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Risk factors for malnutrition in patients with nasopharyngeal carcinoma

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Abstract

Background

Malnutrition is a common complication in patients with nasopharyngeal carcinoma (NPC). However, there are few studies on risk factors for malnutrition in NPC patients. Our aims were to identify the risk factors for malnutrition in NPC patients.

Methods

NPC patients were recruited in this cross-sectional study, and they were divided into well-nourished and malnourished groups according to the Global Leadership Initiative on Malnutrition (GLIM). Potential risk factors were initially screened using univariate analysis (p < 0.1), and the selected ones were analyzed by logistic regression analysis (p < 0.05) to identify the risk factors for malnutrition in NPC patients.

Results

In total, 305 NPC patients meeting eligibility criteria were enrolled. Multivariate logistic regression analysis revealed that low body mass index (BMI) (OR = 0.596, 95% CI 0.520–0.683, p < 0.001), the high total radiation dose received (OR = 1.046, 95% CI 1.023–1.069, p < 0.001), appetite loss (OR = 2.839, 95% CI 1.269–6.353, p = 0.011), and low PA (OR = 0.993, 95% CI 0.988–0.998, p = 0.008) were risk factors for malnutrition in NPC patients.

Conclusions

The low BMI, the high total radiation dose received, appetite loss, and low prealbumin were risk factors for malnutrition in NPC patients.

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Data Availability

Data is available on reasonable request from the corresponding author.

References

  1. Zhang X-M, Wang T, Hu P, Li B, Liu H, Cheng Y-F (2019) SERPINB2 overexpression inhibited cell proliferation, invasion and migration, led to G2/M arrest, and increased radiosensitivity in nasopharyngeal carcinoma cells. J Radiat Res 60(3):318–327

    CAS  PubMed  PubMed Central  Google Scholar 

  2. Chua ML, Wee JT, Hui EP, Chan AT (2016) Nasopharyngeal carcinoma. The Lancet 387(10022):1012–1024

    Google Scholar 

  3. Lee HM, Okuda KS, González FE, Patel V (2019) Current perspectives on nasopharyngeal carcinoma. Hum Cell Transform 1164:11–34

  4. Chen Y-P, Chan AT, Le Q-T, Blanchard P, Sun Y, Ma J (2019) Nasopharyngeal carcinoma. The Lancet 394(10192):64–80

    Google Scholar 

  5. Pan X, Wang C, Li R, Su L, Zhang M, Cai C et al (2020) Applicability of the nutrition risk screening 2002 combined with a patient-generated subjective global assessment in patients with nasopharyngeal carcinoma. Cancer Manag Res 12:8221

    PubMed  PubMed Central  Google Scholar 

  6. Pan X, Liu H, Feng G, Xiao J, Wang M, Liu H et al (2021) Role of muscle mass and nutritional assessment tools in evaluating the nutritional status of patients with locally advanced nasopharyngeal carcinoma. Front Nutr 8:567085

    PubMed  PubMed Central  Google Scholar 

  7. Wan M, Zhang L, Chen C, Zhao D, Zheng B, Xiao S et al (2022) GLIM criteria-defined malnutrition informs on survival of nasopharyngeal carcinoma patients undergoing radiotherapy. Nutr Cancer 1–10

  8. Deng J, He Y, Sun X-S, Li J-M, Xin M-Z, Li W-Q et al (2019) Construction of a comprehensive nutritional index and its correlation with quality of life and survival in patients with nasopharyngeal carcinoma undergoing IMRT: a prospective study. Oral Oncol 98:62–68

    CAS  PubMed  Google Scholar 

  9. Rhoten BA, Murphy BA, Dietrich MS, Ridner SH (2018) Depressive symptoms, social anxiety, and perceived neck function in patients with head and neck cancer. Head Neck 40(7):1443–1452

    PubMed  PubMed Central  Google Scholar 

  10. He Y, Chen L, Chen L, Hu W, Wang C, Tang L et al (2017) Relationship between the comprehensive nutritional index and the EORTC QLQ-H&N35 in nasopharyngeal carcinoma patients treated with intensity-modulated radiation therapy. Nutr Cancer 69(3):436–443

    PubMed  Google Scholar 

  11. Ji J, Jiang DD, Xu Z, Yang YQ, Ky Qian, Zhang MX (2021) Continuous quality improvement of nutrition management during radiotherapy in patients with nasopharyngeal carcinoma. Nursing Open 8(6):3261–3270

