Treatment response

治疗反应
  • 文章类型: Letter
    暂无摘要。
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    背景:预防慢性口腔移植物抗宿主病(cGVHD)的进展对于维持口腔健康至关重要,提高生活质量,将功能损害降至最低,减少全身并发症,并应对治疗挑战。
    目的:评价口腔黏膜屏障保护剂早期干预预防cGVHD进展的有效性及其对口腔健康的影响,生活质量,和治疗反应。
    方法:这项回顾性队列研究包括75名参与者,非口腔粘膜屏障保护剂组34例,口腔粘膜屏障保护剂组41例。基线特征,口腔粘膜健康参数,生活质量评估,收集并比较两个研究组的疗效数据。
    结果:接受口腔粘膜屏障保护剂的组(n=41)与没有此类保护剂的组(n=34)相比,口腔粘膜炎的严重程度明显降低(2.12±0.48vs.2.56±0.63,P=0.001),接受口腔粘膜屏障保护剂组的并发症发生率显着降低(P<0.05)。此外,生活质量评估显示躯体化明显改善,情绪管理,口腔粘膜屏障保护剂组与不使用这些保护剂组相比(P<0.05)。此外,对治疗效果的评估显示,口腔粘膜屏障保护剂组的完全和部分反应率明显较高,与没有这些保护剂的组相比,疾病进展显着降低(P<0.001)。
    结论:口腔粘膜屏障保护剂的早期干预与口腔健康参数的改善有关,提高生活质量,以及在cGVHD背景下更有利的治疗反应。
    BACKGROUND: Preventing the progression of chronic oral graft-versus-host disease (cGVHD) is essential for maintaining oral health, improving quality of life, minimizing functional impairment, reducing systemic complications, and addressing treatment challenges.
    OBJECTIVE: To evaluate the effectiveness of early intervention with oral mucosal barrier protective agents in preventing the progression of cGVHD and its impact on oral health, quality of life, and treatment response.
    METHODS: This retrospective cohort study included 75 participants, with 34 in the non-oral mucosal barrier protective agent group and 41 in the oral mucosal barrier protective agent group. Baseline characteristics, oral mucosal health parameters, quality of life assessments, and curative effect data were collected and compared between the two study groups.
    RESULTS: The group receiving oral mucosal barrier protectants (n = 41) exhibited significantly lower severity of oral mucositis compared to the group without such protectants (n = 34) (2.12 ± 0.48 vs. 2.56 ± 0.63, P = 0.001) and the incidence of complications was significantly lower in the group receiving oral mucosal barrier protectants (P < 0.05). Additionally, the quality of life assessment showed marked improvements in somatization, emotional management, and social reintegration in the oral mucosal barrier protectant group compared to the group without these protectants (P < 0.05). Furthermore, the assessment of treatment efficacy revealed significantly higher rates of both complete and partial responses in the oral mucosal barrier protectant group, along with a notable reduction in disease progression compared to the group without these protectants (P < 0.001).
    CONCLUSIONS: Early intervention with oral mucosal barrier protective agents was associated with improved oral health parameters, enhanced quality of life, and a more favorable treatment response in the context of cGVHD.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    静脉(IV)氯胺酮和鼻内(IN)艾氯胺酮是治疗重度抑郁症(MDD-TRD)中难治性抑郁症的新疗法。这是一项多站点观察性研究,旨在评估这些新疗法在MDD-TRD管理中的实际有效性和耐受性。53例患者转诊接受静脉注射氯胺酮(n=26,69.23%女性,52.81±14.33岁)或IN艾氯胺酮(n=27,51.85%女性,43.93±13.57岁)。使用蒙哥马利和奥斯贝格抑郁量表(MADRS)评估抑郁严重程度,并使用MADRS第10项评估自杀意念(SI)。通过使用6项临床医师管理的分离症状量表(CADSS-6)系统地跟踪副作用和去人格化来评估耐受性。数据采用描述性统计分析,风险比和效应大小。IV氯胺酮和IN艾氯胺酮均可通过治疗终点显着降低抑郁症状和自杀意念。接受艾司氯胺酮治疗的患者,而接受静脉注射氯胺酮的患者出现副作用的风险相似.报告的所有副作用都是轻微和短暂的。这些结果表明,IV氯胺酮和IN艾氯胺酮均可有效治疗抑郁症状,并且耐受性良好。因此,这项研究的结果可以为临床实践提供信息.
