cardiac performance

心脏表现
  • 文章类型: Journal Article
    (1)背景:妊娠诱导显著的生理适应,对心血管系统有重大影响。妊娠高血压疾病(HDP)与孕产妇和胎儿并发症的重大风险有关,对全球发病率和死亡率有显著影响。这项研究的重点是通过分析心率变异性(HRV)来评估自主神经功能障碍,并通过斑点追踪超声心动图通过全局纵向应变(GLS)评估心脏性能。以及检查HDP孕妇与健康孕妇对照组的舒张功能。(2)方法:进行病例对照研究,包括诊断为妊娠期高血压(GH)的孕妇,先兆子痫(PE),或重度子痫前期(SPE)作为病例组,以健康孕妇为对照组。测量HRV以评估自主神经功能,使用斑点追踪超声心动图评估GLS,通过标准超声心动图参数评估舒张功能。数据进行了分析,以比较HDP和对照组之间的心脏性能和自主神经调节,以及不同的HDP亚群。(3)结果:与健康对照组相比,HDP组HRV参数显著降低,表明明显的自主神经功能障碍。斑点追踪超声心动图显示HDP女性的GLS较低,尤其是那些有SPE的人,与对照组相比。HDP组也存在舒张功能障碍。(4)结论:HRV和GLS是检测高血压孕妇自主神经功能障碍和心脏功能损害的有价值的非侵入性工具。这些发现表明,HDP中普遍存在自主神经和心脏功能障碍。
    (1) Background: Pregnancy induces significant physiological adaptations with substantial impacts on the cardiovascular system. Hypertensive disorders of pregnancy (HDPs) are connected to significant risks of maternal and fetal complications, contributing significantly to morbidity and mortality across the globe. This study focuses on evaluating autonomic dysfunction by analyzing heart rate variability (HRV) and assessing cardiac performance through global longitudinal strain (GLS) using speckle tracking echocardiography, as well as examining diastolic function in pregnant women with HDP compared to healthy pregnant controls. (2) Methods: A case-control study was conducted involving pregnant women diagnosed with gestational hypertension (GH), preeclampsia (PE), or severe preeclampsia (SPE) as the case group, and healthy pregnant women as the control group. HRV was measured to evaluate autonomic function, GLS was assessed using speckle tracking echocardiography, and diastolic function was evaluated through standard echocardiographic parameters. Data were analyzed to compare cardiac performance and autonomic regulation between the HDP and control group, as well as among the different HDP subgroups. (3) Results: The HDP group exhibited significantly reduced HRV parameters compared to healthy controls, indicating notable autonomic dysfunction. Speckle tracking echocardiography revealed lower GLS among women with HDP, particularly in those with SPE, compared to the control group. Diastolic dysfunction was also present in the HDP group. (4) Conclusions: HRV and GLS are valuable non-invasive tools for detecting autonomic dysfunction and cardiac performance impairments in pregnant women with hypertensive disorders. These findings suggest that autonomic and cardiac dysfunctions are prevalent in HDP.
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  • 文章类型: Letter
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  • 文章类型: Journal Article
    背景:已在重症监护病房(ICU)收治的急性呼吸窘迫综合征(ARDS)患者中描述了COVID-19的心脏表现。在该人群中尚未研究右心室(RV)舒张功能和性能的存在和影响。我们描述了RV舒张功能障碍的患病率,通过肺动脉瓣射血前A波(PVA波)评估,和RV系统-舒张相互作用,使用RV总等容时间(t-IVT),在COVID-19ARDS中。
    结果:前瞻性观察性研究纳入了入住ICU的中重度COVID-19ARDS患者,这些患者在入住ICU后24小时内接受了经胸超声心动图检查,在入住ICU期间至少进行了第二次超声心动图检查。呼吸,收集血液动力学和生化参数。163例患者(年龄61.0±9.3岁,72%的男性)被登记。36例患者(22.1%)有RV功能障碍,45(27.1%)左心室收缩功能障碍。73例(44.7%)患者出现PVA波。入住ICU时RVt-IVT与TAPSE相关(p<0.002;r-0.61),存在PVA波(p<0.001;r0.78),峰值吸气压力(PIP)(p<0.001;r0.42),PEEP(p<0.001;r0.68),动态驱动压力(DDP)(p<0.001;r0.58),和PaO2/FiO2比值(p<0.01;r=0.35)。PVA波的存在与较高的PIP相关(p<0.001;r0.45),较高的PEEP(p<0.001;r0.56),较高的DDP(p<0.01,r0.51),和较低的PaO2/FiO2比率(p<0.001;r=0.49)。
    结论:RVt-IVT和PVA波的存在是描述明显RV舒张功能障碍的非侵入性手段,可能被认为是COVID-19ARDS中RV表现的描述性体征。
    BACKGROUND: The cardiac manifestations of COVID-19 have been described in patients with acute respiratory distress syndrome (ARDS) admitted to intensive care unit (ICU). The presence and impact of right ventricular (RV) diastolic function and performance has not been studied in this population yet. We describe the prevalence of RV diastolic dysfunction, assessed by the pulmonary valve pre-ejection A wave (PV A wave), and the RV systo-diastolic interaction, using the RV total isovolumic time (t-IVT), in COVID-19 ARDS.
