV who exercise following an individualized activity pacing (AP) protocol on cardiorespiratory fitness body composition, blood lipid profile, and psychological parameters. Twenty-four PLWH were enrolled in an 18-week randomized, open-label, pilot AP exercise protocol. All participants were monitored by a Health Band connected to a mobile app that transmitted the data to a server. At week 3, they were randomized either in an experimental group (EG), in which an open device configuration enabled them to receive training data feedback (n = 12), or continued with no data feedback (control group, n = 12). The primary endpoint was improvement from the baseline of 15% of steady-state oxygen consumption (V˙O2) during a 6-min walking test. Technical issues occurred when pairing the health band with the app, which prevented EG participants from regularly receiving data feedback, and with data transmission to the server, which enabled only 40% monitoring of the total training days. Consequently, the study outcomes could not be compared between the two groups, and participants also lost confidence in the study. However, 19 out of 24 participants completed the AP program. Overall, only 6 (32%) improved steady-state V˙O2, with no significant changes at W18 from the baseline. Significant reductions were observed of BMI (p = 0.040), hip circumference (p = 0.027), and total-(p = 0.049) and HDL-cholesterol (p = 0.045). The failure of digital device performance substantially affected study procedures, monitoring, and participants' engagement, and likely limited the potential benefits of the AP exercise program.
Collapse
Affiliation(s)
- Matteo Bonato
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, 20133 Milan, Italy
- IRCCS Istituto Ortopedico Galeazzi, Laboratory of Movement and Sport Sciences (LaMSS), 20157 Milan, Italy
| | - Federica Marmondi
- Department of Infectious Diseases, IRCCS San Raffaele Scientific Institute, 20127 Milan, Italy
| | - Filippo Turrini
- Department of Infectious Diseases, IRCCS San Raffaele Scientific Institute, 20127 Milan, Italy
| | - Andrea Albergoni
- Department of Neuroscience Rehabilitation, Ophtalmology, Genetics and Maternal Child Health, Università degli Studi di Genova, 16148 Genua, Italy
| | - Maddalena Pennacchi
- Department of Infectious Diseases, IRCCS San Raffaele Scientific Institute, 20127 Milan, Italy
| | - Camilla Cerizza
- Department of Infectious Diseases, IRCCS San Raffaele Scientific Institute, 20127 Milan, Italy
| | | | - Antonella Castagna
- Department of Infectious Diseases, IRCCS San Raffaele Scientific Institute, 20127 Milan, Italy
| | - Laura Galli
- Department of Infectious Diseases, IRCCS San Raffaele Scientific Institute, 20127 Milan, Italy
| | - Francesco Sartor
- Department of Patient Care & Monitoring, Philips Research, 5656 AE Eindhoven, The Netherlands
- School of Sport, Healthand Exercise Sciences, University of Wales, Bangor L57 2EF, UK
| | - Paola Cinque
- Department of Infectious Diseases, IRCCS San Raffaele Scientific Institute, 20127 Milan, Italy
| |
Collapse
|
4
|
Simard L, Bouchard J, Lavallière M, Chevrette T. Promoting physical activity and academic achievement through physically active learning: Qualitative perspectives of co-design and implementation processes. PLoS One 2023; 18:e0294422. [PMID: 37992080 PMCID: PMC10664963 DOI: 10.1371/journal.pone.0294422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 11/01/2023] [Indexed: 11/24/2023] Open
Abstract
This article discussed the issue of low PA levels among school-aged children and highlights the promising approach of school-based interventions, including physically active learning (PAL), to increase PA levels. The study aimed to co-design and to assess the implementation of a PAL program for 8 weeks in 4 elementary classrooms (82 students and 7 teachers), emphasizing the potential of integrating PA with academic learning and the importance of co-designing programs with teachers to maximize their effectiveness. Technology was found to support PAL practices in promoting PA and academic achievement. The study underscores the need for further research to explore the societal implications of PAL programs, including their potential to improve the health and well-being of children while promoting positive academic outcomes.
