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Reis PA, Castro-Faria-Neto HC. Systemic Response to Infection Induces Long-Term Cognitive Decline: Neuroinflammation and Oxidative Stress as Therapeutical Targets. Front Neurosci 2022; 15:742158. [PMID: 35250433 PMCID: PMC8895724 DOI: 10.3389/fnins.2021.742158] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 12/31/2021] [Indexed: 12/29/2022] Open
Abstract
In response to pathogens or damage signs, the immune system is activated in order to eliminate the noxious stimuli. The inflammatory response to infectious diseases induces systemic events, including cytokine storm phenomenon, vascular dysfunction, and coagulopathy, that can lead to multiple-organ dysfunction. The central nervous system (CNS) is one of the major organs affected, and symptoms such as sickness behavior (depression and fever, among others), or even delirium, can be observed due to activation of endothelial and glial cells, leading to neuroinflammation. Several reports have been shown that, due to CNS alterations caused by neuroinflammation, some sequels can be developed in special cognitive decline. There is still no any treatment to avoid cognitive impairment, especially those developed due to systemic infectious diseases, but preclinical and clinical trials have pointed out controlling neuroinflammatory events to avoid the development of this sequel. In this minireview, we point to the possible mechanisms that triggers long-term cognitive decline, proposing the acute neuroinflammatory events as a potential therapeutical target to treat this sequel that has been associated to several infectious diseases, such as malaria, sepsis, and, more recently, the new SARS-Cov2 infection.
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Affiliation(s)
- Patricia Alves Reis
- Laboratory of Immunopharmacology, Oswaldo Cruz Institute, Fiocruz, Rio de Janeiro, Brazil
- Biochemistry Department, Roberto Alcântara Gomes Biology Institute, Rio de Janeiro State University, Rio de Janeiro, Brazil
- *Correspondence: Patricia Alves Reis,
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Meng Y, Wu J, Shi J, Weng W, Zhou Z. Comparison of the safety of brivaracetam at various doses among patients with epilepsy: A network meta-analysis of randomized controlled trials. Exp Ther Med 2020; 20:133. [PMID: 33082865 DOI: 10.3892/etm.2020.9262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2019] [Accepted: 03/10/2020] [Indexed: 11/05/2022] Open
Abstract
The present study aimed to compare the safety of brivaracetam (BRV) at various doses among patients with epilepsy through a network meta-analysis. Randomized controlled trials (RCTs) were retrieved from different databases, which were then pooled for a network analysis for calculating the odds ratios (ORs), together with the corresponding 95% confidence intervals (CIs) and surface under the cumulative ranking curve (SUCRA). A total of 9 RCTs were included in the final analysis. Compared with placebo, BRV at a dose of 50 mg daily led to a markedly increased risk of nervous system disorders (OR, 0.62; 95% CI, 0.43-0.90; P=0.01) and evidently increased the risk of psychiatric disorders (OR, 0.16; 95% CI, 0.04-0.64; P=0.022). However, BRV treatment was not associated with a statistically significant change in the prevalence of infectious diseases. SUCRA analysis suggested that treatment with BRV at 50 mg/day posed the highest risk of nervous system disorders and psychiatric disorders compared with placebo or other doses of BRV. In conclusion, BRV treatment at a dose of 50 mg/day may increase the risk of nervous system diseases and psychosis disorders compared with the placebo group. However, more high-quality clinical studies are warranted to validate these results.
