Association between segmental phase angles and functional independence measure scores in hospitalized adults following stroke: A retrospective cohort study
Corresponding Author
Yoshihiro Yoshimura MD, PhD
Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, Kumamoto, Japan
Correspondence Yoshihiro Yoshimura, MD, PhD, Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, 760 Magate, Kikuyo-Town, Kikuchi-County, Kumamoto, 869-1106, Japan.
Email: [email protected]
Contribution: Conceptualization, Methodology, Software, Data curation, Investigation, Validation, Formal analysis, Writing - original draft, Writing - review & editing
Search for more papers by this authorHidetaka Wakabayashi MD, PhD
Department of Rehabilitation Medicine, Tokyo Women's Medical University Hospital, Shinjuku-ku, Japan
Contribution: Conceptualization, Methodology, Validation, Supervision, Writing - review & editing
Search for more papers by this authorFumihiko Nagano
Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, Kumamoto, Japan
Contribution: Conceptualization, Methodology, Data curation, Validation, Writing - review & editing
Search for more papers by this authorAyaka Matsumoto
Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, Kumamoto, Japan
Contribution: Conceptualization, Methodology, Data curation, Validation, Writing - review & editing
Search for more papers by this authorSayuri Shimazu
Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, Kumamoto, Japan
Contribution: Conceptualization, Methodology, Data curation, Validation, Writing - review & editing
Search for more papers by this authorAi Shiraishi
Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, Kumamoto, Japan
Contribution: Conceptualization, Methodology, Data curation, Validation, Writing - review & editing
Search for more papers by this authorYoshifumi Kido
Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, Kumamoto, Japan
Contribution: Conceptualization, Methodology, Data curation, Validation, Writing - review & editing
Search for more papers by this authorTakahiro Bise
Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, Kumamoto, Japan
Contribution: Conceptualization, Methodology, Data curation, Validation, Writing - review & editing
Search for more papers by this authorAomi Kuzuhara
Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, Kumamoto, Japan
Contribution: Conceptualization, Methodology, Validation, Data curation, Writing - review & editing
Search for more papers by this authorTakenori Hamada
Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, Kumamoto, Japan
Contribution: Conceptualization, Methodology, Validation, Data curation, Writing - review & editing
Search for more papers by this authorKouki Yoneda
Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, Kumamoto, Japan
Contribution: Conceptualization, Methodology, Validation, Writing - review & editing, Data curation
Search for more papers by this authorCorresponding Author
Yoshihiro Yoshimura MD, PhD
Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, Kumamoto, Japan
Correspondence Yoshihiro Yoshimura, MD, PhD, Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, 760 Magate, Kikuyo-Town, Kikuchi-County, Kumamoto, 869-1106, Japan.
Email: [email protected]
Contribution: Conceptualization, Methodology, Software, Data curation, Investigation, Validation, Formal analysis, Writing - original draft, Writing - review & editing
Search for more papers by this authorHidetaka Wakabayashi MD, PhD
Department of Rehabilitation Medicine, Tokyo Women's Medical University Hospital, Shinjuku-ku, Japan
Contribution: Conceptualization, Methodology, Validation, Supervision, Writing - review & editing
Search for more papers by this authorFumihiko Nagano
Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, Kumamoto, Japan
Contribution: Conceptualization, Methodology, Data curation, Validation, Writing - review & editing
Search for more papers by this authorAyaka Matsumoto
Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, Kumamoto, Japan
Contribution: Conceptualization, Methodology, Data curation, Validation, Writing - review & editing
Search for more papers by this authorSayuri Shimazu
Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, Kumamoto, Japan
Contribution: Conceptualization, Methodology, Data curation, Validation, Writing - review & editing
Search for more papers by this authorAi Shiraishi
Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, Kumamoto, Japan
Contribution: Conceptualization, Methodology, Data curation, Validation, Writing - review & editing
Search for more papers by this authorYoshifumi Kido
Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, Kumamoto, Japan
Contribution: Conceptualization, Methodology, Data curation, Validation, Writing - review & editing
Search for more papers by this authorTakahiro Bise
Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, Kumamoto, Japan
Contribution: Conceptualization, Methodology, Data curation, Validation, Writing - review & editing
Search for more papers by this authorAomi Kuzuhara
Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, Kumamoto, Japan
Contribution: Conceptualization, Methodology, Validation, Data curation, Writing - review & editing
Search for more papers by this authorTakenori Hamada
Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, Kumamoto, Japan
Contribution: Conceptualization, Methodology, Validation, Data curation, Writing - review & editing
Search for more papers by this authorKouki Yoneda
Center for Sarcopenia and Malnutrition Research, Kumamoto Rehabilitation Hospital, Kumamoto, Japan
Contribution: Conceptualization, Methodology, Validation, Writing - review & editing, Data curation
Search for more papers by this authorAbstract
Background
This study investigated the association between segmental phase angles and functional outcomes in patients after stroke, hypothesizing that increased segmental phase angle correlates with improved functional status.
