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Hydroxyurea mobile directly observed therapy versus standard monitoring in patients with sickle cell anemia: a phase 2 randomized trial 镰状细胞性贫血患者的羟基脲移动直接观察疗法与标准监测:2 期随机试验。
IF 5.4 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-08-09 DOI: 10.1038/s43856-024-00552-5
Philip Sasi, Abel Makubi, Raphael Z. Sangeda, Mariam Y. Ngaeje, Bruno P. Mmbando, Joseph Soka, Caterina Rosano, Alex S. Magesa, Sharon E. Cox, Julie Makani, Enrico M. Novelli
Sickle cell anemia (SCA) prevalence remains high in sub-Saharan Africa. Long-term treatment with hydroxyurea (HU) increases survival, however, poor adherence to treatment could limit effectiveness. Whilst HU treatment adherence is currently high, this might decrease over time. We conducted a single-center, randomized, open-label, parallel group phase 2 controlled clinical trial to determine whether mobile Directly Observed Therapy (m-DOT) increases HU treatment adherence (NCT02844673). Eligible participants were adults with homozygous SCA. People on a chronic blood transfusion program, with hemoglobin (Hb) A levels greater than 20% of the total Hb, total Hb less than 4 g/dL, pregnant or HIV positive were excluded. After a 3-month pre-treatment period participants were randomized to either m-DOT or standard monitoring arm. All participants received smart mobile phones and were treated with HU (15 mg/kg) daily for three months. In the m-DOT arm, drug intake was video recorded on cell phone by the participant and the video sent to the study team. The primary objective was to evaluate the effect of m-DOT on adherence to HU treatment by medication possession ratio (MPR). Of the 86 participants randomized, 76 completed the trial (26.13 ± 6.97 years, 63.5 % female). Adherence was high (MPR > 95 %) in both groups, 29 (80.6 %) in m-DOT versus 37 (94.9 %) in the standard monitoring arm (P = 0.079). No HU treatment was withheld from participants due to safety concerns. m-DOT did not increase adherence to HU treatment. We recommend that further testing in larger trials with a longer follow up period be undertaken. Sickle cell anemia (SCA) is an inherited blood disorder in which there is an abnormal protein inside red blood cells. This results in red blood cells becoming sickle shaped and more easily destroyed in the body. Long-term treatment with hydroxyurea can reduce the frequency of illness and hospitalization. However, often people do not manage to take their medication regularly when treatment is long-term. We therefore investigated whether people with SCA in sub-Saharan Africa are more likely to take hydroxyurea when they are remotely monitored than when they are not. Remote monitoring did not improve adherence. However, our study is small and was undertaken over a short time period when hydroxyurea had only recently become available to people with SCA. We propose further studies, to see if remote monitoring increases medication adherence in people with SCA in other scenarios. Sasi et al. evaluate whether using a smartphone to record drug treatment improves monitoring of adherence to medication and improved treatment outcome. In a pilot study of sickle cell anemia in patients starting long-term treatment with hydroxyurea, adherence was not increased when mobile Directly Observed Therapy (m-DOT) was used.
背景:镰状细胞性贫血(SCA)在撒哈拉以南非洲的发病率仍然很高。使用羟基脲(HU)进行长期治疗可提高存活率,但治疗依从性差可能会限制治疗效果。虽然目前羟基脲治疗的依从性较高,但随着时间的推移,依从性可能会下降:我们进行了一项单中心、随机、开放标签、平行分组的二期临床对照试验,以确定移动直接观察疗法(m-DOT)是否能提高HU治疗的依从性(NCT02844673)。符合条件的参与者为患有同种SCA的成年人。长期输血者、血红蛋白 (Hb) A 水平超过总血红蛋白的 20%、总血红蛋白低于 4 g/dL、孕妇或 HIV 阳性者除外。经过 3 个月的预处理后,参与者被随机分配到 m-DOT 或标准监测组。所有参与者均接受智能手机治疗,并在三个月内每天服用 HU(15 毫克/千克)。在 m-DOT 监测组中,参与者通过手机对药物摄入量进行录像,并将录像发送给研究小组。主要目的是通过药物持有率(MPR)评估m-DOT对坚持HU治疗的影响:结果:在 86 名随机参与者中,76 人完成了试验(26.13 ± 6.97 岁,63.5% 为女性)。两组的依从性都很高(MPR > 95 %),m-DOT 组为 29 人(80.6 %),标准监测组为 37 人(94.9 %)(P = 0.079)。结论:m-DOT并未提高HU治疗的依从性。我们建议在更大规模的试验中进行进一步测试,并延长随访时间。
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引用次数: 0
Evaluation and comparison of nine growth and development-based measures of pubertal timing 对九种基于生长发育的青春期时间测量方法进行评估和比较。
IF 5.4 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-08-07 DOI: 10.1038/s43856-024-00580-1
Ahmed Elhakeem, Monika Frysz, Ana Goncalves Soares, Joshua A. Bell, Tim J. Cole, Jon Heron, Laura D. Howe, Sylvain Sebert, Kate Tilling, Nicholas J. Timpson, Deborah A. Lawlor
