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Leukemia in users of contemporary hormonal contraception: A nationwide registry-based cohort study among premenopausal women in Denmark. 当代激素避孕使用者的白血病:丹麦绝经前妇女的一项全国性登记队列研究。
IF 9.9 1区 医学 Q1 Medicine Pub Date : 2026-01-30 eCollection Date: 2026-01-01 DOI: 10.1371/journal.pmed.1004652
Caroline H Hemmingsen, Susanne K Kjaer, Jasmin Arvedsen, Emma O Dahl, Amani Meaidi, Marie Hargreave, Lina S Mørch

Background: Sex hormones have been implicated in leukemogenesis, but evidence regarding hormonal contraceptive use and leukemia risk remains limited and primarily based on older formulations. Given the widespread use of contemporary hormonal contraceptives, clarification of this potential association is needed. This study examines the association between contemporary hormonal contraceptives and leukemia risk.

Methods and findings: In a nationwide cohort design, we assessed associations between the use of contemporary hormonal contraceptives and the risk of leukemia based on a cohort of all women aged 15-49 years residing in Denmark from 1995 to 2021 with no previous cancer, hysterectomy, oophorectomy, or sterilization. Information on hormonal contraception use, leukemia diagnoses, and potential confounders (age, calendar year, education) was obtained from nationwide registries. Adjusted incidence rate ratios (IRRs) and 95% confidence intervals [CIs] were estimated for any leukemia, and specific types of leukemia, associated with any hormonal contraceptive use, current and recent use, and previous use, type of product used, duration, and time since last use. Among 1,957,490 pre-menopausal women followed for 24.5 million person-years (median 12.5 years, interquartile range: 5.9,20.5), 671 were diagnosed with leukemia. The incidence rate for leukemia among current and recent users was similar to that among women who had never used hormonal contraception: IRR 0.95 (95% CI [0.78,1.16]; p = 0.62). No association with different durations of use was found: 0-5 years; IRR 0.93 (95% CI [0.75,1.14]; p = 0.48), >5-10 years; IRR 1.16 (95% CI [0.84,1.61]; p = 0.37), >10 years; IRR 0.67 (95% CI [0.33,1.37]; p = 0.27); nor for time since last use: 0-5 years; IRR 1.01 (95% CI [0.78,1.29]; p = 0.96), >5-10 years; IRR 1.05 (95% CI [0.76,1.45]; p = 0.75), >10 years; IRR 0.88 (95% CI [0.60,1.29]; p = 0.52). Also, the IRRs for leukemia with use of different hormonal contraceptive types (e.g., combined products; IRR 0.91 (95% CI [0.73,1.14]; p = 0.42) and progestin-only products; IRR 1.05 (95% CI [0.78,1.40]; p = 0.75)), as well as for product-specific durations of use, were for the majority close to 1. The IRRs were similar for different types of leukemia. Main study limitations include small case numbers in some analyses; therefore, additional large-scale studies are warranted to reliably exclude weak associations.

Conclusions: Contemporary hormonal contraceptives were not associated with leukemia, independent of product used, duration of use, time since last use, and type of leukemia. While estimates were imprecise for some subgroups, the overall findings do not support an association.

