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Association of bio-impedance phase angle and a nutritional indicator in community-dwelling patients with type 2 diabetes mellitus

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Abstract

Purpose

Although the bio-impedance phase angle is a relevant factor in nutritional assessment, studies with community-dwelling patients with type 2 diabetes mellitus have not been identified. The purpose of this study was to determine the association between phase angle and nutritional status in community-dwelling patients with type 2 diabetes mellitus according to gender and accounting for related factors other than nutritional status.

Methods

This study included 122 patients (mean age 52.1 ± 13.5 years, 63 males and 59 females) with type 2 diabetes mellitus living in the community who used our Endocrinology and Metabolism medical clinic. The phase angle was measured using bioelectrical impedance analysis. Albumin was an independent variable and the covariates were age, hemoglobin A1c, skeletal muscle index (SMI), and body mass index. Statistical analysis was performed using linear regression with a significance level of 5%.

Results

The linear regression model results showed a significant association between phase angle and albumin in both males and females (males: β = 0.26, females: β = 0.16). Age was also a relevant factor (male: β = −0.25, female: β = −0.51), and a significant association was found between phase angle and SMI in males (β = 0.54).

Conclusion

Phase angle was positively associated with albumin, a nutritional assessment index. These results suggest that phase angle can be a simple and noninvasive measure of nutritional status.

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References

  1. IDF Diabetes Atlas. The International Diabetes Federation (IDF). 2021. https://diabetesatlas.org/atlas/tenth-edition/. Accessed 9 Jun 2022.

  2. Cardiovascular disease and risk management. Standards of medical care in diabetes-2022. Diabetes Care. 2022;45:S144–74.

    Article  Google Scholar 

  3. Slattery A, Wegener L, James S, et al. Does the mini nutrition assessment-short form predict clinical outcomes at six months in older rehabilitation patients? Nutr Diet. 2015;72:63–8.

    Article  Google Scholar 

  4. Nishioka S, Wakabayashi H, Yoshida T, et al. Obese Japanese patients with stroke have higher functional recovery in convalescent rehabilitation wards: a retrospective cohort study. J Stroke Cerebrovasc Dis. 2016;25:26–33.

    Article  PubMed  Google Scholar 

  5. Sánchez-Rodríguez D, Calleø A, Contraø A, et al. Sarcopenia in post-acute care and rehabilitation of older adults: a review. Eur Geriatr Med. 2016;7:224–31.

    Article  Google Scholar 

  6. Marshall S, Young A, Bauer J, et al. Malnutrition in geriatric rehabilitation: prevalence, patient outcomes, and criterion validity of the scored patient-generated subjective global assessment and the mini nutritional assessment. J Acad Nutr Diet. 2016;116:785–94.

    Article  PubMed  Google Scholar 

  7. Mehta A, De Paola L, Pana TA, et al. The relationship between nutritional status at the time of stroke on adverse outcomes: a systematic review and meta-analysis of prospective cohort studies. Nutr Rev. 2022;80(12):2275–87.

    Article  PubMed  PubMed Central  Google Scholar 

  8. Dent E, Visvanathan R, Piantadosi C, et al. Nutritional screening tools as predictors of mortality, functional decline, and move to higher level care in older people: a systematic review. J Nutr Gerontol Geriatr. 2012;31(2):97–145.

    Article  PubMed  Google Scholar 

  9. Praget-Bracamontes S, González-Arellanes R, Aguilar-Salinas CA, et al. Phase angle as a potential screening tool in adults with metabolic diseases in clinical practice: a systematic review. Int J Environ Res Public Health. 2023;20(2):1608.

    Article  PubMed  PubMed Central  Google Scholar 

  10. Santin F, Rodrigues J, Brito FB, et al. Performance of subjective global assessment and malnutrition inflammation score for monitoring the nutritional status of older adults on hemodialysis. Clin Nutr. 2018;37:604–11.

    Article  CAS  PubMed  Google Scholar 

  11. Jiang N, Zhang J, Cheng S, et al. The role of standardized phase angle in the assessment of nutritional status and clinical outcomes in Cancer patients: a systematic review of the literature. Nutrients. 2022;15(1):50.

    Article  PubMed  PubMed Central  Google Scholar 

  12. Jun MH, Kim S, Ku B, et al. Glucose-independent segmental phase angles from multi-frequency bioimpedance analysis to discriminate diabetes mellitus. Sci Rep. 2018;8:648.

