Erythrocyte Indices

红细胞指数
  • 文章类型: Journal Article
    梗死相关动脉(IRA)的高血栓负荷与ST段抬高型心肌梗死(STEMI)患者的不良预后相关。我们的目的是研究STEMI患者难治性血栓的预测因素并评估其预后。共筛选了1305例接受直接经皮冠状动脉介入治疗(pPCI)的STEMI连续患者。难治性血栓组(n=15)定义为多次血栓抽吸(TA)后心肌梗死血流<2级的IRA溶栓。对照组(n=45)年龄和性别匹配,并从同一批患者中选择。在pPCI之前测量基线血液学指标。随访期间记录主要不良心血管事件(MACE)。与对照组相比,难治性血栓组基线时红细胞分布宽度(RDW)明显更高(13.1[12.4-13.7]vs12.6[12.3-12.8],P=.008)。在多变量逻辑回归分析中,RDW是难治性血栓的独立预测因子(比值比:8.799,95%CI:1.240-62.454,P=.030)。RDW的受试者工作特征曲线下面积为0.730(95CI:0.548-0.912,P=.008)。在平均26个月的随访期间,与对照组患者相比,难治性血栓组患者的MACEs百分比较高(53.3%vs6.7%,P<.001)。在本研究中,我们发现STEMI患者的难治性血栓与不良预后相关,而RDW升高可能是一个潜在的独立预测因子.
    The high thrombus burden of the infarct-related artery (IRA) is associated with the adverse prognosis in ST-segment elevation myocardial infarction (STEMI) patients. Our objectives were to investigate the predictors and evaluate the prognosis of refractory thrombus in STEMI patients. A total of 1305 consecutive patients with STEMI who underwent primary percutaneous coronary intervention (pPCI) were screened. The refractory thrombus group (n = 15) was defined as IRA thrombolysis in myocardial infarction flow < grade 2 after multiple thrombus aspiration (TA). The control group (n = 45) was age- and sex-matched and was selected from the same batch of patients. Baseline hematologic indices were measured before the pPCI. The major adverse cardiovascular events (MACE) were recorded during follow-up. The refractory thrombus group had significantly higher red cell distribution width (RDW) at baseline compared with the control group (13.1 [12.4-13.7] vs 12.6 [12.3-12.8], P = .008). In multivariate logistic regression analysis, RDW was an independent predictor of refractory thrombus (odds ratio: 8.799, 95% CI: 1.240-62.454, P = .030). The area under the receiver-operating characteristic curve of the RDW was 0.730 (95%CI: 0.548-0.912, P = .008). During a mean period of 26 months follow-up, patients in the refractory thrombus group tended to have higher percent MACEs compared with patients in the control group (53.3% vs 6.7%, P < .001). In the present study, we found that the refractory thrombus in STEMI patients was associated with the worse prognosis and the increased RDW might be a potential independent predictor.
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  • 文章类型: Journal Article
    背景:急性胰腺炎(AP)是一种潜在的致命性疾病,其严重程度各不相同。通过及时提供医学或内窥镜治疗并将其送入专门的重症监护病房(ICU),识别出严重预后可能性较高的患者以改善其预后至关重要。尽管有各种评分系统和方法,没有可靠的工具来评估AP出现时的严重程度.红细胞分布宽度(RDW)和血清钙水平是廉价的标记,可用于预测AP的严重程度。
    方法:对转诊医院收治的85名患者进行了一项观察性横断面研究。AP患者分为两组:轻度AP(MAP)和中度/重度AP(MSAP/SAP)。在所有患者入院时和24小时时评估RDW。
    结果:在85例AP患者中,55人被诊断为MAP,17人患有MSAP,13人患有SAP。与MAP相比,MSAP/SAP患者的平均血清钙水平明显较低。此外,修改后的马歇尔(MM)得分,急性胰腺炎严重程度的床旁指数(BISAP)指数,RDW在0小时和24小时,MSAP/SAP患者的RDW/血清总钙(RDW/TSC)比值明显高于MAP。BISAP指数,其次是MM,成为最可靠的严重程度预测因子,RDW/TSC也显示出较强的预测价值。与入院时和24小时测量的RDW相比,RDW/TSC对AP严重程度的预测能力更高。然而,没有个体参数被确定为AP的独立显著预测因子.
