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Nutrición Hospitalaria

On-line version ISSN 1699-5198Print version ISSN 0212-1611

Nutr. Hosp. vol.40 n.5 Madrid Sep./Oct. 2023  Epub Feb 05, 2024

https://dx.doi.org/10.20960/nh.04638 

ORIGINAL PAPER

Quality of life and nutritional status of a group of post-operative head and neck cancer patients

Calidad de vida y estado nutricional en un grupo de pacientes tras cirugía de cáncer de cabeza y cuello

Marta Tristan-Asensi1  , performed the statistical analysis, wrote the paper, read and agreed to the published version of the manuscript; Ilaria Giangrandi2  , designed the research, wrote the paper, read and agreed to the published version of the manuscript; Lorena Sartini3  , data collection, read and agreed to the published version of the manuscript; Giuditta Pagliai1  , wrote the paper, read and agreed to the published version of the manuscript; Monica Dinu1  , wrote the paper, read and agreed to the published version of the manuscript; Sofia Lotti1  , wrote the paper, read and agreed to the published version of the manuscript; Barbara Colombini1  , critically reviewed the manuscript, read and agreed to the published version of the manuscript; Francesco Sofi1  2  , designed the research, critically reviewed the manuscript, read and agreed to the published version of the manuscript

1Department of Experimental and Clinical Medicine. University of Florence. Florence, Italy

2Unit of Clinical Nutrition. Careggi University Hospital. Florence, Italy

3Department of Health Professions. Dietary Production Line and Nutrition. Careggi University Hospital. Florence, Italy

Abstract

Introduction:

scientific evidence on the appropriate nutritional support in the treatment of post-operative head and neck cancer (HNC) patients is still limited.

Objectives:

our aim was to evaluate nutritional status and quality of life in HNC patients in post-operative phase with different nutritional support.

Methods:

fifty-four HNC patients (26 with enteral nutrition [EN] via percutaneous endoscopic gastrostomy [PEG] and 28 with oral nutrition [ON]) were included. Nutritional status was evaluated with biochemical parameters and quality of life through the European Organization for Research and Treatment of Cancer Quality of Life Questionnaire (EORTC QLQ-C30).

Results:

ON patients reported significantly (p < 0.05) lower levels of hemoglobin, lymphocytes, iron, folic acid, and vitamin D than EN patients, with greater percentage of ON patients found to be below the reference limits for hemoglobin (21.4 % vs 19.4 %), and significantly for serum iron (17.9 % vs 0 %) and vitamin D (78.6 % vs 30.8 %). Furthermore, EN patients had a better quality of life (63.8 ± 17.6) than ON (55.4 ± 20.3), although ON patients reported less symptoms related to dyspnea (-5.8 %), loss of appetite (-11.3 %) and vomiting (-23.1 %).

Conclusions:

these results suggest that the use of EN in post-operative HNC patients could have a positive effect on the nutritional status and quality of life of these patients. However, further research is needed to optimize the nutritional support in these patients in order to avoid malnutrition and improve their well-being.

Keywords: Malnutrition; Nutritional status; Cancer; Quality of life; Head and neck cancer

Resumen

Introducción:

la evidencia científica sobre el soporte nutricional más apropiado en pacientes con cáncer de cabeza y cuello (CCC) en el periodo postoperatorio es aún limitada.

Objetivos:

el objetivo de este estudio fue evaluar el estado nutricional y la calidad de vida en pacientes con CCC en el periodo postoperatorio.

Métodos:

se incluyeron 54 pacientes con CCC (26 con nutrición enteral [NE] mediante gastrostomía endoscópica percutánea [PEG] y 28 con nutrición oral NO]). El estado nutricional se evaluó mediante parámetros bioquímicos y la calidad de la vida, con el cuestionario European Organization for Research and Treatment of Cancer Quality of Life Questionnaire (EORTC QLQ-C30).