Collapse
Affiliation(s)
- Laurie Simard
- Centre Intersectoriel en Santé Durable, Université du Québec à Chicoutimi, Saguenay, Canada
- Laboratoire BioNR, Université du Québec à Chicoutimi, Saguenay, Canada
- Observatoire du Développement Moteur et Psychomoteurs des 0–18 ans, Université du Québec à Chicoutimi, Saguenay, Canada
| | - Julie Bouchard
- Centre Intersectoriel en Santé Durable, Université du Québec à Chicoutimi, Saguenay, Canada
- Laboratoire BioNR, Université du Québec à Chicoutimi, Saguenay, Canada
| | - Martin Lavallière
- Centre Intersectoriel en Santé Durable, Université du Québec à Chicoutimi, Saguenay, Canada
- Laboratoire BioNR, Université du Québec à Chicoutimi, Saguenay, Canada
| | - Tommy Chevrette
- Centre Intersectoriel en Santé Durable, Université du Québec à Chicoutimi, Saguenay, Canada
- Observatoire du Développement Moteur et Psychomoteurs des 0–18 ans, Université du Québec à Chicoutimi, Saguenay, Canada
| |
Collapse
|
5
|
Natalucci V, Ferri Marini C, Lucertini F, Annibalini G, Sisti D, Vallorani L, Saltarelli R, Panico AR, Imperio M, Flori M, Busacca P, Villarini A, Donati Zeppa S, Agostini D, Monaldi S, Barocci S, Catalano V, Rocchi MBL, Benelli P, Stocchi V, Barbieri E, Emili R. Effect of a lifestyle intervention program's on breast cancer survivors' cardiometabolic health: Two-year follow-up. Heliyon 2023; 9:e21761. [PMID: 38027927 PMCID: PMC10651516 DOI: 10.1016/j.heliyon.2023.e21761] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 10/26/2023] [Accepted: 10/27/2023] [Indexed: 12/01/2023] Open
Abstract
The purpose of this study is to assess the cardiometabolic responses of a lifestyle intervention (LI) conducted at home among breast cancer (BC) survivors during the two years of COVID-19 pandemic. A 3-month LI focused on diet and exercise was performed on thirty BC survivors (women; stages 0-II; non-metastatic; aged 53.6 ± 7.6 years; non-physically active) with a risk factor related to metabolic/endocrine diseases. Anthropometrics, cardiorespiratory fitness (V ˙ O2max), physical activity level (PAL), adherence to the Mediterranean diet (MeDiet modified questionnaire), and several biomarkers (i.e., glycemia, insulin, insulin resistance [HOMA-IR] index, triglycerides, high- [HDL] and low- [LDL] density lipoproteins, total cholesterol, progesterone, testosterone, and hs-troponin) were evaluated before and 3-, 6-, 12-, and 24-month after the LI. Beneficial effects of the LI were observed on several variables (i.e., body mass index, waist circumference, MeDiet, PAL, V ˙ O2max, glycemia, insulin, HOMA-IR index, LDL, total cholesterol, triglycerides, testosterone) after 3-month. The significant effect on Mediterranean diet adherence and V ˙ O2max persisted up to the 24-month follow-up. Decreases in HOMA-IR index and triglycerides were observed up to 12-month, however did not persist afterward. This study provides evidence on the positive association between LI and cardiometabolic health in BC survivors.