    结论:红细胞分布宽度和RDW/TSC比率与BISAP指数相当,可以预测AP的严重程度。他们提供了一种具有成本效益且易于获得的方法来预测入院时的AP严重程度,一开始就促进及时干预。
    BACKGROUND: Acute pancreatitis (AP) is a potentially fatal condition that varies in its severity at presentation. It\'s crucial to recognize patients with a higher likelihood of severe outcomes to enhance their prognosis by promptly providing medical or endoscopic treatment and admitting them to a specialized intensive care unit (ICU). Despite the various scoring systems and methods, there is no reliable instrument to assess the severity of AP at its presentation. Red cell distribution width (RDW) and serum calcium levels are inexpensive markers readily available upon admission that can be used to anticipate the severity of AP.
    METHODS: An observational cross-sectional study was carried out on 85 patients admitted to a referral hospital. The AP patients were categorized into two groups: those with mild AP (MAP) and those with moderately severe/severe AP (MSAP/SAP). RDW was assessed in all patients upon admission and at the 24-hour mark.
    RESULTS: Among the 85 AP patients, 55 were diagnosed with MAP, while 17 had MSAP and 13 had SAP. The mean serum calcium levels were notably lower in patients with MSAP/SAP compared to MAP. Additionally, the modified Marshall (MM) score, bedside index for severity in acute pancreatitis (BISAP) index, RDW at 0 hours and 24 hours, and RDW/total serum calcium (RDW/TSC) ratio were significantly higher in patients with MSAP/SAP than in MAP. The BISAP index, followed by MM, emerged as the most reliable predictors of severity, with RDW/TSC also showing strong predictive value. RDW/TSC demonstrated superior predictive ability for AP severity when compared to RDW measured at admission and at 24 hours. However, no individual parameter was identified as an independent significant predictor of AP.
    CONCLUSIONS: Red cell distribution width and RDW/TSC ratio are comparable to BISAP index as predictors of severity in AP. They offer a cost-effective and readily accessible means to forecast AP severity upon admission, facilitating prompt intervention at the outset.
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  • 文章类型: Journal Article
    目的:评价CDK4/6抑制剂对红细胞平均红细胞体积(MCV)变化的影响及其与无进展生存期(PFS)和总生存期(OS)的可能相关性。
    方法:观察性研究。研究的地点和持续时间:内科肿瘤科,KahramanmarasNecipFazil市医院,Kahramanmaras,Turkiye,2020年1月至2023年。
    方法:回顾性分析74例HR(+)HER2(-)转移性乳腺癌患者的临床资料。在治疗前后记录MCV和其他全血细胞计数指标。在三个月时进行第一次治疗后评估。计算治疗基线后第三个月的中值ΔMCV值。
    结果:患者均为女性,年龄中位数为55岁(35至80岁)。在治疗之前,基线中位MCV水平为90.4(min-max:77.3~113.2).三个月后,MCV中位数为95(min-max:84.3~115.3).此外,7.15是中值ΔMCV水平。关于PFS(16.53vs.15.26个月)(p=0.13)和OS(21.46与17.83个月)(p=0.08),ΔMCV≥7.15组和ΔMCV<7.15组之间无统计学差异。
    结论:CDK4/6抑制剂导致MCV增加,但PFS或OS与MCV增加无显著差异。为了弄清楚MCV的上升是否代表预后或预测指标,需要进一步的研究。
    背景:乳腺癌,CDK4/6抑制剂,平均红细胞体积,预后。
    OBJECTIVE: To evaluate the impact of CDK4/6 inhibitors on erythrocyte mean corpuscular volume (MCV) change and its possible correlation with progression-free survival (PFS) and overall survival (OS).
    METHODS: Observational study. Place and Duration of the Study: Department of Medical Oncology, Kahramanmaras Necip Fazil City Hospital, Kahramanmaras, Turkiye, between January 2020 and 2023.
    METHODS: The data of 74 patients with HR (+) HER2 (-) metastatic breast cancer were analysed retrospectively. MCV and other complete blood count metrics were noted before and after the treatment. The first post-treatment evaluation was performed at three months. The median ΔMCV values at the third month after treatment-baseline were calculated.
    RESULTS: The patients were all females, with a median age of 55 years (between 35 and 80). Prior to the therapy, the baseline median MCV level was 90.4 (min-max: 77.3-113.2). After three months, the median MCV level was 95 (min-max: 84.3-115.3). Moreover, 7.15 was the median ΔMCV level. Regarding PFS (16.53 vs. 15.26 months) (p = 0.13) and OS (21.46 vs. 17.83 months) (p = 0.08), there was no statistically significant difference seen between the group with ΔMCV ≥7.15 and the group with ΔMCV <7.15.