Pubertal timing is heritable, varies between individuals, and has implications for life-course health. There are many different indicators of pubertal timing, and how they relate to each other is unclear. Our aim was to quantitatively compare nine indicators of pubertal timing. We used data from questionnaires and height, weight, and bone measurements from ages 7–17 y in a population-based cohort of 4267 females and 4251 males to compare nine growth and development-based indicators of pubertal timing. We summarise age of each indicator, their phenotypic and genetic correlations, and how they relate to established genetic risk score (GRS) for puberty timing, and phenotypic childhood body composition measures. We show that pubic hair in males (mean: 12.6 y) and breasts in females (11.5 y) are early indicators of puberty, and voice breaking (14.2 y) and menarche (12.7 y) are late indicators however, there is substantial variation between individuals in pubertal age. All indicators show evidence of positive phenotypic intercorrelations (e.g., r = 0.49: male genitalia and pubic hair ages), and positive genetic intercorrelations. An age at menarche GRS positively associates with all other pubertal age indicators (e.g., difference in female age at peak height velocity per SD higher GRS: 0.24 y, 95%CI: 0.21 to 0.26), as does an age at voice breaking GRS (e.g., difference in age at male axillary hair: 0.11 y, 0.07 to 0.15). Higher childhood fat mass and lean mass associated with earlier puberty timing. Our findings provide insights into the measurements of the timing of pubertal growth and development and illustrate value of various pubertal timing indicators in life-course research. Age of puberty varies between individuals and can affect a person’s future health. We obtained information from 8500 British children as they progressed through puberty. We compared nine measures of pubertal timing. We found that the appearance of pubic hair in boys and breasts in girls are early indicators of puberty, and that voice change and onset of menstruation are late indicators. However, there was also substantial variability between individuals in age of puberty. All puberty measures were correlated with each other and related to an individual’s adult body mass index, as well as to their childhood muscle and fat mass. Our findings are useful information for health care workers and researchers who are interested in assessing and studying puberty. Elhakeem et al. evaluate and compare nine measures of pubertal timing using longitudinal assessments from a prospective British birth cohort study. The findings suggest all are consistent measures of pubertal timing and measure the same biological process.
背景:青春期时间具有遗传性,因人而异,对一生的健康都有影响。有许多不同的青春期时间指标,它们之间的关系尚不清楚。我们的目的是对青春期时间的九个指标进行定量比较:方法:我们通过对 4267 名女性和 4251 名男性在 7-17 岁期间的问卷调查以及身高、体重和骨骼测量数据,比较了九个基于生长发育的青春期时间指标。我们总结了每个指标的年龄、其表型和遗传相关性,以及它们与已确定的青春期时间遗传风险评分(GRS)和表型儿童身体成分测量的关系:结果:我们发现,男性的阴毛(平均 12.6 岁)和女性的乳房(11.5 岁)是青春期的早期指标,而破音(14.2 岁)和初潮(12.7 岁)是青春期的晚期指标,但不同个体的青春期年龄存在很大差异。所有指标都显示出表型间的正相关(例如,r = 0.49:男性生殖器和阴毛年龄)和遗传间的正相关。月经初潮年龄 GRS 与所有其他青春期年龄指标呈正相关(例如,女性身高峰值速度每标准差 GRS 的差异:0.24 y,95%CI:0.21 至 0.26),破音年龄 GRS 也是如此(例如,男性腋毛年龄差异:0.11 y,0.07 至 0.15)。较高的儿童脂肪量和瘦肉量与较早的青春期时间有关:我们的研究结果为青春期生长发育时间的测量提供了见解,并说明了各种青春期时间指标在生命过程研究中的价值。
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引用次数: 0
Synthesis and preclinical testing of a selective beta-subtype agonist of thyroid hormone receptor ZTA-261 甲状腺激素受体选择性 beta 亚型激动剂 ZTA-261 的合成和临床前测试。
IF 5.4 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-08-06 DOI: 10.1038/s43856-024-00574-z
Masakazu Nambo, Taeko Nishiwaki-Ohkawa, Akihiro Ito, Zachary T. Ariki, Yuka Ito, Yuuki Kato, Muhammad Yar, Jacky C. -H. Yim, Emily Kim, Elizabeth Sharkey, Keiko Kano, Emi Mishiro-Sato, Kosuke Okimura, Michiyo Maruyama, Wataru Ota, Yuko Furukawa, Tomoya Nakayama, Misato Kobayashi, Fumihiko Horio, Ayato Sato, Cathleen M. Crudden, Takashi Yoshimura
Thyroid hormones (TH) regulate the basal metabolic rate through their receptors THRα and THRβ. TH activates lipid metabolism via THRβ, however, an excess amount of TH can lead to tachycardia, bone loss, and muscle wasting through THRα. In recent years, TH analogs that selectively bind to THRβ have gained attention as new agents for treating dyslipidemia and obesity, which continue to pose major challenges to public health worldwide. We developed a TH analog, ZTA-261, by modifying the existing THRβ-selective agonists GC-1 and GC-24. To determine the THRβ-selectivity of ZTA-261, an in vitro radiolabeled TH displacement assay was conducted. ZTA-261 was intraperitoneally injected into a mouse model of high-fat diet-induced obesity, and its effectiveness in reducing body weight and visceral fat, and improving lipid metabolism was assessed. In addition, its toxicity in the liver, heart, and bone was evaluated. ZTA-261 is more selective towards THRβ than GC-1. Although ZTA-261 is less effective in reducing body weight and visceral fat than GC-1, it is as effective as GC-1 in reducing the levels of serum and liver lipids. These effects are mediated by the same pathway as that of T3, a natural TH, as evidenced by similar changes in the expression of