    PubMed  PubMed Central  Google Scholar 

  12. Larsson M, Hedelin B, Johansson I, Athlin E (2005) Eating problems and weight loss for patients with head and neck cancer: a chart review from diagnosis until one year after treatment. Cancer Nurs 28(6):425–435

    PubMed  Google Scholar 

  13. Li G, Jiang X-Y, Qiu B, Shen L-J, Chen C, Xia Y-F (2017) Vicious circle of acute radiation toxicities and weight loss predicts poor prognosis for nasopharyngeal carcinoma patients receiving intensity modulated radiotherapy. J Cancer 8(5):832

    PubMed  PubMed Central  Google Scholar 

  14. Wang X, Yang M, Ge Y, Tang M, Rao B, Chen Y et al (2021) Association of systemic inflammation and malnutrition with survival in nasopharyngeal carcinoma undergoing chemoradiotherapy: results from a multicentre cohort study. Front Oncol 11:766398

  15. Colasanto JM, Prasad P, Nash MA, Decker RH, Wilson LD (2005) Nutritional support of patients undergoing radiation therapy for head and neck cancer. Oncology (Williston Park, NY) 19(3):371–379 (discussion 380)

    Google Scholar 

  16. Reber E, Gomes F, Vasiloglou MF, Schuetz P, Stanga Z (2019) Nutritional risk screening and assessment. J Clin Med 8(7):1065

    CAS  PubMed  PubMed Central  Google Scholar 

  17. Cederholm T, Jensen G, Correia M, Gonzalez MC, Fukushima R, Higashiguchi T et al (2019) GLIM criteria for the diagnosis of malnutrition–a consensus report from the global clinical nutrition community. J Cachexia Sarcopenia Muscle 10(1):207–217

    CAS  PubMed  PubMed Central  Google Scholar 

  18. Kim JH (2019) Multicollinearity and misleading statistical results. Korean J Anesthesiol 72(6):558–569

    PubMed  PubMed Central  Google Scholar 

  19. Von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP et al (2007) The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies. Ann Intern Med 147(8):573–577

    Google Scholar 

  20. Zhang M, Guo Y, Zhang X, Zhang Y, Fan Y, Liu Y et al (2022) Nutritional risk screening in malignant tumors: a study of 375 cancer inpatients. Support Care Cancer 30(10):8333–8337

    PubMed  Google Scholar 

  21. Einarsson S, Karlsson H-E, Björ O, Haylock A-K, Ehrsson YT (2020) Mapping impact factors leading to the GLIM diagnosis of malnutrition in patients with head and neck cancer. Clinical nutrition ESPEN 40:149–155

    PubMed  Google Scholar 

  22. Li S, Fu L, Tian T, Deng L, Li H, Xia W et al (2018) Disrupting SOD1 activity inhibits cell growth and enhances lipid accumulation in nasopharyngeal carcinoma. Cell Commun Signaling 16(1):1–13

    Google Scholar 

  23. Zhang J, Jiang H, Xie T, Zheng J, Tian Y, Li R et al (2020) Differential expression and alternative splicing of transcripts associated with cisplatin-induced chemoresistance in nasopharyngeal carcinoma. Front Genet 11:52

    PubMed  PubMed Central  Google Scholar 

  24. Hong J-S, Wu L-H, Su L, Zhang H-R, Lv W-L, Zhang W-J et al (2016) Effect of chemoradiotherapy on nutrition status of patients with nasopharyngeal cancer. Nutr Cancer 68(1):63–69

    CAS  PubMed  Google Scholar 

  25. Van Tonder E, Gardner L, Cressey S, Tydeman-Edwards R, Gerber K (2019) Adult malnutrition: prevalence and use of nutrition-related quality indicators in South African public-sector hospitals. South Afr J Clin Nutr 32(1–2):1–7

    Google Scholar 

  26. Correia MIT, Perman MI, Waitzberg DL (2017) Hospital malnutrition in Latin America: a systematic review. Clin Nutr 36(4):958–967

    PubMed  Google Scholar 

  27. Wright D (2019) Nutrition and hospital mortality, morbidity and health outcomes. In: Strategies to reduce hospital mortality in lower and middle income countries (LMICs) and resource-limited settings: IntechOpen

