Malnutrition-Related Liver Steatosis, CONUT Score and Poor Clinical Outcomes in an Internal Medicine Department
Abstract
:1. Introduction
2. Materials and Methods
2.1. Patients
2.2. Evaluation of Liver Steatosis
2.3. Calculations
2.4. Statistical Analysis
2.5. Ethics
3. Results
3.1. Baseline Characteristics, Medical History, and Comorbidities of the Patients
3.2. Multinomial Logistic Regression Analysis to Assess the Association of CONUT Score to Each Steatosis Group
3.3. Clinical Outcomes According to Steatosis Groups
3.4. Subgroup Analysis for the Primary Outcome Measure
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Lim, S.L.; Ong, K.C.B.; Chan, Y.H.; Loke, W.C.; Ferguson, M.; Daniels, L. Malnutrition and its impact on cost of hospitalization, length of stay, readmission and 3-year mortality. Clin. Nutr. 2012, 31, 345–350. [Google Scholar] [CrossRef]
- Cederholm, T.; Barazzoni, R.; Austin, P.; Ballmer, P.; Biolo, G.; Bischoff, S.C.; Compher, C.; Correia, I.; Higashiguchi, T.; Holst, M.; et al. ESPEN guidelines on definitions and terminology of clinical nutrition. Clin. Nutr. 2017, 36, 49–64. [Google Scholar] [CrossRef] [PubMed]
- Barker, L.A.; Gout, B.S.; Crowe, T.C. Hospital Malnutrition: Prevalence, Identification and Impact on Patients and the Healthcare System. Int. J. Environ. Res. Public Health 2011, 8, 514–527. [Google Scholar] [CrossRef] [PubMed]
- Dent, E.; Hoogendijk, E.O.; Visvanathan, R.; Wright, O.R.L. Malnutrition Screening and Assessment in Hospitalised Older People: A Review. J. Nutr. Health Aging 2019, 23, 431–441. [Google Scholar] [CrossRef]
- Veraldi, S.; Pietrobattista, A.; Liccardo, D.; Basso, M.S.; Mosca, A.; Alterio, T.; Cardile, S.; Benedetti, S.; Della Corte, C.; Candusso, M. Fat soluble vitamins deficiency in pediatric chronic liver disease: The impact of liver transplantation. Dig. Liver Dis. 2020, 52, 308–313. [Google Scholar] [CrossRef]
- Ullah, R.; Rauf, N.; Nabi, G.; Ullah, H.; Shen, Y.; Zhou, Y.-D.; Fu, J. Role of Nutrition in the Pathogenesis and Prevention of Non-alcoholic Fatty Liver Disease: Recent Updates. Int. J. Biol. Sci. 2019, 15, 265–276. [Google Scholar] [CrossRef]
- Allen, L. Guidelines on Food Fortification with Micronutrients; World Health Organization: Geneva, Switzerland; Food and Agriculture Organization of the United Nations: Rome, Italy, 2006. [Google Scholar]
- Starekova, J.; Hernando, D.; Pickhardt, P.J.; Reeder, S.B. Quantification of Liver Fat Content with CT and MRI: State of the Art. Radiology 2021, 301, 250–262. [Google Scholar] [CrossRef]
- Chalasani, N.; Younossi, Z.; LaVine, J.E.; Charlton, M.; Cusi, K.; Rinella, M.; Harrison, S.A.; Brunt, E.M.; Sanyal, A.J. The diagnosis and management of nonalcoholic fatty liver disease: Practice guidance from the American Association for the Study of Liver Diseases. Hepatology 2018, 67, 328–357. [Google Scholar] [CrossRef] [PubMed]
- Cederholm, T.; Bosaeus, I.; Barazzoni, R.; Bauer, J.; Van Gossum, A.; Klek, S.; Muscaritoli, M.; Nyulasi, I.; Ockenga, J.; Schneider, S.; et al. Diagnostic criteria for malnutrition—An ESPEN Consensus Statement. Clin. Nutr. 2015, 34, 335–340. [Google Scholar] [CrossRef]
