personalised treatment

个性化治疗
  • 文章类型: Letter
    背景:一些研究报道,与静脉注射那他珠单抗相比,皮下那他珠单抗的药物浓度更低。随着间隔时间延长给药的出现,在皮下给药后,更深入地了解低浓度是至关重要的.
    方法:我们比较了匹配队列中皮下和静脉给药之间的血清谷浓度(n=50)。
    结果:与静脉给药(n=25)相比,皮下给药(n=25)与较低的浓度相关(log-B=-0.28,p=0.01)。在一组11名接受延长间隔皮下那他珠单抗给药的患者中,中位谷浓度甚至更低。
    结论:皮下那他珠单抗可导致药物浓度降低,可能限制延长间隔给药。
    BACKGROUND: Several studies reported lower drug concentrations with subcutaneous natalizumab compared to intravenous natalizumab. With the emergence of extended interval dosing, gaining more insight into lower concentrations after subcutaneous administration is essential.
    METHODS: We compared serum trough concentrations between subcutaneous and intravenous administration within a matched cohort (n = 50).
    RESULTS: Subcutaneous administration (n = 25) was associated with lower concentrations compared to intravenous administration (n = 25) (log-B=-0.28, p = 0.01). In an exploratory group of 11 patients receiving extended interval dosing of subcutaneous natalizumab, the median trough concentration was even lower.
    CONCLUSIONS: Subcutaneous natalizumab can lead to lower drug concentrations, potentially limiting extended interval dosing.
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  • 文章类型: Journal Article
    在本文中,我们基于神经生理学方法特别是EEG分析来研究难治性癫痫的非药物治疗。总之,有许多边缘和丘脑-皮层相关的结构参与音乐情感的处理(暴露),包括杏仁核(唤醒,情绪的表达,恐惧),海马体(记忆,HPA轴的调节,stress),海马旁回(识别,内存检索),脑岛(价),时间极(连通性),腹侧纹状体(期望和奖励的经验),眶额叶皮质(价)和扣带皮质(自主神经调节)。一种方法是对EEG活动进行听觉(一种形式的声处理)以通过反馈来发现音乐以夹带异常的EEG活动。我们讨论X-System的各种方法和使用(https://www.x系统。co.uk/),它是音乐大脑的计算模型,能够预测音乐的神经生理效应。它模拟了与音乐反应相关的结构和路径,包括耳蜗,脑干,听觉和运动皮层,以及基底神经节,小脑和边缘结构。它可以预测自主神经和内分泌活动以及电活动的底物,以选择可以调节EEG异常以减少癫痫活动和癫痫发作的音乐。尤其是那些对抗癫痫药物或侵入性治疗无反应的人。
    In this paper we look at non-pharmaceutical treatments for intractable epilepsy based on neurophysiological methods especially with EEG analysis. In summary, there are a number of limbic and thalamo-cortical related structures involved in the processing of musical emotion (exposure), including the amygdala (arousal, expression of mood, fear), hippocampus (memory, regulation of HPA axis, stress), parahippocampal gyrus (recognition, memory retrieval), insula (valence), temporal poles (connectivity), ventral striatum (expectation and experience of reward), orbitofrontal cortex (valence) and cingulate cortex (autonomic regulation). One method is to audify (a form of sonification) EEG activity to find music by feedback to entrain abnormal EEG activity. We discuss various methods and our use of X-System (https://www.x-system.co.uk/) which is a computational model of the musical brain capable of predicting the neurophysiological effects of music. It models structures and pathways related to responses to music, including the cochlea, brain stem, auditory and motor cortex, as well as basal ganglia, cerebellum and limbic structures. It can predict autonomic and endocrine activity as well as the substrates of electrical activity to select music which can regularise EEG abnormalities to decrease epileptic activity and seizures, especially in those unresponsive to antiepileptic medication or invasive treatments.