背景:性激素与白血病的发生有关,但关于激素避孕药的使用和白血病风险的证据仍然有限,并且主要基于较旧的配方。鉴于当代激素避孕药的广泛使用,有必要澄清这种潜在的联系。本研究探讨了当代激素避孕药与白血病风险之间的关系。方法和研究结果:在一项全国性队列设计中,我们评估了使用当代激素避孕药与白血病风险之间的关系,该队列基于1995年至2021年期间居住在丹麦的所有15-49岁、既往无癌症、子宫切除术、卵巢切除术或绝育的女性。有关激素避孕使用、白血病诊断和潜在混杂因素(年龄、日历年、教育程度)的信息从全国登记中获得。对与任何激素避孕药使用、当前和近期使用、既往使用、使用产品类型、持续时间和上次使用时间相关的任何白血病和特定类型白血病的调整发生率比(IRRs)和95%置信区间[ci]进行估计。在1957490名绝经前妇女中,随访2450万人年(中位12.5年,四分位数范围:5.9,20.5),671人被诊断为白血病。目前和近期使用激素避孕药的妇女白血病发病率与从未使用激素避孕药的妇女相似:IRR为0.95 (95% CI [0.78,1.16]; p = 0.62)。不同的使用时间没有关联:0-5年;IRR 0.93(95%可信区间(0.75,1.14);p = 0.48), > 5 - 10年;IRR 1.16(95%可信区间(0.84,1.61);p = 0.37), > 10年;IRR 0.67 (95% CI [0.33,1.37]; p = 0.27);也不包括上次使用后的时间:0-5年;IRR 1.01(95%可信区间(0.78,1.29);p = 0.96), > 5 - 10年;IRR 1.05(95%可信区间(0.76,1.45);p = 0.75), > 10年;IRR 0.88 (95% CI [0.60,1.29]; p = 0.52)。此外,使用不同激素避孕药类型(例如,联合避孕药,IRR 0.91 (95% CI [0.73,1.14]; p = 0.42)和仅使用孕激素避孕药的白血病患者的IRR;IRR 1.05 (95% CI [0.78,1.40]; p = 0.75),以及产品特定的使用时间,大多数接近1。不同类型白血病的irr是相似的。研究的主要局限性包括:一些分析的病例数较少;因此,需要更多的大规模研究来可靠地排除弱关联。结论:当代激素避孕药与白血病无关,与产品使用、使用时间、上次使用时间和白血病类型无关。虽然对某些亚组的估计不精确,但总体发现并不支持这种联系。
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引用次数: 0
Intervention research to protect human health in the era of climate extremes. 在极端气候时代保护人类健康的干预研究。
IF 9.9 1区 医学 Q1 Medicine Pub Date : 2026-01-29 eCollection Date: 2026-01-01 DOI: 10.1371/journal.pmed.1004918
Till Bärnighausen, Helen Lumbard

Climate change is accelerating the frequency and severity of extreme weather events and increasingly threatening human health and life, particularly in low- and middle-income countries. Research on the effectiveness of climate adaptation interventions for human health, as well as their desirability, implementation, and financial viability, are urgently required.

气候变化正在加速极端天气事件发生的频率和严重程度,并日益威胁人类健康和生命,特别是在低收入和中等收入国家。迫切需要研究气候适应干预措施对人类健康的有效性,以及它们的可取性、实施情况和财务可行性。
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引用次数: 0
Pregnancy outcomes in women at high risk of preterm birth receiving a vaginal cervical cerclage with, or without, progesterone: A retrospective, secondary analysis of the C-STICH randomised controlled trial data. 高危早产妇女接受阴道宫颈环扎术(含或不含黄体酮)的妊娠结局:对C-STICH随机对照试验数据的回顾性、二次分析
IF 9.9 1区 医学 Q1 Medicine Pub Date : 2026-01-23 eCollection Date: 2026-01-01 DOI: 10.1371/journal.pmed.1004513
Victoria Hodgetts Morton, Katie Morris, Philip Toozs-Hobson, Lee Middleton, Nicole Pilarski, Lilah Bell, Martha Hogg, Rebecca Man, Fidan Israfil-Bayli, Andrew Shennan, Nigel Simpson, Christoph Lees, Catherine Moakes

Background: Vaginal cervical cerclage and progesterone are established treatments for prevention of pregnancy loss and prematurity. There is limited data to assess the effect of these treatments in combination. The objective of this study was to investigate the association between progesterone and no progesterone treatment on pregnancy outcomes in women at high risk of preterm birth who had received a vaginal cervical cerclage.

Methods and findings: This is a secondary post-hoc analysis of women recruited to the C-STICH randomised controlled trial, which recruited in 75 obstetric units in the UK between 2015 and 2021. In the C-STICH trial, women with a singleton pregnancy, receiving a vaginal cervical cerclage due to a history of pregnancy loss or premature birth, or if indicated by ultrasound, were randomised to cerclage with braided or monofilament suture, with a primary outcome of pregnancy loss, defined as miscarriage, stillbirth, or neonatal death in the first week of life. In this secondary analysis, the primary outcome was pregnancy loss, defined as miscarriage and perinatal mortality, including any stillbirth or neonatal death in the first week of life. Secondary maternal outcomes included miscarriage and previable neonatal death; stillbirth; gestational age at delivery; preterm pre labour rupture of membranes, and sepsis. Secondary neonatal outcomes included early/late neonatal death and sepsis. For each outcome, regression models were fitted adjusting for prespecified prognostic variables. From the 2,048 women recruited to C-STICH, 1943 (95%) women had a vaginal cerclage placed and available progesterone data. Of these, 834 (43%) women received progesterone and 1,109 (57%) did not receive progesterone. In women with primary outcome data available, in our predefined analysis pregnancy loss occurred in 49 (5.9%) of 832 women who received progesterone and 91 (8.3%) of 1,103 women who did not receive progesterone (adjusted* risk ratio 0.70 (95% confidence interval (CI) [0.50, 0.99]); adjusted risk difference -0.02 (95% CI [-0.04, -0.001], *adjusted for indication, obstetric history, surgical technique, and maternal age). Further exploratory analysis excluding women who had termination of pregnancy for foetal anomaly demonstrated a nonsignificant reduction in the risk of pregnancy loss. Key limitations of this study include a nonrandomised trial design and unknown confounding relating to variation in progesterone use.