TH-induced and lipid metabolism-related genes. The bone, cardiac, and hepatotoxicity of ZTA-261 are significantly lower than those of GC-1. ZTA-261, a highly selective and less toxic THRβ agonist, has the potential to be used as a drug for treating diseases related to lipid metabolism. Nearly 10% of the world’s population suffers from obesity or is overweight. These conditions are closely related to disorders of lipid metabolism, posing significant challenges to individuals and healthcare systems. Thyroid hormone (TH) activates metabolism by binding to specific protein partners, called TH receptors (THRs). There are two types of THRs, THRα and THRβ. THRβ activates lipid metabolism; however, THRα negatively affects the heart, bone, and muscle when TH is in excess. This study developed a drug called ZTA-261 that selectively binds to THRβ. Its administration to mice with induced obesity from a high-fat diet resulted in reduced body fat without any apparent toxicity. Therefore, ZTA-261 is a promising candidate to improve lipid metabolism and address the obesity epidemic. Nambo, Nishiwaki-Ohkawa, Ito, Ariki et al. characterize a novel thyroid hormone analog, ZTA-261. The authors demonstrate a favorable toxicity profile and effects on lipid metabolism in a high fat diet-induced mouse model of obesity.
背景:甲状腺激素(TH甲状腺激素(TH)通过其受体 THRα 和 THRβ 调节基础代谢率。TH通过THRβ激活脂质代谢,但过量的TH会通过THRα导致心动过速、骨质流失和肌肉萎缩。近年来,选择性与 THRβ 结合的 TH 类似物作为治疗血脂异常和肥胖症的新药备受关注,而血脂异常和肥胖症仍是全球公共卫生面临的重大挑战:我们通过改造现有的 THRβ 选择性激动剂 GC-1 和 GC-24,开发出了 TH 类似物 ZTA-261。为了确定 ZTA-261 的 THRβ 选择性,我们进行了体外放射性标记 TH 置换试验。ZTA-261被腹腔注射到高脂饮食诱发肥胖的小鼠模型中,并评估了其降低体重和内脏脂肪以及改善脂质代谢的效果。此外,还对其在肝脏、心脏和骨骼中的毒性进行了评估:结果:ZTA-261 对 THRβ 的选择性高于 GC-1。尽管 ZTA-261 在降低体重和内脏脂肪方面的效果不如 GC-1,但它在降低血清和肝脏脂质水平方面的效果与 GC-1 不相上下。这些作用与天然促肾上腺皮质激素 T3 的作用途径相同,这从促肾上腺皮质激素诱导基因和脂质代谢相关基因表达的类似变化可以得到证明。ZTA-261 的骨骼、心脏和肝脏毒性明显低于 GC-1:ZTA-261是一种高选择性、低毒性的THRβ激动剂,有望用作治疗脂质代谢相关疾病的药物。
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引用次数: 0
Touchless short-wave infrared imaging for dynamic rapid pupillometry and gaze estimation in closed eyes 用于动态快速瞳孔测量和闭眼注视估计的无触点短波红外成像。
IF 5.4 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-08-06 DOI: 10.1038/s43856-024-00572-1
Omer Ben Barak-Dror, Barak Hadad, Hani Barhum, David Haggiag, Michal Tepper, Israel Gannot, Yuval Nir
Assessments of gaze direction (eye movements), pupil size, and the pupillary light reflex (PLR) are critical for neurological examination and neuroscience research and constitute a powerful tool in diverse clinical settings ranging from critical care through endocrinology and drug addiction to cardiology and psychiatry. However, current bedside pupillometry is typically intermittent, qualitative, manual, and limited to open-eye cases, restricting its use in sleep medicine, anesthesia, and intensive care. We combined short-wave infrared (SWIR, ~0.9-1.7μm) imaging with image processing algorithms to perform rapid (~30 ms) pupillometry and eye tracking behind closed eyelids. Forty-three healthy volunteers participated in two experiments with PLR evoked by visible light stimuli or directing eye movements towards screen targets. Imaging was performed simultaneously on one eye closed, and the other open eye serving as ground truth. Data analysis was performed with a custom approach quantifying changes in brightness around the pupil area or with a deep learning U-NET-based procedure. Here we show that analysis of SWIR imaging data can successfully measure stimulus-evoked PLR in closed-eye conditions, revealing PLR events in single trials and significant PLRs in nearly all individual subjects, as well as estimating gaze direction. The neural net-based analysis could successfully use closed-eye SWIR data to recreate estimates of open-eye images and assess pupil size. Continuous touchless monitoring of rapid dynamics in pupil size and gaze direction through closed eyes paves the way for developing devices with wide-ranging applications, fulfilling long-standing goals in clinical and research fields. Monitoring eye movements and pupil size is important for both clinical assessments and in biomedical research. However, measurements are usually made on open eyes. We developed a method that continuously monitors pupil size when eyes are closed and compared it to results obtained when eyes are open. Our approach is contactless and can measure pupil size and gaze direction for hours. This approach has many potential clinical and research uses. For example, it could be used to monitor the extent of arousal during and following anesthesia, sleep, and in unconscious patients. Ben Barak-Dror et al. present a short-wave infrared imaging method for touchless monitoring of pupillary light reflex (PLR) and gaze direction in closed eyes. Data obtained is comparable to that obtained from open eyes.