    Intravenous (IV) ketamine and intranasal (IN) esketamine are novel therapies to manage treatment resistant depression within major depressive disorder (MDD-TRD). This is a multi-site observational study aiming to assess the real-world effectiveness and tolerability of these novel therapies in the management of MDD-TRD. 53 patients were referred to receive IV ketamine (n = 26, 69.23 % female, 52.81 ± 14.33 years old) or IN esketamine (n = 27, 51.85 % female, 43.93 ± 13.57 years old). Treatment effectiveness was assessed using the Montgomery and Åsberg Depression Rating Scale (MADRS) for depression severity and item 10 of the MADRS for suicidal ideation (SI). Tolerability was assessed by systematically tracking side effects and depersonalization using the 6-item Clinician administered dissociative symptom scale (CADSS-6). The data was analyzed using descriptive statistics, risk ratio and effect size. Both IV ketamine and IN esketamine significantly reduced depressive symptoms and suicidal ideation by treatment endpoint. Patients receiving IN esketamine, and patients receiving IV ketamine had a similar risk of developing side effects. All side effects reported were mild and transient. These results suggested that both IV ketamine and IN esketamine are effective in the management of depressive symptoms and were well tolerated. Therefore, the results of this study could serve to inform clinical practice.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    背景:我们研究的目的是调查结核病患者的血清壳三糖苷酶水平,它与微生物学和临床参数的关系,以及对治疗的反应。
    方法:这项纵向小组研究包括149例确诊的结核病患者。在处理开始和结束时测量血清壳三糖苷酶活性。使用单变量和多变量逻辑回归分析探索与壳三糖苷酶活性相关的因素。
    结果:在149名研究参与者中,71(47.7%)为女性。平均年龄为53.0(SD=18.2)。大多数病例是新的118例(79.2例),主要有145人(97.3%)患有肺结核。一半以上的患者痰涂片阳性91例(61.1%),而培养阳性146例(98%)。根据放射学发现,92例(63.4%)患者发现空洞性病变。抗结核治疗与血清壳三糖苷酶水平显著降低相关(<0.001)。新的结核病治疗(OR=4.41%;95%CI=1.20-9.89),发现空洞性病变(OR=3.86;95CI=0,59-26.57)与壳三糖苷酶活性降低显着相关。
    结论:我们的研究结果表明,血清壳三糖苷酶值是开始抗结核治疗和治疗监测的重要生物标志物,因为血清壳三糖苷酶水平的降低可以预测结核病患者的良好治疗反应。需要进一步的研究来探索这些,和其他与结核病患者的壳三糖苷酶活性相关的因素。
    BACKGROUND: The aim of our study was to investigate serum chitotriosidase level in tuberculosis patients, its relationship with microbiological and clinical parameters, and response to treatment.
    METHODS: This longitudinal panel study included 149 patients with confirmed TB disease. Serum chitotriosidase activity was measured at the beginning and the end of treatment. Factors associated with chitotriosidase activity were explored using univariate and multivariable logistic regression analysis.
    RESULTS: Out of 149 study participants, 71(47.7%) were female. The mean age was 53.0 (SD = 18.2). Majority of cases were new 118(79.2), predominantly 145 (97.3%) having pulmonary tuberculosis. More than half of the patients were sputum smear positive 91 (61.1%) while culture positive in 146 (98%) of them. According to radiological findings, cavitary lesions were found in 92 (63.4%) patients. Anti TB treatment was associated with significant decrease in serum chitotriosidase level (< 0.001). New TB treatment (OR = 4.41%;95% CI = 1.20-9.89), and cavitary lesions (OR = 3.86;95%CI = 0,59-26.57) were found to be significantly associated with decrease of chitotriosidase activity.