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Affiliation(s)
- Ying Meng
- Department of Pharmacology, Guangdong Medical University, Dongguan, Guangdong 523808, P.R. China
| | - Jiahuan Wu
- Department of Pharmacology, Guangdong Medical University, Dongguan, Guangdong 523808, P.R. China
| | - Jianxin Shi
- Department of Pharmacology, Guangdong Medical University, Dongguan, Guangdong 523808, P.R. China
| | - Wenyu Weng
- Department of Pharmacology, Guangdong Medical University, Dongguan, Guangdong 523808, P.R. China
| | - Zhikun Zhou
- Department of Pharmacology, Guangdong Medical University, Dongguan, Guangdong 523808, P.R. China
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Sunnetci Silistre E, Erbas O. The Ameliorative Effects of Ascorbic Acid on Critical Illness Polyneuropathy in Rodent Sepsis Model. J Pediatr Intensive Care 2020; 9:265-270. [PMID: 33133742 DOI: 10.1055/s-0040-1710587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Accepted: 04/15/2020] [Indexed: 10/24/2022] Open
Abstract
Although the exact pathophysiology of critical illness polyneuropathy (CIP) is still unknown, there are several hypotheses, some of which are increased inflammation and oxidative stress. We used rodent sepsis model in which we induced sepsis through cecal ligation followed by cecal puncture. We then administered ascorbic acid (AA) and evaluated outcomes. The levels of malondialdehyde (MDA), tumor necrosis factor α (TNF-α), interleukins (IL)-6 in the plasma, and heat shock protein-70 (HSP-70) levels in the sciatic nerve were measured, and also electromyography analyses were performed. While plasma MDA, TNF-α, and IL-6 levels were decreased significantly with AA treatment, sciatic nerve levels of HSP-70 were significantly elevated in the AA group. A significant increase in compound muscle action potential (CMAP) amplitude and a significant decrease in CMAP latency were detected in the AA group. We observed healing effects of AA on a rat model of CIP and these effects seem to be related to its anti-inflammatory and antioxidant properties.
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Affiliation(s)
| | - Oytun Erbas
- Department of Physiology, Bilim University Medical Faculty, Istanbul, Turkey
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Kaya H, Sabah D, Keçeci B, Küçük L, Erbaş O, Oltulu F, Yiğittürk G, Taskiran D. Comparison of the Effects of Extracorporeal Irradiation and Liquid Nitrogen on Nerve Recovery in a Rat Model. J INVEST SURG 2020; 34:773-783. [DOI: 10.1080/08941939.2019.1691686] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Affiliation(s)
- Hüseyin Kaya
- Department of Orthopedics and Traumatology, Faculty of Medicine, Ege University, Izmir, Turkey
| | - Dündar Sabah
- Department of Orthopedics and Traumatology, Faculty of Medicine, Ege University, Izmir, Turkey
| | - Burçin Keçeci
- Department of Orthopedics and Traumatology, Faculty of Medicine, Ege University, Izmir, Turkey
| | - Levent Küçük
- Department of Orthopedics and Traumatology, Faculty of Medicine, Ege University, Izmir, Turkey
| | - Oytun Erbaş
- Department of Physiology, Faculty of Medicine, Istanbul Bilim University, Istanbul, Turkey
| | - Fatih Oltulu
- Department of Histology and Embryology, Faculty of Medicine, Ege University, Izmir, Turkey
| | - Gürkan Yiğittürk
- Department of Histology and Embryology, Faculty of Medicine, Muğla Sıtkı Koçman University, Muğla, Turkey
| | - Dilek Taskiran
- Department of Physiology, Faculty of Medicine, Ege University, Izmir, Turkey
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Zaccara G, Giovannelli F, Giorgi FS, Franco V, Gasparini S, Tacconi FM. Do antiepileptic drugs increase the risk of infectious diseases? A meta-analysis of placebo-controlled studies. Br J Clin Pharmacol 2017; 83:1873-1879. [PMID: 28370224 DOI: 10.1111/bcp.13296] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2016] [Revised: 02/27/2017] [Accepted: 03/20/2017] [Indexed: 12/31/2022] Open
Abstract
AIMS Experimental studies show that some antiepileptic drugs (AEDs) may modify natural immune defences, thus influencing the risk of developing infectious diseases. The aim of this meta-analysis was to explore whether AEDs as a class of drugs or singularly may increase risk of infectious diseases. METHODS A meta-analysis of all randomized, double-blind, placebo-controlled trials (RCTs) investigating any AED in any condition was performed. All terms that could be coded in the System Organ Classes (SOCs) of infections and infestations using the Medical Dictionary for Regulatory Activities were recorded. Additional subanalyses were performed also pooling together AEDs sharing similar mechanisms of action. RESULTS Two hundreds and sixty-nine double-blind, placebo-controlled studies were identified and, among them, 127 RCTs with 16 AEDs (brivaracetam, gabapentin, lacosamide, levetiracetam, lamotrigine, oxcarbazepine, perampanel, pregabalin, phenytoin, remacemide, retigabine, rufinamide, tiagabine, topiramate, valproate, zonisamide) reported at least one of 19 symptoms or diseases that could be included in the Medical Dictionary for Regulatory Activities SOC term infections and infestations. These terms were singularly recorded and then pooled together in the SOC term infection and infestation. Topiramate was significantly associated with an increased risk of infection (risk difference = 0.04; 95% confidence interval = 0.01/0.06), while oxcarbazepine was significantly associated with a lower risk (-0.005; -0.09/-0.01). Risk difference of all studies with all AEDs showed a slight, but significantly increased risk of infection (0.01; 0.00/0.002). Levetiracetam and brivaracetam RCTs, when pooled together, were associated with a significantly increased risk of infection (0.03; 0.01/0.05). CONCLUSIONS Some AEDs are associated with a mild increased risk of infection.