背景:评估凝视方向(眼球运动)、瞳孔大小和瞳孔光反射(PLR)对于神经系统检查和神经科学研究至关重要,是重症监护、内分泌学、药物成瘾、心脏病学和精神病学等各种临床环境中的有力工具。然而,目前的床旁瞳孔测量通常是间歇性的、定性的、手动的,而且仅限于睁眼病例,限制了其在睡眠医学、麻醉和重症监护中的应用:我们将短波红外(SWIR,约 0.9-1.7μm )成像与图像处理算法相结合,在闭眼后进行快速(约 30 毫秒)瞳孔测量和眼球追踪。43 名健康志愿者参加了由可见光刺激或引导眼球运动到屏幕目标所诱发的 PLR 的两项实验。成像同时在一只闭着的眼睛和另一只睁着的眼睛上进行。数据分析采用定制方法量化瞳孔周围的亮度变化,或基于深度学习的 U-NET 程序:结果:我们在此表明,分析 SWIR 成像数据可以成功测量闭眼条件下刺激诱发的 PLR,揭示单次试验中的 PLR 事件和几乎所有受试者的显著 PLR,以及估计注视方向。基于神经网络的分析可以成功地利用闭眼的西南红外数据重现睁眼图像的估计值并评估瞳孔大小:结论:通过闭眼对瞳孔大小和注视方向的快速动态进行连续无接触监测,为开发具有广泛应用的设备铺平了道路,实现了临床和研究领域的长期目标。
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引用次数: 0
Recent and projected changes in global climate may increase nicotine absorption and the risk of green tobacco sickness 全球气候最近和预计的变化可能会增加尼古丁的吸收和患绿色烟草病的风险。
IF 5.4 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-08-03 DOI: 10.1038/s43856-024-00584-x
Lewis H. Ziska, Robbie M. Parks
Dermal transfer of nicotine during tobacco harvest can cause green tobacco sickness (GTS), characterized by nausea, vomiting, headache and dizziness. Rainfall and high temperatures are etiological factors known to increase the prevalence of GTS. We analyzed recent and projected trends in these factors for major tobacco-growing regions to assess potential exacerbation in GTS occurrence. We analyzed climate parameters, including recent trends (since the 1970s) in temperature and precipitation metrics during the tobacco harvest period for Southern Brazil; Yunnan Province, China; Andhra State, India; and North Carolina, USA. We applied Shared Socio-economic Pathways (SSPs) based scenarios for Tier 1 Scenario Model Intercomparison Project (ScenarioMIP) within the Coupled Model Intercomparison Project phase 6 (CMIP6), (SSPs of 1–2.6, 3–7.0 and 5–8.5 from 2020 to 2100). Established protocol for nicotine dermal patches and temperature were used as a proxy to estimate potential nicotine absorption. For three locations, cumulative maximum temperatures during harvest and temperature extremes rose significantly since the 1970s as did cumulative rainfall during harvest. Projected maximum temperatures at SSP 3–7.0 and 5–8.5 projections through 2100 did increase for all locations. Estimates of nicotine skin absorption with rising temperature show significant increases for both recent changes in three locations, and for all locations for SSP projections of 3–7.0 and 5–8.5 from 2020 to 2100. This study across multiple continents, highlights a potential link between recent and projected anthropogenic change and potential increases in GTS risk. Under SSP 5–8.5, nicotine absorption could increase by ~50% by the end of the century, which may have widespread impacts on the incidence of GTS, especially among younger tobacco workers. Transfer of nicotine from tobacco leaves to the skin can result in a type of poisoning called green tobacco sickness (GTS) for field workers who harvest tobacco. Transfer is linked to temperature and rainfall, which are both impacted by global climate change. We examined recent (from 1970-present) and projected future (present to 2100) changes in these measures for four global locations where tobacco is grown. North Carolina, Brazil, China and India all show an increase in average maximum temperatures or rainfall since the 1970s. We find that recent or future changes in the climate are associated with an increased likelihood of skin absorption of nicotine. This study, across multiple continents, highlights a potential link between climate change that could increase the risk of GTS for tobacco workers. Ziska and Parks explore the potential impact of anthropogenic climate change on nicotine absorption in major tobacco-growing regions. Analysis of recent and projected environmental changes suggests the likelihood of increased dermal transfer of nicotine, leading to increased green tobacco sickness incidence amongst tobacco workers.