Collapse
Affiliation(s)
- Valentina Natalucci
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, 61029 Urbino, Italy
| | - Carlo Ferri Marini
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, 61029 Urbino, Italy
| | - Francesco Lucertini
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, 61029 Urbino, Italy
| | - Giosuè Annibalini
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, 61029 Urbino, Italy
| | - Davide Sisti
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, 61029 Urbino, Italy
| | - Luciana Vallorani
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, 61029 Urbino, Italy
| | - Roberta Saltarelli
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, 61029 Urbino, Italy
| | - Andrea Rocco Panico
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, 61029 Urbino, Italy
| | - Marta Imperio
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, 61029 Urbino, Italy
| | - Marco Flori
- U.O.C. Cardiologia/UTIC, AST, Ospedale Santa Maria della Misericordia, 61029, Urbino, Italy
| | - Paolo Busacca
- U.O.C. Cardiologia/UTIC, AST, Ospedale Santa Maria della Misericordia, 61029, Urbino, Italy
| | - Anna Villarini
- Department of Medicine and Surgery, University of Perugia, Piazzale Settimio Gambuli, 06132, Perugia, Italy
| | - Sabrina Donati Zeppa
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, 61029 Urbino, Italy
| | - Deborah Agostini
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, 61029 Urbino, Italy
| | - Silvia Monaldi
- U.O.C. Oncologia Medica, AST, Ospedale Santa Maria della Misericordia, 61029, Urbino, Italy
| | - Simone Barocci
- U.O.C. Patologia Clinica, AST, Ospedale Santa Maria della Misericordia, 61029, Urbino, Italy
| | - Vincenzo Catalano
- U.O.C. Oncologia Medica, AST, Ospedale Santa Maria della Misericordia, 61029, Urbino, Italy
| | | | - Piero Benelli
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, 61029 Urbino, Italy
| | - Vilberto Stocchi
- Department of Human Sciences for the Promotion of Quality of Life, University San Raffaele, 20132, Roma, Italy
| | - Elena Barbieri
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, 61029 Urbino, Italy
| | - Rita Emili
- U.O.C. Oncologia Medica, AST, Ospedale Santa Maria della Misericordia, 61029, Urbino, Italy
| |
Collapse
|
6
|
Pippi R, Vandoni M, Fanelli CG. Physical Activity and Nutrition Survey and Evaluation for Public Health. Nutrients 2023; 15:4139. [PMID: 37836423 PMCID: PMC10574161 DOI: 10.3390/nu15194139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 09/18/2023] [Indexed: 10/15/2023] Open
Abstract
Regular physical activity (PA) and healthy nutrition are effective strategies to improve crucial modifiable lifestyle factors that affect health status, both in healthy people and in special populations suffering from metabolic disorders [...].
Collapse
Affiliation(s)
- Roberto Pippi
- Centro Universitario Ricerca Interdipartimentale Attività Motoria (C.U.R.I.A.Mo.), Department of Medicine and Surgery, University of Perugia, 06126 Perugia, Italy;
| | - Matteo Vandoni
- Laboratory of Adapted Motor Activity (LAMA), Department of Public Health, Experimental Medicine and Forensic Science, University of Pavia, 27100 Pavia, Italy;
| | - Carmine Giuseppe Fanelli
- Centro Universitario Ricerca Interdipartimentale Attività Motoria (C.U.R.I.A.Mo.), Department of Medicine and Surgery, University of Perugia, 06126 Perugia, Italy;
| |
Collapse
|
7
|
David S, Hohenfeld C, Haberl L, Pahl J, Costa AS, Kilders A, Hildebrand F, Schulz JB, Reetz K, Haeger A. Physical activity monitoring in Alzheimer's disease during sport interventions: a multi-methodological perspective. Front Neurol 2023; 14:1195694. [PMID: 37808485 PMCID: PMC10557074 DOI: 10.3389/fneur.2023.1195694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 08/23/2023] [Indexed: 10/10/2023] Open
Abstract
Introduction Assessment methods for physical activity and fitness are of upmost importance due to the possible beneficial effect of physical conditioning on neurodegenerative diseases. The implementation of these methods can be challenging when examining elderly or cognitively impaired participants. In the presented study, we compared three different assessment methods for physical activity from the Dementia-MOVE trial, a 6-months intervention study on physical activity in Alzheimer's disease. The aim was to determine the comparability of physical activity assessments in elderly participants with cognitive impairment due to Alzheimer's disease. Material or methods 38 participants (mean age 70 ± 7 years) with early-stage Alzheimer's disease (mean MoCA 18.84 ± 4.87) were assessed with (1) fitness trackers for an average of 12 (± 6) days, (2) a written diary on daily activities and (3) a questionnaire on physical activity at three intervention timepoints. For comparison purposes, we present a transformation and harmonization method of the physical assessment output parameters: Metabolic equivalent of task (MET) scores, activity intensity minutes, calorie expenditure and moderate-to-vigorous physical activity (MVPA) scores were derived from all three modalities. The resulting parameters were compared for absolute differences, correlation, and their influence by possible mediating factors such as cognitive state and markers from cerebrospinal fluid. Results Participants showed high acceptance and compliance to all three assessment methods. MET scores and MVPA from fitness trackers and diaries showed high overlap, whilst results from the questionnaire suggest that participants tended to overestimate their physical activity in the long-term retrospective assessment. All activity parameters were independent of the tested Alzheimer's disease parameters, showing that not only fitness trackers, but also diaries can be successfully applied for physical activity assessment in a sample affected by early-stage Alzheimer's disease. Discussion Our results show that fitness trackers and physical activity diaries have the highest robustness, leading to a highly comparable estimation of physical activity in people with Alzheimer's disease. As assessed parameters, it is recommendable to focus on MET, MVPA and on accelerometric sensor data such as step count, and less on activity calories and different activity intensities which are dependent on different variables and point to a lower reliability.