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Affiliation(s)
- Gaetano Zaccara
- Unit of Neurology, Department of Medicine, Florence Health Authority, Florence, Italy
| | - Fabio Giovannelli
- Unit of Neurology, Department of Medicine, Florence Health Authority, Florence, Italy.,Department of Neuroscience, Psychology, Pharmacology and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | - Filippo Sean Giorgi
- Department of Clinical and Experimental Medicine, Section of Neurology, University of Pisa and Pisa University Hospital, Pisa, Italy
| | - Valentina Franco
- Department of Internal Medicine and Therapeutics, Division of Clinical and Experimental Pharmacology, University of Pavia, Pavia, Italy
| | - Sara Gasparini
- Department of Medical and Surgical Sciences, Magna Graecia University of Catanzaro, Catanzaro, Italy
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Neuroprotective effects of octreotide on diabetic neuropathy in rats. Biomed Pharmacother 2017; 89:468-472. [PMID: 28249248 DOI: 10.1016/j.biopha.2017.02.027] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2016] [Revised: 01/31/2017] [Accepted: 02/09/2017] [Indexed: 11/21/2022] Open
Abstract
The purpose of the present study is to investigate the possible healing effects of octreotide (OCT) on motor performance, electrophysiological and histopathological findings of diabetic neuropathy in a rat model of diabetes mellitus (DM). To induce diabetes, rats were administered a single dose (60mg/kg) of streptozotocin (STZ). Diabetic rats were treated either with saline (1ml/kg/day, n=7) or OCT (0.1mg/kg/day, n=7) for four weeks. Seven rats served as control group and received no treatment. At the end of the study, electromyography (EMG), gross motor function (inclined plate test), general histology and the perineural thickness of sciatic nerve were evaluated. At the end of study, weight loss was significantly lower in OCT treated rats than that of saline treated ones (p<0.001). Electrophysiologically, compound muscle action potential (CMAP) amplitudes of the saline treated DM group were significantly reduced than those of controls (p<0.0001). Also, distal latency and CMAP durations were significantly prolonged in saline treated DM group (p<0.05) compared to control. However, treatment of diabetic rats with OCT significantly counteracted these alterations in EMG. Furthermore, OCT significantly improved the motor performance scores in diabetic rats (p<0.05). Histomorphometric assessment of the sciatic nerve demonstrated a significant reduction in perineural thickness in OCT treated group compared to saline group. In conclusion, OCT possesses beneficial effects against STZ-induced diabetic neuropathy, which promisingly support the use of OCT as a neuroprotective agent in patients with diabetic neuropathy.
