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Characteristics of acute kidney injury in patients with acute decompensation of heart failure 心力衰竭急性失代偿患者急性肾损伤的特点
Q4 Medicine Pub Date : 2023-10-22 DOI: 10.21518/ms2023-319
V. V. Davydov, E. L. Arehina
Introduction. Acute decompensation of heart failure (AHF) can cause acute kidney injury (AKI), hyponatremia, episodes of oliguria and polyuria in the treatment of furosemide. These complications lengthen the time of hospitalization, increase the economic costs of treatment and worsen the prognosis. Currently, the relationship of these manifestations in patients with CHF has not been studied. Objective. To evaluate the effect of AKI on the rate of diuresis and the level of plasma sodium during the complex therapy of AHF. Materials and methods . Kidney function was assessed in 125 patients receiving complex therapy for AHF. The glomerular filtration rate (GFR) was determined in two ways: by the level of creatinine and cystatin C in blood serum. The number of AKI, hyponatremia, episodes of oliguria and polyuria were studied. An analysis of the relationship between these events was carried out. Results. At the time of admission to the hospital, the study of GFR by the level of cystatin C showed 2.6 times more AKI than by the level of creatinine. In total, AKI was found in 22.4% of cases, hyponatremia in 24.8%, episodes of oliguria in 18.4%, episodes of polyuria in 24.8%. The analysis showed that there is a connection of violations of the rate of diuresis and hyponatremia with AKI. Conclusions. Сases of impaired urinary excretion and hyponatremia during AHF therapy are more common in patients with AKI.
介绍。急性心衰失代偿(AHF)可引起急性肾损伤(AKI)、低钠血症、速尿治疗时少尿和多尿发作。这些并发症延长了住院时间,增加了治疗的经济成本,恶化了预后。目前,这些表现在CHF患者中的关系尚未得到研究。目标。目的:探讨AKI对AHF复合治疗中利尿率及血浆钠水平的影响。材料和方法。对125例接受AHF综合治疗的患者进行肾功能评估。肾小球滤过率(GFR)通过两种方法测定:血清肌酐和胱抑素C水平。研究了AKI、低钠血症、少尿和多尿的发生率。对这些事件之间的关系进行了分析。结果。入院时,胱抑素C水平对GFR的研究显示AKI是肌酐水平的2.6倍。总的来说,有22.4%的病例出现AKI, 24.8%的病例出现低钠血症,18.4%的病例出现少尿,24.8%的病例出现多尿。分析表明,利尿率和低钠血症的违反与AKI有关。结论。Сases在AHF治疗期间尿排泄受损和低钠血症在AKI患者中更为常见。
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引用次数: 0
The role of echocardiography in management of patients with hypertrophic cardiomyopathy (review) 超声心动图在肥厚性心肌病治疗中的作用(综述)
Q4 Medicine Pub Date : 2023-10-22 DOI: 10.21518/ms2023-265
G. G. Taradin, G. A. Ignatenko, I. V. Rakitskaya
The presented contains the discussion about the role of echocardiography in management of patients with hypertrophic cardiomyopathy (HCM). The article provides general information about the role of echocardiography in the diagnosis of the disease, clarification of the specific etiology of hypertrophy and differential diagnosis with secondary hypertrophy and phenocopies of HCMP. The features of right and left ventricular (LV) hypertrophy, determination of its predominant localization, phenotype, and conventionally used parameters for assessing myocardial hypertrophy, including the maximum LV wall thickness, LV myocardial mass and LV myocardial mass index, are discussed in detail. Knowledge of phenotypic variants helps to diagnose HCMP, to differentiated approach the management of patients and to choose the optimal treatment strategy. Special attention is paid to the assessment of the structure and function of the mitral valve (MV), the subvalvular apparatus and the phenomenon of systolic anterior motion of the MV responsible for the development of obstruction of the LV outflow tract. The previously existing opinion that cardiac abnormality in HCMP is limited only by hypertrophy of ventricular myocardium has recently undergone changes. Approximately 60% of patients with HCMP have at least one MV anomaly as a direct consequence of genetic mutations. The most common abnormalities that can be detected with echocardiography include elongation of the valvular leaflets and chords, prolapse of the valvular leaflets, hypertrophy, disposition and change in the number of papillary muscles. The importance and significance of assessing LV systolic and diastolic functions using echocardiography is emphasized. The role of transesophageal echocardiography in visualization of hypertrophy features of the MV structure and in the perioperative period during surgical correction of hypertrophied septum and valvular defects is also discussed.
