personalised medicine

个性化医疗
  • 文章类型: Journal Article
    最近在肥胖患者中采用内窥镜套管胃成形术(ESG),由于其显着的益处,已在外科界获得批准。包括显著的体重减轻,安全,可行性,重复性,和潜在的可逆性。然而,尽管它有希望的临床结果和降低的侵袭性,仍然缺乏执行ESG的标准化程序。随着时间的推移,已经提出了多种缝合模式和缝合方法,然而,缺乏量化和比较它们对胃组织影响的合理工具。为了解决这个差距,本研究提出了一种计算方法。该研究涉及一个案例研究,分析了三种不同的缝合模式(C形,U形和Z形)使用从磁共振成像生成的患者特定的计算胃模型。模拟通过在胃腔内放置导线特征以复制缝线来模拟食物摄入,然后施加线性增加的内部压力高达15mmHg。结果促进了基于压力-体积行为和生物组织上最大应力分布的缝合线配置之间的比较。揭示U形在体积减小方面更有效,即使伸长应变减少,组织应力增加,而Z形是ESG后最大胃短的原因。总之,计算生物力学方法是临床和手术环境中的有力工具,提供对在体内探索具有挑战性的方面的见解,如组织伸长和应力。这些方法允许不同配置之间的机械比较,尽管它们可能不包括关键的临床结局.
    The relatively recent adoption of Endoscopic Sleeve Gastroplasty (ESG) amongst obese patients has gained approval within the surgical community due to its notable benefits, including significant weight loss, safety, feasibility, repeatability, and potential reversibility. However, despite its promising clinical outcomes and reduced invasiveness, there is still a lack of standardised procedures for performing ESG. Multiple suture patterns and stitching methods have been proposed over time, yet rational tools to quantify and compare their effects on gastric tissues are absent. To address this gap, this study proposed a computational approach. The research involved a case study analyzing three distinct suture patterns (C-shaped, U-shaped and Z-shaped) using a patient-specific computational stomach model generated from magnetic resonance imaging. Simulations mimicked food intake by placing wire features in the intragastric cavity to replicate sutures, followed by applying a linearly increasing internal pressure up to 15 mmHg. The outcomes facilitated comparisons between suture configurations based on pressure-volume behaviours and the distribution of maximum stress on biological tissues, revealing the U-shaped as the more effective in terms of volume reduction, even if with reduced elongation strains and increased tissues stresses, whereas the Z-shaped is responsible of the greatest stomach shortness after ESG. In summary, computational biomechanics methods serve as potent tools in clinical and surgical settings, offering insights into aspects that are challenging to explore in vivo, such as tissue elongation and stress. These methods allow for mechanical comparisons between different configurations, although they might not encompass crucial clinical outcomes.
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  • 文章类型: Journal Article
    目的:个性化医疗被视为改善肥胖者健康状况的一个令人兴奋的机会。随着肥胖的表型和个性化治疗的研究迅速发展,这项研究旨在了解患者对肥胖个性化医疗的偏好和观点。
    方法:使用参与式世界咖啡馆方法来了解肥胖患者对与肥胖风险识别和治疗的个性化方法相关的潜在机会和局限性的看法。参与者在桌子上记录数据,并使用主题分析进行主题分析。
    结果:患者表示希望针对肥胖的个性化医疗可以减少耻辱,支持理解肥胖是一种疾病,并提高治疗结果和接受度。他们还对肥胖个性化医疗的准确性表示担忧,它对保险的影响以及个人的进一步发展,个性化医疗,会分散社会的注意力,环境,肥胖的经济和心理驱动因素。
    结论:这项研究强调了患者普遍对个性化肥胖药物的潜力非常乐观,但也提出了一些临床医生感兴趣的合理问题。工业,和政策制定者。
    OBJECTIVE: Personalised medicine is seen as an exciting opportunity to improve the health outcomes of people with obesity. As research on phenotyping and personalised treatment for obesity rapidly advances, this study sought to understand patient preferences and perspectives on personalised medicine for obesity.
    METHODS: A participatory world café methodology was used to garner the perspectives of people living with obesity on the potential opportunities and limitations associated with a personalised approach to obesity risk identification and treatment. Data were recorded by participants on tablemats and analysed thematically using thematic analysis.
