Prognostication of non-alcoholic fatty liver disease in people of young age


DOI: https://dx.doi.org/10.18565/therapy.2024.2.26-31

Pankova E.D., Chulkov V.S., Ektova N.A.

1) South Ural State Medical University of the Ministry of Healthcare of Russia, Chelyabinsk; 2) Yaroslaw-the-Wise Novgorod State University, Veliky Novgorod
Abstract. Most people with non-alcoholic fatty liver disease (NAFLD), especially young persons, have no symptoms, so screening at the early stage of the disease is very important.
The aim: to develop a model for NAFLD prediction in young adults.
Material and methods. The “case – control” study included 100 patients, divided into two groups: group 1 (“cases”) – individuals with NAFLD (n = 50); group 2 (“controls”) – individuals without NAFLD (n = 50). All of them underwent clinical examination, questionnaires, and laboratory and instrumental research.
Results. Among the cardiometabolic risk factors in NAFLD patients, impaired fasting hyperglycemia, abdominal obesity and hyperuricemia were detected more often than in the control group. Also in group 1 of the study, the highest concentrations of leptin, type 1 plasminogen activator inhibitor and lipoprotein (a) were observed. Body composition in individuals with NAFLD was characterized by a higher content of total and visceral fat. Using logistic regression method, a screening model for assessing the probability of NAFLD presence in young male and female patients was developed. It included 4 parameters: age, gender, visceral fat content and serum lipoprotein (a) concentration. ROC curve was used to build the model. The area under the ROC-curve (AUC) of the model was 0.89 (sensitivity – 0.80, specificity – 0.82).
Conclusion. Obtained prognostic model is aimed at the performing of screening diagnosis of NAFLD in young individuals, including asymptomatic patients, with the aim of timely detection and correction of the disease at early stages.

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About the Autors


Ekaterina D. Pankova, MD, postgraduate student of the Department of faculty therapy, South Ural State Medical University of the Ministry of Healthcare of Russia. Address: 454092, Chelyabinsk, 64 Vorovskogo St.
E-mail: katerinachelsma@yandex.ru
ORCID: https://orcid.org/0000-0002-6301-7630
Vasily S. Chulkov, MD, Dr. Sci. (Medicine), professor of the Department of internal diseases, Yaroslaw-the-Wise Novgorod State University. Address: 173003, Veliky Novgorod, 41 Bolshaya St.Petersburgskaya St.
E-mail: vschulkov@rambler.ru
ORCID: https://orcid.org/0000-0002-0952-6856
Natalya A. Ektova, MD, PhD (Medicine), associate professor of the Department of faculty therapy, South Ural State Medical University of the Ministry of Healthcare of Russia. Address: 454092, Chelyabinsk, 64 Vorovskogo St.
E-mail: Ektnachel@mail.ru
ORCID: https://orcid.org/0000-0002-4416-0853


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