    Article  PubMed  PubMed Central  Google Scholar 

  13. Mat S, Tan MP, Mohktar MS, et al. Phase angle and diabetes in community-dwelling older adults: cross-sectional analysis from the Malaysian elder’s longitudinal research (MELoR) study. Eur J Clin Nutr. 2022;76:680–4.

    Article  PubMed  Google Scholar 

  14. Jayanama K, Putadechakun S, Srisuwarn P, et al. Evaluation of body composition in hemodialysis Thai patients: comparison between two models of bioelectrical impedance analyzer and dual-energy X-ray absorptiometry. J Nutr Metab. 2018;2018:4537623.

    Article  PubMed  PubMed Central  Google Scholar 

  15. De 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):1366–73.

    Article  PubMed  Google Scholar 

  16. Chen LK, Woo J, Assantachai P, et al. Asian working group for sarcopenia: 2019 consensus update on sarcopenia diagnosis and treatment. J Am Med Dir Assoc. 2020;21:300–7.

    Article  PubMed  Google Scholar 

  17. Ida S, Kaneko R, Imataka K, et al. Association between the history of falls and being homebound in elderly diabetic patients. Jpn J Geriatr. 2021;58:417–23.

    Article  Google Scholar 

  18. Weng YC, Tsai SS, Lyu RK, et al. Diabetic distal symmetrical polyneuropathy: correlation of clinical, laboratory, and Electrophysiologic studies in patients with type 2 diabetes mellitus. J Diabetes Res. 2020;2020:6356459.

    Article  PubMed  PubMed Central  Google Scholar 

  19. Haneda M, Utsunomiya K, Koya D, et al. Joint committee on diabetic nephropathy. A new classification of diabetic nephropathy 2014: a report from joint committee on diabetic nephropathy. J Diabetes Investig. 2015;6(2):242–6.

    Article  PubMed  PubMed Central  Google Scholar 

  20. Dittmar M, Reber H, Kahaly GJ. Bioimpedance phase angle indicates catabolism in type 2 diabetes. Diabet Med. 2015;32:1177–85.

    Article  CAS  PubMed  Google Scholar 

  21. Stobäus N, Pirlich M, Valentini L, et al. Determinants of bio-electrical phase angle in disease. Br J Nutr. 2012;107:1217–20.

    Article  PubMed  Google Scholar 

  22. Koswoglu SZA, Dogrusoy M. Evaluation of phase angle measurements and nutrient consumption by bioelectrical impedance method of 20–65 years old women. Prog Nutr. 2020;22:2020012.

    Google Scholar 

  23. Barrea L, Muscogiuri G, Emidio P, et al. MacchiaMediterranean diet and phase angle in a sample of adult population: results of a pilot study. Nutrients. 2017;9:151.

    Article  PubMed  PubMed Central  Google Scholar 

  24. Barbosa-Silva MC, Barros AJ, Wang J, et al. Bioelectrical impedance analysis: population reference values for phase angle by age and sex. Am J Clin Nutr. 2005;82:49–52.

    Article  CAS  PubMed  Google Scholar 

  25. Tomeleri CM, Cavalcante EF, Antunes M, et al. Phase angle is moderately associated with muscle quality and functional capacity, independent of age and body composition in older women. J Geriatr Phys The. 2019;42:281–6.

    Article  Google Scholar 

  26. Noritake K, Kubo Y, Takahiro H, et al. Phase angle as a nutritional indicator in older inpatients. J Phys Ther Sci. 2022;37:87–93.

    Google Scholar 

  27. Uemura K, Yamada M, Saho K. Association of bio-impedance phase angle and physical activity level in alder adults. J Jpn Phys Ther Assoc. 2019;46:143–51.

    Google Scholar 

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Authors and Affiliations

Authors

Contributions

Conception and design: YM and TT; data collection: HK and KM; analysis, interpretation of the data, and writing the article: YM; critical revision of the article: YM, TT, HK, MH, KM, and HS. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Yuta Mori.

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Ethics approval

The study was conducted in accordance with the Declaration of Helsinki and was approved by the Ethical Review Committee of Hana-no-Oka Hospital (02020).

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Consent for this study was obtained after subjects were fully informed in writing and orally about the purpose of the study, the contents of the examination, and the protection of their personal information.

Conflict of interest

All authors reported no conflicts of interest.

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Mori, Y., Tachi, T., Koizumi, H. et al. Association of bio-impedance phase angle and a nutritional indicator in community-dwelling patients with type 2 diabetes mellitus. J Diabetes Metab Disord (2023). https://doi.org/10.1007/s40200-023-01196-3

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