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Erbaş O, Oltulu F, Yılmaz M, Yavaşoğlu A, Taşkıran D. Neuroprotective effects of chronic administration of levetiracetam in a rat model of diabetic neuropathy. Diabetes Res Clin Pract 2016; 114:106-16. [PMID: 26795972 DOI: 10.1016/j.diabres.2015.12.016] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2015] [Revised: 12/04/2015] [Accepted: 12/28/2015] [Indexed: 01/01/2023]
Abstract
OBJECTIVE Diabetic neuropathy (DNP) is a frequent and serious complication of diabetes mellitus (DM) that leads to progressive and length-dependent loss of peripheral nerve axons. The purpose of the present study is to assess the neuroprotective effects of levetiracetam (LEV) on DNP in a streptozotocin (STZ)-induced DM model in rats. METHODS Adult Sprague-Dawley rats were administered with STZ (60mg/kg) to induce diabetes. DNP was confirmed by electromyography (EMG) and motor function test on 21st day following STZ injection. Study groups were assigned as follows; Group 1: Naïve control (n=8), Group 2: DM+1mL/kg saline (n=12), Group 3: DM+300mg/kg LEV (n=10), Group 4: DM+600mg/kg LEV (n=10). LEV was administered i.p. for 30 consecutive days. Then, EMG, motor function test, biochemical analysis (plasma lipid peroxides and total anti-oxidant capacity), histological and immunohistochemical analysis of sciatic nerves (TUNEL assay, bax, caspase 3, caspase 8 and NGF) were performed to evaluate the efficacy of LEV. RESULTS Treatment of diabetic rats with LEV significantly attenuated the inflammation and fibrosis in sciatic nerves and prevented electrophysiological alterations. Immunohistochemistry of sciatic nerves showed a considerable increase in bax, caspase 3 and caspase 8 and a decrease in NGF expression in saline-treated rats whereas LEV significantly suppressed apoptosis markers and prevented the reduction in NGF expression. Besides, LEV considerably reduced plasma lipid peroxides and increased total anti-oxidant capacity in diabetic rats. CONCLUSIONS The results of the present study suggest that LEV may have therapeutic effects in DNP through modulation of anti-oxidant and anti-apoptotic pathways.
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Affiliation(s)
- Oytun Erbaş
- Istanbul Bilim University School of Medicine, Department of Physiology, Istanbul, Turkey
| | - Fatih Oltulu
- Ege University School of Medicine, Department of Histology and Embryology, Izmir, Turkey
| | - Mustafa Yılmaz
- Mugla University School of Medicine, Department of Neurology, Mugla, Turkey
| | - Altuğ Yavaşoğlu
- Ege University School of Medicine, Department of Histology and Embryology, Izmir, Turkey
| | - Dilek Taşkıran
- Ege University School of Medicine, Department of Physiology, Izmir, Turkey.
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Erbaş O, Yılmaz M, Taşkıran D. Levetiracetam attenuates rotenone-induced toxicity: A rat model of Parkinson's disease. ENVIRONMENTAL TOXICOLOGY AND PHARMACOLOGY 2016; 42:226-230. [PMID: 26896611 DOI: 10.1016/j.etap.2016.02.005] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Accepted: 02/09/2016] [Indexed: 06/05/2023]
Abstract
Levetiracetam (LEV), a second-generation anti-epileptic drug, is used for treatment of both focal and generalized epilepsy. Growing body of evidence suggests that LEV may have neuroprotective effects. The present study was undertaken to investigate the neuroprotective effects of LEV on rotenone-induced Parkinson's disease (PD) in rats. Twenty-four adult Sprague-Dawley rats were infused with rotenone (3 μg/μl in DMSO) or vehicle (1 μl DMSO) into the left substantia nigra pars compacta (SNc) under stereotaxic surgery. PD model was assessed by rotational test ten days after drug infusion. The valid PD rats were randomly distributed into two groups; Group 1 (n=8) and Group 2 (n=8) were administered saline (1 ml/kg/day, i.p.) and LEV (600 mg/kg/day, i.p.) through 21 days, respectively. The effects of LEV treatment were evaluated by behavioral (rotation score), biochemical (brain homovalinic acid level and oxidant/antioxidant status) and immunohistochemical (tyrosine hydroxylase) parameters. Apomorphine-induced rotations in PD rats were significantly suppressed by LEV treatment. While unilateral rotenone lesion induced a dramatic loss of dopaminergic neurons both in the striatum and SNc, LEV treatment significantly attenuated the degenerative changes in dopaminergic neurons. Furthermore, LEV significantly decreased lipid peroxide levels, a marker of lipid peroxidation, and induced glutathione levels, catalase and superoxide dismutase activity in PD rats compared with saline group. We conclude that LEV may have beneficial effects on dopaminergic neurons against rotenone-induced injury. The underlying mechanism may be associated with the attenuation of oxidative stress.