    RESULTS: Prospective observational study enrolling patients with moderate to severe COVID-19 ARDS admitted to ICU who underwent a transthoracic echocardiogram within 24 h of ICU admission and at least a second one during the ICU stay. Respiratory, hemodynamic and biochemistry parameters were collected. 163 patients (age 61.0 ± 9.3 years, 72% males) were enrolled. 36 patients (22.1%) had RV dysfunction, 45 (27.1%) LV systolic dysfunction. 73 patients (44.7%) had PV A wave. The RV t-IVT correlated with TAPSE at ICU admission (p < 0.002; r - 0.61), presence of PV A wave (p < 0.001; r 0.78), peak inspiratory pressure (PIP) (p < 0.001; r 0.42), PEEP (p < 0.001; r 0.68), dynamic driving pressure (DDP) (p < 0.001; r 0.58), and PaO2/FiO2 ratio (p < 0.01; r - 0.35). The presence of PV A wave was associated with higher PIP (p < 0.001; r 0.45), higher PEEP (p < 0.001; r 0.56), higher DDP (p < 0.01, r 0.51), and lower PaO2/FiO2 ratio (p < 0.001; r - 0.49).
    CONCLUSIONS: RV t-IVT and the presence of PV A wave are non-invasive means to describe a significant RV diastolic dysfunction and may be consider descriptive signs of RV performance in COVID-19 ARDS.
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  • 文章类型: Journal Article
    气候引起的入侵杂交(入侵和本地物种之间的繁殖)的扩展对全世界许多本地物种的持久性构成了重大威胁。在美国北部的落基山脉,在过去的几十年里,由于原生的割喉鳟鱼和非原生的虹鳟鱼之间的杂交增加,在某种程度上,气候驱动的水温上升。据推测,侵入性杂交可能会增强对气候引起的热应激的生理耐受性,因为实验室研究表明,虹鳟鱼的耐热性高于割喉鳟鱼。这里,我们评估了侵入性杂交是否能改善本地野生鳟鱼种群对急性水温应激的心脏表现.我们从四个溪流中收集了鳟鱼,这些溪流在个体之间具有广泛的非本地混合物,并且在Flathead河上游排水中具有不同的温度和水流状态,美国。我们测量了个体心脏性能(最大心率,\"MaxHR\",和心律失常时的体温,“ArrTemp”)在水温升高(10-28°C)的实验室试验中。在研究人群中,我们观察到,当暴露于热应激时,鳟鱼个体的心脏表现会发生显著变化。值得注意的是,我们发现,在本地的割喉鳟鱼种群中,心脏对热状态的反应存在显着差异,表明基因型与环境的相互作用在塑造本地割喉鳟鱼的生理表现中的重要性。然而,虹鳟鱼混合物对三个种群中任何一个的心脏性能(MaxHR和ArrTemp)都没有显着影响。我们的结果表明,在温暖的条件下,与适应温暖的物种的侵入性杂交不会增强天然鳟鱼的心脏性能。在热和水文不同的河流环境中保持众多种群对于本地鳟鱼适应和持续变暖的气候至关重要。
    Climate-induced expansion of invasive hybridization (breeding between invasive and native species) poses a significant threat to the persistence of many native species worldwide. In the northern U.S. Rocky Mountains, hybridization between native cutthroat trout and non-native rainbow trout has increased in recent decades due, in part, to climate-driven increases in water temperature. It has been postulated that invasive hybridization may enhance physiological tolerance to climate-induced thermal stress because laboratory studies indicate that rainbow trout have a higher thermal tolerance than cutthroat trout. Here, we assessed whether invasive hybridization improves cardiac performance response to acute water temperature stress of native wild trout populations. We collected trout from four streams with a wide range of non-native admixture among individuals and with different temperature and streamflow regimes in the upper Flathead River drainage, USA. We measured individual cardiac performance (maximum heart rate, \"MaxHR\", and temperature at arrhythmia, \"ArrTemp\") during laboratory trials with increasing water temperatures (10-28°C). Across the study populations, we observed substantial variation in cardiac performance of individual trout when exposed to thermal stress. Notably, we found significant differences in the cardiac response to thermal regimes among native cutthroat trout populations, suggesting the importance of genotype-by-environment interactions in shaping the physiological performance of native cutthroat trout. However, rainbow trout admixture had no significant effect on cardiac performance (MaxHR and ArrTemp) within any of the three populations. Our results indicate that invasive hybridization with a warmer-adapted species does not enhance the cardiac performance of native trout under warming conditions. Maintaining numerous populations across thermally and hydrologically diverse stream environments will be crucial for native trout to adapt and persist in a warming climate.
