Treatment response

治疗反应
  • 文章类型: Journal Article
    近年来,随着单克隆抗体用于阻断导致潜在炎症的选择性靶标的开发,出现了最有希望的严重不受控制的哮喘(SUA)的治疗选择。如美泊利单抗和贝那利珠单抗。然而,治疗反应存在不完全控制的变异性.对美泊利单抗和贝那利珠单抗的反应变异性可能受单核苷酸多态性(SNP)的影响,检测这些并将其用作反应的预测生物标志物将是有用的。我们进行了一项回顾性观察性队列研究,纳入了来自三级医院的72名白种人患者,这些患者接受了美泊利单抗和贝那利珠单抗治疗,患有严重的嗜酸性粒细胞哮喘。IL5中的多态性(rs4143832,rs17690122),RAD50(rs11739623,rs4705959),IL1RL1(rs1420101,rs17026974,rs1921622),GATA2(rs4857855),IKZF2(rs12619285),FCGR2A(rs1801274),FCGR2B(rs3219018,rs1050501),FCGR3A(rs10127939,rs396991),FCER1A(rs2251746,rs2427837),FCER1B(rs1441586,rs573790,rs569108),使用Taqman探针通过实时聚合酶链反应(PCR)分析ZNF415(rs1054485)基因。在治疗12个月后分析反应。在接受mepolizumab治疗的患者中,定义为恶化减少的治疗反应与ZNF415rs1054485-T相关(p=0.042;OR=5.33;95%CI=1.06-30.02),定义为口服糖皮质激素使用减少的治疗反应与上一年的加重次数相关(p=0.029;OR=3.89;95%CI=1.24-14.92),定义为肺功能改善的治疗反应与生物治疗开始时的年龄相关(p=0.002;OR=1.10;95%CI=1.04-1.18),FCER1Brs569108-AA(p<0.001;OR=171.06;95%CI=12.94-6264.11),和FCER1Ars2427837-A(p=0.021;OR=8.61;95%CI=1.71-76.62)。另一方面,在接受贝那利珠单抗治疗的患者中,治疗反应,定义为减少恶化,与ZNF415rs1054485-T相关(p=0.073;OR=1.3×108;95%CI=1.8×10-19-NA),FCER1Brs569108-AA(p=0.050;OR=11.51;95%CI=1.19-269.78),过敏(p=0.045;OR=4.02;95%CI=1.05-16.74),和性别(p=0.028;OR=4.78;95%CI=1.22-20.63);治疗反应定义为肺功能改善与息肉病相关(p=0.027;OR=9.16;95%CI=1.58-91.4),IKZF2rs12619285-AA(p=0.019;OR=9.1;95%CI=1.7-75.78),IL5rs4143832-T(p=0.017;OR=11.1;95%CI=1.9-112.17),和FCER1Brs1441586-C(p=0.045;OR=7.81;95%CI=1.16-73.45)。这项研究的结果表明,所研究的多态性对美泊利单抗和贝那利珠单抗的反应的潜在影响,以及通过定义治疗反应的预测性生物标志物可以获得的临床益处。
    The most promising treatment options for severe uncontrolled asthma (SUA) have emerged in recent years with the development of monoclonal antibodies for blocking selective targets responsible for the underlying inflammation, such as mepolizumab and benralizumab. However, there is variability in treatment response that is not fully controlled. The variability of the response to mepolizumab and benralizumab could be influenced by single-nucleotide polymorphisms (SNPs), and it would be useful to detect these and use them as predictive biomarkers of response. We conducted a retrospective observational cohort study of 72 Caucasian patients recruited from a tertiary hospital with severe uncontrolled eosinophilic asthma treated with mepolizumab and benralizumab. Polymorphisms in the IL5 (rs4143832, rs17690122), RAD50 (rs11739623, rs4705959), IL1RL1 (rs1420101, rs17026974, rs1921622), GATA2 (rs4857855), IKZF2 (rs12619285), FCGR2A (rs1801274), FCGR2B (rs3219018, rs1050501), FCGR3A (rs10127939, rs396991), FCER1A (rs2251746, rs2427837), FCER1B (rs1441586, rs573790, rs569108), and ZNF415 (rs1054485) genes were analyzed by real-time polymerase chain reaction (PCR) using Taqman probes. The response was analyzed after 12 months of treatment. In patients under mepolizumab treatment, a treatment response defined as a reduction in exacerbations was associated with ZNF415 rs1054485-T (p = 0.042; OR = 5.33; 95% CI = 1.06-30.02), treatment response defined as a reduction in oral corticosteroids use was associated with the number of exacerbations in the previous year (p = 0.029; OR = 3.89; 95% CI = 1.24-14.92), and treatment response defined as improvement in lung function was associated with the age at the beginning of biological therapy (p = 0.002; OR = 1.10; 95% CI = 1.04-1.18), FCER1B rs569108-AA (p < 0.001; OR = 171.06; 95% CI = 12.94-6264.11), and FCER1A rs2427837-A (p = 0.021; OR = 8.61; 95% CI = 1.71-76.62). On the other hand, in patients under benralizumab treatment, treatment response, defined as a reduction in exacerbations, was associated with ZNF415 rs1054485-T (p = 0.073; OR = 1.3 × 108; 95% CI = 1.8 × 10-19-NA), FCER1B rs569108-AA (p = 0.050; OR = 11.51; 95% CI = 1.19-269.78), allergies (p = 0.045; OR = 4.02; 95% CI = 1.05-16.74), and sex (p = 0.028; OR = 4.78; 95% CI = 1.22-20.63); and treatment response defined as improvement in lung function was associated with polyposis (p = 0.027; OR = 9.16; 95% CI = 1.58-91.4), IKZF2 rs12619285-AA (p = 0.019; OR = 9.1; 95% CI = 1.7-75.78), IL5 rs4143832-T (p = 0.017; OR = 11.1; 95% CI = 1.9-112.17), and FCER1B rs1441586-C (p = 0.045; OR = 7.81; 95% CI = 1.16-73.45). The results of this study show the potential influence of the studied polymorphisms on the response to mepolizumab and benralizumab and the clinical benefit that could be obtained by defining predictive biomarkers of treatment response.
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  • 文章类型: Journal Article
    (1)背景:胰腺导管腺癌(PDAC)虽然治疗进展,但生存率较低。目的:本研究旨在展示分子谱分析如何可能指导个性化治疗策略,这可能有助于改善PDAC患者的生存结局。(2)材料与方法:对某学术中心142例PDAC患者进行回顾性分析。患者接受化疗和下一代测序进行分子谱分析。使用Reactome途径数据库鉴定关键的致癌途径。使用Kaplan-Meier曲线和Cox比例风险回归进行生存分析。(3)结果:患者主要接受FOLFIRINOX(n=62)或吉西他滨nab-紫杉醇(n=62)作为初始化疗。中位OS为13.6个月。NOTCH患者的中位OS更长(15vs.12.3个月,p=0.007)和KIT通路突变(21.3vs.12.12个月,p=0.04)。组合途径分析表明对存活的潜在协同作用。在PFS中,PI3K通路(6.6与5.7个月,p=0.03)和KIT途径(10.3vs.6.2个月,p=0.03)突变与吉西他滨nab-紫杉醇亚组PFS改善相关。(4)结论:分子谱分析可能在PDAC中发挥作用,用于预测结果和对FOLFIRINOX和吉西他滨nab-紫杉醇等疗法的反应。将基因组数据整合到临床决策中可以使PDAC治疗受益,尽管需要进一步验证才能在PDAC管理中充分利用精确肿瘤学。
    (1) Background: Pancreatic ductal adenocarcinoma (PDAC) has low survival rates despite treatment advancements. Aim: This study aims to show how molecular profiling could possibly guide personalized treatment strategies, which may help improve survival outcomes in patients with PDAC. (2) Materials and Methods: A retrospective analysis of 142 PDAC patients from a single academic center was conducted. Patients underwent chemotherapy and next-generation sequencing for molecular profiling. Key oncogenic pathways were identified using the Reactome pathway database. Survival analysis was performed using Kaplan-Meier curves and Cox Proportional Hazards Regression. (3) Results: Patients mainly received FOLFIRINOX (n = 62) or gemcitabine nab-paclitaxel (n = 62) as initial chemotherapy. The median OS was 13.6 months. Longer median OS was noted in patients with NOTCH (15 vs. 12.3 months, p = 0.007) and KIT pathway mutations (21.3 vs. 12.12 months, p = 0.04). Combinatorial pathway analysis indicated potential synergistic effects on survival. In the PFS, PI3K pathway (6.6 vs. 5.7 months, p = 0.03) and KIT pathway (10.3 vs. 6.2 months, p = 0.03) mutations correlated with improved PFS within the gemcitabine nab-paclitaxel subgroup. (4) Conclusions: Molecular profiling could play a role in PDAC for predicting outcomes and responses to therapies like FOLFIRINOX and gemcitabine nab-paclitaxel. Integrating genomic data into clinical decision-making can benefit PDAC treatment, though further validation is needed to fully utilize precision oncology in PDAC management.