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Affiliation(s)
- Oytun Erbaş
- Department of Physiology, İstanbul Bilim University School of Medicine, İstanbul, Turkey
| | - Mustafa Yılmaz
- Department of Neurology, Muğla University School of Medicine, Mugla, Turkey
| | - Dilek Taşkıran
- Department of Physiology, Ege University School of Medicine, İzmir, Turkey.
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Solmaz V, Aksoy D, Yılmaz M, Eser E, Erbas O. Demonstration of ameliorative effect of lacosamide: in a rat model of sepsis-induced critical illness polyneuropathy. Neurol Res 2015; 37:797-802. [PMID: 25916937 DOI: 10.1179/1743132815y.0000000040] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
OBJECTIVES Critical illness neuropathy (CIN) is a condition that may occur in diseases with severe systemic response, particularly in sepsis. The aim of this study is to investigate the potential anti-inflammatory and lipid-peroxidation inhibiting activities of lacosamide by measuring tumour necrotizing factor-alpha (TNF-alpha), C-reactive protein (CRP), malondialdehyde (MDA) and white blood cells (WBC) using electroneuromyography (ENMG) in rats with sepsis-induced critical illness neuropathy (SICIN). METHODS Cecal ligation and puncture (CLP) procedure was performed on 39 rats to induce a sepsis model. The study groups were designed as follows: Group 1: normal (nonoperative); Group 2: (sham-operated); Group 3: CLP (untreated group); Group 4: CLP and lacosamide 20 mg/kg; Group 5: CLP and lacosamide 40 mg/kg. TNF-alpha, C reactive protein, MDA and WBC levels was measured and compound muscle action potential (CMAP) distal latans, amplitudes were measured by using ENMG in rats with SICIN. RESULTS When untreated sepsis group was compared with both control and sham groups, CMAP amplitudes and latans were significantly lower (P < 000.1). When CLP, CLP+lacosamide 20 mg/kg and CLP+lacosamide 40 mg/kg groups were compared, plasma levels of TNF-alpha and MDA were significantly higher in the untreated CLP group (F = 12.74, P < 0.0001), (F = 19.43, P < 0.05). In the CLP+lacosamide 40 mg/kg group, CRP levels were significantly lower only compared to the CLP group (P < 0.001). DISCUSSION We have showed that lacosamide may have beneficial effects on early SICIN by its potential anti-inflammatory and lipid peroxidation inhibiting activities; however, further comprehensive studies are required to clarify these effects.
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Akman L, Erbas O, Akdemir A, Yavasoglu A, Taskiran D, Kazandi M. Levetiracetam ameliorates ovarian function in streptozotocin-induced diabetic rats. Gynecol Endocrinol 2015; 31:657-62. [PMID: 26291800 DOI: 10.3109/09513590.2015.1032931] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Diabetes mellitus can adversely affect gonadal function. In the present study, we aimed to investigate the protective effects and mechanism of action of levetiracetam (LEV) on the ovaries in a streptozotocin (STZ)-induced diabetes model in rats. Twenty-one adult female rats were assigned to three groups as control, diabetes group treated with 1 mL/kg/d saline (STZ + SP) and diabetes group treated with 600 mg/kg/d LEV (STZ + LEV). Following 4 weeks treatment, blood samples were collected for biochemical analysis and ovariectomy was performed for histopathological examination. Plasma anti-Mullerian hormone (AMH), glutathione and total anti-oxidant capacity values were significantly lower whereas lipid peroxides and transforming growth factor-β (TGF-β) values were significantly higher in STZ + SP group compared to control. LEV treatment successfully decreased lipid peroxidation and TGF-β levels, and also increased anti-oxidant parameters and AMH levels in diabetic rats. Saline-treated rats significantly displayed ovarian degeneration and decreased counts of follicles. However, treatment of diabetic rats with LEV effectively prevented the degenerative changes and follicle loss. Also, LEV suppressed ovarian nuclear factor-kappa B (NF-kB) immunoexpression in diabetic rats. Taken together, we propose that LEV can ameliorate the adverse effects of diabetes on ovarian function via decreasing NF-kB expression and oxidative stress and increasing anti-oxidant status in rats.