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  • 文章类型: Journal Article
    许多鱼类的温度上限是有限的,在某种程度上,通过心脏的能力,以满足在高温下增加的需氧量。因此,发育温度引起的心脏可塑性会影响耐热性。这里,我们确定了胚胎阶段的孵化温度如何影响长鳍冶炼物敏感幼虫阶段的不同温度下的心脏性能。我们将较大鱼的心脏测定法转移到9°C孵育的新孵化的幼虫中,12°C或15°C。我们测量了温度升高时的心率,以确定Arrhenius断点温度(TAB),热优化指标和两个热上限指标的代理:心率最大化时的温度(Tpeak)和心律失常发生时的温度(TArr)。较高的培养温度增加了TAB,Tpeak和TArr,但是所有三个指标的高度个体差异导致了TAB中个体的巨大重叠,跨温度的Tpeak和TArr。我们发现,10%的个体达到Tpeak或TArr的温度以及TAB相对于Tpeak的个体数量的温度(ΔN(TAB,Tpeak))最大,与从以前的研究中推断的热上限和热最优值更密切相关,与本研究的三个心脏指标的平均值进行比较。较高的孵育温度增加了10%的Tpeak和TArr阈值,但最大ΔN(TAB,Tpeak)基本上保持不变,这表明孵化温度可以调节一组幼虫的热限,但不能调节Topt。总的来说,通过测量不同温度的心脏性能,我们定义了热上限(10%阈值;Tpeak,14.4-17.5°C;TArr,16.9-20.2°C)和最佳(ΔN(TAB,Tpeak),12.4-14.4°C),可以指导长鳍冶炼的保护策略,并证明了该心脏测定法为鱼类早期生命阶段的保护计划提供信息的潜力。
    Upper thermal limits in many fish species are limited, in part, by the heart\'s ability to meet increased oxygen demand during high temperatures. Cardiac plasticity induced by developmental temperatures can therefore influence thermal tolerance. Here, we determined how incubation temperatures during the embryonic stage influence cardiac performance across temperatures during the sensitive larval stage of the imperiled longfin smelt. We transposed a cardiac assay for larger fish to newly hatched larvae that were incubated at 9°C, 12°C or 15°C. We measured heart rate over increases in temperature to identify the Arrhenius breakpoint temperature (TAB), a proxy for thermal optimum and two upper thermal limit metrics: temperature when heart rate is maximized (Tpeak) and when cardiac arrhythmia occurs (TArr). Higher incubation temperatures increased TAB, Tpeak and TArr, but high individual variation in all three metrics resulted in great overlap of individuals at TAB, Tpeak and TArr across temperatures. We found that the temperatures at which 10% of individuals reached Tpeak or TArr and temperatures at which number of individuals at TAB relative to Tpeak (ΔN(TAB,Tpeak)) was maximal, correlated more closely with upper thermal limits and thermal optima inferred from previous studies, compared to the mean values of the three cardiac metrics of the present study. Higher incubation temperatures increased the 10% Tpeak and TArr thresholds but maximum ΔN(TAB,Tpeak) largely remained the same, suggesting that incubation temperatures modulate upper thermal limits but not Topt for a group of larvae. Overall, by measuring cardiac performance across temperatures, we defined upper thermal limits (10% thresholds; Tpeak, 14.4-17.5°C; TArr, 16.9-20.2°C) and optima (ΔN(TAB,Tpeak), 12.4-14.4°C) that can guide conservation strategies for longfin smelt and demonstrated the potential of this cardiac assay for informing conservation plans for the early life stages of fish.