    CONCLUSIONS: CDK4/6 inhibitors led to an increase in MCV but there was no significant difference between PFS or OS and the increase in MCV. To figure out whether the rise in MCV represents a prognostic or predictive marker, further research is required.
    BACKGROUND: Breast cancer, CDK4/6 inhibitors, Mean corpuscular volume, Prognosis.
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  • 文章类型: Journal Article
    这项研究旨在确定非常有价值的血液指标,以预测主动脉瘤(AA)患者的临床结局。1180名患者的基线数据和16项血液指标从公共医学信息集市重症监护IV(MIMIC-IV)数据库中获得。分析血液指标与4种临床结局的相关性,接下来评估核心指标对不同结果的预测性能。然后,我们探讨了亚组间核心指标与关键结局之间的详细关联.最后,建立了机器学习模型以提高预测性能。广义线性回归分析表明,只有红细胞体积分布宽度(RDW)通常与包括手术要求在内的4个终点相关。ICU停留要求,住院时间,住院死亡(均P<0.05)。Further,RDW通过受试者工作特征(ROC)分析显示出预测院内死亡的最佳性能。RDW和院内死亡之间的显著关联,然后通过3个逻辑回归模型调整不同的变量(所有P<0.05)。分层分析表明,它们的关联主要在未破裂AA和腹部AA(AAA,所有P<.05)。随后,我们建立了基于RDW的模型,仅用于预测未破裂AAA患者的院内死亡。在训练中验证了基于RDW的模型的良好预测性能,验证,和测试集。在该模型中,RDW对院内死亡做出了最大的贡献。RDW对预测患者院内死亡具有良好的临床价值,尤其是在未破裂的AAA中。
    This study aimed to identify highly valuable blood indicators for predicting the clinical outcomes of patients with aortic aneurysms (AA). Baseline data of 1180 patients and 16 blood indicators were obtained from the public Medical Information Mart for Intensive Care-IV (MIMIC-IV) database. The association of blood indicators with 4 types of clinical outcomes was analyzed, and the prediction performance of core indicators on different outcomes was next evaluated. Then, we explored the detailed association between core indicators and key outcomes among subgroups. Finally, a machine learning model was established to improve the prediction performance. Generalized linear regression analysis indicated that only red cell volume distribution width (RDW) was commonly associated with 4 end-points including surgery requirement, ICU stay requirement, length of hospital stay, and in-hospital death (all P < .05). Further, RDW showed the best performance for predicting in-hospital death by receiver operating characteristic (ROC) analysis. The significant association between RDW and in-hospital death was then determined by 3 logistic regression models adjusting for different variables (all P < .05). Stratification analysis showed that their association was mainly observed in unruptured AA and abdominal AA (AAA, all P < .05). We subsequently established an RDW-based model for predicting the in-hospital death only in patients with unruptured AAA. The favorable prediction performance of the RDW-based model was verified in training, validation, and test sets. RDW was found to make the greatest contribution to in-hospital death within the model. RDW had favorable clinical value for predicting the in-hospital death of patients, especially in unruptured AAA.
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  • 文章类型: Case Reports
    背景:平均红细胞血红蛋白浓度(MCHC)是血细胞分析仪检测到的参数之一,通常与平均红细胞体积(MCV)和平均红细胞血红蛋白含量(MCH)一起用作贫血分类的诊断指标。它对早期发现贫血的病因和贫血的潜在病因具有重要的临床价值。因此,MCHC结果的准确性对疾病的诊断和治疗具有重要意义。
    方法:我们报告了2例MCHC假性升高。考虑到冷凝集和血脂干扰检测的可能性,我们使用37℃水浴和血浆置换来校正对样品的干扰。
    结果:校正干扰后,MCHC恢复正常,与患者的疾病状态一致。因此,2例MCHC异常抬高均为干扰引起的伪抬高。
    结论:对于MCHC水平异常升高的标本,实验者应首先分析可能的干扰因素,并选择有效的方法来纠正不同的干扰,为医生和患者提供准确的检测报告。
    BACKGROUND: Mean corpuscular hemoglobin concentration (MCHC) is one of the parameters detected by blood cell analyzers, often used together with mean corpuscular volume (MCV) and mean corpuscular hemoglobin content (MCH) as diagnostic indicators for anemia classification. It has important clinical value in early detection of the cause of anemia and the underlying etiology of anemia. Therefore, the accuracy of MCHC results is of great significance for the diagnosis and treatment of diseases.