Resultados:

los pacientes con NO reportaron valores significativamente (p < 0,05) menores de hemoglobina, linfocitos, hierro sérico, ácido fólico y vitamina D respecto a los pacientes con NE, con un mayor porcentaje de pacientes con NO por debajo de los límites de referencia de hemoglobina (21,4 % vs. 19,4 %) y significativamente de hierro sérico (17,9 % vs. 0 %) y vitamina D (78,6 % vs. 30,8 %). Además, los pacientes con NE reportaron una mejor calidad de vida (63,8 ± 17,6) respecto los pacientes con NO (55,4 ± 20,3), aunque los pacientes con NO refirieron menos síntomas cómo disnea (-5,8 %), pérdida de apetito (-11,3 %) y vómitos (-23,1 %).

Conclusión:

estos resultados sugieren que el uso de NE en pacientes con HNC tras cirugía podría tener un efecto positivo sobre su estado nutricional y su calidad de vida. Sin embargo, es necesario seguir investigando para optimizar el soporte nutricional en estos pacientes a fin de evitar la desnutrición y mejorar su bienestar.

Palabras clave: Malnutrición; Estado nutricional; Cáncer; Calidad de vida; Cáncer de cabeza y cuello

INTRODUCTION

Head and neck cancer (HNC) is a broad term that includes epithelial malignancies occurring in the lip, oral cavity, pharynx, larynx, and paranasal sinuses (1). The location of the tumor, along with other factors, including the inflammatory status or the application of anticancer measures (e.g., surgery, radiotherapy, or chemotherapy) exposes HNC patients to a high risk of malnutrition (2).

The available literature suggests that malnutrition is associated with worse quality of life (3-5), an essential part of cancer treatment to maximize the patient's sense of well-being. For this reason, the European Organisation for Research and Treatment of Cancer (EORTC) designed the Quality of Life Questionnaire (EORTC QLQ-C30) as to obtain a validated tool to assess quality of life in cancer patients, taking into consideration physical, emotional, social and functional factors (6).

Despite the importance of nutritional status in HNC patients, nutritional support according to the medical treatment of the HNC is not always uniform or well-defined. The established guidelines for post-operative nutrition, including the recommendations for EN when patients are unable to achieve adequate oral intake, mainly address the early post-operative period rather than the months following surgical intervention. Information regarding the use of EN in the months following surgery, especially in HNC patients, is still limited (7).

To the best of our knowledge, no data relating the quality of life to the type of nutritional treatment of Italian HNC patients who underwent surgical intervention are available in the literature. Therefore, the aim of this cross-sectional study was to evaluate the nutritional status and the quality of life of HNC patients in the post-operative phase undergoing different nutritional support.

MATERIALS AND METHODS

STUDY POPULATION AND NUTRITIONAL ASSESSMENT

Fifty-four patients with HNC who underwent surgical intervention and were referred to the Unit of Clinical Nutrition of the Careggi University Hospital, Florence, Italy were included in this cross-sectional study. Written informed consent was obtained from all patients and the local Ethics Committee approved study. All patients underwent clinical examination, in which weight was measured with a TANITA BC-410 scale and height using a stadiometer. The body mass index (BMI) was calculated as weight (kg)/height (m2). Nutritional biochemical parameters were assessed through conventional laboratory methods. Each patient also received dietary counselling from dietitians; total energy and protein intake were calculated according to the 2021 European Society for Clinical Nutrition and Metabolism (ESPEN) guidelines on clinical nutrition in cancer, which recommends fulfilling energy requirements ranging between 25 and 30 kcal/kg/day and protein intake above 1 g/kg/day and, if possible, up to 1.5 g/kg/day. Lastly, patients answered the EORTC QLQ-C30 questionnaire evaluating their quality of life (8).

QUALITY OF LIFE ASSESSMENT

The EORTC QLQ-C30 is a validated questionnaire used in international clinical trials to assess the quality of life of cancer patients. The QLQ-C30 version 3.0 is currently the standard version of the QLQ-C30 and should be used in all new studies, unless investigators wish to maintain compatibility with an earlier version of the QLQ-C30 (9).

The validated questionnaire includes five functional scales, three symptom scales, a global health status/quality of life (QoL) scale and six single item measures. Every multi-item scale comprises a diverse set of items, with no repetition amongst scales. All scales and single-item measures have a score ranging from 0 to 100. A high score for a functional scale represents a healthier level of functioning, a high score for global health status/QoL represents better quality of life, whereas a high score for a scale/symptom item represents a higher presence of symptoms/problems.