    CONCLUSIONS: The results of our study showed that serum chitotriosidase values are strong biomarkers for starting anti TB treatment and for treatment monitoring, since decrease in serum chitotriosidase level can predict favorable treatment response in patients with tuberculosis. Further studies are needed to explore these, and other factors associated with chitotriosidase activity among tuberculosis patients.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:简介:肾细胞癌(RCC)是一种非常罕见的小儿肾脏肿瘤。缺乏指导治疗的有力证据,有关靶向治疗和免疫疗法的知识主要基于成人研究。目前,国际儿科肿瘤学会-肾肿瘤研究组(SIOP-RTSG)2016UMBRELLA方案推荐舒尼替尼用于转移性或不可切除的RCC.
    方法:这项回顾性研究描述了酪氨酸激酶抑制剂(TKI)的作用,抗程序性细胞死亡1(PD-(L)1)单克隆抗体,晚期和复发性小儿肾癌的免疫治疗方案。
    结果:在经组织学证实为肾癌的31名患者(0-18岁)中,3/31与TNMI/II阶段一起提交,8/31与TNM阶段III,20/31诊断为TNMIV期。大多数被诊断为易位型RCC(MiT-RCC)(21/31),其余患者主要表现为乳头状或透明细胞RCC。在新辅助或辅助治疗中,或复发或进展时,包括与多种药物的单一或联合治疗,说明大多数患者的中心具体选择。舒尼替尼通常作为首选给药,主要导致疾病稳定(53%)。其他常用药物包括阿西替尼,卡博替尼,索拉非尼,和nivolumab;然而,没有一种治疗似乎比舒尼替尼更有希望.总的来说,15/31患者死于疾病,12/31患有活动性疾病,只有4名患者有完全缓解。该队列的样本量和异质性仅允许进行描述性统计分析。
    结论:本研究提供了一系列独特的RCC患儿临床和治疗特点的概述。
    BACKGROUND: Introduction: Renal cell carcinoma (RCC) is a very rare pediatric renal tumor. Robust evidence to guide treatment is lacking and knowledge on targeted therapies and immunotherapy is mainly based on adult studies. Currently, the International Society of Pediatric Oncology-Renal Tumor Study Group (SIOP-RTSG) 2016 UMBRELLA protocol recommends sunitinib for metastatic or unresectable RCC.
    METHODS: This retrospective study describes the effects of tyrosine kinase inhibitors (TKI), anti-programmed cell death 1 (PD-(L)1) monoclonal antibodies, and immunotherapeutic regimens in advanced-stage and relapsed pediatric RCC.
    RESULTS: Of the 31 identified patients (0-18 years) with histologically proven RCC, 3/31 presented with TNM stage I/II, 8/31 with TNM stage III, and 20/31 with TNM stage IV at diagnosis. The majority were diagnosed with translocation type RCC (MiT-RCC) (21/31) and the remaining patients mainly presented with papillary or clear-cell RCC. Treatment in a neoadjuvant or adjuvant setting, or upon relapse or progression, included mono- or combination therapy with a large variety of drugs, illustrating center specific choices in most patients. Sunitinib was often administered as first choice and predominantly resulted in stable disease (53%). Other frequently used drugs included axitinib, cabozantinib, sorafenib, and nivolumab; however, no treatment seemed more promising than sunitinib. Overall, 15/31 patients died of disease, 12/31 are alive with active disease, and only four patients had a complete response. The sample size and heterogeneity of this cohort only allowed descriptive statistical analysis.