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  • 文章类型: Journal Article
    大约一半的广泛性焦虑症(GAD)患者无法从一线治疗中恢复。并且没有经过验证的预测模型可以告知个人或临床医生潜在的治疗益处。本研究旨在开发和验证治疗后GAD症状严重程度的准确和可解释的预测模型。在八项改善获得心理治疗(IAPT)服务(n=15,859)中接受GAD治疗的成年人的数据被分为培训,验证和保留数据集。使用10倍交叉验证比较了13种机器学习算法,针对两个简单的临床相关比较模型。在保持数据集上测试了性能最佳的模型,并且特定于模型的可解释性度量确定了最重要的预测因子。贝叶斯加性回归树模型优于所有比较模型(MSE=16.54[95%CI=15.58;17.51];MAE=3.19;R²=0.33,包括单预测线性回归模型:MSE=20.70[95%CI=19.58;21.82];MAE=3.94;R²=0.14)。五个最重要的预测因子是:PHQ-9快感缺失,GAD-7烦恼/烦躁,不安和恐惧的项目,然后是转诊评估的等待时间。最佳性能模型仅使用治疗前数据准确预测治疗后GAD症状严重程度,优于比较模型,这些模型接近临床判断,并且保持在GAD-7测量误差和最小的临床重要差异内。该模型可以为治疗决策提供信息,并为接受GAD治疗的临床医生和患者提供所需的信息。
    Approximately half of generalised anxiety disorder (GAD) patients do not recover from first-line treatments, and no validated prediction models exist to inform individuals or clinicians of potential treatment benefits. This study aimed to develop and validate an accurate and explainable prediction model of post-treatment GAD symptom severity. Data from adults receiving treatment for GAD in eight Improving Access to Psychological Therapies (IAPT) services (n=15,859) were separated into training, validation and holdout datasets. Thirteen machine learning algorithms were compared using 10-fold cross-validation, against two simple clinically relevant comparison models. The best-performing model was tested on the holdout dataset and model-specific explainability measures identified the most important predictors. A Bayesian Additive Regression Trees model out-performed all comparison models (MSE=16.54 [95 % CI=15.58; 17.51]; MAE=3.19; R²=0.33, including a single predictor linear regression model: MSE=20.70 [95 % CI=19.58; 21.82]; MAE=3.94; R²=0.14). The five most important predictors were: PHQ-9 anhedonia, GAD-7 annoyance/irritability, restlessness and fear items, then the referral-assessment waiting time. The best-performing model accurately predicted post-treatment GAD symptom severity using only pre-treatment data, outperforming comparison models that approximated clinical judgement and remaining within the GAD-7 error of measurement and minimal clinically important differences. This model could inform treatment decision-making and provide desired information to clinicians and patients receiving treatment for GAD.
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  • 文章类型: Journal Article
    目的:脾曲癌(SFCs)的最佳手术方式仍不确定。这项调查的目的是探讨国际外科界对SFC的管理和结果的看法。
    方法:问卷由五个部分组成(有关受访者的信息;SFC的定义和预后;手术方法;特定情况下的方法;结果),并通过国际传播委员会和社交媒体分发。
    结果:该调查在4周内收到了50个国家的576份回复。关于脾曲的定义没有达成共识,而接受和不认为SFC患者结局较差的受访者比例相等.整体首选手术入路为左半结肠切除术[203(35.2%)],其次是节段性切除[167(29%)],扩大右半结肠切除术[126(21.9%)]和结肠次全切除术[7(12%)].用于结扎的所述椎弓根在切除类型之间以及在同一切除范围内有所不同。一百六十六(28.8%)的受访者认为节段性切除术与最差的生存率有关,190(33%)的受访者认为与最佳的生活质量有关。
    结论:这项调查证实了在所有方面SFC治疗缺乏共识。所描述的不同方法可能代表围绕该区域的可变解剖结构和相关的淋巴引流的不同信念。未来的研究需要解决这种不一致,并确定最佳的手术策略。同时还纳入了生活质量指标和患者报告的结局。一刀切的方法可能不适合证监会,并且需要更定制的方法。
    OBJECTIVE: The optimum surgical approach to splenic flexure cancers (SFCs) remains uncertain. The aim of this survey was to explore the opinions of an international surgical community on the management and outcomes of SFC.
    METHODS: A questionnaire was constructed comprising five sections (information about respondents; definition and prognosis of SFC; operative approach; approach in specific scenarios; outcomes) and circulated through an international dissemination committee and social media.
    RESULTS: The survey received 576 responses over 4 weeks across 50 countries. There was no consensus regarding the definition of the splenic flexure, whilst the proportion of respondents who did and did not think that patients with SFC had a worse outcome was equal. The overall preferred operative approach was left hemicolectomy [203 (35.2%)], followed by segmental resection [167 (29%)], extended right hemicolectomy [126 (21.9%)] and subtotal colectomy [7 (12%)]. The stated pedicles for ligation varied between resection types and also within the same resection. One hundred and sixty-six (28.8%) respondents thought a segmental resection was associated with the worst survival and 190 (33%) thought it was associated with the best quality of life.
    CONCLUSIONS: This survey confirms a lack of consensus across all aspects SFC treatment. The differing approaches described are likely to represent different beliefs around the variable anatomy of this region and the associated lymphatic drainage. Future studies are required to address such inconsistencies and identify the optimum surgical strategy, whilst also incorporating quality-of-life metrics and patient-reported outcomes. A one-size-fits-all approach is probably not appropriate with SFC, and a more bespoke approach is required.