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Affiliation(s)
- Levent Akman
- a Department of Obstetrics and Gynecology , Ege University Medical School , Izmir , Turkey
- b Department of Stem Cell , Ege University, Institute of Health Sciences , Izmir , Turkey
| | | | - Ali Akdemir
- a Department of Obstetrics and Gynecology , Ege University Medical School , Izmir , Turkey
- b Department of Stem Cell , Ege University, Institute of Health Sciences , Izmir , Turkey
| | - Altug Yavasoglu
- d Department of Histology and Embryology , Ege University Medical School , Izmir , Turkey
| | | | - Mert Kazandi
- a Department of Obstetrics and Gynecology , Ege University Medical School , Izmir , Turkey
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Wieske L, Witteveen E, Verhamme C, Dettling-Ihnenfeldt DS, van der Schaaf M, Schultz MJ, van Schaik IN, Horn J. Early prediction of intensive care unit-acquired weakness using easily available parameters: a prospective observational study. PLoS One 2014; 9:e111259. [PMID: 25347675 PMCID: PMC4210178 DOI: 10.1371/journal.pone.0111259] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2014] [Accepted: 09/30/2014] [Indexed: 01/10/2023] Open
Abstract
INTRODUCTION An early diagnosis of Intensive Care Unit-acquired weakness (ICU-AW) using muscle strength assessment is not possible in most critically ill patients. We hypothesized that development of ICU-AW can be predicted reliably two days after ICU admission, using patient characteristics, early available clinical parameters, laboratory results and use of medication as parameters. METHODS Newly admitted ICU patients mechanically ventilated ≥2 days were included in this prospective observational cohort study. Manual muscle strength was measured according to the Medical Research Council (MRC) scale, when patients were awake and attentive. ICU-AW was defined as an average MRC score <4. A prediction model was developed by selecting predictors from an a-priori defined set of candidate predictors, based on known risk factors. Discriminative performance of the prediction model was evaluated, validated internally and compared to the APACHE IV and SOFA score. RESULTS Of 212 included patients, 103 developed ICU-AW. Highest lactate levels, treatment with any aminoglycoside in the first two days after admission and age were selected as predictors. The area under the receiver operating characteristic curve of the prediction model was 0.71 after internal validation. The new prediction model improved discrimination compared to the APACHE IV and the SOFA score. CONCLUSION The new early prediction model for ICU-AW using a set of 3 easily available parameters has fair discriminative performance. This model needs external validation.
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Affiliation(s)
- Luuk Wieske
- Department of Intensive Care Medicine, Academic Medical Center, Amsterdam, the Netherlands
- Department of Neurology, Academic Medical Center, Amsterdam, the Netherlands
- Laboratory of Experimental Anesthesiology and Intensive Care (L•E•I•C•A), Academic Medical Center, Amsterdam, the Netherlands
| | - Esther Witteveen
- Department of Intensive Care Medicine, Academic Medical Center, Amsterdam, the Netherlands
- Laboratory of Experimental Anesthesiology and Intensive Care (L•E•I•C•A), Academic Medical Center, Amsterdam, the Netherlands
| | - Camiel Verhamme
- Department of Neurology, Academic Medical Center, Amsterdam, the Netherlands
| | | | | | - Marcus J. Schultz
- Department of Intensive Care Medicine, Academic Medical Center, Amsterdam, the Netherlands
- Laboratory of Experimental Anesthesiology and Intensive Care (L•E•I•C•A), Academic Medical Center, Amsterdam, the Netherlands
| | - Ivo N. van Schaik
- Department of Neurology, Academic Medical Center, Amsterdam, the Netherlands
| | - Janneke Horn
- Department of Intensive Care Medicine, Academic Medical Center, Amsterdam, the Netherlands
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