Methods
A retrospective cohort study of 1012 patients after stroke was conducted. Whole body and segmental phase angles were measured using bioelectrical impedance analysis within 3 days of admission. Our exposure of interest was segmental phase angle measured via a multifrequency bioelectrical impedance analyzer and calculated as phase angle = arctangent (Xc/R) × (180/π), where R is the resistance of the right half of the body and Xc is the reactance measured at 50 kHz. The primary outcomes were the motor subscale of the functional independence measure (FIM) at discharge and FIM change between admission and discharge. Secondary outcomes included FIM scores for specific activities. Multiple linear regression analysis was performed to assess associations.
Results
Phase angles of the healthy upper and lower limbs demonstrated stronger associations with discharge FIM motor scores (β = 0.175 and β = 0.105, respectively) and FIM motor gain (β = 0.242 and β = 0.092, respectively) compared with whole body or paretic limb phase angles. Upper limb phase angles were more closely related to grooming and toileting abilities, whereas lower limb phase angles were associated with both toileting and locomotion at discharge.
Conclusion
Segmental phase angles, particularly those of the nonparetic limbs, are promising predictors of functional outcomes in patients after stroke. Assessing segmental phase angles may guide targeted interventions and rehabilitation strategies for improving specific activities of daily living.
CONFLICT OF INTEREST STATEMENT
The authors declare no conflict of interest.
Supporting Information
Filename | Description |
---|---|
jpen2703-sup-0001-Supplementary_Tables_R2_1020.docx33.5 KB | Supporting information. |
Please note: The publisher is not responsible for the content or functionality of any supporting information supplied by the authors. Any queries (other than missing content) should be directed to the corresponding author for the article.
REFERENCES
- 1 GBD 2019 Stroke Collaborators. Global, regional, and national burden of stroke and its risk factors, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019. Lancet Neurol. 2021; 20(10): 795-820.
- 2Stinear CM, Lang CE, Zeiler S, Byblow WD. Advances and challenges in stroke rehabilitation. Lancet Neurol. 2020; 19(4): 348-360.
- 3Yoshimura Y. Recent advances in clinical nutrition in stroke rehabilitation. Nutrients. 2022; 14(6): 1130.
- 4Visser M, van Venrooij LMW, Wanders DCM, et al. The bioelectrical impedance phase angle as an indicator of undernutrition and adverse clinical outcome in cardiac surgical patients. Clin Nutr. 2012; 31(6): 981-986.
- 5Guerrini A, Siotto M, Germanotta M, et al. Muscle quality improvement in subacute post-stroke patients after rehabilitation: usefulness of segmental phase angle from bioelectrical impedance analysis. Clin Nutr. 2024; 43(1): 224-231.
- 6Stellingwerf F, Beumeler LFE, Rijnhart-de Jong H, Boerma EC, Buter H. The predictive value of phase angle on long-term outcome after ICU admission. Clin Nutr. 2022; 41(6): 1256-1259.
- 7Prete M, Ballarin G, Porciello G, et al. Bioelectrical impedance analysis—derived phase angle (PhA) in lung cancer patients: a systematic review. BMC Cancer. 2024; 24(1): 608.
- 8Beberashvili I, Azar A, Sinuani I, et al. Bioimpedance phase angle predicts muscle function, quality of life and clinical outcome in maintenance hemodialysis patients. Eur J Clin Nutr. 2014; 68(6): 683-689.
- 9Scicchitano P, Massari F. The role of bioelectrical phase angle in patients with heart failure. Rev Endocr Metab Disord. 2023; 24(3): 465-477.
- 10Di Vincenzo O, Marra M, Di Gregorio A, Pasanisi F, Scalfi L. Bioelectrical impedance analysis (BIA)—derived phase angle in sarcopenia: a systematic review. Clin Nutr. 2021; 40(5): 3052-3061.
- 11Garlini LM, Alves FD, Ceretta LB, Perry IS, Souza GC, Clausell NO. Phase angle and mortality: a systematic review. Eur J Clin Nutr. 2019; 73(4): 495-508.
- 12de Borba EL, Ceolin J, Ziegelmann PK, et al. Phase angle of bioimpedance at 50 kHz is associated with cardiovascular diseases: systematic review and meta-analysis. Eur J Clin Nutr. 2022; 76(10): 1366-1373.