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  • 文章类型: Journal Article
    目的:研究Dkk1作为BC患者对NACT反应的预测因子的作用。
    方法:这项回顾性单中心研究包括145名接受NACT术后乳房手术的妇女。在核心针活检和乳腺癌标本中使用免疫组织化学染色评估Dkk1蛋白的表达。
    结果:Dkk1水平在治疗的BC肿瘤中低于在未治疗的肿瘤中。68个匹配的治疗前和治疗后组织的结果表明,乳腺癌组织中的Dkk1水平可通过芯针活检中的水平显着预测,而83%的病例中Dkk1表达降低。较小的cT阶段,Her2阳性表达,芯针活检组织中Dkk1-IRS的降低是回归等级(R4)的独立预测因子,根据Sinn然而,NACT前后Dkk1表达差异百分比对PFS或OS无影响.
    结论:在这项研究中,我们首次证明Dkk1可作为BC患者NACT反应的独立预测因子,特别是那些与TNBC。在分子亚型方面,使用多中心扩展(治疗前/治疗后)样本集和更好定义的群体进行进一步研究,治疗方式,建议长期随访以获得更确凿的证据。
    OBJECTIVE: To investigate the role of Dkk1 as a predictor of response to NACT in BC patients.
    METHODS: This retrospective monocentric study included 145 women who had undergone NACT followed by breast surgery. Dkk1 protein expression was assessed using immunohistochemistry staining in core needle biopsies and mammary carcinoma specimens.
    RESULTS: Dkk1 levels were lower in treated BC tumours than in untreated tumours. The outcomes of 68 matched pre- and post-therapy tissues showed that Dkk1 levels in mammary carcinoma tissues were significantly predicted by levels in core needle biopsies and that Dkk1 expression was reduced in 83% of cases. Smaller cT stage, positive Her2 expression, and decreased Dkk1-IRS in core needle biopsy tissues were all independent predictors of regression grade (R4), according to Sinn. However, the percentage of Dkk1 expression differences prior to and following NACT had no effect on PFS or OS.
    CONCLUSIONS: In this study, we demonstrated for the first time that Dkk1 could be identified as an independent predictor of NACT response in BC patients, particularly those with TNBC. Further research with a multicentric expanded (pre-/post-therapy) sample set and better-defined populations in terms of molecular subtypes, therapy modality, and long-term follow-up is recommended to obtain more solid evidence.
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  • 文章类型: Journal Article
    伊立替康在直肠癌的新辅助放化疗(nCRT)中起着至关重要的作用,但其最佳剂量仍不清楚。在这项研究中,我们纳入了101例符合UGT1A1*1*28基因型的UGT1A1*1*1(74.3%)和UGT1A1*1*28(25.7%)和UGT1A1*6基因型的GG(63.4%)患者,GA(32.7%),和AA(3.9%)。所有患者均接受术前放疗(50Gy/25分),同时进行伊立替康(UGT1A1*1:80mg/m2;UGT1A1*1*28:65mg/m2)和卡培他滨(CapIri)。在给药后1.5、24和49小时测量SN-38浓度。根据SN-38浓度将患者分为四组(Q1-Q4)。完全缓解(CR)率是主要终点。分析表明,49hSN-38浓度对于预测功效和毒性相对最佳。Q4组的CR率明显高于Q1组(p=0.019),但不良事件发生率也较高(p=.009)。我们筛选了推荐的49hSN-38,浓度范围为0.5-1.0ng/mL。我们还验证了UGT1A1*6多态性与SN-38浓度之间的相关性,随着伊立替康的临床疗效。总之,我们的研究确定了监测SN38浓度的相对最佳时间点和浓度范围,并揭示了UGT1A1*6和UGT1A1*28多态性在指导伊立替康给药中的临床意义,为个性化伊立替康给药提供有意义的见解。
    Irinotecan plays a crucial role in the neoadjuvant chemoradiotherapy (nCRT) of rectal cancer, but its optimal dosing is still unclear. In this study, we included 101 eligible patients with the UGT1A1*28 genotype of UGT1A1*1*1 (74.3%) and UGT1A1*1*28 (25.7%) and UGT1A1*6 genotypes of GG (63.4%), GA (32.7%), and AA (3.9%). All patients received preoperative radiotherapy (50 Gy/25 fractions) with concurrent irinotecan (UGT1A1*1*1: 80 mg/m2 ; UGT1A1*1*28: 65 mg/m2 ) and capecitabine (CapIri). SN-38 concentrations were measured at 1.5, 24, and 49 h post-administration. Patients were divided into four groups (Q1-Q4) based on the SN-38 concentration. The complete-response (CR) rate was the primary endpoint. The analysis demonstrated that the 49 h SN-38 concentration was relatively optimal for predicting efficacy and toxicity. The Q4 group had a significantly higher CR rate than the Q1 group (p = .019), but also higher rates of adverse events (p = .009). We screened the recommended 49 h SN-38, with a 0.5-1.0 ng/mL concentration range. We also validated the correlation between UGT1A1*6 polymorphism and SN-38 concentration, along with the clinical efficacy of irinotecan. In conclusion, our study identified the relatively optimal timepoint and concentration range for monitoring SN38 concentrations and revealed the clinical significance of UGT1A1*6 and UGT1A1*28 polymorphisms in guiding irinotecan administration, offering meaningful insights for personalised irinotecan dosing.