    CONCLUSIONS: This study provides an overview of a unique series of clinical and treatment characteristics of pediatric patients with RCC treated with targeted therapies.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    汗腺炎是一种慢性炎症性皮肤病,可对激光脱毛治疗产生反应。
    评估紫绿宝石激光脱毛激光治疗化脓性汗腺炎的临床反应。
    我们进行了前瞻性,随机化,成人汗腺炎患者的对照研究。参与者对身体的一侧进行了一系列4个月的激光治疗,对侧作为对照。主要结果是最终激光治疗后第24周,第8周的汗腺炎临床反应。
    4次治疗后,治疗部位的改善百分比为72.73%,70%腹股沟,和100%的乳房下。在所有身体部位,与对侧对照相比,使用翠绿宝石激光治疗的部位的临床反应明显更高:75%vs33.33%(P=.0046,95%CI:[0.16,1])。
    这项研究的局限性包括收集数据的样本量很小。
    775-nm翠绿宝石激光是一种安全有效的治疗方法,可以在各种解剖部位解决先前存在的病变并防止新的喷发。
    UNASSIGNED: Hidradenitis supprativa is a chronic inflammatory skin disease that can respond to treatment with laser hair removal.
    UNASSIGNED: To assess alexandrite laser hair removal laser as a treatment for hidradenitis suppurativa as measured by the Hidradenitis Supprativa Clinical Response.
    UNASSIGNED: We conducted a prospective, randomized, controlled study in adult patients with hidradenitis supprativa. Participants underwent a series of 4 monthly laser treatments to 1 side of the body, with the contralateral side serving as a control. The primary outcome was Hidradenitis Supprativa Clinical Response at week 24, 8 weeks after the final laser treatment.
    UNASSIGNED: The percent improvement across treated sites after 4 treatments was 72.73% axillary, 70% inguinal, and 100% inframammary. Across all body regions, Hidradenitis Supprativa Clinical Response was significantly higher for the sites treated with the alexandrite laser compared to the contralateral controls: 75% vs 33.33% (P = .0046, 95% CI: [0.16, 1]).
    UNASSIGNED: The limitations of this study include a small sample size from which the data was collected.
    UNASSIGNED: The 775-nm alexandrite laser is a safe and effective treatment for hidradenitis supprativa at various anatomic sites in both resolving preexisting lesions and preventing new eruptions.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    抑郁症的神经炎症过程与对常规抗抑郁药的治疗抵抗有关。氯胺酮是治疗难治性抑郁症(TRD)的有效新治疗选择。据推测,其公认的免疫调节特性可介导其抗抑郁作用。在这种情况下,更高水平的炎症可能预示着更好的治疗反应。然而,这一假设缺乏确凿的证据。因此,我们研究了标准的外周炎症细胞标志物和C反应蛋白(CRP)水平是否可以预测TRD患者静脉注射氯胺酮治疗期间症状的改善。
    27名TRD患者在三周内接受6次调整体重的静脉内氯胺酮输注(0.5mg/kg体重)治疗。基线评估包括CRP,绝对单核细胞计数(AMC),和绝对中性粒细胞计数(ANC)。在基线(D1)使用蒙哥马利-奥斯贝格抑郁量表(MADRS)测量抑郁严重程度,在第一次(D3)和最后一次氯胺酮输注之前(D18)。基线实验室评估对评估者进行盲化。
    13名参与者对氯胺酮治疗有反应,8名参与者部分回答。基线AMC在D3(r=-0.57,p=0.002)和D18(r=-0.48,p=0.010)时与MADRS变化呈强负相关,表明高基线AMC与更大的症状改善相关.广义线性模型证实了基线AMC与氯胺酮治疗期间症状改善的相关性,性别,和体重指数。具体来说,基线AMC显示出区分应答者和部分应答者与非应答者的预测价值,但缺乏部分反应者和反应者之间的辨别能力。基线ANC与D3时的MADRS变化相关(r=-0.39,p=0.046),而CRP值根本不相关。
    我们的前瞻性单臂开放标签观察性研究表明,基线AMC可靠地预测TRD患者静脉注射氯胺酮治疗期间症状的改善。因此,在日常临床实践中,AMC可以作为氯胺酮治疗期间症状改善的简单且容易获得的标志物。未来的研究需要更大的样本量和更详细的AMC亚型的纵向评估,以更好地了解单核细胞和氯胺酮的神经调节作用之间的具体关系。
    UNASSIGNED: Neuroinflammatory processes in depression are associated with treatment resistance to conventional antidepressants. Ketamine is an effective new therapeutic option for treatment-resistant depression (TRD). Its well-established immunomodulatory properties are hypothesized to mediate its antidepressant effect. In this context, higher levels of inflammation may predict a better treatment response. However, conclusive evidence for this hypothesis is lacking. We thus investigated whether standard peripheral inflammatory cell markers and C-reactive protein (CRP) levels could predict symptom improvement during intravenous ketamine therapy in TRD patients.