  28. Kobylińska M, Antosik K, Decyk A, Kurowska K (2022) Malnutrition in obesity: is it possible? Obes Facts 15(1):19–25

    PubMed  Google Scholar 

  29. Mijač DD, Janković GL, Jorga J, Krstić MN (2010) Nutritional status in patients with active inflammatory bowel disease: prevalence of malnutrition and methods for routine nutritional assessment. Eur J Intern Med 21(4):315–319

    PubMed  Google Scholar 

  30. Baek M-H, Heo Y-R (2015) Evaluation of the efficacy of nutritional screening tools to predict malnutrition in the elderly at a geriatric care hospital. Nurs Res Pract 9(6):637–643

    Google Scholar 

  31. De Van Der Schueren M, Keller H, Cederholm T, Barazzoni R, Compher C, Correia M et al (2020) Global Leadership Initiative on Malnutrition (GLIM): guidance on validation of the operational criteria for the diagnosis of protein-energy malnutrition in adults. Clinical nutrition 39(9):2872–2880

    Google Scholar 

  32. Savicka L, Salaka S, Bērziņa G (2022) Comparison of content and psychometric properties of malnutrition outcome measures: a systematic review. J Rehabil Med 54

  33. Dawed A, Mekonnen TC, Genetu M, Tadesse SE, Dewau R, Muche A et al (2022) Comparing the validity of anthropometric measurements in identifying malnutrition status of older age people in Borena district, North Central Ethiopia: a cross_sectional study. BMC Geriatr 22(1):1–10

    Google Scholar 

  34. Ng W, Collins P, Hickling D, Bell J (2019) Evaluating the concurrent validity of body mass index (BMI) in the identification of malnutrition in older hospital inpatients. Clin Nutr 38(5):2417–2422

    CAS  PubMed  Google Scholar 

  35. Campillo B, Paillaud E, Uzan I, Merlier I, Abdellaoui M, Perennec J et al (2004) Value of body mass index in the detection of severe malnutrition: influence of the pathology and changes in anthropometric parameters. Clin Nutr 23(4):551–559

    CAS  PubMed  Google Scholar 

  36. Skeie E, Tangvik RJ, Nymo LS, Harthug S, Lassen K, Viste A (2020) Weight loss and BMI criteria in GLIM’s definition of malnutrition is associated with postoperative complications following abdominal resections–results from a National Quality Registry. Clin Nutr 39(5):1593–1599

    PubMed  Google Scholar 

  37. Kondrup J, Rasmussen HH, Hamberg O, Stanga Z, Group AahEW (2003) Nutritional risk screening (NRS 2002): a new method based on an analysis of controlled clinical trials. Clin Nutr 22(3):321–336

    PubMed  Google Scholar 

  38. Vellas B, Guigoz Y, Garry PJ, Nourhashemi F, Bennahum D, Lauque S et al (1999) The Mini Nutritional Assessment (MNA) and its use in grading the nutritional state of elderly patients. Nutrition 15(2):116–122

    CAS  PubMed  Google Scholar 

  39. Cederholm T, Bosaeus I, Barazzoni R, Bauer J, Van Gossum A, Klek S et al (2015) Diagnostic criteria for malnutrition–an ESPEN consensus statement. Clin Nutr 34(3):335–340

    CAS  PubMed  Google Scholar 

  40. Santarpia L, Contaldo F, Pasanisi F (2011) Nutritional screening and early treatment of malnutrition in cancer patients. J Cachexia Sarcopenia Muscle 2(1):27–35

    PubMed  PubMed Central  Google Scholar 

  41. Stone HB, Coleman CN, Anscher MS, McBride WH (2003) Effects of radiation on normal tissue: consequences and mechanisms. Lancet Oncol 4(9):529–536

    CAS  PubMed  Google Scholar 

  42. Gaillard D, Shechtman LA, Millar SE, Barlow LA (2019) Fractionated head and neck irradiation impacts taste progenitors, differentiated taste cells, and Wnt/β-catenin signaling in adult mice. Sci Rep 9(1):1–17

    Google Scholar 

  43. Vyas P, Thakar A, Baghel M, Sisodia A, Deole Y (2010) Efficacy of Rasayana Avaleha as adjuvant to radiotherapy and chemotherapy in reducing adverse effects. Ayu 31(4):417

    PubMed  PubMed Central  Google Scholar 

  44. Mahdavi R, Faramarzi E, Mohammad-Zadeh M, Ghaeammaghami J, Jabbari MV (2007) Consequences of radiotherapy on nutritional status, dietary intake, serum zinc and copper levels in patients with gastrointestinal tract and head and neck cancer. Saudi Med J 28(3):435