Conclusion: In women with a vaginal cervical cerclage and concomitant progesterone there appears to be an association with a reduced risk of pregnancy loss. This combination therapy may be an important opportunity to further reduce the risk of pregnancy loss in this high-risk cohort.

背景:阴道宫颈环扎术和黄体酮是预防流产和早产的公认治疗方法。评估这些联合治疗效果的数据有限。本研究的目的是调查孕激素和未孕激素治疗对接受阴道宫颈环切术的高危早产妇女妊娠结局的关系。方法和发现:这是对C-STICH随机对照试验招募的妇女的二次事后分析,该试验于2015年至2021年间在英国的75个产科单位招募。在C-STICH试验中,单胎妊娠、因流产或早产史或超声指示而接受阴道宫颈环扎术的妇女被随机分为辫状或单丝缝合的环扎术,主要结局为流产、死胎或出生后第一周新生儿死亡。在这一次要分析中,主要结局是妊娠损失,定义为流产和围产期死亡率,包括生命第一周内的死产或新生儿死亡。继发性产妇结局包括流产和早产儿死亡;死胎;分娩时的胎龄;早产,产前胎膜破裂,以及败血症。新生儿继发性结局包括早期/晚期新生儿死亡和败血症。对于每个结果,拟合回归模型,调整预先指定的预后变量。在C-STICH招募的2048名女性中,1943名(95%)女性进行了阴道环扎术,并获得了孕激素数据。其中,834名(43%)妇女接受了黄体酮治疗,1109名(57%)妇女未接受黄体酮治疗。在可获得主要结局数据的女性中,在我们预先确定的分析中,832名接受黄体酮治疗的女性中有49名(5.9%)流产,1103名未接受黄体酮治疗的女性中有91名(8.3%)流产(调整后*风险比0.70(95%可信区间[0.50,0.99]);校正风险差-0.02 (95% CI[-0.04, -0.001], *校正指征、产科史、手术技术和产妇年龄)。进一步的探索性分析显示,排除因胎儿异常而终止妊娠的妇女,妊娠丢失的风险没有显著降低。本研究的主要局限性包括非随机试验设计和与黄体酮使用变化有关的未知混杂因素。结论:在阴道宫颈环切术和伴随孕激素的妇女中,似乎与降低妊娠丢失的风险有关。这种联合治疗可能是进一步降低这一高危人群妊娠丢失风险的重要机会。
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引用次数: 0
Correction: Sex-specific associations of adiposity with cardiometabolic traits in the UK: A multi-life stage cohort study with repeat metabolomics. 更正:英国肥胖与心脏代谢特征的性别特异性关联:一项重复代谢组学的多生命期队列研究。
IF 9.9 1区 医学 Q1 Medicine Pub Date : 2026-01-23 eCollection Date: 2026-01-01 DOI: 10.1371/journal.pmed.1004901
Linda M O'Keeffe, Joshua A Bell, Kate N O'Neill, Matthew A Lee, Mark Woodward, Sanne A E Peters, George Davey Smith, Patricia M Kearney

[This corrects the article DOI: 10.1371/journal.pmed.1003636.].