    RESULTS: Patients expressed the hope that personalised medicine for obesity would reduce stigma, support understanding of obesity as a disease, and improve treatment outcomes and acceptance. They also expressed concern about the accuracy of personalised medicine for obesity, its implications for insurance and that further advances in individual, personalised medicine, would detract attention from social, environmental, economic and psychological drivers of obesity.
    CONCLUSIONS: This study highlights how patients are generally very optimistic about the potential for personalised obesity medicine but also raise a number of legitimate concerns that will be of interest to clinicians, industry, and policy makers.
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  • 文章类型: Journal Article
    我们旨在鉴定潜在与银屑病关节炎(PsA)患者治疗反应相关的lncRNAs的表达谱,用作预测药物治疗有效性的潜在基因组生物标志物。此外,我们使用疾病活动指数的临床参数评估了lncRNAs遗传变异与治疗应答之间可能的关联.对于表达研究,我们收集了48名接受治疗的PsA患者,监测12个月的治疗反应。我们最初使用PCR阵列,然后,我们用qRT-PCR对结果进行了验证。我们还对163例接受治疗的PsA患者进行了回顾性基因分型。首先,我们观察到响应者和非响应者患者之间的表达水平存在显着差异,用TNFi治疗的PsA患者组中的4个lncRNA和用IL17i治疗的患者组中的3个lncRNA。然后,我们证实,与反应者相比,无反应者患者的MEG3表达显着降低,还分别考虑接受TNFi和IL17i治疗的单组患者。此外,我们的结果似乎突出了rs941576(MEG3)变异等位基因对疾病活动指数的潜在剂量依赖性效应.我们的研究表明lncRNAMEG3在对生物药物的治疗反应中的可能作用。
    We aimed to identify an expression profile of lncRNAs potentially related to treatment response in Psoriatic arthritis (PsA) patients, to be used as potential genomic biomarkers predictors of drug treatment effectiveness. In addition, we evaluated a possible association between lncRNAs genetic variants and the response to therapy using the clinical parameter of Disease Activity Index. For the expression study, we collected 48 treated PsA patients, monitoring the treatment response for 12 months. We initially used PCR Array and, then, we validated the results with qRT-PCR. We also retrospectively genotyped 163 treated PsA patients. Firstly, we observed a significant difference in the expression level between Responder and non-Responder patients, of 4 lncRNAs in the group of PsA patients treated with TNFi and of 3 lncRNAs in the group of patients treated with IL17i. Then, we confirmed a significant decrease of MEG3 expression in non-Responder patients compared to Responders, also considering separately the single groups of patients treated with TNFi and IL17i. In addition, our results seem to highlight a potential dose-dependent effect of rs941576 (MEG3) variant allele on Disease Activity Index. Our study suggests a possible role of the lncRNA MEG3 in the treatment response to biological drugs.
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  • 文章类型: Journal Article
    对于肾小球滤过率(GFR)>5mL/min的成人,推荐以3-12g/天的剂量给予头孢噻肟。本研究旨在评估肾功能和肥胖对重症监护病房(ICU)患者头孢噻肟浓度的影响。对2020年至2022年间接受连续头孢噻肟输注的连续ICU患者进行回顾性队列研究[IRBN992021/CHUSTE]。剂量不是恒定的;因此,考虑浓度-剂量比(C/D).进行统计分析以评估头孢噻肟浓度之间的关系,肾功能,和肥胖。共有70名患者,中位年龄61岁,包括在内,肥胖和非肥胖患者的头孢噻肟浓度没有显着差异。然而,浓度因GFR而异,在肾功能正常至增加的患者中普遍用药不足,在肾功能严重受损的患者中用药过量。根据GFR调整头孢噻肟给药与改善的目标达成相关。头孢噻肟在危重患者中的剂量应考虑肾功能,GFR正常至增加的患者需要较高的初始剂量,而肾功能严重受损的患者则需要较低的剂量。治疗药物监测可以帮助优化给药方案。有必要进行前瞻性研究以验证这些发现并为临床实践提供信息。
    Cefotaxime administration is recommended in doses of 3-12 g/day in adults with a Glomerular Filtration Rate (GFR) > 5 mL/min. This study aimed to assess the impact of renal function and obesity on cefotaxime concentrations in intensive care unit (ICU) patients. A retrospective cohort study was conducted on consecutive ICU patients receiving continuous cefotaxime infusion between 2020 and 2022 [IRBN992021/CHUSTE]. Doses were not constant; consequently, a concentration-to-dose ratio (C/D) was considered. Statistical analysis was performed to assess the relationship between cefotaxime concentrations, renal function, and obesity. A total of 70 patients, median age 61 years, were included, with no significant difference in cefotaxime concentrations between obese and non-obese patients. However, concentrations varied significantly by GFR, with underdosing prevalent in patients with normal to increased renal function and overdosing in those with severely impaired renal function. Adjustment of cefotaxime dosing according to GFR was associated with improved target attainment. Cefotaxime dosing in critically ill patients should consider renal function, with higher initial doses required in patients with normal to increased GFR and lower doses in those with severely impaired renal function. Therapeutic drug monitoring may aid in optimising dosing regimens. Prospective studies are warranted to validate these findings and inform clinical practice.