介绍了超声心动图在肥厚性心肌病(HCM)患者管理中的作用的讨论。本文就超声心动图在该病诊断中的作用、肥厚的具体病因、继发性肥厚的鉴别诊断和HCMP的表型等方面作一综述。本文详细讨论了左、右心室肥厚的特征、主要部位的确定、表型以及评估心肌肥厚的常用参数,包括最大左室壁厚、左室心肌质量和左室心肌质量指数。表型变异的知识有助于诊断HCMP,对患者进行差异化的管理和选择最佳的治疗策略。特别注意的是评估二尖瓣(MV)的结构和功能,瓣下装置和二尖瓣收缩期前运动现象负责左室流出道梗阻的发展。先前认为HCMP的心脏异常仅受心室心肌肥厚限制的观点最近发生了变化。大约60%的HCMP患者至少有一个MV异常,这是基因突变的直接后果。超声心动图最常见的异常包括瓣膜小叶和索的伸长,瓣膜小叶的脱垂,肥大,乳头肌的分布和数量的改变。强调了超声心动图评价左室收缩和舒张功能的重要性和意义。本文还讨论了经食管超声心动图在中隔肥大和瓣膜缺损手术矫正的围手术期显示中隔肥大特征的作用。
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引用次数: 0
Efficacy of sacubitril / valsartan in the treatment of chronic heart failure: an updated review 沙比利/缬沙坦治疗慢性心力衰竭的疗效:最新综述
Q4 Medicine Pub Date : 2023-10-22 DOI: 10.21518/ms2023-330
M. V. Leonova
Chronic heart failure (CHF) is currently a common disease and the search for new approaches to the treatment of various forms of CHF remains relevant. Sacubitril/valsartan is a member of a new class of angiotensin-neprilysin receptor inhibitors (ARNIs) that act on key neurohormonal mechanisms, including the RAAS and natriuretic peptides. Simultaneous inhibition of RAAS and neprilysin provides more effective neurohormonal modulation, preventing clinical deterioration in patients with CHF. New mechanisms of action of sacubitril/valsartan associated with the inhibition of several targets involved in cardiac hypertrophy, fibrosis, cardiac remodeling and apoptosis have been disclosed. Sacubitril/valsartan is recommended for CHF with low ejection fraction (EF) in addition to traditional therapy with ACE inhibitors, mineralocorticoid receptor antagonists, beta-blockers, and also has an independent effect. A number of studies have shown the effect of sacubitril/valsartan on heart remodeling, a decrease in the level of the NT-proBNP biomarker and an improvement in EF, and according to the PARADIGM-HF study, the drug significantly reduced the risk of cardiovascular mortality by 20% and hospitalizations for CHF by 21%, which found confirmation in three meta-analyses. The use of sacubitril/valsartan in CHF with preserved and intermediate EF showed a beneficial therapeutic effect and a decrease in the level of biomarkers, as well as a significant decrease in the frequency of hospitalizations due to CHF by 15–22%, but without a significant advantage in terms of the effect on mortality, which supported by several meta-analyses of studies. A number of large meta-analyses of studies of sacubitril/valsartan in CHF have shown reverse cardiac remodeling and a reduced risk of atrial fibrillation. Thus, the accumulated data substantiate and expand the possibilities of using sacu-bitril/valsartan in CHF.