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  • 文章类型: Editorial
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  • 文章类型: Journal Article
    背景。血液动力学心脏分析仪(HCP)是一种新的,非侵入性,独立于操作员的筛选工具,使用六个独立的电极对额胸皮肤,和低强度,患者安全,高频施加交流电以测量心动周期期间的心室容积动力学,以产生心室容积-时间曲线(VTC)。Objective.在健康志愿者中验证来自HCP的VTC与来自MRI的VTC。方法。通过HCP和MRI在六名仰卧位健康参与者中获得了左心室和右心室VTC。由于HCP与MRI不兼容,在MRI之前和之后的20分钟内进行HCP测量,参与者没有间歇性的液体摄入或释放。计算组内相关系数(ICC)以验证HCP-VTC相对于MRI-VTC,并评估MRI前后HCP测量的可重复性。Bland-Altman图用于评估相关HCP和MRI-VTC衍生参数之间的一致性。通过计算变异系数和重复性系数来确定每个研究参与者的VTC衍生参数的HCP测量精度。主要结果。所有研究参与者的HCP和MRI之间的左心室和右心室VTCICC>0.8,表明HCP-VTC和MRI-VTC之间具有极好的一致性。HCP右心室VTC与MRI右心室VTC的平均ICC(范围)为0.94(0.88-0.99),似乎略高于HCP左心室VTC与MRI-VTC的平均ICC(0.91(0.80-0.96))。HCP测量收缩期(tSys)的重复性系数为45.0ms,平均值为282.9±26.3ms。双心室HCP-VTC的可重复性优异(ICC为0.96(0.907-0.995))。意义。通过HCP-VTC测量的心室容积动力学与通过MRI测量的VTC显示出极好的一致性。由于tSys异常是许多心脏病的征兆,HCP可能用作诊断筛查工具.
    Background.The hemodynamic cardiac profiler (HCP) is a new, non-invasive, operator-independent screening tool that uses six independent electrode pairs on the frontal thoracic skin, and a low-intensity, patient-safe, high-frequency applied alternating current to measure ventricular volume dynamics during the cardiac cycle for producing ventricular volume-time curves (VTCs).Objective.To validate VTCs from HCP against VTCs from MRI in healthy volunteers.Approach.Left- and right-ventricular VTCs were obtained by HCP and MRI in six healthy participants in supine position. Since HCP is not compatible with MRI, HCP measurements were performed within 20 min before and immediately after MRI, without intermittent fluid intake or release by participants. Intraclass correlation coefficients (ICCs) were calculated to validate HCP-VTC against MRI-VTC and to assess repeatability of HCP measurements before and after MRI. Bland-Altman plots were used to assess agreement between relevant HCP- and MRI-VTC-derived parameters. Precision of HCP\'s measurement of VTC-derived parameters was determined for each study participant by calculating the coefficients of variation and repeatability coefficients.Main results.Left- and right-ventricular VTC ICCs between HCP and MRI were >0.8 for all study participants, indicating excellent agreement between HCP-VTCs and MRI-VTCs. Mean (range) ICC of HCP right-ventricular VTC versus MRI right-ventricular VTC was 0.94 (0.88-0.99) and seemed to be slightly higher than the mean ICC of HCP left-ventricular VTC versus MRI-VTC (0.91 (0.80-0.96)). The repeatability coefficient for HCP\'s measurement of systolic time (tSys) was 45.0 ms at a mean value of 282.9 ± 26.3 ms. Repeatability of biventricular HCP-VTCs was excellent (ICC 0.96 (0.907-0.995)).Significance.Ventricular volume dynamics measured by HCP-VTCs show excellent agreement with VTCs measured by MRI. Since abnormal tSys is a sign of numerous cardiac diseases, the HCP may potentially be used as a diagnostic screening tool.