Collapse
Affiliation(s)
- Shari David
- Department of Neurology, RWTH Aachen University, Aachen, Germany
| | - Christian Hohenfeld
- Department of Neurology, RWTH Aachen University, Aachen, Germany
- Institute of Neuroscience and Medicine (INM-11), Forschungszentrum Jülich GmbH, Jülich, Germany
- JARA-BRAIN Institute, Jülich, Germany
| | - Luisa Haberl
- Department of Neurology, RWTH Aachen University, Aachen, Germany
| | - Jennifer Pahl
- Department of Neurology, RWTH Aachen University, Aachen, Germany
| | - Ana S. Costa
- Department of Neurology, RWTH Aachen University, Aachen, Germany
- Institute of Neuroscience and Medicine (INM-11), Forschungszentrum Jülich GmbH, Jülich, Germany
- JARA-BRAIN Institute, Jülich, Germany
| | - Axel Kilders
- Department of Physiotherapy, RWTH Aachen University, Aachen, Germany
| | - Frank Hildebrand
- Department of Orthopaedic, Trauma and Reconstructive Surgery, RWTH Aachen University, Aachen, Germany
| | - Jörg B. Schulz
- Department of Neurology, RWTH Aachen University, Aachen, Germany
- Institute of Neuroscience and Medicine (INM-11), Forschungszentrum Jülich GmbH, Jülich, Germany
- JARA-BRAIN Institute, Jülich, Germany
| | - Kathrin Reetz
- Department of Neurology, RWTH Aachen University, Aachen, Germany
- Institute of Neuroscience and Medicine (INM-11), Forschungszentrum Jülich GmbH, Jülich, Germany
- JARA-BRAIN Institute, Jülich, Germany
| | - Alexa Haeger
- Department of Neurology, RWTH Aachen University, Aachen, Germany
- Institute of Neuroscience and Medicine (INM-11), Forschungszentrum Jülich GmbH, Jülich, Germany
- JARA-BRAIN Institute, Jülich, Germany
| |
Collapse
|
8
|
Zhao X, Liu X, Wu X, Fu P, Zhang X, Zhou M, Hao Y, Xu B, Yan L, Xiao J, Li X, Lv L, Yang H, Liu Z, Yang C, Wang X, Liao J, Jiang X, Zhang B, Li J. Associations between changes of smartphone pedometer-assessed step counts and levels of obesity-related breast cancer biomarkers in non-cancer women: A population-based observational study. J Sports Sci 2023; 41:937-946. [PMID: 37598352 DOI: 10.1080/02640414.2023.2249754] [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] [Received: 10/16/2022] [Accepted: 08/11/2023] [Indexed: 08/22/2023]
Abstract
While a higher level of physical activity (PA) is inversely associated with a higher breast cancer (BC) risk, the health benefits of daily steps on obesity-related BC biomarkers remain unclear. We aimed to understand the associations of changes in step counts with levels of five obesity-related BC biomarkers during a two-year follow-up. In total, 144 non-cancer women (47.96 ± 5.72) were observed on both 2019 and 2021. A structured questionnaire, daily steps and fasting blood samples were collected before (t0, 2019) and after (t1, 2021). Levels of biomarkers (IGF-binding proteins 3, adiponectin, soluble leptin receptor, C-reactive protein, and resistin) were assayed by ELISA. Participants were divided into persistent low steps, decreasing steps, increasing steps, and persistent high steps. Associations of categories on proposed biomarkers were estimated using linear regression models, with persistent low steps as reference. Associations between time-varying step counts with biomarkers were quantified using mixed linear models. Compared with persistent low steps, increasing steps is associated with a reduction in C-reactive protein level (β=-0.74, 95%CI=-1.23--0.26, P-value = 2.98 × 10-3). An inverse association between time-varying step counts with C-reactive protein level was identified, consistent across different obesity types and baseline step level categories. No association with daily step counts was observed for other proteins.