    UNASSIGNED: 27 participants with TRD were treated with six weight-adjusted intravenous ketamine infusions (0.5 mg/kg bodyweight) over three weeks. Baseline assessments included CRP, absolute monocyte count (AMC), and absolute neutrophil count (ANC). Depression severity was measured using the Montgomery-Åsberg Depression Rating Scale (MADRS) at baseline (D1), after the first (D3) and before the last ketamine infusion (D18). Raters were blinded for the baseline laboratory assessments.
    UNASSIGNED: 13 participants responded to ketamine treatment, and 8 participants partially responded. Baseline AMC showed a strong negative correlation with MADRS change at D3 (r=-0.57, p=0.002) and at D18 (r =-0.48, p=0.010), indicating that a high baseline AMC was associated with greater symptom improvement. A generalized linear model confirmed the association of baseline AMC with symptom improvement during ketamine treatment when additionally accounting for age, sex, and body mass index. Specifically, baseline AMC demonstrated predictive value to discriminate responders and partial responders from non-responders, but lacked discriminative ability between partial responders and responders. Baseline ANC correlated with the MADRS changes at D3 (r=-0.39, p=0.046), while CRP values did not correlate at all.
    UNASSIGNED: Our prospective single-arm open-label observational study demonstrated that baseline AMC reliably predicted symptom improvement during intravenous ketamine treatment in TRD patients. AMC could therefore serve as a simple and easily accessible marker for symptom improvement during ketamine therapy in daily clinical practice. Future studies with larger sample sizes and a more detailed longitudinal assessment of AMC subtypes are needed to better understand the specific relationship between monocytes and the neuromodulatory effects of ketamine.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:慢性移植物抗宿主病(GVHD)是异基因造血细胞移植后晚期发病和死亡的主要原因。尽管慢性GVHD治疗取得了重大进展,在理解多形性表型和不同的治疗反应方面仍然存在挑战.预测慢性GVHD研究中对特异性治疗(PQRST)的反应质量的目标是确定治疗反应的预测因子。这份描述研究设计的报告旨在提高认识,并邀请希望从这项研究中获取临床数据和研究样本的研究人员进行合作。
    方法:这是一个前瞻性的,观察性队列研究涉及从最初开始的患者收集数据-,第二-,或使用特定药物治疗慢性GVHD的三线系统治疗。有价值的参与者将在开始指数治疗之前进行基线评估和研究样本,开始治疗后1个月。反应评估发生在治疗开始后3和6个月,或者在6个月前开始新的全身治疗。目标招募是8个机构的大约200名患者,至少6个月的随访,以确定对指数治疗的反应。
    结果:登记于2020年7月开始,由于COVID-19大流行而推迟;截至2024年3月1日,已有137名可评估参与者登记。
    结论:慢性GVHD联盟“PQRST”是一项大型纵向队列研究,旨在通过确定生物学和临床定义的患者亚组来研究治疗反应的预测因素。我们欢迎调查人员在使用这些数据方面进行合作。
    背景:NCT04431479。
    BACKGROUND: Chronic graft-versus-host disease (GVHD) is a leading cause of late morbidity and mortality after allogeneic hematopoietic cell transplantation. Despite significant progress in chronic GVHD therapies, challenges remain in understanding pleomorphic phenotypes and varying response to treatment. The goal of the Predicting the Quality of Response to Specific Treatments (PQRST) in chronic GVHD study is to identify predictors of treatment response. This report describing the study design seeks to raise awareness and invite collaborations with investigators who wish to access clinical data and research samples from this study.