- 13Fernández-Jiménez R, Martín-Masot R, Cornejo-Pareja I, et al. Phase angle as a marker of outcome in hospitalized pediatric patients. a systematic review of the evidence (GRADE) with meta-analysis. Rev Endocr Metab Disord. 2023; 24(4): 751-765.
- 14Papaemmanouil A, Bakaloudi D, Gkantali K, et al. Phase angle and handgrip strength as predictors of clinical outcomes in hospitalized COVID-19 patients. Nutrients. 2023; 15(6): 1409.
- 15Bernal-Ceballos F, Castillo-Martínez L, Reyes-Paz Y, Villanueva-Juárez JL, Hernández-Gilsoul T. Clinical application of phase angle and BIVA Z-score analyses in patients admitted to an emergency department with acute heart failure. J Vis Exp. 2023;(196).
- 16Yokomachi J, Fukuda T, Mizushima Y, et al. Clinical usefulness of phase angle as an indicator of muscle wasting and malnutrition in inpatients with cardiovascular diseases. Asia Pac J Clin Nutr. 2023; 32(3): 297-307.
- 17Sat-Muñoz D, Martínez-Herrera BE, González-Rodríguez JA, et al. Phase angle, a cornerstone of outcome in head and neck cancer. Nutrients. 2022; 14(15): 3030.
- 18Alves EAS, Salazar TCN, Silvino VO, Cardoso GA, dos Santos MAP. Association between phase angle and adverse clinical outcomes in hospitalized patients with COVID-19: a systematic review. Nutr Clin Pract. 2022; 37(5): 1105-1116.
- 19Małecka-Massalska T, Popiołek J, Teter M, et al. Application of phase angle for evaluation of the nutrition status of patients with anorexia nervosa. Psychiatr Pol. 2017; 51(6): 1121-1131.
- 20Oliveira LDA, Ventura JC, Hauschild DB, Moreno YMF. Phase angle as a prognostic indicator in critically ill children: a systematic review. Nutr Clin Pract. 2024; 39(2): 385-395.
- 21Pena NF, Mauricio SF, Rodrigues AMS, et al. Association between standardized phase angle, nutrition status, and clinical outcomes in surgical cancer patients. Nutr Clin Pract. 2019; 34(3): 381-386.
- 22Ostachowska-Gąsior A, Piwowar M, Zając J. Segmental phase angle and body composition fluctuation of elite ski jumpers between summer and winter FIS competitions. Int J Environ Res Public Health. 2021; 18(9): 4741.
- 23Zeng Y, Xu Y, Zhang B, et al. Clinical prognostic role of bioimpedance phase angle in diabetic and non-diabetic hemodialysis patients. Asia Pac J Clin Nutr. 2022; 31(4): 619-625.
- 24Yoshimura Y, Wakabayashi H, Nagano F, et al. Phase angle is associated with sarcopenic obesity in post-stroke patients. Clin Nutr. 2023; 42(10): 2051-2057.
- 25Bise T, Yoshimura Y, Wakabayashi H, et al. Association between BIA-derived phase angle and sarcopenia and improvement in activities of daily living and dysphagia in patients undergoing post-stroke rehabilitation. J Nutr Health Aging. 2022; 26(6): 590-597.
- 26Sato Y, Yoshimura Y, Abe T, Nagano F, Matsumoto A, Wakabayashi H. Change in phase angle is associated with improvement in activities of daily living and muscle function in patients with acute stroke. Eur Geriatr Med. 2023; 14(6): 1333-1341. doi:10.1007/s41999-023-00853-3
- 27Kim NY, Jung Y, Hong SB, Ahn JH, Choi SI, Kim YW. Low phase angle and skeletal muscle index increase hospital-acquired infections during stroke rehabilitation. J Am Med Dir Assoc. 2024; 25(4): 683-689.e1.
- 28Abe T, Yoshimura Y, Imai R, Yoneoka Y, Tsubaki A, Sato Y. Impact of phase angle on physical function in patients with acute stroke. J Stroke Cerebrovasc Dis. 2021; 30(9):105941.
- 29Sato Y, Yoshimura Y, Abe T. Phase angle as an indicator of baseline nutritional status and sarcopenia in acute stroke. J Stroke Cerebrovasc Dis. 2022; 31(1):106220.
- 30Estrada-Moya F, González-Garay AG, Flores-López A, Serralde-Zúñiga AE. Total and segmental phase angle in a cohort of hospitalised patients with COVID-19: mortality prediction and changes throughout hospitalisation. Br J Nutr. 2024; 131(8): 1397-1404.