    PubMed  Google Scholar 

  45. Jiang L, Huang C, Gan Y, Wu T, Tang X, Wang Y et al (2018) Radiation-induced late dysphagia after intensity-modulated radiotherapy in nasopharyngeal carcinoma patients: a dose-volume effect analysis. Sci Rep 8(1):1–8

    Google Scholar 

  46. Zhou N, Guo T, Zheng H, Pan X, Chu C, Dou X et al (2017) Apparent diffusion coefficient histogram analysis can evaluate radiation-induced parotid damage and predict late xerostomia degree in nasopharyngeal carcinoma. Oncotarget 8(41):70226

    PubMed  PubMed Central  Google Scholar 

  47. Fanetti G, Polesel J, Fratta E, Muraro E, Lupato V, Alfieri S et al (2021) Prognostic nutritional index predicts toxicity in head and neck cancer patients treated with definitive radiotherapy in association with chemotherapy. Nutrients 13(4):1277

    PubMed  PubMed Central  Google Scholar 

  48. Laurell G, Kraepelien T, Mavroidis P, Lind BK, Fernberg JO, Beckman M et al (2003) Stricture of the proximal esophagus in head and neck carcinoma patients after radiotherapy. Cancer: Interdiscip Int J Am Cancer Soc 97(7):1693–1700

    Google Scholar 

  49. Li P-J, Li K-X, Jin T, Lin H-M, Fang J-B, Yang S-Y et al (2020) Predictive model and precaution for oral mucositis during chemo-radiotherapy in nasopharyngeal carcinoma patients. Front Oncol 10:596822

    PubMed  PubMed Central  Google Scholar 

  50. Sumita Y, Minamizato T, Umebayashi M, Liu Y, Tran S, Asahina I (2014) Bone marrow–derived cell therapy for oral mucosal repair after irradiation. J Dent Res 93(8):813

    PubMed  PubMed Central  Google Scholar 

  51. Ehrsson YT, Hellström PM, Brismar K, Sharp L, Langius-Eklöf A, Laurell G (2010) Explorative study on the predictive value of systematic inflammatory and metabolic markers on weight loss in head and neck cancer patients undergoing radiotherapy. Support Care Cancer 18(11):1385–1391

    PubMed  Google Scholar 

  52. Jager-Wittenaar H, Dijkstra PU, Vissink A, Langendijk JA, van der Laan BF, Pruim J et al (2011) Changes in nutritional status and dietary intake during and after head and neck cancer treatment. Head Neck 33(6):863–870

    PubMed  Google Scholar 

  53. Guadagni M, Biolo G (2009) Effects of inflammation and/or inactivity on the need for dietary protein. Curr Opin Clin Nutr Metab Care 12(6):617–622

    CAS  PubMed  Google Scholar 

  54. Unsal D, Mentes B, Akmansu M, Uner A, Oguz M, Pak Y (2006) Evaluation of nutritional status in cancer patients receiving radiotherapy: a prospective study. Am J Clin Oncol 29(2):183–188

    PubMed  Google Scholar 

  55. Bossola M, Muscaritoli M, Valenza V, Panocchia N, Tazza L, Cascino A et al (2004) Anorexia and serum leptin levels in hemodialysis patients. Nephron Clin Pract 97(3):c76–c82

    CAS  PubMed  Google Scholar 

  56. Galindo DEB, Vidal-Casariego A, Calleja-Fernández A, Hernández-Moreno A, de la Maza BP, Pedraza-Lorenzo M et al (2017) Appetite disorders in cancer patients: impact on nutritional status and quality of life. Appetite 114:23–27

    Google Scholar 

  57. Borner T, Arnold M, Ruud J, Breit SN, Langhans W, Lutz TA et al (2017) Anorexia-cachexia syndrome in hepatoma tumour-bearing rats requires the area postrema but not vagal afferents and is paralleled by increased MIC-1/GDF15. J Cachexia Sarcopenia Muscle 8(3):417–427

    PubMed  Google Scholar 

  58. Hanisah R, Shahar S, Lee F (2012) Validation of screening tools to assess appetite among geriatric patients. J Nutr Health Aging 16(7):660–665

    CAS  PubMed  Google Scholar 

  59. Suzana S, Boon P, Chan P, Normah C (2013) Malnutrition risk and its association with appetite, functional and psychosocial status among elderly Malays in an agricultural settlement. Malays J Nutr 19(1):65–75

