M. Shashaty, T. Miano, C. Cosgriff, T. Jones, H. Giannini, O. Oniyide, A. Weisman, C. Ittner, T. Dunn, R. Agyekum, D. Mathew, A. Baxter, K. D’Andrea, E. Wherry, B. J. Anderson, J. Reilly, N. Meyer
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Plasma samples were collected within 48 hours of admission and analyzed using the Olink Proximity Extension Assay, with biomarker levels expressed using normalized protein expression (NPX) values relative to common pooled control plasma. We tested the association of each biomarker with AKI, defined by Kidney Disease Improving Global Outcomes creatinine and dialysis criteria, using the Wilcoxon rank-sum test as well as multivariable logistic regression to adjust for confounders. Spearman's rho and correlation coefficients were calculated for the correlation of biomarker levels with each other. We used causal mediation models to investigate effects of BMI on AKI mediated by plasma resistin. Results: Of 134 patients enrolled, 43 (32.1%) developed AKI: 25 with stage 1, 5 with stage 2, and 13 with stage 3. Plasma resistin levels ranged from 5.26-13.01 NPX units and were strongly associated with AKI: odds ratio 2.13 (95% CI 1.43-3.17) per NPX unit. This association was diminished but remained significant after adjustment for age and APACHE III score (OR 1.69 (1.09-2.63)). Body mass index was higher in patients with AKI than without (median 31.4 (IQR 27.1-37.6) kg/m2 v. 28.3 (25.1-34.9) kg/m2, respectively), but the difference was not statistically significant (p=0.082). There was no significant correlation of BMI with resistin levels (rho 0.05, p=0.562), and causal mediation models failed to detect significant mediation of BMI-AKI association through resistin. Plasma IL6 and MCP1 were associated with AKI (p=0.044 and p=0.003, respectively) and correlated with resistin levels (rho=0.32, p<0.001 and rho=0.40, p<0.001, respectively). Conclusion: In patients hospitalized with COVID-19, plasma levels of the adipokine resistin were strongly associated with the development of AKI, and correlated with circulating inflammatory markers IL6 and MCP1. We did not detect a mediation effect of the obesity-AKI association by plasma resistin but had limited sample size to adequately power this analysis.","PeriodicalId":388725,"journal":{"name":"TP50. TP050 COVID: NONPULMONARY CRITICAL CARE, MECHANICAL VENTILATION, BEHAVIORAL SCIENCES, AND EPI","volume":"32 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Plasma Resistin Levels Are Associated with Acute Kidney Injury in Hospitalized COVID-19 Patients\",\"authors\":\"M. Shashaty, T. Miano, C. Cosgriff, T. Jones, H. Giannini, O. Oniyide, A. Weisman, C. Ittner, T. Dunn, R. Agyekum, D. Mathew, A. Baxter, K. D’Andrea, E. Wherry, B. J. Anderson, J. Reilly, N. 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We tested the association of each biomarker with AKI, defined by Kidney Disease Improving Global Outcomes creatinine and dialysis criteria, using the Wilcoxon rank-sum test as well as multivariable logistic regression to adjust for confounders. Spearman's rho and correlation coefficients were calculated for the correlation of biomarker levels with each other. We used causal mediation models to investigate effects of BMI on AKI mediated by plasma resistin. Results: Of 134 patients enrolled, 43 (32.1%) developed AKI: 25 with stage 1, 5 with stage 2, and 13 with stage 3. Plasma resistin levels ranged from 5.26-13.01 NPX units and were strongly associated with AKI: odds ratio 2.13 (95% CI 1.43-3.17) per NPX unit. This association was diminished but remained significant after adjustment for age and APACHE III score (OR 1.69 (1.09-2.63)). 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引用次数: 0