- 31Obayashi H, Ikuta Y, Fujishita H, et al. The relevance of whole or segmental body bioelectrical impedance phase angle and physical performance in adolescent athletes. Physiol Meas. 2021; 42(3):035011.
- 32Nescolarde L, Rosell-Ferrer J, Doñate T. Relationship between segmental and whole-body phase angle in peritoneal dialysis patients. Physiol Meas. 2008; 29(9): N49-N57.
- 33Morlino D, Cioffi I, Marra M, Di Vincenzo O, Scalfi L, Pasanisi F. Bioelectrical phase angle in patients with breast cancer: a systematic review. Cancers. 2022; 14(8): 2002.
- 34Cornejo-Pareja I, Vegas-Aguilar IM, Fernández-Jiménez R, et al. Phase angle and COVID-19: a systematic review with meta-analysis. Rev Endocr Metab Disord. 2023; 24(3): 525-542.
- 35Shimazu S, Yoshimura Y, Kudo M, et al. Frequent and personalized nutritional support leads to improved nutritional status, activities of daily living, and dysphagia after stroke. Nutrition. 2021; 83:111091.
- 36Yoshimura Y, Shiraishi A, Tsuji Y, Momosaki R. Oral management and the role of dental hygienists in convalescent rehabilitation. Prog Rehabil Med. 2022; 7.
- 37Matsumoto A, Yoshimura Y, Nagano F, et al. Polypharmacy and potentially inappropriate medications in stroke rehabilitation: prevalence and association with outcomes. Int J Clin Pharm. 2022; 44(3): 749-761.
- 38Kido Y, Yoshimura Y, Wakabayashi H, et al. Improvement in sarcopenia is positively associated with recovery of independence in urination and defecation in patients undergoing rehabilitation after a stroke. Nutrition. 2023; 107:111944.
- 39Banks JL, Marotta CA. Outcomes validity and reliability of the modified Rankin scale: implications for stroke clinical trials: a literature review and synthesis. Stroke. 2007; 38(3): 1091-1096.
- 40Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987; 40(5): 373-383.
- 41Safaz I, Ylmaz B, Yaşar E, Alaca R. Brunnstrom recovery stage and motricity index for the evaluation of upper extremity in stroke: analysis for correlation and responsiveness. Int J Rehab Res. 2009; 32(3): 228-231.
- 42Ottenbacher KJ, Hsu Y, Granger CV, Fiedler RC. The reliability of the functional independence measure: a quantitative review. Arch Phys Med Rehabil. 1996; 77(12): 1226-1232.
- 43Tsilingiris D, Schimpfle L, Κender Z, et al. Utility of bioelectrical phase angle for cardiovascular risk assessment among individuals with and without diabetes mellitus. Diab Vasc Dis Res. 2024; 21(1):14791641231223701.
- 44Sangha H, Lipson D, Foley N, et al. A comparison of the Barthel Index and the functional independence measure as outcome measures in stroke rehabilitation: patterns of disability scale usage in clinical trials. Int J Rehab Res. 2005; 28(2): 135-139.
- 45Cohen-Mansfield J, Jensen B. Dressing and grooming: preferences of community-dwelling older adults. J Gerontol Nurs. 2007; 33(2): 31-39.
- 46Gronski M, Doherty M. Interventions within the scope of occupational therapy practice to improve activities of daily living, rest, and sleep for children ages 0-5 years and their families: a systematic review. Am J Occup Ther. 2020; 74(2): 7402180010p1-7402180010p33.
- 47Kulkarni R, Mathew M, Vatti L, et al. What are culturally relevant activities of daily living in the Asian-Indian population? A survey of 402 patients with knee pain. Clin Orthop Relat Res. 2023; 481(7): 1339-1348.
- 48Beninato M, Gill-Body KM, Salles S, Stark PC, Black-Schaffer RM, Stein J. Determination of the minimal clinically important difference in the FIM instrument in patients with stroke. Arch Phys Med Rehabil. 2006; 87: 32-39.
- 49Hori K, Yoshimura Y, Wakabayashi H, et al. Improved systemic inflammation is associated with functional prognosis in post-stroke patients. Ann Geriatr Med Res. 2024. doi:10.4235/agmr.24.0020
10.4235/agmr.24.0020 Google Scholar
- 50Yoshimura Y, Wakabayashi H, Momosaki R, Nagano F, Shimazu S, Shiraishi A. Shorter interval between onset and admission to convalescent rehabilitation wards is associated with improved outcomes in ischemic stroke patients. Tohoku J Exp Med. 2020; 252(1): 15-22.