慢性心力衰竭(CHF)目前是一种常见疾病,寻找治疗各种形式CHF的新方法仍然具有重要意义。Sacubitril/缬沙坦是一类新的血管紧张素-neprilysin受体抑制剂(ARNIs)的成员,作用于关键的神经激素机制,包括RAAS和利钠肽。同时抑制RAAS和neprilysin提供更有效的神经激素调节,防止CHF患者的临床恶化。sacubitril/缬沙坦的新作用机制与抑制涉及心脏肥大、纤维化、心脏重塑和细胞凋亡的几个靶点有关。对于低射血分数(EF)的CHF,除了传统的ACE抑制剂、矿皮质激素受体拮抗剂、β受体阻滞剂治疗外,还推荐使用Sacubitril/缬沙坦。许多研究表明,苏比里尔/缬沙坦对心脏重塑有影响,可降低NT-proBNP生物标志物水平,改善EF,根据PARADIGM-HF研究,该药物可显着降低20%的心血管死亡率和21%的心力衰竭住院风险,这在三个荟萃分析中得到证实。在保留EF和中度EF的CHF中,使用苏比里尔/缬沙坦显示出有益的治疗效果,生物标志物水平降低,因CHF住院的频率显著降低15-22%,但在死亡率方面没有显著优势,几项研究的荟萃分析支持了这一点。许多大型荟萃分析研究表明,舒比利/缬沙坦治疗CHF可以逆转心脏重构并降低房颤的风险。因此,积累的数据证实并扩大了在CHF中使用sacu-bitril/缬沙坦的可能性。
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引用次数: 0
Anticoagulant therapy with apixaban based on a pharmacogenetic approach: a course to safety 基于药物遗传学方法的阿哌沙班抗凝治疗:一个安全的过程
Q4 Medicine Pub Date : 2023-10-22 DOI: 10.21518/ms2023-332
L. V. Fedina, I. N. Sychev, N. P. Denisenko, Sh. P. Abdullaev, K. B. Mirzaev, D. A. Sychev
For the past 60 years, vitamin K antagonists (VKAs) have been the main drugs used for long-term oral anticoagulant therapy. Because of the significant limitations of AVCs, direct-acting oral anticoagulants (DOAKs) have been developed over the past decade. DOAKs have a predictable pharmacokinetic profile and lack the disadvantages of vitamin K antagonists. Apixaban is an oral direct-acting factor Xa inhibitor used for the prevention of thromboembolic complications in patients with non-valvular atrial fibrillation (AF) and deep vein thrombosis. Despite the use of recommended dosages, some patients may still experience bleeding or lack the desired anticoagulant effect. With this in mind, it is critical to explore new uses for direct oral anticoagulants and to predict their dosage when used in monotherapy or in combination with other drugs. In addition, recent studies have documented individual variability in plasma POAC levels. DOAC pharmacogenetics is a relatively new area of research. There is a need to understand the role of pharmacogenetics in adapting anticoagulant therapy according to a patient’s genetic characteristics. In this scientific review of current data, we detail the pharmacokinetics and pharmacogenetics of apixaban as well as new data concerning the clinical characteristics that predetermine the necessary dosage and risk of adverse drug reactions (ADRs). Indeed, the results obtained to date from basic and clinical studies certainly indicate an undeniable influence of genomic changes on the pharmacokinetics of POACs.
在过去的60年里,维生素K拮抗剂(VKAs)一直是长期口服抗凝治疗的主要药物。由于avc的显著局限性,直接作用口服抗凝剂(DOAKs)在过去十年中得到了发展。DOAKs具有可预测的药代动力学特征,并且缺乏维生素K拮抗剂的缺点。阿哌沙班是一种口服直接作用因子Xa抑制剂,用于预防非瓣膜性心房颤动(AF)和深静脉血栓形成患者的血栓栓塞并发症。尽管使用推荐剂量,一些患者仍可能出现出血或缺乏预期的抗凝效果。考虑到这一点,探索直接口服抗凝剂的新用途以及预测其在单独治疗或与其他药物联合使用时的剂量至关重要。此外,最近的研究也记录了血浆POAC水平的个体差异。DOAC药物遗传学是一个相对较新的研究领域。有必要了解药物遗传学在根据患者的遗传特征调整抗凝治疗中的作用。在这篇对现有数据的科学回顾中,我们详细介绍了阿哌沙班的药代动力学和药物遗传学,以及关于预先确定必要剂量和药物不良反应(adr)风险的临床特征的新数据。事实上,迄今为止从基础和临床研究中获得的结果肯定表明,基因组变化对POACs的药代动力学具有不可否认的影响。
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引用次数: 0
Features of treatment of transthyretin amyloid cardiomyopathy: clinical case 转甲状腺素淀粉样心肌病的治疗特点:临床一例
Q4 Medicine Pub Date : 2023-10-22 DOI: 10.21518/ms2023-305
S. N. Nasonova, O. Ya. Chaikovskaia, A. A. Shoshina, Yu. F. Osmolovskaya, I. V. Zhirov, S. N. Tereshchenko