Collapse
Affiliation(s)
- Xunying Zhao
- Department of Epidemiology and Biostatistics, Institute of Systems Epidemiology, and West China-PUMC C. C. Chen Institute of Health, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xiaohua Liu
- Department of Maternal and Child Health, Chengdu Shuangliu District Maternal and Child Health Care Hospital, Chengdu, Sichuan, China
| | - Xueyao Wu
- Department of Epidemiology and Biostatistics, Institute of Systems Epidemiology, and West China-PUMC C. C. Chen Institute of Health, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Ping Fu
- Department of Maternal and Child Health, Chengdu Shuangliu District Maternal and Child Health Care Hospital, Chengdu, Sichuan, China
| | - Xiaofan Zhang
- Department of Scientific Research & Management, The Second People's Hospital of Guiyang, Guiyang, China
| | - Min Zhou
- Department of Maternal and Child Health, Chengdu Shuangliu District Maternal and Child Health Care Hospital, Chengdu, Sichuan, China
| | - Yu Hao
- Department of Epidemiology and Biostatistics, Institute of Systems Epidemiology, and West China-PUMC C. C. Chen Institute of Health, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Bin Xu
- Department of Epidemiology and Biostatistics, Institute of Systems Epidemiology, and West China-PUMC C. C. Chen Institute of Health, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Lanping Yan
- Department of Maternal and Child Health, Chengdu Shuangliu District Maternal and Child Health Care Hospital, Chengdu, Sichuan, China
| | - Jinyu Xiao
- Department of Epidemiology and Biostatistics, Institute of Systems Epidemiology, and West China-PUMC C. C. Chen Institute of Health, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xingyue Li
- Department of Epidemiology and Biostatistics, Institute of Systems Epidemiology, and West China-PUMC C. C. Chen Institute of Health, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Liang Lv
- Department of Epidemiology and Biostatistics, Institute of Systems Epidemiology, and West China-PUMC C. C. Chen Institute of Health, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Huifang Yang
- Department of Epidemiology and Biostatistics, Institute of Systems Epidemiology, and West China-PUMC C. C. Chen Institute of Health, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Zhenmi Liu
- Department of Maternal, Child and Adolescent Health, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
| | - Chunxia Yang
- Department of Epidemiology and Biostatistics, Institute of Systems Epidemiology, and West China-PUMC C. C. Chen Institute of Health, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xin Wang
- Department of Epidemiology and Biostatistics, Institute of Systems Epidemiology, and West China-PUMC C. C. Chen Institute of Health, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jiaqiang Liao
- Department of Occupational and Environmental Health, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
| | - Xia Jiang
- Department of Epidemiology and Biostatistics, Institute of Systems Epidemiology, and West China-PUMC C. C. Chen Institute of Health, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of Nutrition and Food Hygiene, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
| | - Ben Zhang
- Department of Epidemiology and Biostatistics, Institute of Systems Epidemiology, and West China-PUMC C. C. Chen Institute of Health, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of Occupational and Environmental Health, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
| | - Jiayuan Li
- Department of Epidemiology and Biostatistics, Institute of Systems Epidemiology, and West China-PUMC C. C. Chen Institute of Health, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| |
Collapse
|