摘要
理由:肥胖是COVID-19患者急性肾损伤(AKI)的一个重要危险因素,但潜在机制尚不清楚。抵抗素是一种免疫调节脂肪因子,在肥胖门诊患者中循环水平升高,可能导致炎症性肾损伤。我们假设血浆抵抗素水平与住院COVID-19患者的AKI和BMI相关,并与炎症标志物IL6和MCP1相关。方法:我们对宾夕法尼亚大学医院收治的134例初步诊断为COVID-19的患者进行了前瞻性队列研究。入院48小时内收集血浆样本,使用Olink接近扩展试验进行分析,使用标准化蛋白表达(NPX)值相对于普通汇集对照血浆表达生物标志物水平。我们使用Wilcoxon秩和检验和多变量逻辑回归来调整混杂因素,测试了每个生物标志物与AKI的关联,由肾脏疾病改善全球结局肌酐和透析标准定义。计算Spearman's rho和相关系数,以确定生物标志物水平之间的相关性。我们使用因果中介模型来研究BMI对血浆抵抗素介导的AKI的影响。结果:在134例入组患者中,43例(32.1%)发生AKI: 25例为1期,5例为2期,13例为3期。血浆抵抗素水平范围为5.26-13.01 NPX单位,与AKI密切相关:比值比为2.13 (95% CI 1.43-3.17) / NPX单位。在调整年龄和APACHE III评分后,这种相关性减弱,但仍然显著(OR 1.69(1.09-2.63))。AKI患者的体质量指数高于无AKI患者(中位数分别为31.4 (IQR 27.1-37.6) kg/m2和28.3 (IQR 25.1-34.9) kg/m2),但差异无统计学意义(p=0.082)。BMI与抵抗素水平无显著相关性(rho 0.05, p=0.562),因果中介模型未发现抵抗素对BMI- aki关联的显著中介作用。血浆IL6和MCP1与AKI相关(p=0.044和p=0.003),与抵抗素水平相关(rho=0.32, p < 0.001和rho=0.40, p < 0.001)。结论:在COVID-19住院患者中,血浆脂肪因子抵抗素水平与AKI的发生密切相关,并与循环炎症标志物il - 6和MCP1相关。我们没有检测到血浆抵抗素对肥胖- aki关联的中介作用,但样本量有限,无法充分支持该分析。
Plasma Resistin Levels Are Associated with Acute Kidney Injury in Hospitalized COVID-19 Patients
Rationale: Obesity is a strong risk factor for acute kidney injury (AKI) in patients with COVID-19, but underlying mechanisms are unknown. Resistin is an immunomodulatory adipokine with elevated circulating levels in obese outpatients that could contribute to inflammatory kidney injury. We hypothesized that plasma resistin levels would be associated with AKI and BMI, and correlated with the inflammatory markers IL6 and MCP1 in hospitalized COVID-19 patients. Methods: We conducted a prospective cohort study of 134 patients admitted to the Hospital of the University of Pennsylvania with a primary diagnosis of COVID-19. Plasma samples were collected within 48 hours of admission and analyzed using the Olink Proximity Extension Assay, with biomarker levels expressed using normalized protein expression (NPX) values relative to common pooled control plasma. We tested the association of each biomarker with AKI, defined by Kidney Disease Improving Global Outcomes creatinine and dialysis criteria, using the Wilcoxon rank-sum test as well as multivariable logistic regression to adjust for confounders. Spearman's rho and correlation coefficients were calculated for the correlation of biomarker levels with each other. We used causal mediation models to investigate effects of BMI on AKI mediated by plasma resistin. Results: Of 134 patients enrolled, 43 (32.1%) developed AKI: 25 with stage 1, 5 with stage 2, and 13 with stage 3. Plasma resistin levels ranged from 5.26-13.01 NPX units and were strongly associated with AKI: odds ratio 2.13 (95% CI 1.43-3.17) per NPX unit. This association was diminished but remained significant after adjustment for age and APACHE III score (OR 1.69 (1.09-2.63)). Body mass index was higher in patients with AKI than without (median 31.4 (IQR 27.1-37.6) kg/m2 v. 28.3 (25.1-34.9) kg/m2, respectively), but the difference was not statistically significant (p=0.082). There was no significant correlation of BMI with resistin levels (rho 0.05, p=0.562), and causal mediation models failed to detect significant mediation of BMI-AKI association through resistin. Plasma IL6 and MCP1 were associated with AKI (p=0.044 and p=0.003, respectively) and correlated with resistin levels (rho=0.32, p<0.001 and rho=0.40, p<0.001, respectively). Conclusion: In patients hospitalized with COVID-19, plasma levels of the adipokine resistin were strongly associated with the development of AKI, and correlated with circulating inflammatory markers IL6 and MCP1. We did not detect a mediation effect of the obesity-AKI association by plasma resistin but had limited sample size to adequately power this analysis.