Abstract

The study of anthropometric and bioimpedance parameters in assessing the physical development of patients helps to clarify the diagnosis, predict the course of the disease, and identify groups of increased risk for the development of the disease. The aim of this study was to identify anthropometric and bioimpedance metrics in patients with stomach cancer. Anthropometric and bioimpedansometric examination of 250 patients with verified gastric cancer, 123 men and 127 women was carried out. As a comparison group, the study used the results of anthropometric and bioimpedance measurements of healthy 221 men and 267 women of the same age in the Krasnoyarsk Territory population. To determine a set of anthropometric and bioimpedansometric variables, allowing to classify the observed people depending on the presence (group of patients with gastric cancer) or the absence of stomach cancer (group of healthy people), the method of discriminant analysis was applied. To test the hypothesis about the homogeneity of the covariance matrices of the compared groups, the multidimensional Box M-criterion was used. The statistical significance of the power of the discriminant function was assessed using the Wilks test. For each discriminant function, the role of its components was assessed by comparing the matrices of total variances and covariances using the F-test. Shoulder diameter for men and women, chest diameter (transverse size) for men and women, waist circumference for men, waist / hip ratio for men and women; lean mass in men, total fluid in men, fat mass in women, phase angle in men and women are statistically significantly different in the observed groups. The developed discriminant models with an accuracy of 75-77% suggest the presence of gastric cancer in patients and can be used in clinical practice at the stage of general medical examination in groups at increased risk of developing the disease.

Highlights

  • АНТРОПОМЕТРИЧЕСКИЕ И БИОИМПЕДАНСОМЕТРИЧЕСКИЕ ПОКАЗАТЕЛИ КАК ДИАГНОСТИЧЕСКИЕ ПРЕДИКТОРЫ У ПАЦИЕНТОВ С РАКОМ ЖЕЛУДКА 1Горбунова Е.А., 2Караханян А.Р., 2Янкина Я.А., 2Медведева Н.Н., 1,2Зуков Р.А

  • The study used the results of anthropometric and bioimpedance measurements of healthy 221 men and 267 women of the same age in the Krasnoyarsk Territory population

  • To determine a set of anthropometric and bioimpedansometric variables, allowing to classify the observed people depending on the presence or the absence of stomach cancer, the method of discriminant analysis was applied

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Summary

Наличие рака желудка

Каноническая корреляция, описывающая меру связи между дискриминирующей функцией и группами наблюдений, составляет 0,602, что объясняет 60,2% дисперсии исходных переменных. Коэффициенты линейных моделей дискриминантной функции, включающих в себя классификационные признаки, которые характеризуют принадлежность обследованных мужчин к группе с наличием или отсутствием рака желудка, представлены в таблице 2. Исходя из данных таблицы 2, линейная дискриминантная функция для отсутствия рака желудка выглядит следующим образом: D1=265,114+2,845x1+3,612x2-1,515x3+363,414x4+0,602x50,556x6+12,739x7. Моделирующая наличие рака желудка: D2=-242,530+2,5645x1+3,475x2-1,566x3+354,712x4+0,977x5-0,777x6+11,600x7, в которой D1 и D2– линейные дискриминантные функции; х1 – диаметр плеч, см; х2 – диаметр грудной клетки (поперечный размер), см; х3 – диаметр талии, см; х4 – соотношение таллии/бедра; х5 – тощая масса, кг; х6 – общая жидкость, кг; х7 – фазовый угол, ̊. По результатам построения ROC-кривой показатель AUC составил 0,859±0,021 (ДИ 95% 0,819-0,900; р

Нет рака желудка Наличие рака желудка n
Структурная матрица
Нет рака желудка n
Литература References
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