STATISTICAL ANALYSIS

Statistical analysis was performed using the SPSS 28.0 Macintosh program. The results are expressed for parametric data as mean ± standard deviation while for non-parametric data as median and range. The Mann-Whitney test for nonparametric data was used to compare individual groups while the Chi-squared test was used to compare percentages. The values p < 0.05 were considered as statistically significant.

RESULTS

The study population comprised fifty-four patients (32 males; 22 females) with a median age of 69 (range: 57-77 years) years. All participants were clinically evaluated for the nutritional status over a median period of two months (range: 1-4) after the surgical intervention. Mean body weight at the nutritional evaluation was 61.8 ± 9.7 kg with a mean BMI of 22.4 ± 3.2 kg/m2. Five patients (9.3 %) were classified as underweight and 14 (25.9 %) as overweight. In terms of nutritional support, 26 patients (48.1 %) were fed through total EN, while the remaining (n = 28) were admitted to the nutritional evaluation only with oral nutrition (ON). ON participants received oral nutritional supplements (ONS) when dietary intake did not cover all nutritional needs. In addition, EN patients were on percutaneous endoscopic gastrostomy (PEG), due to the estimated mean time of use.

When dividing patients by type of nutritional support (ON vs EN) no significant differences were found for demographic and clinical nutrition parameters (Table I). As expected, all of the underweight patients were on EN.

Table I. Demographic and clinical characteristics of patients according to the nutritional support. 

*Data are reported as mean ± standard deviation or number and percentage (%), as appropriate.

BMI: body mass index.

NUTRITIONAL STATUS

Significant differences were found between ON and EN patients for several biochemical parameters of nutrition risk (Table II).

Table II. Laboratory values according to the nutritional support. 

Data are reported as mean ± standard deviation.

In fact, higher levels of hemoglobin, lymphocytes, iron, folic acid, and vitamin D levels were observed in EN patients with respect to those on. A higher percentage of patients on ON were found to be below the reference limits for hemoglobin and significantly for serum iron and vitamin D compared to patients on EN, indicating a better nutritional profile of patients who were undergoing an EN support (Fig. 1).

Figure 1. Percentage of patients not reaching reference values of biochemical parameters according to the nutritional support. 

QUALITY OF LIFE ASSESSMENT

The EORTC QLQ-C30 questionnaire, developed to assess the quality of life in cancer patients, was submitted to all the patients at admission. Patients on EN had a higher mean score on Global Health Status/QoL (63.8 ± 17.6) than those on ON (55.4 ± 20.3), although the difference was not significant. Furthermore, when asked “How would you rate your general health status during the last week?”, which was one of the questions used to assess global health status, significantly (p < 0.001) higher scores were found for EN patients (5.1 ± 1.3) compared to those on ON (4.1 ± 1.3). On the other hand, no significant differences were found according to the nutritional support in relation to symptom scale scores, including some highly nutrition-related symptoms such as nausea, vomiting, loss of appetite, constipation, or diarrhea. However, it is noteworthy that ON patients had lower scores, meaning less symptomatology, on the items of nausea and vomiting (4.2 ± 11.7 vs 9.0 ± 14.3), dyspnea (9.5 ± 17.8 vs 14.1 ± 23.4) and loss of appetite (15.5 ± 16.8 vs 23.1 ± 22.6) than EN patients. In fact, a higher percentage of ON patients reported having no symptoms related to dyspnea compared to EN patients (75 % vs 69.2 %) (p = 0.636), loss of appetite (53.6 % vs 42.3 %) (p = 0.407), and significantly for vomiting (100 % vs 76.9 %) (p = 0.007). Moreover, ON patients had a higher score for diarrhea (10.7 ± 25.7), in comparison with EN patients (7.7 ± 23.7) indicating that participants on EN had a lower presence of diarrhea symptoms compared to those on ON.

DISCUSSION

This is the first study conducted in HNC Italian post-operative patients aimed at evaluating nutritional status and quality of life in the post-operative phase with EN or ON support. EN patients reported higher levels of hemoglobin, lymphocytes, iron, folic acid and vitamin D than those on ON, suggesting a better nutritional status. In addition, patients on EN seem to have a better quality of life, as they had higher mean QoL scores and reported significantly higher scores for the question pertaining to general health status as compared to the ON group. However, this difference should not be evaluated in isolation as patients with ON reported less symptoms of nausea or dyspnea compared to patients with EN, although the differences found were not statistically significant.