背景:烟草采收过程中尼古丁的皮肤转移可导致青烟病(GTS),其特征是恶心、呕吐、头痛和头晕。降雨和高温是已知会增加青烟病发病率的病因。我们分析了这些因素在主要烟草种植区的近期和预测趋势,以评估 GTS 发生的潜在加剧情况:我们分析了巴西南部、中国云南省、印度安得拉邦和美国北卡罗来纳州的气候参数,包括烟草收获期温度和降水指标的近期(自 20 世纪 70 年代以来)趋势。我们在耦合模式相互比较项目第六阶段(CMIP6)的第一级模式相互比较项目(ScenarioMIP)中应用了基于共享社会经济路径(SSPs)的情景(2020 年至 2100 年的 SSPs 为 1-2.6、3-7.0 和 5-8.5)。尼古丁皮肤贴剂的既定方案和温度被用来估算潜在的尼古丁吸收量:三个地点的收获期累积最高气温和极端气温自 20 世纪 70 年代以来显著上升,收获期累积降雨量也是如此。预计到 2100 年,所有地点的 SSP 3-7.0 和 5-8.5 预测最高气温都会上升。随着气温升高,尼古丁皮肤吸收量的估计值显示,三个地点的近期变化以及 2020 年至 2100 年 SSP 3-7.0 和 5-8.5 预测值下所有地点的尼古丁皮肤吸收量均显著增加:这项横跨多个大洲的研究强调了近期和预测的人为变化与潜在的 GTS 风险增加之间的潜在联系。在 SSP 5-8.5 条件下,到本世纪末尼古丁的吸收量可能会增加约 50%,这可能会对 GTS 的发病率产生广泛影响,尤其是在年轻的烟草工作者中。
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引用次数: 0
Robotic scrub nurse to anticipate surgical instruments based on real-time laparoscopic video analysis 机器人擦洗护士根据实时腹腔镜视频分析预测手术器械。
IF 5.4 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-08-02 DOI: 10.1038/s43856-024-00581-0
Lars Wagner, Sara Jourdan, Leon Mayer, Carolin Müller, Lukas Bernhard, Sven Kolb, Farid Harb, Alissa Jell, Maximilian Berlet, Hubertus Feussner, Peter Buxmann, Alois Knoll, Dirk Wilhelm
Machine learning and robotics technologies are increasingly being used in the healthcare domain to improve the quality and efficiency of surgeries and to address challenges such as staff shortages. Robotic scrub nurses in particular offer great potential to address staff shortages by assuming nursing tasks such as the handover of surgical instruments. We introduce a robotic scrub nurse system designed to enhance the quality of surgeries and efficiency of surgical workflows by predicting and delivering the required surgical instruments based on real-time laparoscopic video analysis. We propose a three-stage deep learning architecture consisting of a single frame-, temporal multi frame-, and informed model to anticipate surgical instruments. The anticipation model was trained on a total of 62 laparoscopic cholecystectomies. Here, we show that our prediction system can accurately anticipate 71.54% of the surgical instruments required during laparoscopic cholecystectomies in advance, facilitating a smoother surgical workflow and reducing the need for verbal communication. As the instruments in the left working trocar are changed less frequently and according to a standardized procedure, the prediction system works particularly well for this trocar. The robotic scrub nurse thus acts as a mind reader and helps to mitigate staff shortages by taking over a great share of the workload during surgeries while additionally enabling an enhanced process standardization. Staff shortages in healthcare are an emerging problem leading to undersupply of medical experts such as scrub nurses in the operating room. The absence of these scrub nurses, who are responsible for providing surgical instruments, means that surgeries must be postponed or canceled. Robotic technologies and artificial intelligence offer great potential to address staff shortages in the operating room. We developed a robotic scrub nurse system that is able to take over the tasks of a human scrub nurse by delivering the required surgical tools. To maintain the pace of the surgery, our robotic scrub nurse system is also capable of predicting these required surgical tools in advance using artificial intelligence. The system is tested on laparoscopic cholecystectomies, a surgery, where the gallbladder is removed in a minimally invasive technique. We show that our prediction system can predict the majority of surgical instruments for this specific surgery facilitating a smoother surgical workflow and reducing the need for verbal communication. With further development, our system may help to cover the need for surgery while streamlining the surgical process through predictive support, potentially improving patient outcomes. Wagner et al. present a robotic scrub nurse (RSN) system that predicts and delivers required instruments based on real-time laparoscopic video analysis. The machine learning based system accurately anticipates the necessary tools required for laparoscopic cholecystectomies, streaml