For several years, there has been a significant increase in the number of patients diagnosed with cardiac amyloidosis or amyloid cardiomyopathy (AC). The reason is the growing concern of specialists about amyloidosis and the increased accuracy of the instrumental methods of examination of patients of cardiological profile. Nowadays, more than 30 types of amyloidosis are known, however, the two main types are most commonly associated with cardiac involvement: amyloidosis of light chains (AL) and transthyretin amyloidosis (ATTR). Regardless of the underlying pathogenesis of amyloid production, cardiac involvement is the main cause of mortality in systemic amyloidosis. In addition to difficulties in early diagnosis, there are difficulties with further management of the disease. With the appearance of specific treatment, different depending on the type of amyloidosis, the problem of symptomatic therapy in these patients has become acute. Heart failure (HF) signs are usually prevalent in cardiac signs. Besides, patients with AC often have various arrhythmias and heart conduction disorders. However, the selection of heart failure therapy in patients with AC is complicated by the development of restrictive hemodynamic phenotype and concomitant autonomic dysfunction, making it impossible to manage standard heart failure therapy. The article presents a clinical case of a patient with a hereditary type of transthyretin amyloidosis with the cardiac involvement, whose main clinical manifestations were heart failure, cardiac rhythm and conductions disorders. This case demonstrates the importance of comprehensive and personalized approach in the management of ATTR-AC, the features of pathophysiology which require special approaches even to management of symptomatic therapy.
近年来,被诊断为心脏淀粉样变性或淀粉样心肌病(AC)的患者数量显著增加。原因是专家对淀粉样变性的日益关注,以及对心脏病患者的仪器检查方法的准确性的提高。目前,已知的淀粉样变性有30多种,然而,两种主要类型最常与心脏病变相关:轻链淀粉样变性(AL)和甲状腺转维蛋白淀粉样变性(ATTR)。无论淀粉样蛋白产生的潜在发病机制如何,心脏受累是全身性淀粉样变性死亡的主要原因。除了早期诊断困难外,进一步治疗该病也有困难。随着特异性治疗的出现,根据淀粉样变性的类型不同,对症治疗的问题在这些患者中已经变得急迫。心衰(HF)体征通常是心脏体征中最常见的。此外,AC患者常伴有各种心律失常和心脏传导障碍。然而,AC患者心衰治疗的选择由于限制性血流动力学表型的发展和伴随的自主神经功能障碍而变得复杂,使得无法管理标准的心衰治疗。本文报告1例遗传性甲状腺转蛋白淀粉样变累及心脏的临床病例,主要临床表现为心力衰竭、心律和传导障碍。本病例显示了综合和个性化治疗atr - ac的重要性,病理生理学的特点需要特殊的方法,甚至对症治疗的管理。
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引用次数: 0
Left ventricular myocardial hypertrophy and strain changes in children with hypertrophic cardiomyopathy 肥厚性心肌病患儿左室心肌肥厚及应变变化
Q4 Medicine Pub Date : 2023-10-22 DOI: 10.21518/ms2023-348
N. Yu. Chernykh, A. A. Tarasova, O. S. Groznova
Introduction. An assessment of the relationship between the severity of hypertrophy and changes in the myocardial strain at which systolic disfunction is detected in children with hypertrophic cardiomyopathy (HCM) is clearly essential. Aim. To assess the relationship between hypertrophy and the myocardial strain in children with hypertrophic cardiomyopathy (HCM). Materials and methods . 61 patients aged between 7 and 17 years with a primary form of HCM underwent an ultrasound examination of the heart using standard techniques. An assessment of the left ventricular systolic function performed using of-line the two-dimensional (2D) speckle-tracking mode with analysis parameters that included global and segmental longitudinal, circumferential, and radial myocardial strains. The analysis of hypertrophy of myocardial segments carried out taking into account the absolute values of the thickness of the left ventricular myocardium in systole and diastole, depending on age, in terms of standard deviation units in the population (Z-score factor). Results. A decrease in longitudinal strain below the relevant values, an increase in radial strain, and no changes in circular strain were observed when the thickness of the left ventricular myocardium increased over 2.48Z. A further decrease in radial strain was observed when myocardial thickness was