    METHODS: This is a prospective, observational cohort study involving data collection from patients who are beginning first-, second-, or third-line systemic therapy for chronic GVHD with defined agents. Evaluable participants will have baseline assessments and research samples prior to starting the index therapy, and 1 month after starting treatment. Response assessments occur at 3 and 6 months after start of treatment, or if a new systemic therapy is started before 6 months. Target enrollment is approximately 200 patients at 8 institutions, with at least 6 months of follow up to determine response to index therapy.
    RESULTS: Enrollment started in July 2020 and was delayed due to the COVID-19 pandemic; as of 3/1/2024, 137 evaluable participants have been enrolled.
    CONCLUSIONS: The Chronic GVHD Consortium \"PQRST\" is a large longitudinal cohort study that aims to investigate predictors of treatment response by identifying biologically and clinically defined patient subgroups. We welcome investigators to collaborate in the use of these data.
    BACKGROUND: NCT04431479.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    本研究旨在提供一种使用定量脑电图(qEEG)作为电生理指标来预测精神分裂症患者治疗反应的客观手段。我们从精神分裂症患者获得了qEEG记录,并探索了指示治疗反应性的模式。
    该研究包括68名被诊断为精神分裂症谱系障碍的患者。在回顾性收集人口统计信息后,临床数据,如qEEG,阳性和阴性综合征量表(PANSS),进行了多元回归分析.该分析采用基线qEEG结果作为自变量,PANSS评分变化作为因变量,以辨别因果关系。
    参与者的平均年龄为38.4岁(SD=13.73)。入院时PANSS平均得分为92.97,出院时降至67.41。多元回归分析显示T4中的δ波(β=0.346,t=3.165,p=0.002),Fp2中的高β波(β=0.231,t=2.361,p=0.021)与PANSS绝对功率的变化有关。此外,O2的δ波(β=0.250,t=3.288,p=0.002);T3的β波(β=-1.463,t=-5.423,p<0.001)和O2的β波(β=0.551,t=3.366,p=0.001);Fp1的高β波(β=0.307,t=4.026,p<0.001),使用Z评分的绝对功率的T3(β=0.855,t=4.414,p<0.001)和T6(β=-0.838,t=-4.559,p<0.001)也与PANSS变化有关。Pearson的相关分析表明,只有Cz处的δ波(r=0.246,p=0.043)的绝对功率与PANSS的变化相关。
    我们发现,抗精神病药物治疗前精神分裂症患者的某些qEEG波型与治疗前后的PANSS变化有关。三角波和贝塔波,主要在额叶和颞区,被发现与PANSS评分的变化显著相关。在未来,本研究中确定的qEEG指标可作为预测精神分裂症患者抗精神病药物治疗反应的电生理标志物。
    UNASSIGNED: This study aimed to provide an objective means of predicting treatment responses in patients with schizophrenia using quantitative electroencephalography (qEEG) as an electrophysiological indicator. We obtained qEEG recordings from patients with schizophrenia and explored them for patterns indicative of treatment responsiveness.
    UNASSIGNED: The study included 68 patients had been diagnosed with schizophrenia spectrum disorder. After retrospectively gathering demographic information, clinical data such as qEEG, Positive and Negative Syndrome Scale (PANSS), a multiple regression analysis was performed. This analysis employed baseline qEEG findings as independent variables and PANSS score changes as dependent variables to discern causal relationships.