[更正文章DOI: 10.1371/journal.pmed.1003636.]。
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引用次数: 0
Psychological distress among Japanese high school students during the COVID-19 pandemic: An energy landscape analysis. 2019冠状病毒病大流行期间日本高中生的心理困扰:能源景观分析
IF 9.9 1区 医学 Q1 Medicine Pub Date : 2026-01-22 eCollection Date: 2026-01-01 DOI: 10.1371/journal.pmed.1004884
Daiki Tatematsu, Naotoshi Nakamura, Masato S Abe, Tetsuo Ishikawa, Takahiro Ezaki, Lin Cai, Eiryo Kawakami, Kazuyuki Aihara, Atsushi Nishida, Naohiro Okada, Naoki Masuda, Kiyoto Kasai, Shinsuke Koike, Shingo Iwami
<p><strong>Background: </strong>The stay-at-home orders, lockdowns, and states of emergency of the Coronavirus Infectious Disease emerged in 2019 (COVID-19) pandemic have affected the mental health of school-aged children. Previous reports of psychological distress in adolescents during the pandemic have been mixed, however, with some reports showing increases in psychological distress and others suggesting decreases. To accurately assess the impact of the pandemic, we need to be able to compare psychological assessments longitudinally, both before and during the pandemic. However, current statistical methods have limitations for reconstructing the complex trajectory of psychological states as captured by short-item questionnaires.</p><p><strong>Methods and findings: </strong>In this study, we analyzed monthly Kessler 6-item Psychological Distress Scale (K6) questionnaire responses collected from 16- to 18-year-old high school students participating in the population-neuroscience Tokyo TEEN Cohort (pn-TTC) in Japan (1,278 responses from 84 participants). Participants included 42 males and 42 females. The pn-TTC is a population-based longitudinal study conducted in Tokyo, Japan that follows children to investigate their developmental and mental health trajectories. In addition to conventional statistical approaches that summarize multiple questionnaire items into a composite score, we applied "energy landscape analysis," a method derived from statistical physics that models multivariate psychological states as a dynamic system of interactions among K6 questionnaire items, to visualize longitudinal changes in psychological distress before and during the COVID-19 pandemic (July 2019 to September 2021). Here, we define the depressive and healthy states as configurations in which all six K6 items are above or below each participant's individual mean, respectively. Before the pandemic, the healthy state occurred 11.0 times as frequently as the depressive state. In contrast, during the pandemic, the relative frequency of the healthy state increased to 18.2, 18.5, and 15.0 times that of the depressive state, respectively. The evolving energy landscape revealed an association between the pandemic period and a lower likelihood of being in a depressive state. We also identified two groups of students with different K6 dynamics and energy landscapes. The first group consisted of 61 participants whose total K6 score was relatively low (less than 5) and stable over time, and the second group consisted of 23 participants whose total K6 score was higher (with most being higher than 5) and less stable. The latter group showed a greater change in cortical thickness in the caudal part of the middle frontal gyrus (cMFG) (t-statistic = -2.36, p-value = 0.019, q-value = 0.048) and the temporal pole (TP) (t = 3.08, p = 0.0023, q = 0.012), as measured by magnetic resonance imaging, in the direction of accelerated adolescent brain development. Because all participants li
背景:2019年冠状病毒感染症(COVID-19)大流行引发的居家令、居家封锁和紧急状态对学龄儿童的心理健康产生了影响。然而,以前关于大流行期间青少年心理困扰的报告好坏参半,一些报告显示心理困扰增加,另一些报告显示心理困扰减少。为了准确评估大流行的影响,我们需要能够在大流行之前和期间纵向比较心理评估。然而,目前的统计方法在重建短项目问卷所捕获的心理状态的复杂轨迹方面存在局限性。方法和研究结果:本研究分析了参加人口神经科学东京青少年队列(pn-TTC)的16- 18岁高中生每月的Kessler 6项心理困扰量表(K6)问卷(84名参与者的1,278份问卷)。参与者包括42名男性和42名女性。pn-TTC是在日本东京进行的一项以人口为基础的纵向研究,跟踪儿童,调查他们的发展和心理健康轨迹。除了将多个问卷项目汇总为综合得分的传统统计方法外,我们还应用了“能量景观分析”(energy landscape analysis),这是一种源自统计物理学的方法,将多元心理状态建模为K6问卷项目之间相互作用的动态系统,以可视化COVID-19大流行之前和期间(2019年7月至2021年9月)心理困扰的纵向变化。在这里,我们将抑郁和健康状态定义为所有六个K6项目分别高于或低于每个参与者的个人平均水平的配置。在大流行之前,健康状态出现的频率是抑郁状态的11.0倍。相比之下,在大流行期间,健康状态的相对频率分别增加到抑郁状态的18.2倍、18.5倍和15.0倍。不断变化的能源格局揭示了大流行时期与处于抑郁状态的可能性较低之间的关联。我们还确定了两组具有不同K6动态和能量景观的学生。第一组有61名总K6得分相对较低(小于5分)且稳定的参与者,第二组有23名总K6得分较高(大多数高于5分)且不稳定的参与者。磁共振成像结果显示,后者在青春期大脑发育加速的方向上,额叶中回(cMFG)尾部部(t-statistic = -2.36, p值= 0.019,q值= 0.048)和颞极(TP)皮质厚度(t = 3.08, p = 0.0023, q = 0.012)的变化更大。由于所有的参与者都住在东京,通用性仍然有限,而且由于心理状态和大脑发育之间的联系是描述性的,未来需要在不同的队列中进行研究来检验因果关系。结论:通过揭示COVID-19大流行与较低水平的心理困扰和更健康的心理健康状态之间的关联,我们的工作证明了使用动力系统理论(如能量景观分析)解释心理学和精神病学中的健康和疾病指标的潜力。这种方法可能会改善下一次大流行的精神卫生监测。
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引用次数: 0
Missing tissue, missing data: Resolving brain volume loss caused by anti-amyloid therapies. 组织缺失,数据缺失:解决抗淀粉样蛋白治疗引起的脑容量损失。
IF 9.9 1区 医学 Q1 Medicine Pub Date : 2026-01-20 eCollection Date: 2026-01-01 DOI: 10.1371/journal.pmed.1004880
Francesca Alves, Scott Ayton