  60. Nho J-H, Kim SR, Kwon YS (2014) Depression and appetite: predictors of malnutrition in gynecologic cancer. Support Care Cancer 22(11):3081–3088

    PubMed  Google Scholar 

  61. Bernstein LH, Ingenbleek Y (2002) Transthyretin: its response to malnutrition and stress injury. Clin Usefulness Econ Implications 40(12):1344–1348

  62. Spiekerman AM (1993) Proteins used in nutritional assessment. Clin Lab Med 13(2):353–369

    CAS  PubMed  Google Scholar 

  63. Bernstein L, Pleban W (1996) Prealbumin in nutrition evaluation. Nutrition 12(4):255–259

    CAS  PubMed  Google Scholar 

  64. Bernstein L, Leukhardt-Fairfield C, Pleban W, Rudolph R (1989) Usefulness of data on albumin and prealbumin concentrations in determining effectiveness of nutritional support. Clin Chem 35(2):271–274

    CAS  PubMed  Google Scholar 

  65. Devoto G, Gallo F, Marchello C, Racchi O, Garbarini R, Bonassi S et al (2006) Prealbumin serum concentrations as a useful tool in the assessment of malnutrition in hospitalized patients. Clin Chem 52(12):2281–2285

    CAS  PubMed  Google Scholar 

  66. Brantley JN, Verla TD (2015) Use of placental membranes for the treatment of chronic diabetic foot ulcers. Adv Wound Care 4(9):545–559

    Google Scholar 

  67. Cao J, Xu H, Li W, Guo Z, Lin Y, Shi Y et al (2021) Nutritional assessment and risk factors associated to malnutrition in patients with esophageal cancer. Curr Probl Cancer 45(1):100638

    PubMed  Google Scholar 

  68. Zhang X, Pang L, Sharma SV, Li R, Nyitray AG, Edwards BJ (2019) Prevalence and factors associated with malnutrition in older patients with cancer. J Geriatr Oncol 10(5):763–769

    PubMed  Google Scholar 

  69. Zhang X, Zhang J, Du Y, Wu X, Chang Y, Li W et al (2022) The clinical application value of phase angle of six parts in nutritional evaluation of tumor patients. Support Care Cancer 30(10):7983–7989

    PubMed  PubMed Central  Google Scholar 

  70. Irungu CW, Oburra HO, Ochola B (2015) Prevalence and predictors of malnutrition in nasopharyngeal carcinoma. Clin Med Insights: Ear, Nose Throat 8:CMENT. S12119

    Google Scholar 

  71. Chen YJ, Chen SC, Wang CP, Fang YY, Lee YH, Lou PJ et al (2016) Trismus, xerostomia and nutrition status in nasopharyngeal carcinoma survivors treated with radiation. Eur J Cancer Care 25(3):440–448

    Google Scholar 

  72. Shu Z, Zeng Z, Yu B, Huang S, Hua Y, Jin T et al (2020) Nutritional status and its association with radiation-induced oral mucositis in patients with nasopharyngeal carcinoma during radiotherapy: a prospective study. Front Oncol 10:594687

    PubMed  PubMed Central  Google Scholar 

  73. Zhang X, Tang M, Zhang Q, Zhang K-P, Guo Z-Q, Xu H-X et al (2021) The GLIM criteria as an effective tool for nutrition assessment and survival prediction in older adult cancer patients. Clin Nutr 40(3):1224–1232

    PubMed  Google Scholar 

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Contributions

Pengpeng Wang, Kim Lam Soh, Yanping Ying, and Jinlian Liao designed the study. Xueling Huang, Huihan Zhao, Xiao Pan, and Lan Deng collected and analysed the data. Pengpeng Wang, Kim Lam Soh, Yanping Ying, Jinlian Liao, and Xiaoxia Yu prepared, drafted, and revised the manuscript. All authors reviewed the manuscript.

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Correspondence to Kim Lam Soh.

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The study was conducted in accordance with the principles of the Declaration of Helsinki and approved by the institutional review Board of the First Affiliated Hospital of Guangxi Medical University (No. 2022-KT-Gui Wei-005). All the data collected were anonymous. Participation was voluntary and all participants provided informed consent.

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Wang, P., Soh, K.L., Ying, Y. et al. Risk factors for malnutrition in patients with nasopharyngeal carcinoma. Support Care Cancer 31, 723 (2023). https://doi.org/10.1007/s00520-023-08166-8

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