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  • 文章类型: Journal Article
    背景:这项研究使用超声心动图来调查妊娠期糖尿病(DM)母亲所生的婴儿的非侵入性心肌工作(MCW)指标(妊娠期DM:GDM),包括根据新分类标准诊断的患者和已有DM的患者。方法和结果:这种单一中心,回顾性研究包括25名GDM母亲所生的婴儿(称为“GDM婴儿”),这是通过怀孕期间口服葡萄糖耐量试验结果或在当前怀孕之前存在糖尿病来诊断的。我们评估了婴儿MCW之间的关系,例如全球建设性工作(GCW),全球工作指数(GWI),全球工作效率(GWE),和全球浪费工作(GWW),和母亲在怀孕期间的GDM最高HbA1c。GDM患者HbA1c水平与GWI*(r=-0.565)、GCW*(r=-0.641)呈负相关。在GDM婴儿中,GWI和GCW在HbA1c<6.5%时显著高于HbA1c>6.5%GDM者;然而,特定层整体纵向应变分析显示两组间无显著差异.GDM中HbA1c>6.5%的婴儿的压力-应变环往往小于GDM中HbA1c<6.5%的婴儿。
    结论:GDM的高血糖环境导致婴儿MCW受损。MCW可用于筛查GDM婴儿的心脏病。适当的母体血糖管理同时维持HbA1c<6.5%可能对GDM婴儿的心脏表现有益。
    This study used echocardiography to investigate non-invasive myocardial work (MCW) indices in infants born to mothers with diabetes mellitus (DM) in pregnancy (gestational DM: GDM), including those diagnosed under novel classification criteria and those with pre-existing DM.
    This single-centered, retrospective study included 25 infants born to mothers with GDM (termed \"infant with GDM\"), which was diagnosed by oral glucose tolerance test results during pregnancy or the presence of diabetes before the current pregnancy. We evaluated the relationship between the infant\'s MCW, such as global constructive work (GCW), global work index (GWI), global work efficiency (GWE), and global wasted work (GWW), and the mother\'s GDM maximal HbA1c during pregnancy. HbA1c level in GDM significantly negatively correlated with GWI* (r=-0.565) and GCW* (r=-0.641). In infants with GDM, GWI and GCW were significantly higher with <6.5% HbA1c than in those with >6.5% HbA1c GDM; however, the specific-layer global longitudinal strain analyses did not show any significant differences between the groups. The pressure-strain loop in infants with >6.5% HbA1c in GDM tended to be smaller than in those infants with <6.5% HbA1c GDM.
    The hyperglycemic environment of GDM leads to impaired MCW in the infants. MCW is useful for screening for cardiac illnesses among infants with GDM. Appropriate maternal blood glucose management while maintaining HbA1c <6.5% might be beneficial for the cardiac performance of infants with GDM.
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  • 文章类型: Journal Article
    因心血管毒性或缺乏疗效而退出市场的药物率高,经济负担,在化合物进入市场之前很长一段时间,已经增加了人类体外模型的相关性,例如人类(患者来源的)多能干细胞(hPSC)来源的工程化心脏组织(EHT),用于在药物开发管道的早期阶段评估化合物的功效和毒性。因此,EHT收缩特性是心脏毒性分析的高度相关参数,疾病表型,和心脏功能随时间的纵向测量。在这项研究中,我们开发并验证了软件HAARTA(高精度,自动和鲁棒的跟踪算法),它通过分割和跟踪明场视频来自动分析EHT的收缩特性,使用深度学习和具有亚像素精度的模板匹配。我们证明了鲁棒性,准确度,和软件的计算效率,通过将其与最先进的方法(MUSCLEMOTION)进行比较,并通过使用来自三个不同hPSC线的EHT数据集对其进行测试。HAARTA将促进EHTs收缩特性的标准化分析,这将有利于体外药物筛选和心脏功能的纵向测量。
    The high rate of drug withdrawal from the market due to cardiovascular toxicity or lack of efficacy, the economic burden, and extremely long time before a compound reaches the market, have increased the relevance of human in vitro models like human (patient-derived) pluripotent stem cell (hPSC)-derived engineered heart tissues (EHTs) for the evaluation of the efficacy and toxicity of compounds at the early phase in the drug development pipeline. Consequently, the EHT contractile properties are highly relevant parameters for the analysis of cardiotoxicity, disease phenotype, and longitudinal measurements of cardiac function over time. In this study, we developed and validated the software HAARTA (Highly Accurate, Automatic and Robust Tracking Algorithm), which automatically analyzes contractile properties of EHTs by segmenting and tracking brightfield videos, using deep learning and template matching with sub-pixel precision. We demonstrate the robustness, accuracy, and computational efficiency of the software by comparing it to the state-of-the-art method (MUSCLEMOTION), and by testing it with a data set of EHTs from three different hPSC lines. HAARTA will facilitate standardized analysis of contractile properties of EHTs, which will be beneficial for in vitro drug screening and longitudinal measurements of cardiac function.