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  • 文章类型: Journal Article
    治疗精神病的药物(抗精神病药)具有挑战性,因为治疗效果不佳的比率很高,这在一定程度上是由个体的遗传学解释的。药物基因组学(PGx)测试可以帮助临床医生根据个人的遗传学调整精神病药物的选择或剂量,特别是因CYP2D6基因变异而具有已知可变反应的精神病药物(CYP2D6-PGx抗精神病药)。
    本研究旨在调查规定的“CYP2D6-PGx抗精神病药”人群之间的差异,并根据目前的药物基因组学指导估计符合PGx检测条件的患者比例。
    进行了一项横断面研究,从243名患者的医疗记录中提取数据,以探索精神病药物处方,包括药物过渡。人口统计数据,如年龄,性别,种族,和临床小组被收集和总结。描述性统计探讨了CYP2D6-PGx抗精神病药处方的比例和转变的性质。我们使用逻辑回归分析来调查人口统计学变量与“CYP2D6-PGx抗精神病药”和“非CYP2D6-PGx抗精神病药”处方之间的关联。
    三分之二(164)的患者服用了CYP2D6-PGx抗精神病药(阿立哌唑,利培酮,氟哌啶醇或zuclopenthixol)。超过五分之一(23%)的患者符合PGx测试的建议标准,在两项精神病药物试验之后。年龄之间没有统计学上的显著差异,性别,或种族可能被处方\'CYP2D6-PGx抗精神病药\'。
    这项研究表明,在EIP队列中,开CYP2D6-PGx抗精神病药的比率很高,为进一步探索如何在EIP服务中实施PGx测试以个性化精神病药物的处方提供依据。
    Prescribing drugs for psychosis (antipsychotics) is challenging due to high rates of poor treatment outcomes, which are in part explained by an individual\'s genetics. Pharmacogenomic (PGx) testing can help clinicians tailor the choice or dose of psychosis drugs to an individual\'s genetics, particularly psychosis drugs with known variable response due to CYP2D6 gene variants (\'CYP2D6-PGx antipsychotics\').
    This study aims to investigate differences between demographic groups prescribed \'CYP2D6-PGx antipsychotics\' and estimate the proportion of patients eligible for PGx testing based on current pharmacogenomics guidance.
    A cross-sectional study took place extracting data from 243 patients\' medical records to explore psychosis drug prescribing, including drug transitions. Demographic data such as age, sex, ethnicity, and clinical sub-team were collected and summarised. Descriptive statistics explored the proportion of \'CYP2D6-PGx antipsychotic\' prescribing and the nature of transitions. We used logistic regression analysis to investigate associations between demographic variables and prescription of \'CYP2D6-PGx antipsychotic\' versus \'non-CYP2D6-PGx antipsychotic\'.
    Two-thirds (164) of patients had been prescribed a \'CYP2D6-PGx antipsychotic\' (aripiprazole, risperidone, haloperidol or zuclopenthixol). Over a fifth (23%) of patients would have met the suggested criteria for PGx testing, following two psychosis drug trials. There were no statistically significant differences between age, sex, or ethnicity in the likelihood of being prescribed a \'CYP2D6-PGx antipsychotic\'.
    This study demonstrated high rates of prescribing \'CYP2D6-PGx-antipsychotics\' in an EIP cohort, providing a rationale for further exploration of how PGx testing can be implemented in EIP services to personalise the prescribing of drugs for psychosis.