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  • 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.
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  • 文章类型: Journal Article
    背景:确定表观遗传学在系统性幼年特发性关节炎(SJIA)中的作用为探索以前未被识别的疾病途径和新的治疗靶点提供了机会。
    目的:我们旨在鉴定microRNAs的临床意义(miRNA-26a,miRNA-223)在SJIA中。
    方法:这项横断面研究是对一组在儿科风湿病诊所就诊的SJIA儿童进行的,2021年12月至2022年11月,在曼苏拉大学儿童医院(很多)。患者人口统计学,临床,和实验室数据通过定量实时PCR测量microRNA来收集。Mann-Whitney,Kruskal-Wallis,和Spearman相关性检验用于变量比较和相关性,除了microRNAs疾病活性和治疗无应答区分的受试者工作特征(ROC)曲线。
    结果:40名患者被纳入研究。关于miRNA-26a的比较,和miRNA-223水平到临床,评估措施,和实验室的特点,miRNA-26a在具有系统性表现的病例中与没有系统性表现的病例相比在统计学上较高。同样,在不符合华莱士非活动期疾病标准和美国风湿病学会(ACR)70治疗反应标准的儿童中,这一比例更高.同时,关于所研究的参数,miRNA-223在病例之间没有统计学差异。系统性幼年关节炎疾病活动评分-10(sJADAS-10)和miRNA-26a能力的最佳临界值,通过(ROC)曲线确定区分疾病活动性和治疗无应答的miRNA-223。
    结论:miRNA-26a与SJIA特征的显着关联指出,该分子可能在SJIA疾病活动和治疗无应答区分中被优先评估。
    BACKGROUND: Determining the role of epigenetics in systemic juvenile idiopathic arthritis (SJIA) provides an opportunity to explore previously unrecognized disease pathways and new therapeutic targets.
    OBJECTIVE: We aimed to identify the clinical significance of microRNAs (miRNA-26a, miRNA-223) in SJIA.
    METHODS: This cross-sectional study was conducted on a group of children with SJIA attending to pediatric rheumatology clinic, at Mansoura University Children\'s Hospital (MUCH) from December 2021 to November 2022. Patient demographics, and clinical, and laboratory data were collected with the measurement of microRNAs by quantitative real-time PCR. The Mann-Whitney, Kruskal-Wallis, and Spearman correlation tests were used for variable comparison and correlations, besides the receiver operating characteristic (ROC) curve for microRNAs disease activity and treatment non-response discrimination.
    RESULTS: Forty patients were included in the study. On comparison of miRNA-26a, and miRNA-223 levels to the clinical, assessment measures, and laboratory features, miRNA-26a was statistically higher in cases with systemic manifestations versus those without. Similarly, it was higher in children who did not fulfill the Wallace criteria for inactive disease and the American College of Rheumatology (ACR) 70 criteria for treatment response. Meanwhile, miRNA-223 was not statistically different between cases regarding the studied parameters. The best cut-off value for systemic juvenile arthritis disease activity score-10 (sJADAS-10) and the ability of miRNA-26a, and miRNA-223 to discriminate disease activity and treatment non-response were determined by the (ROC) curve.
    CONCLUSIONS: The significant association of miRNA-26a with SJIA features points out that this molecule may be preferentially assessed in SJIA disease activity and treatment non-response discrimination.
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  • 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.