- De Ulíbarri, J.I.; González-Madroño, A.; de Villar, N.G.; González, P.; González, B.; Mancha, A.; Rodríguez, F.; Fernández, G. CONUT: A tool for controlling nutritional status. First validation in a hospital population. Nutr. Hosp. 2005, 20, 38–45. [Google Scholar]
- Miano, N.; Di Marco, M.; Alaimo, S.; Coppolino, G.; L’episcopo, G.; Leggio, S.; Scicali, R.; Piro, S.; Purrello, F.; Di Pino, A. Controlling Nutritional Status (CONUT) Score as a Potential Prognostic Indicator of In-Hospital Mortality, Sepsis and Length of Stay in an Internal Medicine Department. Nutrients 2023, 15, 1554. [Google Scholar] [CrossRef] [PubMed]
- Wada, H.; Dohi, T.; Miyauchi, K.; Doi, S.; Konishi, H.; Naito, R.; Tsuboi, S.; Ogita, M.; Kasai, T.; Okazaki, S.; et al. Prognostic impact of nutritional status assessed by the Controlling Nutritional Status score in patients with stable coronary artery disease undergoing percutaneous coronary intervention. Clin. Res. Cardiol. 2017, 106, 875–883. [Google Scholar] [CrossRef] [PubMed]
- Li, W.; Li, M.; Wang, T.; Ma, G.; Deng, Y.; Pu, D.; Liu, Z.; Wu, Q.; Liu, X.; Zhou, Q. Controlling Nutritional Status (CONUT) score is a prognostic factor in patients with resected breast cancer. Sci. Rep. 2020, 10, 6633. [Google Scholar] [CrossRef] [PubMed]
- Inker, L.A.; Eneanya, N.D.; Coresh, J.; Tighiouart, H.; Wang, D.; Sang, Y.; Crews, D.C.; Doria, A.; Estrella, M.M.; Froissart, M.; et al. New Creatinine- and Cystatin C–Based Equations to Estimate GFR without Race. N. Engl. J. Med. 2021, 385, 1737–1749. [Google Scholar] [CrossRef] [PubMed]
- Barbar, S.; Noventa, F.; Rossetto, V.; Ferrari, A.; Brandolin, B.; Perlati, M.; DE Bon, E.; Tormene, D.; Pagnan, A.; Prandoni, P. A risk assessment model for the identification of hospitalized medical patients at risk for venous thromboembolism: The Padua Prediction Score. J. Thromb. Haemost. 2010, 8, 2450–2457. [Google Scholar] [CrossRef] [PubMed]
- Hanachi, M.; Melchior, J.C.; Crenn, P. Hypertransaminasemia in severely malnourished adult anorexia nervosa patients: Risk factors and evolution under enteral nutrition. Clin. Nutr. 2013, 32, 391–395. [Google Scholar] [CrossRef]
- Jones, S.C.; Pieri, L.F.; Losowsky, M.S. Abnormalities of liver function in severe anorexia nervosa. Eur. Eat. Disorders Rev. 1999, 7, 28–36. [Google Scholar] [CrossRef]
- Cavicchi, M.; Beau, P.; Crenn, P.; Degott, C.; Messing, B. Prevalence of Liver Disease and Contributing Factors in Patients Receiving Home Parenteral Nutrition for Permanent Intestinal Failure. Ann. Intern. Med. 2000, 132, 525–532. [Google Scholar] [CrossRef] [PubMed]
- Anandacoomarasamy, A.; Caterson, I.; Sambrook, P.; Fransen, M.; March, L. The impact of obesity on the musculoskeletal system. Int. J. Obes. 2008, 32, 211–222. [Google Scholar] [CrossRef]
- McNeice, A.; Scott, R.; Rafferty, G.P.; Cash, W.J.; Turner, G.B. The hepatobiliary complications of malnutrition and nutritional support in adults. Ir. J. Med. Sci. 2018, 188, 109–117. [Google Scholar] [CrossRef]