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  • 文章类型: Journal Article
    背景:压力是长期状况的重要预测因子。我们检查头发皮质醇(压力的生物标志物)是否与多种长期疾病(MLTC)的发生和积累有关。
    方法:我们纳入了来自4295名年龄≥50岁的个体的数据,这些个体在英国纵向老龄化研究数据集内包含头发皮质醇数据,社会人口统计学和健康行为变量。Cox比例风险模型用于量化2012/2013年至2018/2019年期间,基线时毛发皮质醇与MLTC积累之间的关联,无论是基线时是否有MLTC。
    结果:我们的队列包括在2012/2013年至2018/2019年期间积累MLTC的1458人(34.0%)。个人的比例为零,基线时累积MLTC的1和≥2个条件为12.0%(n=127),40.4%(n=520),和41.7%(n=811),分别。在未经调整的[HR:1.15(1.05-1.25)]和根据社会人口统计学和健康行为调整的模型中,较高的皮质醇水平与较高的MLTC积累风险相关[HR:1.12(1.02-1.22)]。对于基线无MLTC的个体,在未校正模型[HR:1.20(1.05-1.36)]和校正模型[HR:1.16(1.02-1.32)]中,较高的皮质醇水平与较高的MLTC发病风险显著相关.
    结论:该研究提供了应激在MLTC发展和积累中的作用的第一个证据。这种可修改的风险因素可以有针对性地降低MLTC的风险。然而,需要进一步的工作来更好地了解将应激和MLTC积累联系起来的机制和途径.
    Stress is an important predictor of long-term conditions. We examine whether hair cortisol (a biomarker of stress) is associated with incidence and accumulation of multiple long-term conditions (MLTC).
    We included data from 4295 individuals aged ≥50 years within the English Longitudinal Study of Ageing dataset with data on hair cortisol, sociodemographic and health behaviour variables. Cox proportional hazards models were used to quantify the association between hair cortisol at baseline and accumulation of MLTC between 2012/2013 and 2018/2019, both for individuals with and without MLTC at baseline.
    Our cohort included 1458 (34.0%) individuals who accumulated MLTC between 2012/2013 and 2018/2019. The proportion of individuals with zero, 1, and ≥ 2 conditions at baseline who accumulated MLTC were 12.0% (n = 127), 40.4% (n = 520), and 41.7% (n = 811), respectively. Higher cortisol levels were associated with higher risk of accumulation of MLTC in both unadjusted [HR:1.15(1.05-1.25)] and models adjusted for sociodemographic and health behaviours [HR:1.12(1.02-1.22)]. For individuals without MLTC at baseline, higher cortisol levels were significantly associated with higher risk of developing MLTC in unadjusted [HR: 1.20(1.05-1.36)] and adjusted models [HR: 1.16(1.02-1.32)].
    The study provides the first evidence of the role of stress in the development and accumulation of MLTC. This modifiable risk factor could be targeted to reduce the risk of MLTC. However, further work is needed to better understand the mechanisms and pathways that link stress and accumulation of MLTC.
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  • 文章类型: Journal Article
    与儿科和老年患者使用的疗法的风险/收益概况相关的认识是有限的。我们进行了一项研究,称为MEAP3.0研究,收集和分析在现实世界中多重用药的虚弱人群中发生的药物不良反应(ADR)和药物-药物相互作用(DDI)的证据。数据是从医院和地区卫生服务机构接受治疗的患者的药物不良反应和药物咨询报告中检索的。我们收集了2977份ADRs报告,并将“全身使用的抗感染药”和“心血管系统”确定为18岁以下和65岁以上患者中最常见的涉及药物类别,分别。我们检测到2179个DDI,其中10.7%与至少一种ADR有关:22种被归类为“禁忌”(儿科组7种,老年组15种),61为“主要”(儿科患者为6例,老年病患者为55例),而151个DDI被归类为“中度”(10个指儿科人群,老年患者为109人)和“未成年人”(儿科患者为1人,和31在老年人中)。MEAP3.0项目表明,药物警戒监测和治疗和解是避免潜在DDI和ADR发生的有效策略。允许个性化医疗。
    Awareness related to the risk/benefit profile of therapies used in paediatric and elderly patients is limited. We carried out a study, called the MEAP 3.0 study, to collect and analyse evidence of adverse drug reactions (ADRs) and drug-drug interactions (DDIs) that occurred in frail populations under polypharmacy in a real-world setting. Data were retrieved from reports of ADRs and pharmacological counselling from patients treated in hospitals and territorial health services. We collected 2977 ADRs reports and identified \'anti-infectives for systemic use\' and \'cardiovascular system\' as the most frequently implicated pharmacological classes in under-18 and over-65 patients, respectively. We detected 2179 DDIs, of which 10.7% were related to at least one ADR: 22 were classified as \'contraindicated\' (7 in the paediatric group and 15 in the elderly one), and 61 as \'major\' (6 in the paediatric patients and 55 in the geriatric ones), while 151 DDIs were classified as \'moderate\' (10 referred to paediatric population, and 109 to elderly patient) and as \'minor\' (1 in paediatric patients, and 31 in the elderly ones). The MEAP 3.0 project demonstrates that pharmacovigilance surveillance and therapeutic reconciliation are valid strategies to avoid potential DDIs and the occurrence of ADRs, allowing for personalised medicine.