Anti-amyloid drugs modestly slow Alzheimer's disease progression, albeit with uncertainty of sustained benefit, particularly as they cause paradoxical acceleration of brain volume changes. Here, we examine explanations for these volume changes and argue for transparent release of clinical trial data.

抗淀粉样蛋白药物适度减缓阿尔茨海默病的进展,尽管持续的益处不确定,特别是当它们引起脑容量变化的矛盾加速时。在这里,我们研究了这些体积变化的解释,并主张透明地发布临床试验数据。
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引用次数: 0
The benefits and risks of maternal RSV vaccination on mortality in South Africa: A modeling study. 南非母亲RSV疫苗接种对死亡率的益处和风险:一项模型研究。
IF 9.9 1区 医学 Q1 Medicine Pub Date : 2026-01-20 eCollection Date: 2026-01-01 DOI: 10.1371/journal.pmed.1004625
Ayaka Monoi, Akira Endo, Simon R Procter, Sequoia I Leuba, Stefan Flasche, Mark Jit

Background: Maternal respiratory syncytial virus (RSV) vaccine, RSV prefusion F protein vaccine (RSVpreF (Abrysvo)), was found to be safe and efficacious in the MATISSE trial. However, post-hoc stratified analyses identified an excess of preterm births in the intervention arm in two upper-middle-income countries, most prominently in South Africa. This study weighs the potential benefits and risks in mortality associated with maternal RSV vaccination in South Africa, assuming the increased risk of preterm births observed in the trial was caused by vaccination.

Methods and findings: We compared the estimated RSV-associated infant deaths averted by vaccination (benefits) and neonatal mortality potentially associated with vaccine-associated risk in preterm birth (risks) in South Africa. The benefit model estimated the South African RSV disease burden in 2011-2016 and waning vaccine protection during infancy. The risk model estimated excess neonatal mortality using gestational age (GA)-specific mortality data from the Drakenstein Child Health Study and the GA-specific birth distribution in South Africa in the MATISSE trial, but did not incorporate the mortality risk found in the MATISSE vaccine trial in which no excess deaths occurred. The benefit model estimated that vaccination would reduce RSV-associated infant deaths by 31 (95% credible interval (Crl): 27, 35) per 100,000 live births born to vaccinated mothers in South Africa. Using the number of infants born to mothers vaccinated at 24-36 GA weeks in the MATISSE trial, if the association in South Africa between vaccination and preterm birth is actually causal, the risk model suggested that neonatal deaths would increase by 44 (95%CrI: -43, 210), totaling 1.4 (95%CrI: -1.4, 6.9) excess neonatal deaths for every infant RSV death prevented. When this was changed to the number of infants born to mothers vaccinated at 27-36 GA weeks in the MATISSE trial, the predicted risks dropped and in 97% of the simulations the benefits outweighed the risks. The outcome was sensitive to the GA window that we used to determine which infants to include in the analysis. The study was limited by only considering mortality associated with RSV disease and preterm birth.