- Shah, N.D.; Barritt, A.S. Nutrition as Therapy in Liver Disease. Clin. Ther. 2022, 44, 682–696. [Google Scholar] [CrossRef] [PubMed]
- Petermann-Rocha, F.; Carrasco-Marin, F.; Boonpor, J.; Parra-Soto, S.; Shannon, O.; Malcomson, F.; Phillips, N.; Jain, M.; Deo, S.; Livingstone, K.M.; et al. Association of five diet scores with severe NAFLD incidence: A prospective study from UK Biobank. Diabetes Obes. Metab. 2024, 26, 860–870. [Google Scholar] [CrossRef] [PubMed]
- Piccirillo, F.; Miano, N.; Goffredo, C.; Nusca, A.; Mangiacapra, F.; Khazrai, Y.M.; De Gara, L.; Ussia, G.P.; Grigioni, F. Impact of Mediterranean diet on metabolic and inflammatory status of patients with polyvascular atherosclerotic disease. Nutr. Metab. Cardiovasc. Dis. 2022, 32, 117–124. [Google Scholar] [CrossRef] [PubMed]
- Matsui, M.; Asai, A.; Ushiro, K.; Onishi, S.; Nishikawa, T.; Ohama, H.; Tsuchimoto, Y.; Kim, S.K.; Nishikawa, H. Prognostic Nutritional Index Correlates with Liver Function and Prognosis in Chronic Liver Disease Patients. Diagnostics 2023, 14, 49. [Google Scholar] [CrossRef] [PubMed]
- Lieber, C.S. Relationships between nutrition, alcohol use, and liver disease. Alcohol. Res. Health 2003, 27, 220–231. [Google Scholar] [PubMed]
- Traub, J.; Reiss, L.; Aliwa, B.; Stadlbauer, V. Malnutrition in Patients with Liver Cirrhosis. Nutrients 2021, 13, 540. [Google Scholar] [CrossRef] [PubMed]
- Koretz, R.L.; Avenell, A.; Lipman, T.O. Nutritional support for liver disease. Cochrane Database Syst. Rev. 2012, 5, CD008344. [Google Scholar] [CrossRef]
- Kawaguchi, T.; Charlton, M.; Kawaguchi, A.; Yamamura, S.; Nakano, D.; Tsutsumi, T.; Zafer, M.; Torimura, T. Effects of Mediterranean Diet in Patients with Nonalcoholic Fatty Liver Disease: A Systematic Review, Meta-Analysis, and Meta-Regression Analysis of Randomized Controlled Trials. Semin. Liver Dis. 2021, 41, 225–234. [Google Scholar] [CrossRef]
Mild Steatosis (n = 82) | Moderate Steatosis (n = 82) | Severe Steatosis (n = 83) | |
---|---|---|---|
Age, years | 71.9 ± 16.2 | 72.2 ± 14.4 | 71.9 ± 14.4 |
Sex, female % | 51.2 | 45.1 | 27 * |
Drugs in home therapy, n | 6.2 ± 5.1 | 5.3 ± 3.9 | 6.2 ± 4.1 |
VTE risk (Padua Score) | 3.6 ± 1.8 | 3.3 ± 1.9 | 4.2 ± 1.7 † |
SBP, mmHg | 123.5 ± 18.3 | 126.2 ± 23.0 | 127.6 ± 18.8 |
DBP, mmHg | 69.1± 11.8 | 70.7 ± 10.7 | 71.7± 10.0 |
CONUT score | 5.0 ± 3.0 | 5.9 ± 2.7 | 6.2 ± 2.9 *,† |
Mean liver density, HUs | 61.5 ± 5.4 | 52.9 ± 1.8 | 43.6 ± 4.9 |
Fasting Glucose, mg/dL | 111.1 ± 46.9 | 110.1± 46.6 | 105.4 ± 51.0 |
Urea mg/dL | 62.0 ± 43.0 | 67.9 ± 59.1 | 62.5 ± 50.7 |
eGFR, mL/min/1.73 m2 | 68.8 ± 33.9 | 67.4 ± 31.3 | 70.1 ± 31.6 |
Albumin, g/dL | 3.2 ± 0.6 | 3.0 ± 0.6 * | 2.9 ± 0.6 * |
Total bilirubin, mg/dL | 0.9 ± 0.7 | 1.3± 2.3 | 1.6 ± 2.4 |
AST, UI/L | 23.5 (19–37) | 20 (15–31) | 27 (19–47) † |
ALT, UI/L | 15 (10–37) | 14 (6–28) | 18 (8–29) |
GGT UI/L | 29 (18–44) | 37 (18–77) | 34 (20–111) |
ALP UI/L | 70 (58.2–86) | 74.5 (60–115) | 74 (61–122) |
NT-proBNP > 260 pg/mL, % | 35.3 | 18.2 | 13.5 |
hs-CRP > 0.5 mg/dL, % | 80.5 | 88.5 | 79 *,† |