    UNASSIGNED: The mean age of the participants was 38.4 years(SD =13.73). The mean PANSS score on admission was 92.97, decreasing to 67.41 at discharge. Multiple regression analysis revealed that delta waves in T4 (β=0.346, t=3.165, p=0.002), and high-beta waves in Fp2 (β=0.231, t=2.361, p=0.021) were associated with PANSS changes in absolute power. In addition, the delta waves of O2 (β=0.250, t=3.288, p=0.002); beta waves of T3 (β=-1.463, t=-5.423, p<0.001) and O2 (β=0.551, t=3.366, p=0.001); high beta waves of Fp1 (β=0.307, t=4.026, p<0.001), T3 (β=0.855, t=4.414, p<0.001) and T6 (β=-0.838, t=-4.559, p<0.001) of absolute power using the Z-score were also related to PANSS changes. Pearson\'s correlation analysis showed that only delta waves at Cz (r= 0.246, p=0.043) in absolute power correlated with changes in the PANSS.
    UNASSIGNED: We found that certain qEEG wave patterns in patients with schizophrenia prior to antipsychotic treatment were linked to PANSS changes before and after treatment. Delta waves and beta waves, primarily in the frontal and temporal regions, were found to be significantly associated with changes in PANSS scores. In the future, the qEEG indicators identified in this study could serve as electrophysiological markers for predicting antipsychotic treatment responses in patients with schizophrenia.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    目的:新辅助放化疗已成为局部晚期直肠癌患者的标准治疗方法。然而,个体之间的治疗反应差异很大,如何选择新辅助放化疗的最佳候选人至关重要.本研究旨在开发一种基于内窥镜图像的深度学习模型,用于预测局部晚期直肠癌对新辅助放化疗的反应。
    方法:在这项多中心观察研究中,回顾性获得了来自两个中国医学中心的患者的治疗前内镜图像,并构建了基于深度学习的肿瘤回归模型.基于肿瘤消退等级评估治疗反应,并将其定义为良好反应和非良好反应。在内部和外部测试集中评估了深度学习模型的预测性能。主要结果是治疗预测模型的准确性,通过AUC和准确性测量。
    结果:该深度学习模型实现了良好的预测性能。在内部测试集中,AUC和准确性分别为0.867(95%CI:0.847-0.941)和0.836(95%CI:0.818-0.896),分别。预测性能在外部测试集中得到了充分验证,模型的AUC为0.758(95%CI:0.724-0.834),准确度为0.807(95%CI:0.774-0.843).
    结论:基于内窥镜图像的深度学习模型对新辅助治疗反应具有出色的预测能力,突出了其指导个性化治疗的潜力。
    OBJECTIVE: Neoadjuvant chemoradiotherapy has been the standard practice for patients with locally advanced rectal cancer. However, the treatment response varies greatly among individuals, how to select the optimal candidates for neoadjuvant chemoradiotherapy is crucial. This study aimed to develop an endoscopic image-based deep learning model for predicting the response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer.
    METHODS: In this multicenter observational study, pre-treatment endoscopic images of patients from two Chinese medical centers were retrospectively obtained and a deep learning-based tumor regression model was constructed. Treatment response was evaluated based on the tumor regression grade and was defined as good response and non-good response. The prediction performance of the deep learning model was evaluated in the internal and external test sets. The main outcome was the accuracy of the treatment prediction model, measured by the AUC and accuracy.
    RESULTS: This deep learning model achieved favorable prediction performance. In the internal test set, the AUC and accuracy were 0.867 (95% CI: 0.847-0.941) and 0.836 (95% CI: 0.818-0.896), respectively. The prediction performance was fully validated in the external test set, and the model had an AUC of 0.758 (95% CI: 0.724-0.834) and an accuracy of 0.807 (95% CI: 0.774-0.843).
    CONCLUSIONS: The deep learning model based on endoscopic images demonstrated exceptional predictive power for neoadjuvant treatment response, highlighting its potential for guiding personalized therapy.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

公众号