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了解 COVID-19 对罗马尼亚西部罗姆人弱势社区的影响:回顾性研究的见解和预测因素。

Understanding the Impact of COVID-19 on Roma Vulnerable Communities in Western Romania: Insights and Predictive Factors from a Retrospective Study.

机构信息

Department of Epidemiology, "Victor Babes" University of Medicine and Pharmacy, Eftimie Murgu Sq. No. 2, 300041 Timisoara, Romania.

Department of Biochemistry and Pharmacology, "Victor Babes" University of Medicine and Pharmacy, Eftimie Murgu Sq. No. 2, 300041 Timisoara, Romania.

出版信息

Viruses. 2024 Mar 12;16(3):435. doi: 10.3390/v16030435.

Abstract

BACKGROUND

The COVID-19 pandemic disproportionately affected vulnerable populations like Roma patients in Western Romania due to marginalization and limited healthcare access.

METHODS

A retrospective study analyzed COVID-19 cases between March 2020 and August 2022 using data from the Directorate of Public Health in Timis county. Demographic, epidemiological, clinical, and laboratory data were assessed, along with risk factors and biomarkers for ICU admission and mortality prediction. The following biomarkers were assessed: C-reactive protein (CRP), ferritin (FER), IL-6, D-dimers, lactate dehydrogenase (LDH), high density lipoprotein cholesterol (HDL), and 25-OH vitamin D (25-OHD).

RESULTS

In comparison with the general population (GP), Roma patients were more overweight ( = 0.0292), came from rural areas ( = 0.0001), could not recall transmission source ( = 0.0215), were admitted to the intensive care unit (ICU, = 0.0399) more frequently, had worse symptomatology ( = 0.0490), showed more elevated levels of CRP ( = 0.0245) and IL-6 ( < 0.0001) and lower levels of HDL ( = 0.0008) and 25-OHD ( = 0.0299). A stronger, significant correlation was observed between CRP and severity (rho = 0.791 vs. 0.433 in GP), and an inverse stronger significant one was observed between HDL and severity (rho = -0.850 vs. -0.734 in GP) in the Roma patients. The male sex continues to be an important risk factor for ICU admission (OR = 2.379) and death (OR = 1.975), while heavy smoking was more important in relation to ICU admission (OR = 1.768). Although the Roma ethnicity was 1.454 times more at risk of ICU admission than the GP, this did not prove statistically significant ( = 0.0751). CRP was the most important predictive factor in regards to admission to the ICU for both Roma (OR = 1.381) and the GP (OR = 1.110) and in regards to death (OR = 1.154 for Roma, OR = 1.104 for GP). A protective effect of normal values of HDL and 25-OHD was observed in the GP for both ICU admission (OR = 0.947, 0.853, respectively) and death (OR = 0.920, 0.921, respectively), while for the Roma group, normal 25-OHD values were only considered protective in regards to death (OR = 0.703). Cutoff values for ICU admission were 28.98 mg/L for Roma and 29.03 mg/L for GP patients, with high specificity for both groups (over 95).

CONCLUSIONS

Higher rates of ICU admissions, severe symptomatology, and distinct laboratory biomarker profiles among Roma patients emphasize the critical importance of personalized care strategies and targeted interventions to mitigate the disproportionate burden of COVID-19 on vulnerable communities. CRP values at admission have had a clear impact as a risk assessment biomarker for Roma patients, while the significance of IL-6, HDL, and 25-OHD should also not be overlooked in these patients.

摘要

背景

由于边缘化和有限的医疗保健机会,罗马尼亚西部的罗姆人等弱势群体在 COVID-19 大流行期间受到了不成比例的影响。

方法

一项回顾性研究使用蒂米什县公共卫生总局的数据,分析了 2020 年 3 月至 2022 年 8 月期间的 COVID-19 病例。评估了人口统计学、流行病学、临床和实验室数据,以及 ICU 入院和死亡率预测的风险因素和生物标志物。评估了以下生物标志物:C 反应蛋白(CRP)、铁蛋白(FER)、白细胞介素 6(IL-6)、D-二聚体、乳酸脱氢酶(LDH)、高密度脂蛋白胆固醇(HDL)和 25-羟维生素 D(25-OHD)。

结果

与普通人群(GP)相比,罗姆人患者更超重( = 0.0292),来自农村地区( = 0.0001),无法回忆起传播源( = 0.0215),更频繁地被收入重症监护病房(ICU, = 0.0399),症状更严重( = 0.0490),CRP( = 0.0245)和 IL-6( < 0.0001)水平更高,HDL( = 0.0008)和 25-OHD( = 0.0299)水平更低。在罗姆患者中,CRP 与严重程度之间观察到更强、更显著的相关性(rho = 0.791 与 GP 中的 0.433),而 HDL 与严重程度之间观察到更强、更显著的负相关(rho = -0.850 与 GP 中的 -0.734)。男性继续是 ICU 入院(OR = 2.379)和死亡(OR = 1.975)的重要危险因素,而重度吸烟在与 ICU 入院(OR = 1.768)的关系中更为重要。尽管罗姆族裔的 ICU 入院风险比 GP 高 1.454 倍,但这并没有统计学意义( = 0.0751)。CRP 是关于罗姆人和 GP 患者 ICU 入院(OR = 1.381,OR = 1.110)和死亡(OR = 1.154 用于罗姆人,OR = 1.104 用于 GP)的最重要的预测因素。在 GP 中,正常的 HDL 和 25-OHD 值对 ICU 入院(OR = 0.947、0.853)和死亡(OR = 0.920、0.921)均具有保护作用,而对于罗姆组,正常的 25-OHD 值仅在死亡方面被认为具有保护作用(OR = 0.703)。ICU 入院的截断值为罗姆人 28.98 mg/L 和 GP 患者 29.03 mg/L,两组的特异性均超过 95%。

结论

罗姆人患者 ICU 入院率较高、症状严重,以及独特的实验室生物标志物谱强调了制定个性化护理策略和针对性干预措施的重要性,以减轻 COVID-19 对弱势社区不成比例的负担。入院时 CRP 值作为罗姆患者的风险评估生物标志物具有明显影响,而 IL-6、HDL 和 25-OHD 的意义也不容忽视。

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