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  • 文章类型: Journal Article
    同步放化疗(CCRT)对老年鼻咽癌(NPC)患者的治疗益处仍存在争议。本研究旨在探讨以洛铂为基础的CCRT治疗老年鼻咽癌的疗效和毒性。
    我们纳入了年龄≥65岁的II-IVA期NPC患者,他们在2019年3月至2023年1月期间接受了洛铂联合调强放疗(IMRT)。评估客观反应率和治疗相关毒性。进行Kaplan-Meier分析以计算生存率。
    共纳入29例患者,中位年龄67岁。有合并症的患者19例(65.5%)。所有患者在治疗前均进行血清EBV-DNA检测;EBV-DNA载量中位数为236IU/mL。有25例(86.2%)患者接受诱导化疗,总有效率为92.0%。所有患者均接受IMRT和洛铂同步化疗。在CCRT期间,最常见的不良反应是血液毒性.3例患者(10.3%)有3级白细胞减少症,3例患者(10.3%)有3级中性粒细胞减少症,8例患者(27.6%)有3-4级血小板减少症.3级黏膜炎的发生率为34.5%。无患者出现肝肾功能异常。在CCRT期间,中位体重减轻为4kg。经过三个月的CCRT,总有效率为100%.在任何患者中均未检测到EBV-DNA。中位随访时间为32.1个月。3年局部无复发生存率,无远处转移生存率,无进展生存率和总生存率为95.8%,85.7%,82.5%和100%,分别。
    以洛铂为基础的CCRT对于老年NPC患者是安全可行的,具有令人满意的短期生存结果和可接受的毒性。正在进行一项2期试验,以研究以洛铂为基础的CCRT对该人群的长期生存和治疗毒性的作用。
    UNASSIGNED: The therapeutic benefit of concurrent chemoradiotherapy (CCRT) in elderly nasopharyngeal carcinoma (NPC) patients remains controversial. This study aimed to investigate the efficacy and toxicity of lobaplatin-based CCRT in elderly patients with NPC.
    UNASSIGNED: We included stage II-IVA NPC patients aged ≥65 years who received lobaplatin concomitant with intensity-modulated radiation therapy (IMRT) between March 2019 and January 2023. Objective response rates and treatment-related toxicity were assessed. Kaplan-Meier\'s analysis was performed to calculate survival rates.
    UNASSIGNED: A total of 29 patients were included with a median age of 67 years. There were 19 patients (65.5%) who had comorbidities. All patients had serum EBV-DNA detective before treatment; the median EBV-DNA load was 236 IU/mL. There were 25 (86.2%) patients treated with induction chemotherapy, and the overall response rate was 92.0%. All patients received IMRT and concurrent chemotherapy with lobaplatin. During the CCRT, the most common adverse effect was haematological toxicity. Three patients (10.3%) had grade 3 leucopenia, three patients (10.3%) had grade 3 neutropenia, and eight patients (27.6%) had grade 3-4 thrombocytopenia. The rate of grade 3 mucositis was 34.5%. No patients had liver and kidney dysfunction. The median weight loss was 4 kg during CCRT. After three months of CCRT, the total response rate was 100%. EBV-DNA was not detected in any patients. The median follow-up was 32.1 months. The 3-year locoregional recurrence-free survival, distant metastasis-free survival, progression-free survival and overall survival were 95.8%, 85.7%, 82.5% and 100%, respectively.
    UNASSIGNED: Lobaplatin-based CCRT is safe and feasible for elderly NPC patients, with satisfactory short-term survival outcomes and acceptable toxicities. A phase 2 trial is ongoing to investigate the role of lobaplatin-based CCRT on long-term survival and treatment toxicities for this population.
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  • 文章类型: Journal Article
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  • 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.
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  • 文章类型: Journal Article
    背景:三阴性乳腺癌(TNBC)患者肿瘤浸润淋巴细胞(TIL)水平与新辅助治疗(NAT)反应之间的关系尚不清楚。
    目的:研究TIL水平对TNBC患者NAT反应的预测潜力。
    方法:对国家生物技术信息中心PubMed数据库进行了系统搜索,以收集2023年8月31日之前已发表的相关文献。使用系统评价和荟萃分析评估TNBC患者TIL水平与NAT病理完全缓解(pCR)之间的相关性。亚组分析,敏感性分析,并进行了发表偏倚分析.
    结果:本荟萃分析共纳入32项研究。总体荟萃分析结果表明,高TIL亚组TNBC患者NAT治疗后的pCR率明显高于低TIL亚组患者(48.0%vs27.7%)(风险比2.01;95%置信区间1.77-2.29;P<0.001,I2=56%)。亚组分析显示,研究之间的异质性源于研究设计的差异,TIL水平截止,研究人群。纳入研究中可能存在发表偏倚。基于不同NAT协议的荟萃分析显示,在所有协议中,TIL水平高的TNBC患者在NAT治疗后的pCR率都更高(均P≤0.01),不同NAT协议间的统计学差异无统计学意义(P=0.29)。此外,敏感性分析显示,当单独排除纳入的研究时,荟萃分析的总体结果保持一致.