背景:机器学习和机器人技术正越来越多地应用于医疗保健领域,以提高手术质量和效率,并应对人员短缺等挑战。特别是机器人擦洗护士,通过承担手术器械交接等护理任务,为解决人员短缺问题提供了巨大潜力:我们介绍了一种机器人擦洗护士系统,该系统旨在根据实时腹腔镜视频分析预测并提供所需的手术器械,从而提高手术质量和手术工作流程的效率。我们提出了一种由单帧、时态多帧和知情模型组成的三阶段深度学习架构来预测手术器械。预测模型在总共 62 例腹腔镜胆囊切除术中进行了训练:结果:我们的预测系统能提前准确预测腹腔镜胆囊切除术中所需的 71.54% 的手术器械,从而使手术流程更加顺畅,并减少了语言交流的需要。由于左侧工作套管中的器械更换频率较低,而且是按照标准化程序进行的,因此预测系统对该套管特别有效:因此,机器人擦洗护士就像一个读心者,在手术过程中承担了大部分工作量,有助于缓解人员短缺问题,同时还能提高流程的标准化程度。
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引用次数: 0
Exposure to multiple ambient air pollutants changes white matter microstructure during early adolescence with sex-specific differences 暴露于多种环境空气污染物会改变青春期早期的白质微结构,并存在性别差异。
IF 5.4 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-08-01 DOI: 10.1038/s43856-024-00576-x
Devyn L. Cotter, Hedyeh Ahmadi, Carlos Cardenas-Iniguez, Katherine L. Bottenhorn, W. James Gauderman, Rob McConnell, Kiros Berhane, Joel Schwartz, Daniel A. Hackman, Jiu-Chiuan Chen, Megan M. Herting
Air pollution is ubiquitous, yet questions remain regarding its impact on the developing brain. Large changes occur in white matter microstructure across adolescence, with notable differences by sex. We investigate sex-stratified effects of annual exposure to fine particulate matter (PM2.5), nitrogen dioxide (NO2), and ozone (O3) at ages 9–10 years on longitudinal patterns of white matter microstructure over a 2-year period. Diffusion-weighted imaging was collected on 3T MRI scanners for 8182 participants (1–2 scans per subject; 45% with two scans) from the Adolescent Brain Cognitive Development (ABCD) Study®. Restriction spectrum imaging was performed to quantify intracellular isotropic (RNI) and directional (RND) diffusion. Ensemble-based air pollution concentrations were assigned to each child’s primary residential address. Multi-pollutant, sex-stratified linear mixed-effect models assessed associations between pollutants and RNI/RND with age over time, adjusting for sociodemographic factors. Here we show higher PM2.5 exposure is associated with higher RND at age 9 in both sexes, with no significant effects of PM2.5 on RNI/RND change over time. Higher NO2 exposure is associated with higher RNI at age 9 in both sexes, as well as attenuating RNI over time in females. Higher O3 exposure is associated with differences in RND and RNI at age 9, as well as changes in RND and RNI over time in both sexes. Criteria air pollutants influence patterns of white matter maturation between 9–13 years old, with some sex-specific differences in the magnitude and anatomical locations of affected tracts. This occurs at concentrations that are below current U.S. standards, suggesting exposure to low-level pollution during adolescence may have long-term consequences. Air pollution is known to affect health, but it is unclear whether it affects the growing human brain. We investigated whether there were differences in the development of white matter connections, which allow for faster communication between different brain regions, in children aged 9-13 years living in areas with relatively low or high air pollution in the USA. In a large group of U.S. teens, we find that polluted air is linked to differences in white matter at ages 9-10 years old and over the next two years. In some cases, males and females showed differences in the part of the brain showing changes and the amount of white matter change. Our study suggests that air pollution levels that are deemed acceptable under current regulations in the USA could have long-term effects on how a child’s brain grows. Further studies are needed to better understand the impact of these changes. Cotter et al. investigate associations between low levels of ambient pollutant exposure and white matter microstructural development during the transition from childhood to adolescence. There are sex-stratified associations, with NO2 primarily affecting females and O3 affecting both sexes over time.