    METHODS: We reported two cases of false elevation of MCHC. Considering the possibility of cold agglutination and lipid blood interference detection, we used 37℃ water bath and plasma exchange to correct for interference on the sample.
    RESULTS: After correcting the interference, MCHC returned to normal, consistent with the patient\'s disease status. Therefore, the two cases of abnormal elevation of MCHC are considered to be pseudo elevation caused by interference.
    CONCLUSIONS: For specimens with abnormally elevated MCHC levels, experimenters should first analyze possible interfering factors and choose effective methods to correct different interferences, providing accurate testing reports for doctors and patients.
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  • 文章类型: Journal Article
    背景:中性粒细胞-淋巴细胞比率(NLR)是评估炎症反应和红细胞分布宽度(RBDW)的有价值的指标,一种可能的红细胞生成功能障碍的常规生物标志物,这可能与心脏手术后的不良后果有关。这项研究旨在调查这两个容易获得的血液学参数之间的关联,在接受心脏手术的儿科患者中效果不佳。
    方法:对2022年4月至2023年6月在我们的三级护理中心接受心脏手术的儿科患者的病历进行了全面审查。从入住ICU时获得的全血细胞计数报告中收集RBDW和NLR值。人口统计数据,手术细节,记录术后并发症。应用受试者工作特征(ROC)曲线和多变量逻辑回归来确定不良结局的术前NLR和RBDW的预后表现。
    结果:该研究包括219名符合纳入标准的患者,其中90名(41%)儿童经历了至少一种不良结局。术前NLR(AUC=0.88,95CI0.36-0.70,cutoff-4.2)和RBDW(AUC=0.88,95CI0.39-0.73,cutoff-18.5%)在围手术期显示预后意义。
    结论:这项回顾性观察研究强调了红细胞分布宽度(RBDW)和中性粒细胞淋巴细胞比率(NLR)值升高与接受心脏手术的儿科患者预后不良之间的显著关联。这些容易获得的血液学参数可以作为潜在的预后指标,用于识别有不良预后风险的患者。
    BACKGROUND: Neutrophil-lymphocyte ratio (NLR) is a valuable indicator for evaluating inflammatory response and red blood cell distribution width (RBDW), a routinely available biomarker of likely erythropoietic dysfunction, which may be associated with adverse outcomes after cardiac surgery. This study aimed to investigate the association between these two readily available haematological parameters, with the poor outcomes in paediatric patients undergoing cardiac surgery.
    METHODS: A comprehensive review of medical records for paediatric patients who underwent cardiac surgery at our tertiary care centre between April 2022 and June 2023 was carried out. RBDW and NLR values were collected from complete blood count reports obtained on admission to the ICU. Demographic data, surgical details, and postoperative complications were also recorded. A receiver operating characteristic (ROC) curve and multivariable logistic regression were applied to identify the prognosis performance of preoperative NLR and RBDW for poor outcomes.
    RESULTS: The study included 219 patients meeting the inclusion criteria of which a total of 90 (41%) children experienced at least one of the poor outcomes. Preoperative NLR (AUC=0.88, 95%CI 0.36-0.70, cut off- 4.2) and RBDW (AUC=0.88, 95%CI 0.39-0.73, cut off- 18.5%) showed prognostic significance in the perioperative period.
    CONCLUSIONS: This retrospective observational study highlights a significant association between elevated Red Blood Cell Distribution Width (RBDW) and Neutrophil Lymphocyte Ratio (NLR) values and poor outcomes in paediatric patients undergoing cardiac surgery. These readily available haematological parameters could serve as potential prognostic indicators for identifying patients at risk of poor outcomes.
