HIV diagnosis in Russia: evaluation of effectiveness and prospects

Q4 Medicine
E. B. Tsybikova, M. Yu. Kotlovskiy, S. O. Fadeeva, P. A. Fadeev
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The Pandas software library (1.5.3) was used for data processing and analysis, compilation and work with a structured dataset. The statistical function module Scipy (1.9.3) was used to find correlation coefficients by the Pearson, Spearman and t-Kendall method. Scikit-learn (1.0.2) and Statsmodels (0.13.5) software libraries were used to build a trend line and find linear regression coefficients. Results and discussion . In Russia in 2016–2022, there was an annual increase in the proportion of the population covered by a survey aimed at timely diagnosis of HIV infection among the population. However, this did not lead to an increase in the number of identified patients with HIV infection, the proportion of which decreased and in 2022 reached 0.11% among the total number of examined persons (in 2016 — 0.23%). The current situation was caused by a decrease in the incidence of HIV infection in 2017–2022 by 1.5 times — from 52.8 to 34.7 per 100,000 population. As a result, in order to identify one patient with HIV infection, an increasing number of healthy individuals had to be examined, which led to an increase in the economic costs for diagnosing HIV infection in one patient. Among the examined persons there was an extremely low proportion of persons from key risk groups, which averaged 2.3% in 2018–2022, and the proportion of identified patients among them in 2022, on the contrary, reached 24.1% of their total number. As a result, it became necessary to make changes to the existing strategy aimed at expanding the coverage of the Russian population with a survey for the diagnosis of HIV infection. The results of the study showed that the increase in the coverage of the population by the survey was justified only in those 15 subjects of the Russian Federation in which coverage was low and did not correspond to the growth rate of the number of identified patients with HIV infection, which increased the risk of late detection of patients with HIV infection, when they independently applied to medical organizations with clinical manifestations of the disease. In the same 8 subjects of the Russian Federation, in which the survey coverage was excessive and did not lead to a proportional increase in the number of identified patients with HIV infection, there was a need to optimize organizational approaches to conducting annual surveys, and to intensify measures aimed at attracting, first of all, persons from key high-risk groups to voluntary screening HIV infection, as well as persons who were in direct contact with them. Conclusion . In recent years, in Russia, the annual increase in the proportion of the population examined for timely diagnosis of HIV infection has not led to an increase in the proportion of identified patients with HIV infection, especially in those subjects of the Russian Federation in which the incidence of HIV infection was at a low level and did not exceed 20 per 100 thousand population. In these subjects of the Russian Federation, an increase in the coverage of the population by the survey is economically unprofitable due to the multiplying costs of its implementation. 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Abstract

Aim . To study the effectiveness of measures aimed at timely diagnosis of HIV infection in Russia and the subjects of the Russian Federation for the period from 2016 to 2022. Materials and methods . Information from Rosstat forms No. 4 and No. 61 for 2016–2022 and data on the population of Russia. To search for correlations between the indicators characterizing the number of persons covered by the survey and the number of identified patients with HIV infection, data from 85 subjects of Russia for 2016–2021 were used. Statistical analysis was carried out using the Statistica 10.0 program. To work with data from 85 subjects of Russia for the period from 2016 to 2021, the Jupiter Notebook interactive computing environment (6.5.2) was used. The Pandas software library (1.5.3) was used for data processing and analysis, compilation and work with a structured dataset. The statistical function module Scipy (1.9.3) was used to find correlation coefficients by the Pearson, Spearman and t-Kendall method. Scikit-learn (1.0.2) and Statsmodels (0.13.5) software libraries were used to build a trend line and find linear regression coefficients. Results and discussion . In Russia in 2016–2022, there was an annual increase in the proportion of the population covered by a survey aimed at timely diagnosis of HIV infection among the population. However, this did not lead to an increase in the number of identified patients with HIV infection, the proportion of which decreased and in 2022 reached 0.11% among the total number of examined persons (in 2016 — 0.23%). The current situation was caused by a decrease in the incidence of HIV infection in 2017–2022 by 1.5 times — from 52.8 to 34.7 per 100,000 population. As a result, in order to identify one patient with HIV infection, an increasing number of healthy individuals had to be examined, which led to an increase in the economic costs for diagnosing HIV infection in one patient. Among the examined persons there was an extremely low proportion of persons from key risk groups, which averaged 2.3% in 2018–2022, and the proportion of identified patients among them in 2022, on the contrary, reached 24.1% of their total number. As a result, it became necessary to make changes to the existing strategy aimed at expanding the coverage of the Russian population with a survey for the diagnosis of HIV infection. The results of the study showed that the increase in the coverage of the population by the survey was justified only in those 15 subjects of the Russian Federation in which coverage was low and did not correspond to the growth rate of the number of identified patients with HIV infection, which increased the risk of late detection of patients with HIV infection, when they independently applied to medical organizations with clinical manifestations of the disease. In the same 8 subjects of the Russian Federation, in which the survey coverage was excessive and did not lead to a proportional increase in the number of identified patients with HIV infection, there was a need to optimize organizational approaches to conducting annual surveys, and to intensify measures aimed at attracting, first of all, persons from key high-risk groups to voluntary screening HIV infection, as well as persons who were in direct contact with them. Conclusion . In recent years, in Russia, the annual increase in the proportion of the population examined for timely diagnosis of HIV infection has not led to an increase in the proportion of identified patients with HIV infection, especially in those subjects of the Russian Federation in which the incidence of HIV infection was at a low level and did not exceed 20 per 100 thousand population. In these subjects of the Russian Federation, an increase in the coverage of the population by the survey is economically unprofitable due to the multiplying costs of its implementation. An increase in the coverage of the population by the survey is justified only in those regions of the Russian Federation where the high incidence of HIV infection remains, exceeding 50 per 100 thousand population.