背景:空气污染无处不在,但空气污染对大脑发育的影响仍是个问题。在整个青春期,白质的微观结构发生了巨大变化,并存在明显的性别差异:我们研究了 9-10 岁时每年暴露于细颗粒物(PM2.5)、二氧化氮(NO2)和臭氧(O3)对白质微结构纵向模式的影响。通过 3T 磁共振成像扫描仪采集了 8182 名青少年大脑认知发展研究(ABCD)® 参与者的弥散加权成像(每个受试者扫描 1-2 次;45% 的受试者扫描两次)。限制谱成像用于量化细胞内各向同性(RNI)和定向(RND)扩散。基于集合的空气污染浓度被分配到每个儿童的主要居住地址。多污染物、性别分层线性混合效应模型评估了污染物和 RNI/RND 随年龄变化的关系,并对社会人口因素进行了调整:结果:我们在此表明,PM2.5暴露量越高,男女儿童9岁时的RND越高,PM2.5对RNI/RND随时间的变化没有显著影响。较高的二氧化氮暴露量与男女儿童 9 岁时较高的 RNI 有关,并且随着时间的推移,女性儿童的 RNI 会减弱。较高的臭氧暴露量与男女儿童 9 岁时的 RND 和 RNI 差异以及随着时间推移 RND 和 RNI 的变化有关:结论:标准空气污染物会影响 9-13 岁儿童的白质成熟模式,受影响的白质束在程度和解剖位置上存在性别差异。这发生在浓度低于美国现行标准的情况下,表明青少年时期接触低浓度污染可能会产生长期影响。
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引用次数: 0
A network-based trans-omics approach for predicting synergistic drug combinations 基于网络的跨组学方法预测协同药物组合。
IF 5.4 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-07-29 DOI: 10.1038/s43856-024-00571-2
Midori Iida, Yurika Kuniki, Kenta Yagi, Mitsuhiro Goda, Satoko Namba, Jun-ichi Takeshita, Ryusuke Sawada, Michio Iwata, Yoshito Zamami, Keisuke Ishizawa, Yoshihiro Yamanishi
Combination therapy can offer greater efficacy on medical treatments. However, the discovery of synergistic drug combinations is challenging. We propose a novel computational method, SyndrumNET, to predict synergistic drug combinations by network propagation with trans-omics analyses. The prediction is based on the topological relationship, network-based proximity, and transcriptional correlation between diseases and drugs. SyndrumNET was applied to analyzing six diseases including asthma, diabetes, hypertension, colorectal cancer, acute myeloid leukemia (AML), and chronic myeloid leukemia (CML). Here we show that SyndrumNET outperforms the previous methods in terms of high accuracy. We perform in vitro cell survival assays to validate our prediction for CML. Of the top 17 predicted drug pairs, 14 drug pairs successfully exhibits synergistic anticancer effects. Our mode-of-action analysis also reveals that the drug synergy of the top predicted combination of capsaicin and mitoxantrone is due to the complementary regulation of 12 pathways, including the Rap1 signaling pathway. The proposed method is expected to be useful for discovering synergistic drug combinations for various complex diseases. Adding drug treatments together can sometimes produce better results for patients. We introduced a new computer-based method called SyndrumNET, designed to identify effective drug combinations for treating diseases. The method uses data about how diseases and drugs interact at a molecular level to predict which drugs work well together. Tested on six different diseases, such as asthma and different types of cancer, SyndrumNET proved to be more accurate than previous approaches. For example, most of the drug combinations predicted by SyndrumNET to rank highly have shown better combination effects on leukemia cells. This method also helped understand why certain drug combinations work better by analyzing their effects on cellular pathways. The findings suggest that SyndrumNET could be a valuable tool in developing more effective treatment for various complex diseases. Iida et al. predict synergistic drug combinations using a computational method termed SyndrumNET. Validation of predictions in chronic myeloid leukemia using in vitro cell survival assays reveal synergistic anticancer effects in 14 of 17 top predicted drug pairings.