Conclusions: If RSVpreF increases preterm birth risk, and if this increases neonatal mortality, then the benefit-risk analysis failed to show that the direct benefits of vaccination in reducing RSV-associated infant mortality would substantially outweigh the risks of preterm birth-associated neonatal mortality in South Africa with vaccination from 24 GA to 36 GA weeks. There was large uncertainty in the analyses due to small numbers of preterm births. With vaccination from 27 GA weeks, the benefit-risk analysis favored vaccination. RSVpreF vaccination has the potential to be safe and effective when used from the third trimester.

背景:母体呼吸道合胞病毒(RSV)疫苗,即RSV预融合F蛋白疫苗(RSVpreF (Abrysvo)),在MATISSE试验中被发现是安全有效的。然而,事后分层分析发现,在两个中高收入国家,尤其是南非,干预组存在早产过多的现象。假设试验中观察到的早产风险增加是由疫苗接种引起的,本研究权衡了南非母亲接种RSV疫苗相关死亡率的潜在益处和风险。方法和研究结果:我们比较了南非接种疫苗避免的rsv相关婴儿死亡(获益)和可能与疫苗相关早产风险(风险)相关的新生儿死亡率。效益模型估计了2011-2016年南非RSV疾病负担和婴儿时期疫苗保护的减弱。该风险模型使用德拉肯斯坦儿童健康研究(Drakenstein Child Health Study)的胎龄特异性死亡率数据和MATISSE试验中南非胎龄特异性出生分布来估计新生儿超额死亡率,但没有纳入MATISSE疫苗试验中发现的死亡率风险,该试验中没有发生超额死亡。效益模型估计,接种疫苗将使南非接种疫苗的母亲每10万活产婴儿中与rsv相关的婴儿死亡率降低31例(95%可信区间(Crl): 27,35例)。使用MATISSE试验中24-36 GA周接种疫苗的母亲所生婴儿的数量,如果在南非接种疫苗和早产之间的关联实际上是因果关系,风险模型表明新生儿死亡率将增加44 (95%CrI: - 43,210),总计1.4 (95%CrI: -1.4, 6.9)新生儿死亡每预防一个婴儿RSV死亡。在MATISSE试验中,当这一数值改为27-36 GA周接种疫苗的母亲所生婴儿的数量时,预测的风险下降了,在97%的模拟中,收益大于风险。结果对GA窗口很敏感,我们用GA窗口来确定哪些婴儿被纳入分析。该研究仅考虑了与RSV疾病和早产相关的死亡率,因此存在局限性。结论:如果RSVpreF增加了早产风险,如果这增加了新生儿死亡率,那么获益-风险分析未能显示接种疫苗在降低rsv相关婴儿死亡率方面的直接益处将大大超过在南非接种24 - 36 GA周疫苗的早产儿相关新生儿死亡率的风险。由于早产数量较少,分析中存在很大的不确定性。从27 GA周开始接种疫苗,获益风险分析倾向于接种疫苗。从妊娠晚期开始接种RSVpreF疫苗可能是安全有效的。
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引用次数: 0
Glucagon-like peptide-1 receptor agonists for obesity: Growing popularity met with growing questions over safety. 治疗肥胖的胰高血糖素样肽-1受体激动剂:日益普及的同时也面临着越来越多的安全性问题。
IF 9.9 1区 医学 Q1 Medicine Pub Date : 2026-01-14 eCollection Date: 2026-01-01 DOI: 10.1371/journal.pmed.1004871
Ariana M Chao, Adam Gilden, Thomas A Wadden

Glucagon-like peptide-1 (GLP-1)-based medications, such as semaglutide and tirzepatide, have transformed obesity care. However, rising use brings concerns about side effects, long-term outcomes, and unregulated products. Ensuring safe access requires oversight, monitoring, and coordinated clinical care.