over 4.24Z, and circular strain was over 3.16Z. The relationship between myocardial hypertrophy and longitudinal strain had an inverse linear relationship: the lower the strain values, the greater the thickness of the myocardium. With increasing thickness of the myocardium, the radial strain first tended to increase in a compensatory manner, but it decreased when myocardial thickness increased over 4.24Z. The circular strain, as well as longitudinal one, has an inverse linear relationship, but with longer preservation of normal values when myocardial hypertrophy increases. Conclusion. Children with HCM demonstrate various types of relationships between hypertrophy and myocardial strain, which detection is important for the assessment of the left ventricular systolic function to improve the prognosis and therapeutic approach to the disease. A comprehensive approach to the assessment of myocardial strain in children with HCM should include not only a routine identification of global strain, but also assessment of the segmental strain to detect early signs of myocardial dysfunction. Comparison of measures of various types of strain and the thickness of the left ventricular myocardium has a very important diagnostic value for understanding the degree of changes in its kinetics.
介绍。评估肥厚性心肌病(HCM)患儿心肌肥厚的严重程度与心肌应变变化之间的关系显然是必要的。的目标。探讨肥厚性心肌病(HCM)患儿心肌肥厚与心肌应变的关系。材料和方法。61例年龄在7至17岁之间的原发性HCM患者采用标准技术进行了心脏超声检查。左心室收缩功能的评估采用直线二维(2D)斑点跟踪模式,分析参数包括全局和节段的纵向、圆周和径向心肌应变。心肌节段肥厚的分析考虑了左心室收缩和舒张期心肌厚度随年龄的绝对值在总体中的标准差单位(Z-score因子)。结果。当左室心肌厚度大于2.48Z时,纵应变下降到相关值以下,径向应变增加,圆周应变无变化。心肌厚度大于4.24Z时,径向应变进一步减小,圆周应变大于3.16Z。心肌肥厚与纵应变呈反比线性关系,应变值越小,心肌厚度越大。随着心肌厚度的增加,径向应变首先呈代偿性增加的趋势,但在心肌厚度超过4.24Z时,径向应变减小。圆形应变与纵向应变均呈反比线性关系,但心肌肥厚增加时,其正常值保存时间较长。结论。HCM患儿表现出肥厚与心肌应变之间的多种关系,其检测对于评估左室收缩功能、改善预后和治疗方法具有重要意义。评估HCM患儿心肌应变的综合方法不仅应包括常规的整体应变识别,还应包括评估节段应变以发现心肌功能障碍的早期迹象。比较不同类型应变和左心室心肌厚度的测量值,对了解左心室心肌动力学变化的程度具有非常重要的诊断价值。
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引用次数: 0
Vital issue of intimate care for women 对妇女亲密关怀的重要问题
Q4 Medicine Pub Date : 2023-10-21 DOI: 10.21518/ms2023-327
E. V. Dvoriankova, L. R. Sakaniya, O. M. Kantin, I. M. Korsunskaya
The vulva and vagina are a unique anatomical region, which anatomy and physiology changes throughout a woman's life. The most noticeable changes are hormone-mediated and are associated with the onset of puberty, menstrual cycle, pregnancy and menopause. The microbiome changes over time due to various factors, such as hormones, which leads to a change in pH. Various hygiene practices and habits also have a huge impact on the microflora of the vulva and vagina, and therefore on a woman’s health. Today, the market offers a huge number of care and hygiene products designed for the genital area of women. But, unfortunately, information about their correct use and safety of use is limited. For example, various health behaviours, such as vaginal douching and pubic hair removal are still widely used, although there is some evidence of their negative impacts on the health of the vulva and vagina. Despite the abundance of specialized intimate hygiene products, the use of general care products that are not intended for the genital area and therefore can cause irritation, itching and other unpleasant effects is reported. Foreign guidelines for intimate female hygiene practices resolve itself to recommendations of daily vulva cleansing with a gentle hypoallergenic liquid wash. There is a need to increase women's awareness about rational choice of feminine hygiene products and disorders of the vulva and vagina to improve their intimate health.