背景介绍联合疗法可以提高医疗效果。然而,发现协同药物组合具有挑战性。我们提出了一种新颖的计算方法--SyndrumNET,通过网络传播和跨组学分析预测协同药物组合:方法:预测基于疾病与药物之间的拓扑关系、基于网络的接近性和转录相关性。SyndrumNET 被应用于分析六种疾病,包括哮喘、糖尿病、高血压、结直肠癌、急性髓性白血病(AML)和慢性髓性白血病(CML):结果:我们在此表明,SyndrumNET 在高精确度方面优于之前的方法。我们进行了体外细胞存活实验来验证我们对 CML 的预测。在排名前 17 位的预测药物配对中,有 14 个药物配对成功显示出协同抗癌效果。我们的作用模式分析还揭示出,辣椒素和米托蒽醌这对最佳预测组合的药物协同作用是由于对包括Rap1信号通路在内的12条通路的互补调控:结论:所提出的方法有望用于发现治疗各种复杂疾病的协同药物组合。
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引用次数: 0
Publisher Correction: Unified metagenomic method for rapid detection of microorganisms in clinical samples 出版商更正:用于快速检测临床样本中微生物的统一元基因组方法。
IF 5.4 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-07-26 DOI: 10.1038/s43856-024-00579-8
Adela Alcolea-Medina, Christopher Alder, Luke B. Snell, Themoula Charalampous, Alp Aydin, Gaia Nebbia, Tom Williams, Simon Goldenberg, Sam Douthwaite, Rahul Batra, Penelope R. Cliff, Hannah Mischo, Stuart Neil, Mark Wilks, Jonathan D. Edgeworth
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引用次数: 0
Safety and tolerability of the protein C activator AB002 in end-stage renal disease patients on hemodialysis: a randomized phase 2 trial 血液透析终末期肾病患者使用蛋白 C 激活剂 AB002 的安全性和耐受性:随机 2 期试验。
IF 5.4 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-07-26 DOI: 10.1038/s43856-024-00575-y
Norah G. Verbout, Christina U. Lorentz, Brandon D. Markway, Michael Wallisch, Thomas C. Marbury, Enrico Di Cera, Joseph J. Shatzel, András Gruber, Erik I. Tucker
The protein C system regulates blood coagulation, inflammation, and vascular integrity. AB002 is an injectable protein C activating enzyme under investigation to safely prevent and treat thrombosis. In preclinical models, AB002 is antithrombotic, cytoprotective, and anti-inflammatory. Since prophylactic use of heparin is contraindicated during hemodialysis in some end-stage renal disease (ESRD) patients, we propose using AB002 as a short-acting alternative to safely limit blood loss due to clotting in the dialysis circuit. This phase 2, randomized, double-blind, placebo-controlled, single-dose study evaluates the safety and tolerability of AB002 administered into the hemodialysis line of ESRD patients during hemodialysis at one study center in the United States (ClinicalTrials.gov: NCT03963895). In this study, 36 patients were sequentially enrolled into two cohorts and randomized to AB002 or placebo in a 2:1 ratio. In cohort 1, patients received 1.5 µg/kg AB002 (n = 12) or placebo (n = 6); in cohort 2, patients received 3 µg/kg AB002 (n = 12) or placebo (n = 6). Patients underwent five heparin-free hemodialysis sessions over 10 days and were dosed with AB002 or placebo during session four. Here we show that AB002 is safe and well-tolerated in ESRD patients, with no treatment-related adverse events. Clinically relevant bleeding did not occur in any patient, and the time to hemostasis at the vascular access sites is not affected by AB002. As far as we are aware, this proof-of-concept study is the first clinical trial assessing the therapeutic potential of protein C activation. The results herein support additional investigation of AB002 to safely prevent and treat thrombosis in at-risk populations. Some people with kidney disease require hemodialysis, a process in which a machine filters the blood to remove waste products. The process of hemodialysis can trigger blood clotting in the hemodialysis circuit. Therefore, the blood-thinner heparin is commonly used to prevent blood from clotting. However, some patients cannot tolerate heparin. Here we describe a clinical trial in which we tested whether a drug called AB002 is safe and can reduce hemodialysis circuit clotting in people with permanent kidney disease (end-stage renal disease) undergoing hemodialysis. AB002 appears to be safe and well-tolerated, and we observed reduced clotting without any signs of increased bleeding. Further studies are required in more patients to determine whether AB002 can be used routinely during hemodialysis to safely prevent or treat blood clots. Verbout et al. report findings from a phase 2 proof-of-concept study of the protein C activator AB002 in patients with end stage renal disease undergoing heparin-free hemodialysis. AB002 appears safe and well-tolerated, while demonstrating reduced dialyzer clot severity and no increased bleeding at the vascular access site compared to placebo.
背景:蛋白 C 系统调节血液凝固、炎症和血管完整性。AB002 是一种可注射的蛋白 C 激活酶,目前正在研究如何安全地预防和治疗血栓形成。在临床前模型中,AB002 具有抗血栓、细胞保护和抗炎作用。由于一些终末期肾病(ESRD)患者在血液透析期间禁忌预防性使用肝素,因此我们建议使用 AB002 作为短效替代品,以安全地限制透析回路中因凝血造成的失血量:这项 2 期随机、双盲、安慰剂对照、单剂量研究评估了美国一家研究中心在 ESRD 患者血液透析期间在血液透析管路中注射 AB002 的安全性和耐受性(ClinicalTrials.gov:NCT03963895)。在这项研究中,36 名患者按顺序被纳入两个队列,并以 2:1 的比例随机接受 AB002 或安慰剂治疗。第一组患者接受 1.5 µg/kg AB002(12 人)或安慰剂(6 人)治疗;第二组患者接受 3 µg/kg AB002(12 人)或安慰剂(6 人)治疗。患者在10天内进行了5次不含肝素的血液透析,并在第4次透析期间服用了AB002或安慰剂:结果:我们在此表明,AB002 在 ESRD 患者中安全且耐受性良好,未出现与治疗相关的不良事件。所有患者均未发生临床相关出血,血管通路部位的止血时间不受 AB002 的影响:据我们所知,这项概念验证研究是首个评估蛋白 C 激活治疗潜力的临床试验。本文的结果支持对 AB002 进行更多研究,以安全地预防和治疗高危人群的血栓形成。
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Communications medicine
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