以胰高血糖素样肽-1 (GLP-1)为基础的药物,如西马鲁肽和替西肽,已经改变了肥胖治疗。然而,使用量的增加带来了副作用、长期后果和不受监管的产品的担忧。确保安全获取需要监督、监测和协调临床护理。
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引用次数: 0
Multiview deep-learning-enabled histopathology for prognostic and therapeutic stratification in stage II colorectal cancer: A retrospective multicenter study. 多视角深度学习支持的组织病理学对II期结直肠癌的预后和治疗分层:一项回顾性多中心研究。
IF 9.9 1区 医学 Q1 Medicine Pub Date : 2026-01-13 eCollection Date: 2026-01-01 DOI: 10.1371/journal.pmed.1004614
Zihan Zhao, Dexia Chen, Ruixuan Wang, Xinke Zhang, Xiaobo Wen, Xueyi Zheng, Shasha Liu, Hao Chen, Yuqian Zhang, Dan Huang, Chengyou Zheng, Mengke Ma, Dan Xie, Yan Sun, Xiaosheng He, Muyan Cai

Background: Approximately 20% of patients with stage II colorectal cancer (CRC) experience tumor relapse despite standard surgical treatment. Histopathological analysis holds promise for postsurgical risk stratification and guiding adjuvant chemotherapy (ACT) decisions. The aim of this study was to use deep learning to extract explainable tissue biomarkers from whole-slide images.

Methods and findings: In this retrospective cohort study, we developed and validated SurvFinder, an interpretable deep learning framework designed to autonomously identify tissue-based risk biomarkers from hematoxylin and eosin (H&E)-stained slides. The framework aims to support individualized risk stratification and explore associations with treatment outcomes. The present study included 6,950 H&E slides from 1,604 patients with stage II CRC across four independent cohorts in China. Patients were enrolled from 2012 to 2018 and followed for a minimum of 24 months. The primary outcome of the study was relapse-free survival (RFS). Our analyses identified tertiary lymphoid structures (TLSs) as critical prognostic features in stage II CRC. The multi-view integration of TLS characteristics by SurvFinder consistently demonstrated superior predictive and prognostic accuracy across four multicenter datasets (AUROC with 95% confidence interval [CI]: 0.827 [0.789,0.864], 0.805 [0.749,0.860], 0.805 [0.748,0.861], and 0.712 [0.621,0.804]), surpassing traditional clinical prognostic parameters (hazard ratio [HR]: 8.23, 95% CI: 5.43-12.47; p < 0.001). Using explainable AI (XAI) methods, we ensured model transparency and identified key TLS features-such as their location at the tumor periphery and their maturity state-as significant factors influencing prognosis and the efficacy of adjuvant therapy. The retrospective design without prospective validation and real-world clinical deployment is the main limitation of this study.

Conclusions: Together, these results highlight the potential utility of deep learning-based histopathological analysis for automated risk stratification in stage II CRC. In particular, our findings support the relevance of TLSs as a histological biomarker with potential implications for personalizing ACT decisions.