外阴和阴道是一个独特的解剖区域,其解剖和生理变化贯穿于女性的一生。最明显的变化是激素介导的,与青春期、月经周期、怀孕和更年期的开始有关。随着时间的推移,由于各种因素,如激素,导致ph值的变化,微生物群会发生变化。各种卫生习惯和习惯也会对外阴和阴道的微生物群产生巨大影响,从而影响女性的健康。今天,市场上提供了大量为女性生殖器设计的护理和卫生产品。但是,不幸的是,关于正确使用和安全使用的信息是有限的。例如,各种保健行为,如阴道冲洗和除阴毛,仍然被广泛使用,尽管有一些证据表明它们对外阴和阴道的健康有负面影响。尽管有大量专门的私密卫生产品,但据报道,使用一般护理产品不是针对生殖器区域的,因此可能导致刺激、瘙痒和其他不愉快的影响。国外的女性私密卫生习惯指南建议每天用温和的低过敏性液体清洗外阴。有必要提高妇女对女性卫生用品的理性选择和外阴和阴道疾病的认识,以改善她们的亲密健康。
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引用次数: 0
Menopause and sleep disturbances 更年期和睡眠障碍
Q4 Medicine Pub Date : 2023-10-21 DOI: 10.21518/ms2023-333
N. N. Stenyaeva, D. F. Khritinin, E. Yu. Stenyaev
The menopause in a woman’s life is one of the most significant events indicating the large-scale changes in the hypothalamus-pituitary-ovarian axis function. Gonadal steroid hormones are actively involved in the central nervous system (CNS) growth, differentiation, physiology and ageing processes. Sleep provides restoration of the central nervous system, and also contributes to memory consolidation. Sleep influences the two primary effector systems, the hypothalamus-pituitary-adrenal (HPA) axis and the sympathetic nervous system (SNS), which in turn regulate adaptive and innate immune responses. During sleep, blood levels of cortisol, adrenaline and norepinephrine drop, whereas the levels of neurotransmitters such as growth hormone, prolactin and melatonin show a steep increase. We get more and more facts showing the role of sleep in the processes of immunogenesis and metabolism, in particular fat metabolism. A systematic modern literature analysis on the prevalence and structure of sleep disturbances in women during pre-, peri- and postmenopause was carried out. The results of individual studies revealing the relationship between sleep disturbances and hormone levels including levels of sex steroids are presented. A review of current scientific evidence shows conclusively that the neuroendocrine system significantly determines the sleep quality. Sleep disturbances associated with RLS, COAC are highly prevalent, especially among postmenopausal women, due to declining ovarian function and deficiency of sex steroids. The results of conducted studies support the continued study and analysis of the relationships between gender, neuroendocrine factors, sleep disorders and the search for effective methods for their treatment. SonNorm Duo containing melatonin, peppermint leaf oil, and motherwort herb extract is one of the drugs used to manage sleep disturbances. SonNorm Duo is an adaptogenic sedative drug that is indicated for sleep disturbances, circadian rhythm sleep-wake disorders associated with rapid travel across multiple time zones.