Procalcitonin > 0.5 µg/L, % | 23.5 | 26.0 | 32.4 |
WBC, 103/µL | 9.4 ± 4.9 | 8.9 ± 4.1 | 11.4 ± 10.2 |
Neutrophils, 103/µL | 7.1 ± 4.7 | 6.4 ± 3.8 | 8.7 ± 8.6 |
Lymphocites, 103/µL | 1.5 ± 1.6 | 1.4 ± 0.8 | 1.5 ± 1.3 |
Platelets, 103/µL | 249.5 ± 122.5 | 225.8 ± 113.0 | 227.9 ± 119.5 |
HB, g/dL | 11.4 ± 2.7 | 10.7 ± 1.8 | 10.9 ± 2.2 |
INR | 1.3 ± 0.2 | 1.3 ± 0.2 | 1.4 ± 06 |
Total cholesterol, mg/dL | 150.9 ± 42.1 | 147.5 ± 52.3 | 140.3 ± 59.3 |
LDL cholesterol, mg/dL | 89.5 ± 36.6 | 91.2 ± 43.2 | 87.3 ± 55.8 |
HDL cholesterol, mg/dL | 36.9 ± 15.5 | 32.8 ± 13.6 * | 25.7 ± 13.6 *,† |
Triglycerides, mg/dL | 113 (81–142) | 118 (92–154) | 111 (78–159) |
Mild Steatosis (n = 82) | Moderate Steatosis (n = 82) | Severe Steatosis (n = 83) | |
---|---|---|---|
Cardiovascular disease, % | 67.9 | 75 | 64.5 |
History of stroke, % | 2.7 | 4.6 | 11.3 |
COPD, % | 27.5 | 29.1 | 28.8 |
Diabetes mellitus, % | 29.6 | 26.6 | 32.5 |
CKD, % | 21.0 | 25.6 | 22.7 |
Neoplasms, % | 24.7 | 36.6 | 40.5 * |
MDR germs isolation, % | 15.8 | 15.6 | 20.4 |
Patient needing blood transfusions, % | 15.8 | 15.6 | 27.3 |
Mild Steatosis (n = 82) | Moderate Steatosis (n = 82) | Severe Steatosis (n = 83) | |
---|---|---|---|
In-hospital mortality, % | 15.5 | 17.7 | 18.2 |
Length of in-hospital stay >12 days, % | 45.5 | 43 | 44.6 |
Diagnosis of sepsis, % | 38.7 | 42.1 | 31.6 |
Independent Variables | Coefficient β | p |
---|---|---|
Age | −0.07 | n.s. |
Male sex | −0.08 | n.s. |
Cardiovascular disease | 0.09 | n.s. |
History of stroke | −0.19 | 0.03 |
COPD | 0.12 | n.s. |
Diabetes mellitus | −0.13 | n.s. |
CKD | 0.04 | n.s. |
Neoplasms | −0.07 | n.s. |
CONUT score | −0.26 | 0.01 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Miano, N.; Todaro, G.; Di Marco, M.; Scilletta, S.; Bosco, G.; Di Giacomo Barbagallo, F.; Scicali, R.; Piro, S.; Purrello, F.; Di Pino, A. Malnutrition-Related Liver Steatosis, CONUT Score and Poor Clinical Outcomes in an Internal Medicine Department. Nutrients 2024, 16, 1925. https://doi.org/10.3390/nu16121925
Miano N, Todaro G, Di Marco M, Scilletta S, Bosco G, Di Giacomo Barbagallo F, Scicali R, Piro S, Purrello F, Di Pino A. Malnutrition-Related Liver Steatosis, CONUT Score and Poor Clinical Outcomes in an Internal Medicine Department. Nutrients. 2024; 16(12):1925. https://doi.org/10.3390/nu16121925
Chicago/Turabian StyleMiano, Nicoletta, Giorgia Todaro, Maurizio Di Marco, Sabrina Scilletta, Giosiana Bosco, Francesco Di Giacomo Barbagallo, Roberto Scicali, Salvatore Piro, Francesco Purrello, and Antonino Di Pino. 2024. "Malnutrition-Related Liver Steatosis, CONUT Score and Poor Clinical Outcomes in an Internal Medicine Department" Nutrients 16, no. 12: 1925. https://doi.org/10.3390/nu16121925
APA StyleMiano, N., Todaro, G., Di Marco, M., Scilletta, S., Bosco, G., Di Giacomo Barbagallo, F., Scicali, R., Piro, S., Purrello, F., & Di Pino, A. (2024). Malnutrition-Related Liver Steatosis, CONUT Score and Poor Clinical Outcomes in an Internal Medicine Department. Nutrients, 16(12), 1925. https://doi.org/10.3390/nu16121925