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  • 文章类型: Journal Article
    个性化治疗已成为一种考虑疾病异质性的可能更有效的方法。这项研究的目的是确定最近描述的儿童糖尿病亚组是否与糖尿病特异性并发症有预后关联,因此,可能是个性化治疗的基础。
    我们将先前开发的亚组分类应用于来自前瞻性糖尿病患者随访(DPV)注册表的儿科患者(糖尿病发病<18岁),并记录了2000年1月1日至2022年3月31日之间的数据,来自德国的糖尿病中心,奥地利,瑞士,卢森堡。分类需要胰岛自身抗体状态的信息,年龄,血红蛋白A1c(HbA1c),和身体质量指数(BMI-SDS)在疾病表现,以及2年和4年后的随访数据,在22,719名患者中可用。没有关于这些参数的记录数据的患者从分析中排除。严重低血糖的累积风险,糖尿病酮症酸中毒(DKA),视网膜病变,在中位随访6.8年(IQR4.8-9.6)期间,通过Kaplan-Meier分析对肾病进行了分析.
    患者分为10个亚组(P1-P7胰岛自身抗体阳性,n=19,811;N1-N3胰岛自身抗体阴性,n=2908)。在特定的急性和慢性并发症方面,各组差异显着。严重低血糖是年轻胰岛自身抗体阳性亚组P1,P3,P4(10年风险46,46和47%)和胰岛自身抗体阴性组N1,N2(43和46%)的特征。在患者组P2和P5中发现肾病(10年风险为16%),具有中度疾病的特征,如保留的C肽,低HbA1c,糖尿病发病时DKA的频率非常低。P7组,由高BMI定义,与不良的代谢控制有关,DKA,和视网膜病变。相比之下,高BMI(N3)的胰岛自身抗体阴性患者的4种并发症风险均较低.
    糖尿病发病的儿童糖尿病分组为急性和慢性糖尿病特异性并发症的发展提供了预后价值。
    DPV计划由德国糖尿病研究中心内的德国教育和研究部(BMBF)支持,罗伯特·科赫研究所的糖尿病监测,德国糖尿病协会(DDG)和INNODIA。
    UNASSIGNED: Personalised therapy has emerged as a possibly more efficient approach taking disease heterogeneity into account. The aim of this study was to determine whether recently described subgroups of childhood diabetes have prognostic association with diabetes-specific complications and, therefore, might be a basis for personalised therapies.
    UNASSIGNED: We applied a previously developed subgroup classification to pediatric patients (diabetes onset <18 years) from the prospective Diabetes Patient Follow-up (DPV) registry with documented data between January 1, 2000 and March 31, 2022, from diabetes centers in Germany, Austria, Switzerland, and Luxembourg. The classification required information on islet autoantibody status, age, haemoglobin A1c (HbA1c), and body-mass index (BMI-SDS) at disease manifestation, as well as follow up data after 2 and after 4 years, which was available in 22,719 patients. Patients without documented data on these parameters were excluded from the analysis. The cumulative risk of severe hypoglycemia, diabetic ketoacidosis (DKA), retinopathy, and nephropathy were analysed by Kaplan-Meier analyses over a median follow-up of 6.8 years (IQR 4.8-9.6).
    UNASSIGNED: Patients were classified into 10 subgroups (P1-P7 islet autoantibody-positive, n = 19,811; N1-N3 islet autoantibody-negative, n = 2908). The groups varied markedly with respect to specific acute and chronic complications. Severe hypoglycemia was a characteristic feature in young islet autoantibody-positive subgroups P1, P3, P4 (10-year risk 46, 46 and 47%) and the islet autoantibody-negative groups N1, N2 (43 and 46%). Nephropathy was identified in patient groups P2 and P5 (10-year risk 16%), which had features of moderate disease such as preserved C-peptide, low HbA1c, and very low frequency of DKA at diabetes onset. Group P7, which was defined by a high BMI, was associated with poor metabolic control, DKA, and retinopathy. In contrast, islet autoantibody-negative patients with high BMI (N3) had a low risk for all four complications.