更年期是女性一生中下丘脑-垂体-卵巢轴功能发生大规模变化的最重要事件之一。性腺类固醇激素积极参与中枢神经系统(CNS)的生长、分化、生理和衰老过程。睡眠有助于中枢神经系统的恢复,也有助于记忆的巩固。睡眠影响两个主要的效应系统,下丘脑-垂体-肾上腺(HPA)轴和交感神经系统(SNS),它们反过来调节适应性和先天免疫反应。在睡眠期间,血液中的皮质醇、肾上腺素和去甲肾上腺素水平下降,而生长激素、催乳素和褪黑素等神经递质水平则急剧上升。越来越多的事实表明睡眠在免疫发生和代谢过程中的作用,特别是脂肪代谢。本文对绝经前、围绝经期和绝经后女性睡眠障碍的患病率和结构进行了系统的现代文献分析。个人研究的结果揭示了睡眠障碍和激素水平之间的关系,包括性类固醇水平。一项对当前科学证据的回顾得出结论,神经内分泌系统显著地决定了睡眠质量。由于卵巢功能下降和性类固醇缺乏,睡眠障碍与RLS、COAC相关的情况非常普遍,特别是在绝经后妇女中。所进行的研究结果支持继续研究和分析性别、神经内分泌因素、睡眠障碍之间的关系,并寻求有效的治疗方法。SonNorm Duo含有褪黑素、薄荷叶油和益母草提取物,是一种用于治疗睡眠障碍的药物。SonNorm Duo是一种适应性镇静药物,适用于睡眠障碍,昼夜节律睡眠-觉醒障碍,与跨多个时区的快速旅行有关。
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引用次数: 0
Deep machine learning applied to support clinical decision-making in the treatment of infertility using assisted reproductive technologies 深度机器学习应用于辅助生殖技术治疗不孕症的临床决策
Q4 Medicine Pub Date : 2023-10-21 DOI: 10.21518/ms2023-368
Ju. S. Drapkina, N. Р. Makarova, P. D. Tataurova, E. A. Kalinina
Introduction . Machine learning (ML) applied to data analysis allows to more accurately and targetedly determine the most significant correctable and non-correctable predictors of onset of pregnancy in assisted reproductive technology (ART) programs in patients of different age groups. Analysis of data using various techniques and comparison of results obtained via two models will determine the most significant factors for onset of pregnancy in the ART program. Aim . To determine the most significant clinical and embryological predictors of onset of pregnancy using standard regression analysis and a decision tree algorithm to predict pregnancy in the ART program. Materials and methods . A total of 1,021 married couples were included in the retrospective study. The study analysed clinical and laboratory test findings and stimulated cycle parameters depending on the effectiveness of the ART program. A regression analysis was carried out and a decision tree algorithm was built using the Gini criterion to determine the most significant factors. Results . We identified “general” signs that require further validation on other models, including ML: the presence/absence of a history of pregnancies, stimulated cycle parameters (oocyte cumulus complex, number of metaphase II (MII) oocytes, number of zygotes), spermogram indicators on the day of puncture, number of high and good quality embryos, as well as the embryo grading. Conclusion . rFSH (follitropin-alpha, Gonal-f) gives a significant result in two of the five available age groups, follitropin-beta, corifollitropin alfa – in one of the five groups only. Building a model that includes not only the couple’s medical history data, but also molecular markers using machine learning methods will not only allow us to most accurately determine the most promising groups of patients for in vitro fertilization (IVF) programs, but also increase the efficiency of ART programs by selecting the highest quality embryo to be transferred.
介绍。将机器学习(ML)应用于数据分析,可以更准确、更有针对性地确定辅助生殖技术(ART)项目中不同年龄组患者中最重要的可纠正和不可纠正的怀孕预测因素。使用各种技术对数据进行分析,并比较通过两种模型获得的结果,将确定抗逆转录病毒治疗计划中怀孕发生的最重要因素。的目标。使用标准回归分析和决策树算法来预测ART项目中的妊娠,确定妊娠发生的最重要的临床和胚胎学预测因素。材料和方法。共有1021对已婚夫妇参与了这项回顾性研究。该研究分析了临床和实验室测试结果,并根据ART计划的有效性刺激周期参数。通过回归分析,利用基尼系数建立决策树算法,确定最显著因素。结果。我们确定了需要在其他模型上进一步验证的“一般”迹象,包括ML:有无妊娠史,刺激周期参数(卵母细胞积云复合体,中期II (MII)卵母细胞数量,受精卵数量),穿刺当天的精子图指标,高质量和优质胚胎数量,以及胚胎分级。结论。rFSH(卵泡素- α, Gonal-f)在5个可用年龄组中的2个中给出了显著的结果,卵泡素- β,卵泡素- α仅在5个年龄组中的1个中出现。建立一个模型,不仅包括夫妇的病史数据,还包括使用机器学习方法的分子标记,不仅可以让我们最准确地确定体外受精(IVF)计划最有希望的患者群体,还可以通过选择最高质量的胚胎进行移植来提高ART计划的效率。