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  • 文章类型: Journal Article
    癌症仍然是全球死亡的主要原因,尽管在诊断和治疗方面取得了许多进展。精准医疗一直是重点关注的领域,通过更好的患者分层治疗和更精确的诊断技术,研究提供了有助于降低癌症死亡率的见解和进展。然而,获得癌症治疗的机会不平等仍然是全球关注的问题,许多患者获得诊断测试和治疗方案的机会有限。非侵入性液体活检(LB)技术可以确定周围样品中肿瘤特异性分子的改变。这允许临床医生在DNA或细胞水平上推断知识,它可以用来筛查癌症风险高的人,个性化治疗,监测治疗反应,早期发现转移。随着对癌症病理学的科学认识的增加,利用循环肿瘤DNA(ctDNA)和循环肿瘤细胞(CTC)的LB技术在研究过程中已经发展。这些技术将肿瘤特异性标志物整合到分子测试平台中。为了在更广泛的范围内实现临床翻译和最大的患者利益,准确性,可访问性,需要优先考虑LB测试的可负担性,并与当前使用的黄金标准方法进行比较。在这次审查中,我们重点介绍了LB诊断的技术范围,并通过当前技术的预期发展以及新兴技术和新型技术的整合,讨论了LB的未来前景.这可能会使更具成本效益的癌症护理模型被广泛采用。
    Cancer remains a leading cause of death worldwide, despite many advances in diagnosis and treatment. Precision medicine has been a key area of focus, with research providing insights and progress in helping to lower cancer mortality through better patient stratification for therapies and more precise diagnostic techniques. However, unequal access to cancer care is still a global concern, with many patients having limited access to diagnostic tests and treatment regimens. Noninvasive liquid biopsy (LB) technology can determine tumour-specific molecular alterations in peripheral samples. This allows clinicians to infer knowledge at a DNA or cellular level, which can be used to screen individuals with high cancer risk, personalize treatments, monitor treatment response, and detect metastasis early. As scientific understanding of cancer pathology increases, LB technologies that utilize circulating tumour DNA (ctDNA) and circulating tumour cells (CTCs) have evolved over the course of research. These technologies incorporate tumour-specific markers into molecular testing platforms. For clinical translation and maximum patient benefit at a wider scale, the accuracy, accessibility, and affordability of LB tests need to be prioritized and compared with gold standard methodologies in current use. In this review, we highlight the range of technologies in LB diagnostics and discuss the future prospects of LB through the anticipated evolution of current technologies and the integration of emerging and novel ones. This could potentially allow a more cost-effective model of cancer care to be widely adopted.
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  • 文章类型: Journal Article
    药物可能会进行昂贵的临床前研究,但仍无法在临床试验中证明其疗效。这使得发现新药具有挑战性。体外和体内模型对于疾病研究和治疗开发都是必不可少的。然而,这些模型无法模拟人体的生理和病理环境,导致有限的药物检测和不准确的疾病建模,未能为临床应用提供有效指导。芯片上器官(OC)是充当微生理系统或芯片上组织的设备;它们提供对器官的某些功能和病理生理学的准确见解,以精确预测药物在体内的安全性和有效性。OC更快,更经济,更精确。因此,预计它们将成为一个至关重要的补充,和长期替代,传统的临床前细胞培养,动物研究,甚至是人体临床试验。本文首先概述了OC的性质及其意义,然后详细介绍他们与制造相关的材料和方法。它还讨论了OC在药物筛选和疾病建模和治疗中的应用,并提出了OCs的未来前景。
    Drugs may undergo costly preclinical studies but still fail to demonstrate their efficacy in clinical trials, which makes it challenging to discover new drugs. Both in vitro and in vivo models are essential for disease research and therapeutic development. However, these models cannot simulate the physiological and pathological environment in the human body, resulting in limited drug detection and inaccurate disease modelling, failing to provide valid guidance for clinical application. Organs-on-chips (OCs) are devices that serve as a micro-physiological system or a tissue-on-a-chip; they provide accurate insights into certain functions and the pathophysiology of organs to precisely predict the safety and efficiency of drugs in the body. OCs are faster, more economical, and more precise. Thus, they are projected to become a crucial addition to, and a long-term replacement for, traditional preclinical cell cultures, animal studies, and even human clinical trials. This paper first outlines the nature of OCs and their significance, and then details their manufacturing-related materials and methodology. It also discusses applications of OCs in drug screening and disease modelling and treatment, and presents the future perspective of OCs.