    UNASSIGNED: Subgrouping of childhood diabetes at diabetes onset provided prognostic value for the development of acute and chronic diabetes-specific complications.
    UNASSIGNED: The DPV initiative is supported by The German Ministry of Education and Research (BMBF) within the German Center for Diabetes Research, the diabetes surveillance of the Robert Koch Institute, the German Diabetes Association (DDG) and INNODIA.
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  • 文章类型: Published Erratum
    [这更正了文章DOI:10.3389/fhar.2023.1178421。].
    [This corrects the article DOI: 10.3389/fphar.2023.1178421.].
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  • 文章类型: Journal Article
    目的:肾上腺皮质癌(ACC)是一种罕见的侵袭性恶性肿瘤,具有异质性的临床结局。最近的研究提出了临床/组织病理学参数(S-GRAS评分)或分子生物标志物(BM)的组合来改善预后。我们通过评估其对S-GRAS评分的附加预后价值,对基于DNA的BMS进行了比较分析。
    方法:194福尔马林固定,分析石蜡包埋(FFPE)ACC样品,包括回顾性训练队列(n=107)和前瞻性验证队列(n=87).靶向DNA测序和焦磷酸测序用于检测ACC特异性基因的体细胞单核苷酸变异和PAX5启动子区域的甲基化。ENSAT肿瘤分期,年龄,出现时的症状,切除状态,和Ki-67合并计算S-GRAS。终点是整体(OS),无进展(PFS),无病生存率(DFS)。通过多变量生存分析评估预后作用,并通过HarrellC指数比较其表现。
    结果:在培训队列中,在多变量分析中证实了两个基于DNA的BMs的独立预后作用:Wnt/β-catenin和Rb/p53通路的改变,和高甲基化的PAX5(PFS和DFS均P<0.05,HR1.47-2.33)。将这些组合到S-GRAS以获得组合评分(COMBI)。在比较分析中,最佳判别预后模型是两个队列中所有终点的COMBI评分,其次是S-GRAS评分(C指数分别为OS0.724和0.765,PFS0.717和0.670,DFS0.699和0.644).
    结论:在常规可用的FFPE样本上评估的基于靶向DNA的BM改善了ACC的预后,超出了常规可用的临床和组织病理学参数。这种方法可能有助于更好地个性化患者的管理。
    OBJECTIVE: Adrenocortical carcinoma (ACC) is a rare aggressive malignancy with heterogeneous clinical outcomes. Recent studies proposed a combination of clinical/histopathological parameters (S-GRAS score) or molecular biomarkers (BMs) to improve prognostication. We performed a comparative analysis of DNA-based BMs by evaluating their added prognostic value to the S-GRAS score.
    METHODS: A total of 194 formalin-fixed, paraffin-embedded (FFPE) ACC samples were analysed, including a retrospective training cohort (n = 107) and a prospective validation cohort (n = 87). Targeted DNA sequencing and pyrosequencing were used to detect somatic single-nucleotide variations in ACC-specific genes and methylation in the promoter region of paired box 5 (PAX5). The European Network for the Study of Adrenocortical Tumors (ENSAT) tumour stage, age, symptoms at presentation, resection status, and Ki-67 were combined to calculate S-GRAS. Endpoints were overall (OS), progression-free (PFS), and disease-free survival (DFS). Prognostic role was evaluated by multivariable survival analysis and their performance compared by Harrell\'s concordance index (C index).
    RESULTS: In training cohort, an independent prognostic role was confirmed at multivariate analysis for two DNA-based BMs: alterations in Wnt/β-catenin and Rb/p53 pathways and hypermethylated PAX5 (both P< .05 for PFS and DFS, hazard ratio [HR] 1.47-2.33). These were combined to S-GRAS to obtain a combined (COMBI) score. At comparative analysis, the best discriminative prognostic model was COMBI score in both cohorts for all endpoints, followed by S-GRAS score (C index for OS 0.724 and 0.765, PFS 0.717 and 0.670, and DFS 0.699 and 0.644, respectively).
    CONCLUSIONS: Targeted DNA-based BM evaluated on routinely available FFPE samples improves prognostication of ACC beyond routinely available clinical and histopathological parameters. This approach may help to better individualise patient\'s management.
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