    结论:TILs可作为TNBC患者对NAT治疗反应的预测指标。TIL水平高的TNBC患者比TIL水平低的患者表现出更高的NATpCR率。并且这种预测能力在不同的NAT方案中是一致的。
    BACKGROUND: The association between tumor-infiltrating lymphocyte (TIL) levels and the response to neoadjuvant therapy (NAT) in patients with triple-negative breast cancer (TNBC) remains unclear.
    OBJECTIVE: To investigate the predictive potential of TIL levels for the response to NAT in TNBC patients.
    METHODS: A systematic search of the National Center for Biotechnology Information PubMed database was performed to collect relevant published literature prior to August 31, 2023. The correlation between TIL levels and the NAT pathologic complete response (pCR) in TNBC patients was assessed using a systematic review and meta-analysis. Subgroup analysis, sensitivity analysis, and publication bias analysis were also conducted.
    RESULTS: A total of 32 studies were included in this meta-analysis. The overall meta-analysis results indicated that the pCR rate after NAT treatment in TNBC patients in the high TIL subgroup was significantly greater than that in patients in the low TIL subgroup (48.0% vs 27.7%) (risk ratio 2.01; 95% confidence interval 1.77-2.29; P < 0.001, I 2 = 56%). Subgroup analysis revealed that the between-study heterogeneity originated from differences in study design, TIL level cutoffs, and study populations. Publication bias could have existed in the included studies. The meta-analysis based on different NAT protocols revealed that all TNBC patients with high levels of TILs had a greater rate of pCR after NAT treatment in all protocols (all P ≤ 0.01), and there was no significant between-protocol difference in the statistics among the different NAT protocols (P = 0.29). Additionally, sensitivity analysis demonstrated that the overall results of the meta-analysis remained consistent when the included studies were individually excluded.
    CONCLUSIONS: TILs can serve as a predictor of the response to NAT treatment in TNBC patients. TNBC patients with high levels of TILs exhibit a greater NAT pCR rate than those with low levels of TILs, and this predictive capability is consistent across different NAT regimens.
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  • 文章类型: Journal Article
    区分情绪障碍和其他精神疾病的诊断,预测抑郁症的治疗反应长期以来一直是临床医生关注的问题。机器学习(ML)是人工智能的一部分,专注于指导计算机通过训练模仿人脑的认知能力。本研究将回顾有关使用ML技术根据脑电图(EEG)数据区分诊断和预测情绪障碍治疗反应的研究。已经有几次尝试区分双相情感障碍和重度抑郁症的诊断,情绪障碍,以及其他使用脑电图标记物上发现的ML技术的精神疾病。先前的研究表明,准确性取决于使用的EEG标记物,样本量,ML技术。此外,通过适应反映每种疾病特征的各种特征选择和验证方法,可以开发精确和改进的ML方法。尽管ML在解决一致和提高诊断和治疗情绪障碍的准确性方面面临一些限制和挑战,它有很大的潜力来更好地理解情绪障碍,并提供有价值的工具来个性化识别和治疗。
    Differentiating between the diagnoses of mood disorders and other psychiatric disorders, and predicting treatment response in depression has long been a concern for clinicians. Machine learning (ML) is one part of artificial intelligence that focuses on instructing computers to mimic the cognitive abilities of the human brain through training. This study will review the research on the use of ML techniques to differentiate diagnoses and predict treatment responses in mood disorders based on electroencephalography (EEG) data. There have been several attempts to differentiate between the diagnoses of bipolar disorder and major depressive disorder , mood disorders, and other psychiatric disorders using ML techniques found on EEG markers. Previous studies have shown that accuracy varies depending on which EEG markers are used, the sample size, and the ML technique. Also, precise and improved ML approaches can be developed by adapting the various feature selection and validation methods that reflect each disease\'s characteristics. Although ML faces some limitations and challenges in solving for consistent and improved accuracy in the diagnosis and treatment of mood disorders, it has a great potential to understand mood disorders better and provide valuable tools to personalize both identification and treatment.
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