- 51Veerbeek JM, Kwakkel G, van Wegen EEH, Ket JCF, Heymans MW. Early prediction of outcome of activities of daily living after stroke: a systematic review. Stroke. 2011; 42: 1482-1488.
- 52Meijer R, Ihnenfeldt DS, et al. Prognostic factors in the subacute phase after stroke for the future residence after six months to one year. A systematic review of the literature. Clin Rehabil. 2003; 17(5): 512-520.
- 53Ding X, Zhou Y, Pan Y, et al. Dipping Pattern and 1-year stroke functional outcome in ischemic stroke or transient ischemic attack. Clin Exp Hypertens. 2023; 45(1):2139384.
- 54Nishioka S, Aragane H, Suzuki N, et al. Clinical practice guidelines for rehabilitation nutrition in cerebrovascular disease, hip fracture, cancer, and acute illness: 2020 update. Clin Nutr ESPEN. 2021; 43: 90-103.
- 55Yoshimura Y, Bise T, Nagano F, et al. Systemic inflammation in the recovery stage of stroke: its association with sarcopenia and poor functional rehabilitation outcomes. Prog Rehabil Med. 2018; 3:20180011.
- 56Matsumoto A, Yoshimura Y, Nagano F, et al. Polypharmacy and its association with dysphagia and malnutrition among stroke patients with sarcopenia. Nutrients. 2022; 14(20): 4251.
- 57Wakabayashi H, Yoshimura Y, Maeda K, Fujiwara D, Nishioka S, Nagano A. Goal setting for nutrition and body weight in rehabilitation nutrition: position paper by the Japanese Association of Rehabilitation Nutrition (secondary publication). J Gen Fam Med. 2022; 23(2): 77-86.
- 58Amakasu K, Inoue T, Watanabe Y. Low phase angle: a predictor of functional status and discharge disposition in acute stroke older patients. Clinical Nutrition ESPEN. 2024; 61: 197-202.
- 59Abe T, Yoshimua Y, Imai R, Sato Y. A combined assessment method of phase angle and skeletal muscle index to better predict functional recovery after acute stroke. J Nutr Health Aging. 2022; 26(5): 445-451.
- 60Park S, Kim J, Kim Y, Kim M-W. Correlation of body composition via bioelectrical impedance analysis and motor function and recovery of upper extremity in patients undergoing stroke rehabilitation. Brain Neurorehabil. 2022; 15(2):e20.
- 61Gonzalez MC, Barbosa-Silva TG, Bielemann RM, Gallagher D, Heymsfield SB. Phase angle and its determinants in healthy subjects: influence of body composition. Am J Clin Nutr. 2016; 103(3): 712-716.
- 62Branco MG, Mateus C, Capelas ML, et al. Bioelectrical impedance analysis (BIA) for the assessment of body composition in oncology: a scoping review. Nutrients. 2023; 15(22): 4792.
- 63Akamatsu Y, Kusakabe T, Arai H, et al. Phase angle from bioelectrical impedance analysis is a useful indicator of muscle quality. J Cachexia Sarcopenia Muscle. 2022; 13(1): 180-189.
- 64Kido Y, Yoshimura Y, Wakabayashi H, et al. Sarcopenia is associated with incontinence and recovery of independence in urination and defecation in post-acute rehabilitation patients. Nutrition. 2021; 91-92:111397.
- 65Sato Y, Yoshimura Y, Abe T, Nagano F, Matsumoto A. Hospital-associated sarcopenia and the preventive effect of high energy intake along with intensive rehabilitation in patients with acute stroke. Nutrition. 2023; 116:112181.
- 66Mizuno S, Wakabayashi H, Wada F. Rehabilitation nutrition for individuals with frailty, disability, sarcopenic dysphagia, or sarcopenic respiratory disability. Curr Opin Clin Nutr Metab Care. 2022; 25(1): 29-36.
- 67Wakabayashi H, Maeda K, Momosaki R, et al. Diagnostic reasoning in rehabilitation nutrition: position paper by the Japanese Association of Rehabilitation Nutrition (secondary publication). J Gen Fam Med. 2022; 23(4): 205-216.
- 68Inoue T, Iida Y, Takahashi K, et al. Nutrition and physical therapy: a position paper by the physical therapist section of the Japanese Association of Rehabilitation Nutrition (secondary publication). JMA J. 2022; 5(2): 243-251.
- 69Nagano A, Nishioka S, Wakabayashi H. Rehabilitation nutrition for iatrogenic sarcopenia and sarcopenic dysphagia. J Nutr Health Aging. 2019; 23(3): 256-265.