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    文章类型: Journal Article
    目标-绝经后妇女(PMW)经历了缺乏或不足的女性性激素的生理阶段,导致一些后果,包括血液学缺陷。本研究旨在研究使用简单的实验室工具检测绝经后妇女的贫血。在对2014-2022年期间收集的患者数据的回顾性分析中。从PMW记录中检索的数据收集并分析了4年。与正常范围相比,PMW的数据显示血红蛋白水平降低,细胞体积,平均红细胞体积,和平均红细胞血红蛋白。PMW还显示红细胞分布宽度和血清铁水平升高。与正常范围相比,红细胞计数没有变化,平均红细胞血红蛋白浓度,不饱和或总铁结合能力,转铁蛋白饱和度,血清铁蛋白,白细胞计数,和血小板。进行深入的调查,我们根据参与者的年龄将他们分为三组:45-55岁,56-65岁,66-80岁。年龄越大,更多的参数被改变。该研究强调了绝经后激素改变对血液学参数的潜在影响,并且常规实验室工具可用于评估血液参数的这种改变。
    Objectives - postmenopausal women (PMW) undergo a physiological phase of lack or insufficient female sex hormones resulting in some consequences including hematological deficits. The present study aimed to investigate the detection of anemia in postmenopausal women using easy laboratory tools. In this retrospective analysis of patient data collected during the period between 2014-2022. Data retrieved from PMW records were collected over 4 years and analyzed. In comparison to normal ranges, data of PMW has shown reduced levels of hemoglobin, packed cell volume, mean corpuscular volume, and mean corpuscular hemoglobin. PMW has also shown elevated levels of red cell distribution width and levels of serum iron. Compared to normal ranges, no changes have been seen regarding red blood cell count, Mean corpuscular hemoglobin concentration, unsaturated or total iron binding capacity, transferrin saturation, serum ferritin, white blood cells count, and platelets. To provide in-depth investigation, we divide our participants into three groups according to their ages: 45-55 years, 56-65 years, and 66-80 years. The older the age, the more parameters are altered. The study highlighted the potential impact of postmenopausal hormone alteration on hematological parameters and the routine laboratory tools could be used to assess such alteration in blood parameters.
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  • 文章类型: Journal Article
    红细胞分布宽度(RDW)升高可能与疾病严重程度有关。然而,目前尚缺乏RDW对老年非创伤性昏迷(NTC)患者预后的研究。本研究旨在研究老年NTC患者RDW与预后之间的关系。这项观察性队列研究包括2022年1月至2022年12月期间患有NTC的老年患者(年龄≥65岁)。我们在患者到达急诊科(ED)时测量了RDW。我们使用相关协变量的逻辑回归进行了多变量分析,以预测住院死亡率。使用Kaplan-Meier方法设计基于30天死亡率的存活曲线。主要结果是住院死亡率,次要结局是30日死亡率.共有689名患者被纳入研究,住院死亡率为29.6%(n=204).我们的结果发现,非幸存者的RDWs明显高于幸存者(14.6%vs13.6%)。多变量分析表明,ED到达时的RDWs与住院死亡率独立相关(比值比,1.126;95%置信区间,1.047-1.212;P<.001)。Kaplan-Meier曲线表明,低RDW患者的生存概率大于高RDW患者。ED到达时RDW高与老年NTC患者的住院死亡率相关。
    Elevated red blood cell distribution width (RDW) can be associated with disease severity. However, studies on RDW for the prognosis of elderly patients with non-traumatic coma (NTC) are lacking. This study aims to examine the relationship between RDW and outcomes in elderly patients with NTC. This observational cohort study included elderly patients (aged ≥ 65 years) with NTC between January 2022 and December 2022. We measured RDW upon patient arrival at the emergency department (ED). We conducted a multivariable analysis using logistic regression of relevant covariates to predict in-hospital mortality. Survival curves based on 30-day mortality were designed using the Kaplan-Meier method. The primary outcome was in-hospital mortality, and the secondary outcome was 30-day mortality. A total of 689 patients were included in the study, and in-hospital mortality was 29.6% (n = 204). Our results found that the RDWs of non-survivors were significantly greater than those of survivors (14.6% vs 13.6%). Multivariable analysis showed that RDWs at ED arrival were independently associated with in-hospital mortality (odds ratio, 1.126; 95% confidence interval, 1.047-1.212; P < .001). The Kaplan-Meier curve indicated that the survival probability of patients with a low RDW was greater than those with a high RDW. Having a high RDW at ED arrival was associated with in-hospital mortality in elderly patients with NTC.