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  • 文章类型: Journal Article
    迫切需要在炎症性肠病(IBD)的诊断中指导临床决策的生物标志物。我们研究了一种复合血清N-糖生物标志物,以预测244例新诊断的IBD患者的发现队列中的未来病程。使用超高效液相色谱法分析了47个单独的聚糖峰,鉴定了105个糖型,从中计算出24个衍生的聚糖性状。进行多变量逻辑回归以确定衍生的聚糖性状与疾病的关联。Cox比例风险模型用于预测从一线治疗到生物制剂或手术的治疗升级(风险比(HR)25.9,p=1.1×10-12;95%置信区间(CI),8.52-78.78)。应用于54例IBD患者的独立复制队列,HR为5.1(p=1.1×10-5;95%CI,2.54-10.1)。这些数据证明了血清N-聚糖生物标志物的预后能力,代表了IBD中个性化医疗的一步。
    Biomarkers to guide clinical decision making at diagnosis of inflammatory bowel disease [IBD] are urgently needed. We investigated a composite serum N-glycomic biomarker to predict future disease course in a discovery cohort of 244 newly diagnosed IBD patients. In all, 47 individual glycan peaks were analysed using ultra-high performance liquid chromatography, identifying 105 glycoforms from which 24 derived glycan traits were calculated. Multivariable logistic regression was performed to determine associations of derived glycan traits with disease. Cox proportional hazard models were used to predict treatment escalation from first-line treatment to biologics or surgery (hazard ratio [HR] 25.9, p = 1.1 × 10-12; 95% confidence interval [CI], 8.52-78.78). Application to an independent replication cohort of 54 IBD patients yielded an HR of 5.1 [p = 1.1 × 10-5; 95% CI, 2.54-10.1]. These data demonstrate the prognostic capacity of serum N-glycan biomarkers and represent a step towards personalised medicine in IBD.
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  • 文章类型: Journal Article
    随着模拟在医学中发挥着越来越重要的作用,为个体患者提供定制的诊断和治疗是未来精准医学的一部分。通过数字孪生(DT)技术的出现,这种定制将成为可能。本文旨在回顾数字孪生技术在医学中的重要研究进展,并讨论数字医疗的潜在应用和未来机遇以及仍然存在的几个挑战。使用PubMed进行了文献综述,WebofScience,谷歌学者,Scopus和相关书目资源,在搜索过程中考虑了以下术语及其衍生物:DT,医学和数字健康虚拟医疗。最后,对文献的分析得出了465篇相关文章,其中我们选择了22个进行详细审查。我们总结了数字孪生在医学中的应用实例,并分析了数字孪生在许多医学领域的应用。揭示了令人鼓舞的结果,DT在医学中的应用正在增加。这篇文献综述的结果表明,DT医疗保健,作为未来医学的关键融合方法,将把精准诊断和个性化治疗的优势变为现实。
    As simulation is playing an increasingly important role in medicine, providing the individual patient with a customised diagnosis and treatment is envisaged as part of future precision medicine. Such customisation will become possible through the emergence of digital twin (DT) technology. The objective of this article is to review the progress of prominent research on DT technology in medicine and discuss the potential applications and future opportunities as well as several challenges remaining in digital healthcare. A review of the literature was conducted using PubMed, Web of Science, Google Scholar, Scopus and related bibliographic resources, in which the following terms and their derivatives were considered during the search: DT, medicine and digital health virtual healthcare. Finally, analyses of the literature yielded 465 pertinent articles, of which we selected 22 for detailed review. We summarised the application examples of DT in medicine and analysed the applications in many fields of medicine. It revealed encouraging results that DT is being increasing applied in medicine. Results from this literature review indicated that DT healthcare, as a key fusion approach of future medicine, will bring the advantages of precision diagnose and personalised treatment into reality.
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