俄罗斯艾滋病毒诊断:有效性评价和前景
的目标。研究2016年至2022年期间俄罗斯和俄罗斯联邦受试者及时诊断艾滋病毒感染措施的有效性。材料和方法。来自俄罗斯统计局2016-2022年第4号和第61号表格以及俄罗斯人口数据的信息。为了寻找表征调查所涵盖人数的指标与确定的艾滋病毒感染患者人数之间的相关性,使用了2016-2021年俄罗斯85名受试者的数据。采用Statistica 10.0软件进行统计分析。为了处理2016 - 2021年俄罗斯85名受试者的数据,使用了Jupiter Notebook交互式计算环境(6.5.2)。Pandas软件库(1.5.3)用于数据处理和分析,编译和使用结构化数据集。采用统计函数模块Scipy(1.9.3),采用Pearson、Spearman和t-Kendall方法求相关系数。使用Scikit-learn(1.0.2)和statmodels(0.13.5)两个软件库建立趋势线,求线性回归系数。结果和讨论。在俄罗斯,2016-2022年期间,一项旨在及时诊断人口中艾滋病毒感染的调查所涵盖的人口比例每年都在增加。然而,这并没有导致确诊的HIV感染患者数量的增加,这一比例有所下降,到2022年达到了总检查人数的0.11%(2016年- 0.23%)。目前的情况是由于2017-2022年艾滋病毒感染率下降了1.5倍,从每10万人52.8人降至34.7人。因此,为了确定一名感染艾滋病毒的患者,必须对越来越多的健康个体进行检查,这导致在一名患者中诊断艾滋病毒感染的经济成本增加。在被检查的人群中,来自关键危险人群的比例极低,2018-2022年平均为2.3%,而在2022年被发现的患者比例却达到了24.1%。因此,有必要对现有战略进行修改,以便通过艾滋病毒感染诊断调查扩大俄罗斯人口的覆盖范围。研究结果表明,只有在俄罗斯联邦覆盖率较低的15个调查对象中,调查才有理由增加人口覆盖率,这些调查对象的覆盖率不符合已确定的艾滋病毒感染患者人数的增长率,这增加了艾滋病毒感染患者在独立应用于有该疾病临床表现的医疗机构时被发现较晚的风险。在俄罗斯联邦同样的8个调查对象中,调查覆盖率过高,没有导致确定的艾滋病毒感染患者人数按比例增加,因此有必要优化开展年度调查的组织方法,并加强旨在首先吸引关键高危群体的人自愿进行艾滋病毒感染筛查以及与他们直接接触的人的措施。结论。近年来,在俄罗斯,为及时诊断艾滋病毒感染而接受检查的人口比例逐年增加,但并没有导致确诊的艾滋病毒感染患者比例增加,特别是在俄罗斯联邦艾滋病毒感染率较低、每10万人中不超过20人的受试者中。在俄罗斯联邦的这些问题中,增加人口的调查范围在经济上是无利可图的,因为执行调查的费用成倍增加。只有在俄罗斯联邦艾滋病毒感染率仍然很高的地区,即每10万人中超过50人的地区,才有理由扩大人口调查的覆盖面。
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来源期刊
HIV Infection and Immunosuppressive Disorders
HIV Infection and Immunosuppressive Disorders Medicine-Infectious Diseases
CiteScore
0.70
自引率
0.00%
发文量
37
期刊介绍: In the scientific-practical journal "HIV Infection and Immunosuppressive Disorders", published various issues of HIV medicine (epidemiology, molecular mechanisms of pathogenesis to the development of educational programs) leading scientists of Russia and countries of CIS, USA, as well as practical healthcare professionals working in research centers, research institutes, universities, clinics where done basic medical work. A special place on the pages of the publication is given to basic and clinical research, analytical reviews of contemporary and foreign reports, the provision of medical care for various diseases.
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