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引用次数: 0
Predictors of atrial thrombosis of persistent nonvalvular atrial fibrillation 持续性非瓣膜性房颤心房血栓形成的预测因素
Q4 Medicine Pub Date : 2023-10-21 DOI: 10.21518/ms2023-297
E. S. Mazur, V. V. Mazur, N. D. Bazhenov, Yu. A. Orlov
Introduction. The clinical significance of atrial fibrillation (AF) is associated with the development of thromboembolic complications that occur when thrombus from the left atrial appendage enter the systemic circulation. Transesophageal echocardiography can detect the left atrial appendage thrombus, but due to lack of availability, high cost and complexity of performing such a routine examination is unlikely. Therefore, the search for predictors of the left atrial appendage thrombosis is relevant, the presence of which may become the basis for a more in-depth instrumental examination of patients with AF.Aim. To identify predictors of atrial thrombosis in patients with persistent nonvalvular atrial fibrillation.Materials and methods. The 551 patients with persistent nonvalvular atrial fibrillation underwent transesophageal echocardiography before cardioversion, thrombus in the left atrial appendage was detected in 74 (13.4%) patients. All patients were selected into training (400 people) and validation (151 people) cohorts randomly. Multivariate logistic regression analysis was performed to identify predictors of atrial thrombosis in the derivation cohort.Results. Five factors influenced the atrial thrombosis independently. They are the ratio of the transmitral velocity to the mitral annulus early Diastolic velocity (E/e’) ≥ 12 (D), the absence or inadequate Anticoagulant therapy (A), atrial Fibrillation, not flutter (F), left atrial volume Index (I), and age ≥ 75 years (DAFI75 scale). The number of predictors corresponds the risk of detecting atrial thrombosis: the area under the characteristic curve was 0.818 (0.768–0.868) in the derivation cohort and 0.847 (0.761–0.934) in the validation cohort. The sensitivity of the DAFI75 criterion ≥ 3 in the derivation and validation cohorts is 91.7 and 92.9%, the specificity is 58.8 and 65.7%, the predictive value of a positive result is 28.2 and 21.7%, and the predictive value of a negative result is 97.6 and 98.9%.Conclusion. The presence of three or more predictors score DAFI75 allows predicting the absence of atrial thrombosis more than in 97% of case.
介绍。心房颤动(AF)的临床意义与左心房附件血栓进入体循环时发生血栓栓塞并发症的发展有关。经食管超声心动图可以检测到左心耳血栓,但由于缺乏可用性、高成本和复杂性,不太可能进行这种常规检查。因此,寻找左心房附件血栓形成的预测因素是相关的,其存在可能成为对房颤患者进行更深入仪器检查的基础。探讨持续性非瓣膜性心房颤动患者心房血栓形成的预测因素。材料和方法。551例持续性非瓣膜性房颤患者在复律前行经食管超声心动图检查,74例(13.4%)患者发现左心耳有血栓。所有患者随机分为训练组(400人)和验证组(151人)。进行多因素logistic回归分析,以确定衍生队列中心房血栓形成的预测因素。结果。5个因素独立影响心房血栓形成。它们是:传导速度与二尖瓣环早期舒张速度之比(E/ E’)≥12 (D),没有或不充分的抗凝治疗(A),心房颤动,非扑动(F),左房容积指数(I),年龄≥75岁(DAFI75量表)。预测因子数量与房内血栓形成风险的对应关系:衍生队列特征曲线下面积为0.818(0.768-0.868),验证队列特征曲线下面积为0.847(0.761-0.934)。推导和验证队列中DAFI75≥3标准的敏感性分别为91.7和92.9%,特异性分别为58.8和65.7%,阳性结果的预测值分别为28.2和21.7%,阴性结果的预测值分别为97.6和98.9%。结论。存在三个或更多的预测因子得分为DAFI75,可以预测97%以上的病例不存在心房血栓。
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Meditsinskiy Sovet
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