HNC patients are at high risk of malnutrition due to several factors that may hinder food intake, commonly leading to weight loss that may be accompanied by alterations in key biochemical parameters. Malnourished patients usually present with anemia, which can increase symptoms of fatigue, weakness, dizziness and even shortness of breath (10). In our study, ON patients reported lower hemoglobin, iron and folic acid, with around 20 % showing iron levels below the reference ranges, while all patients on EN had levels within the reference range. This finding is in line with the literature, in which enteral support in patients undergoing various medical therapies (11-13) was associated with improved nutritional status. Other studies of the same context, such as that of Löser et al., revealed higher hemoglobin levels in well-nourished people with respect to malnourished HNC patients (14). Similarly, Capuano et al. found a significant correlation between weight loss, low hemoglobin values and systemic inflammation in HNC patients (15).

Another usual biochemical alteration in malnourished patients is vitamin D deficiency. In the present study, we reported that more than half of the patients had low vitamin D levels, reaching almost 80 % of patients treated with ON compared to 30 % of patients treated with EN, in line with what Orell-Kotikangas et al. (16) reported in HNC patients. Low vitamin D levels have been reported to affect efficacy of medical therapies, being involved in the immune system and acting a key role for the maintenance of optimal health status, especially in cancer patients. Hence, it is extremely important to maintain normal circulating levels. Another biochemical parameter that is often taken into account to assess nutritional status in these patients is albumin, although its efficacy is much debated in the literature as it is a parameter sensitive to inflammatory status. Despite the growing interest in albumin in HNC patients undergoing surgery due to its possible association with post-surgical complications and survival (14,17), no significant differences were observed for albumin levels between patients on EN and ON in our sample, with no patients being below reference values.

As far as quality of life is concerned, HNC patients have an impaired quality of life due to complications related to surgical and medical treatments, and the deteriorated quality of life is one of the factors that most undermines medical treatment. It is widely recognized that the nutritional status of cancer patients can influence their quality of life, being malnourished patients those with a worse quality of life (3-5). However, the scientific evidence to determine which nutritional support is most appropriate depending on the patient's treatment (chemotherapy, radiotherapy or surgery) is still limited due to the heterogeneity of the samples of the available studies. In our study of post-operative HNC patients, EN patients reported better quality of life, as measured by the total score of the EORTC QLQ-C30 questionnaire, than patients with ON, although the difference was not statistically significant. This finding is in line with other previous studies, such as that of Van Bokhorst-de Van der Schuer et al., who reported that EN improved the quality of life of HNC patients despite they have included only severely malnourished patients who began EN support in the pre-operative period (18). But in contrast, Rogers et al. reported a worse quality of life associated with long-term use of EN in HNC survivors who had previously undergone surgery (19). With regard to the results of items relating symptoms, a lower percentage of ON patients experienced nausea and vomiting, dyspnea and loss of appetite as compared to EN patients. Such reduced reporting of symptoms can be explained, for nausea and vomiting, to a lack of tolerance to EN or continuous EN for several hours, these being the most common side effects of this type of nutritional support (20), and for dyspnea, by the possible association with another clinical condition such as dysphagia in patients with EN compared to those receiving ON, despite not all the available studies are in accordance with this hypothesis (14,21,22).

The study has several limitations that need to be taken into account. First, this is an observational study in which only one measurement of exposure and outcome was made, so it does not allow us to infer causality or rule out residual confounding factors, nor can we rule out the probability of chance findings. Second, our sample comprised a limited number of subjects and needs to be expanded. In addition, important factors that could influence the main results, such as body composition, type of treatment or other risk factors related to HNC were not considered. However, the present study has the strength of having included all HNC patients who underwent surgery after diagnosis of cancer and may provide new evidence on the most appropriate method of nutritional support in the post-operative period for these patients, although further research is needed to optimize nutritional support in these patients.

CONCLUSION

In conclusion, although the use of EN should be evaluated in each patient due to possible side effects or complications, especially in case of long-term use, our study suggests that in post-operative HNC patients the use of EN could have a positive effect on the nutritional status and quality of life of these patients. Considering malnutrition as an important factor for the well-being of these patients, more research is needed to better understand the optimal nutritional support for HNC patients in the post-operative phase.