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  • 文章类型: Journal Article
    目的:评估钠葡萄糖转运蛋白2(SGLT2)的表达,炎性细胞因子,和基线时乳房脂肪组织中的沉默调节蛋白,和血清细胞因子的脂肪与无脂肪的绝经前妇女在基线,在12个月的随访中。为了将SGLT2/细胞因子/沉默调节蛋白表达与临床变量相关联,以及它们在随访中的变化(Δ),作为内膜-中膜壁厚(IMT),左心室质量(LVM),左心室射血分数(LVEF),和心肌性能指标(MPI),及其正常化。
    背景:绝经前乳腺脂肪密度最低的女性(乳腺脂肪)与乳腺脂肪密度较高(非脂肪型乳腺)是心血管疾病的高危人群,预后较差。
    方法:我们分析了脂肪切除的脂肪乳房的SGLT2/细胞因子/沉默调节蛋白与非脂肪的绝经前妇女。我们将SGLT2/细胞因子/沉默调节蛋白与ΔIMT相关联,ΔLVM,ΔLVEF,和ΔMPI,和正常的心脏表现(NCP)在1年的随访。
    结果:脂肪与非脂肪乳腺过表达SGLT2/炎性细胞因子,沉默调节蛋白的最低值(p<0.05)。我们发现SGLT2(R20.745)之间存在直接相关性,TNFα(R20.262),和ΔMPI(p<0.05),和乳腺密度之间的负相关(R2-0.198),SIRT-3(R2-0.181),和ΔMPI(p<0.05)。脂肪乳腺(0.761,CI95%[0.101-0.915]),SGLT2(0.812,CI95%[0.674-0.978])和SIRT-3(1.945,CI95%[1.201-3.148])在随访1年时预测NCP。
    结论:脂肪与非脂肪乳腺癌女性过度表达SGLT2/炎性细胞因子,和下调的乳房沉默调节蛋白。SGLT2/炎性细胞因子表达与组织沉默蛋白3(tSIRT3)和乳腺百分比密度相反,与1年随访时的ΔMPI相关。脂肪肝和SGLT2反向预测NCP;SIRT-3增加了随访1年的NCP的概率。
    To evaluate the expression of sodium-glucose transporter 2 (SGLT2), inflammatory cytokines, and sirtuins in breast fat tissue at baseline, and serum cytokines of fatty vs. non-fatty pre-menopausal women at baseline, and at 12 months of follow-up. To correlate SGLT2/cytokines/sirtuins expression to clinical variables, and their changes (Δ) at follow-up, as intima-media wall thickness (IMT), left ventricle mass (LVM), left ventricle ejection fraction (LVEF), and myocardial performance index (MPI), and its normalization.
    Pre-menopausal women with the lowest breast fat density (fatty breast) vs. higher breast fat density (non-fatty breast) are a high-risk population for cardiovascular diseases and worse prognosis.
    We analyzed SGLT2/cytokines/sirtuins of excised fatty breasts of fatty vs. non-fatty pre-menopausal women. We correlated SGLT2/cytokines/sirtuins to Δ IMT, Δ LVM, Δ LVEF, and Δ MPI, and normal cardiac performance (NCP) at 1 year of follow-up.
    fatty vs. non-fatty breast over-expressed SGLT2/inflammatory cytokines, with lowest values of sirtuins (p<0.05). We found a direct correlation between SGLT2 (R2 0.745), TNFα (R2 0.262), and ΔMPI (p<0.05), and an inverse correlation between breast density (R2 -0.198), SIRT-3 (R2-0.181), and ΔMPI (p<0.05). Fatty breast (0.761, CI 95% [0.101-0.915]), SGLT2 (0.812, CI 95% [0.674-0.978]) and SIRT-3 (1.945, CI 95% [1.201-3.148]) predicted NCP at 1 year of follow-up.
    fatty vs. non-fatty breast women over-expressed SGLT2/inflammatory cytokines, and down-regulated breast sirtuins. SGLT2/inflammatory cytokines expression and inversely the tissue sirtuin 3 (tSIRT3) and breast percentage density linked to ΔMPI at 1 year of follow-up. Fatty breast and SGLT2 inversely predicted NCP; SIRT-3 increased the probability of NCP at 1 year of follow-up.
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