背景:大约20%的II期结直肠癌(CRC)患者在接受标准手术治疗后肿瘤复发。组织病理学分析为术后风险分层和指导辅助化疗(ACT)决策提供了希望。本研究的目的是使用深度学习从整个幻灯片图像中提取可解释的组织生物标志物。方法和发现:在这项回顾性队列研究中,我们开发并验证了SurvFinder,这是一个可解释的深度学习框架,旨在从苏木精和伊红(H&E)染色的载片中自主识别基于组织的风险生物标志物。该框架旨在支持个体化风险分层,并探索与治疗结果的关联。本研究包括来自中国四个独立队列的1604例II期CRC患者的6950例H&E切片。患者从2012年到2018年入组,随访至少24个月。该研究的主要终点是无复发生存期(RFS)。我们的分析确定了三级淋巴结构(TLSs)是II期CRC的关键预后特征。SurvFinder对TLS特征的多视角整合在四个多中心数据集上一致显示出优越的预测和预后准确性(AUROC 95%置信区间[CI]: 0.827[0.789,0.864], 0.805[0.749,0.860], 0.805[0.748,0.861]和0.712[0.621,0.804]),超过传统的临床预后参数(风险比[HR]: 8.23, 95% CI: 5.43-12.47;结论:总之,这些结果突出了基于深度学习的组织病理学分析在II期CRC自动风险分层中的潜在效用。特别是,我们的研究结果支持TLSs作为一种组织学生物标志物的相关性,对个性化ACT决策具有潜在的影响。
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引用次数: 0
Evaluating the clinical utility of large language models for hepatocellular carcinoma treatment recommendations: A nationwide retrospective registry study. 评估肝细胞癌治疗建议的大语言模型的临床效用:一项全国回顾性登记研究。
IF 9.9 1区 医学 Q1 Medicine Pub Date : 2026-01-13 eCollection Date: 2026-01-01 DOI: 10.1371/journal.pmed.1004855
Keungmo Yang, Jaejun Lee, Jeong Won Jang, Pil Soo Sung, Ji Won Han
<p><strong>Background: </strong>Hepatocellular carcinoma (HCC) management requires complex decision-making considering tumor burden, liver function, and patient's functional performance status. Large language models (LLMs) show promise in clinical applications, but their utility in HCC treatment recommendations remains unexplored. We evaluated the clinical relevance of LLM-generated treatment recommendations by comparing concordance with real-world physician decisions and survival outcomes.</p><p><strong>Methods and findings: </strong>We analyzed 13,614 treatment-naive HCC patients diagnosed between 2008 and 2020 in the Korean Primary Liver Cancer Registry. Treatment recommendations were generated using ChatGPT 4o, Gemini 2.0, and Claude 3.5 with standardized prompts referencing the American Association for the Study of Liver Diseases and the European Association for the Study of the Liver guidelines. Patients were classified as "matched" when LLM recommendations corresponded to actual treatments received. Overall survival (OS) was compared between matched and mismatched groups, stratified by the Barcelona Clinic Liver Cancer (BCLC) stage. Decision tree analysis identified factors influencing treatment selection patterns. Concordance rates between LLM recommendations and physician decisions were 31.1% (ChatGPT 4o), 32.7% (Gemini 2.0), and 26.8% (Claude 3.5). In BCLC-A patients, treatment concordance with LLM recommendations was associated with significantly improved survival (ChatGPT 4o HR: 0.743, 95% CI [0.665, 0.831], P < 0.001). Conversely, in BCLC-C patients, concordance was associated with worse survival outcomes (ChatGPT 4o HR: 1.650, 95% CI [1.523, 1.787], P < 0.001; Gemini 2.0 HR: 1.586, 95% CI [1.470, 1.711], P < 0.001; Claude 3.5 HR 1.483, 95% CI [1.366, 1.610], P < 0.001). In BCLC-B, concordance showed only modest or nonsignificant associations with survival across models. Decision tree analysis revealed that physicians prioritized liver function parameters, while LLMs emphasized tumor characteristics. In early-stage HCC, physicians avoided curative treatments when hepatic reserve was limited, whereas in advanced-stage HCC, physicians preferred locoregional therapies in patients with preserved liver function despite guideline recommendations for systemic therapy. This study is limited by its retrospective design, reliance on registry data without imaging information, and focus on guideline-era treatments, warranting future prospective validation.</p><p><strong>Conclusions: </strong>Concordance between LLM-generated and physician treatment decisions was associated with improved survival in early-stage HCC, whereas this association was not observed in advanced-stage disease. While LLMs may serve as adjunctive tools for guideline-concordant decisions in straightforward scenarios, their recommendations may reflect limited contextual awareness in complex clinical situations requiring individualized care. LLM recommendations should be interp
背景:肝细胞癌(HCC)的治疗需要复杂的决策,需要考虑肿瘤负荷、肝功能和患者的功能表现状态。大型语言模型(llm)在临床应用中显示出希望,但它们在HCC治疗建议中的效用仍未被探索。我们通过比较与现实世界医生决定和生存结果的一致性来评估llm产生的治疗建议的临床相关性。方法和研究结果:我们分析了2008年至2020年间在韩国原发性肝癌登记处诊断的13,614例未经治疗的HCC患者。使用ChatGPT 40、Gemini 2.0和Claude 3.5生成治疗建议,并参考美国肝病研究协会和欧洲肝脏研究协会的指南进行标准化提示。当LLM建议与实际接受的治疗相对应时,患者被归类为“匹配”。根据巴塞罗那临床肝癌(BCLC)分期,比较匹配组和不匹配组的总生存期(OS)。决策树分析确定了影响治疗选择模式的因素。LLM建议与医生决定的一致性率分别为31.1% (ChatGPT 40)、32.7% (Gemini 2.0)和26.8% (Claude 3.5)。在BCLC-A患者中,LLM推荐治疗方案的一致性与生存率的显著提高相关(ChatGPT 40 HR: 0.743, 95% CI [0.665, 0.831], P)。结论:LLM产生与医生治疗方案的一致性与早期HCC生存率的提高相关,而在晚期疾病中未观察到这种相关性。虽然法学硕士可以作为辅助工具,在简单的情况下做出与指南一致的决定,但在需要个性化护理的复杂临床情况下,他们的建议可能反映出有限的情境意识。法学硕士建议应谨慎解释与临床判断。
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