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  • 文章类型: Journal Article
    α地中海贫血携带者(α-thal)的血细胞计数与β地中海贫血携带者相似,除了血红蛋白A2(HbA2),它没有被提升。这项研究的目的是确定数学公式是否可有效检测可疑的α-thal。数据来自预防计划的数据库,用于检测有血红蛋白病孩子风险的夫妇。使用数学公式分析红细胞(RBC)指数,计算敏感性和阴性预测值(NPV)。在分析的1334个疑似α-thal的血细胞计数中,只有Shine和Lal以及支持向量机公式显示出高灵敏度和净现值。敏感度为85.54和99.33%,净现值分别为98.93和99.93%,分别。在291中发现了分子缺陷,其中81个具有正常的α基因。在962个样品中未进行分子分析。基于这些结果,在自动分析仪的程序中包含这些可靠公式之一的数学公式,用于检测可疑的α或β地中海贫血携带者,可以标记这些结果,提高初级医生对携带者风险的认识,并发送警报,并建议进一步测试。
    The blood counts of α thalassemia carriers (α-thal) are similar to those of β thalassemia carriers, except for Hemoglobin A2 (Hb A2), which is not elevated. The objective of this study was to determine whether mathematical formulas are effective for detecting suspected α-thal. The data were obtained from the database of the prevention program for detecting couples at risk for having a child with hemoglobinopathy. Red Blood Cells (RBC) indices were analyzed using mathematical formulas, and the sensitivity and negative predictive value (NPV) were calculated. Among 1334 blood counts suspected of α-thal analyzed, only the Shine and Lal and the Support Vector Machine formulas revealed high sensitivity and NPV. Sensitivity was 85.54 and 99.33%, and NPV was 98.93 and 99.93%, respectively. Molecular defects were found in 291, and 81 had normal α genes. Molecular analysis was not performed in 962 of the samples. Based on these results, mathematical formulas incorporating one of these reliable formulas for detecting suspected α or β thalassemia carriers in the program of the automatic analyzers can flag these results, increase the awareness of the primary physicians about the carrier risk, and send an alert with a recommendation for further testing.
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  • 文章类型: Journal Article
    背景:先前的研究表明,红细胞分布宽度(RDW)/血清白蛋白比率(RA)是一种整合的新型炎症标志物。RA与多种疾病的临床结果相关,但是RDW/RA在评估糖尿病肾病(DKD)中的临床价值尚未阐明。我们检查了糖尿病RA和DKD之间的联系,同时控制了各种可能的混淆因素。
    方法:对第二附属医院、育英儿童医院和温州医科大学(WMU)数据库的全国健康与营养调查(NHANES:2009-2018)进行回顾性队列分析。采用多因素logistic回归分析评估RA与DKD的相关性。
    结果:总体而言,来自NHANES数据库(n=2839)和WMU(n=1412)的4513名糖尿病患者被纳入本研究;NHANES中974名患者被诊断为DKD,WMU中462名。在NHANES队列中,RA水平较高的糖尿病(DM)患者发生DKD的风险较高(比值比=1.461,95%置信区间:1.250-1.707,p<0.00001).在调整混杂因素和倾向得分匹配(PSM)分析后,两者均显示RA水平与DKD独立相关(pAdjust=0.00994,pPSM=0.02889).在WMU队列中也观察到类似的结果(p<0.00001)。
    结论:本研究观察到RA是DM患者DKD的独立预测因子。RA,一种具有成本效益且易于获取的生物标志物,可能有DKD风险分层的潜力。
    BACKGROUND: Previous studies have shown that the red cell distribution width (RDW)/serum albumin ratio (RA) is an integrative and new inflammatory marker. RA is associated with clinical outcomes in a variety of diseases, but the clinical value of RDW/RA in the assessment of diabetic kidney disease (DKD) has not been elucidated. We examined the link between diabetic RA and DKD while controlling for a wide variety of possible confounders.
    METHODS: Retrospective cohort analysis of the National Health and Nutrition Examination Survey (NHANES: 2009-2018) database from the Second Affiliated Hospital and Yuying Children\'s Hospital and the Wenzhou Medical University (WMU) database was conducted. Multivariate logistic regression analysis was used to assess the association between RA and DKD.
    RESULTS: Overall, 4513 diabetic patients from the NHANES database (n = 2839) and the WMU (n = 1412) were included in this study; 974 patients were diagnosed with DKD in NHANES and 462 in WMU. In the NHANES cohort, diabetes mellitus (DM) patients with higher RA level had a higher risk of DKD (odds ratio = 1.461, 95% confidence interval: 1.250-1.707, p < 0.00001). After adjusting for confounders and propensity score-matched (PSM) analysis, both shown RA levels were independently linked to DKD (pAdjust = 0.00994, pPSM = 0.02889). Similar results were also observed in the WMU cohort (p < 0.00001).
    CONCLUSIONS: The study observes that the RA was an independent predictor of DKD in DM patients. The RA, a biomarker that is cost-effective and easy-to-access, may have potential for risk stratification of DKD.
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