Ethics statement:

All procedures involving human subjects were approved by the Ethics Committee of the University of Florence, Italy. Informed consent was obtained from all subjects involved in the study.

REFERENCES

1. Pfister DG, Spencer S, Adelstein D, Adkins D, Anzai Y, Brizel DM, et al. Head and Neck Cancers, version 2.2020, NCCN Clinical Practice Guidelines in Oncology. J Natl Compr Canc Netw 2020;18(7):873-98. DOI: 10.6004/jnccn.2020.0031 [ Links ]

2. Alshadwi A, Nadershah M, Carlson ER, Young LS, Burke PA, Daley BJ. Nutritional considerations for head and neck cancer patients: a review of the literature. J Oral Maxillofac Surg 2013;71(11):1853-60. DOI: 10.1016/j.joms.2013.04.028 [ Links ]

3. Mulasi U, Vock DM, Jager-Wittenaar H, Teigen L, Kuchnia AJ, Jha G, et al. Nutrition status and health-related quality of life among outpatients with advanced head and neck cancer. Nutr Clin Pract 2020;35(6):1129-37. DOI: 10.1002/ncp.10476 [ Links ]

4. Silander E, Nyman J, Bove M, Johansson L, Larsson S, Hammerlid E. Impact of prophylactic percutaneous endoscopic gastrostomy on malnutrition and quality of life in patients with head and neck cancer: a randomized study. Head Neck 2012;34(1):1-9. DOI: 10.1002/hed.21700 [ Links ]

5. Löser A, Avanesov M, Thieme A, Gargioni E, Baehr A, Hintelmann K, et al. Nutritional status impacts quality of life in head and neck cancer patients undergoing (chemo)radiotherapy: results from the prospective HEADNUT trial. Nutr Cancer 2022;74(8):2887-95. DOI: 10.1080/01635581.2022.2042571 [ Links ]

6. Aaronson NK, Ahmedzai S, Bergman B, Bullinger M, Cull A, Duez NJ, et al. The European Organization for Research and Treatment of Cancer QLQ-C30: a quality-of-life instrument for use in international clinical trials in oncology. J Natl Cancer Inst 1993;85(5):365-76. DOI: 10.1093/jnci/85.5.365 [ Links ]

7. Zhang Y, Tan S, Wu G. ESPEN practical guideline: clinical nutrition in surgery. Clin Nutr 2021;40(7):4745-61. DOI: 10.1016/j.clnu.2021.03.031 [ Links ]

8. Muscaritoli M, Arends J, Bachmann P, Baracos V, Barthelemy N, Bert H, et al. ESPEN practical guideline: clinical nutrition in cancer. Clin Nutr 2021;40(5):2898-913. DOI: 10.1016/j.clnu.2021.02.005 [ Links ]

9. Bjordal K, De Graeff A, Fayers PM, Hammerlid E, van Pottelsberghe C, Curran D, et al. A 12 country field study of the EORTC QLQ-C30 (version 3.0) and the head and neck cancer specific module (EORTC QLQ-H&N35) in head and neck patients. EORTC Quality of Life Group. Eur J Cancer 2000;36(14):1796-807. DOI: 10.1016/S0959-8049(00)00186-6 [ Links ]

10. Eytan DF, Blackford AL, Eisele DW, Fakhry C. Prevalence of comorbidities among older head and neck cancer survivors in the United States. Otolaryngol Head Neck Surg 2019;160(1):85-92. DOI: 10.1177/0194599818796163 [ Links ]

11. Jeffery E, Sherriff J, Langdon C. A clinical audit of the nutritional status and need for nutrition support amongst head and neck cancer patients treated with radiotherapy. Australas Med J 2012;5(1):8-13. DOI: 10.4066/AMJ.2012.910 [ Links ]

12. Odelli C, Burgess D, Bateman L, Hughes A, Ackland S, Gillies J, et al. Nutrition support improves patient outcomes, treatment tolerance and admission characteristics in oesophageal cancer. Clin Oncol (R Coll Radiol) 2005;17(8):639-45. DOI: 10.1016/j.clon.2005.03.015 [ Links ]

13. Piquet MA, Ozsahin M, Larpin I, Zouhair A, Coti P, Monney M, et al. Early nutritional intervention in oropharyngeal cancer patients undergoing radiotherapy. Support Care Cancer 2002;10(6):502-4. DOI: 10.1007/s00520-002-0364-1 [ Links ]

14. Löser A, Abel J, Kutz LM, Krause L, Finger A, Greinert F, et al. Head and neck cancer patients under (chemo-radiotherapy undergoing nutritional intervention: results from the prospective randomized HEADNUT-trial. Radiother Oncol 2021;159:82-90. DOI: 10.1016/j.radonc.2021.03.019 [ Links ]

15. Capuano G, Gentile PC, Bianciardi F, Tosti M, Palladino A, Di Palma M. Prevalence and influence of malnutrition on quality of life and performance status in patients with locally advanced head and neck cancer before treatment. Support Care Cancer 2010;18(4):433-7. DOI: 10.1007/s00520-009-0681-8 [ Links ]

16. Orell-Kotikangas H, Schwab U, Österlund P, Saarilahti K, Mäkitie O, Mäkitie AA. High prevalence of vitamin D insufficiency in patients with head and neck cancer at diagnosis. Head Neck 2012;34(10):1450-5. DOI: 10.1002/hed.21954 [ Links ]

17. Danan D, Shonka DC Jr, Selman Y, Chow Z, Smolkin ME, Jameson MJ. Prognostic value of albumin in patients with head and neck cancer. Laryngoscope 2016;126(7):1567-71. DOI: 10.1002/lary.25877 [ Links ]

18. Van Bokhorst-de van der Schuer MA, Langendoen SI, Vondeling H, Kuik DJ, Quak JJ, van Leeuwen PA. Perioperative enteral nutrition and quality of life of severely malnourished head and neck cancer patients:a randomized clinical trial. Clin Nutr 2000;19(6):437-44. DOI: 10.1054/clnu.2000.0148 [ Links ]

19. Rogers SN, Thomson R, O'Toole P, Lowe D. Patients experience with long-term percutaneous endoscopic gastrostomy feeding following primary surgery for oral and oropharyngeal cancer. Oral Oncol 2007;43(5):499-507. DOI: 10.1016/j.oraloncology.2006.05.002 [ Links ]

20. Jordan S, Philpin S, Warring J, Cheung WY, Williams J. Percutaneous endoscopic gastrostomies: the burden of treatment from a patient perspective. J Adv Nurs 2006;56(3):270-81. DOI: 10.1111/j.1365-2648.2006.04006.x [ Links ]

21. Corry J, Poon W, McPhee N, Milner AD, Cruickshank D, Porceddu SV, et al. Randomized study of percutaneous endoscopic gastrostomy versus nasogastric tubes for enteral feeding in head and neck cancer patients treated with (chemo) radiation. J Med Imaging Radiat Oncol 2008;52(5):503-10. DOI: 10.1111/j.1440-1673.2008.02003.x [ Links ]

22. Mekhail TM, Adelstein DJ, Rybicki LA, Larto MA, Saxton JP, Lavertu P. Enteral nutrition during the treatment of head and neck carcinoma: is a percutaneous endoscopic gastrostomy tube preferable to a nasogastric tube? Cancer 2001;91(9):1785-90. DOI: 10.1002/1097-0142(20010501)91:9<1785::AID-CNCR1197>3.0.CO;2-1 [ Links ]

Tristan Asensi M, Giangrandi I, Sartini L, Pagliai G, Dinu M, Lotti S, Colombini B, Sofi F. Quality of life and nutritional status of a group of post-operative head and neck cancer patients. Nutr Hosp 2023;40(5):919-923

Received: February 10, 2023; Accepted: March 23, 2023

Correspondence: Marta Tristan Asensi. Department of Experimental and Clinical Medicine. University of Florence. Largo Brambilla, 3. 50134 Florence, Italy e-mail: marta.tristanasensi@unifi.it

Conflict of interest:

the authors declare no conflict of interest.

Author contributions:

FS and IG designed the research. LS contributed to data collection. MTA performed the statistical analysis. MTA, GP, MD, IG and SL wrote the paper. BC and FS critically reviewed the manuscript. All authors have read and agreed to the published version of the manuscript.

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