pathologic response

病理反应
  • 文章类型: Journal Article
    背景:评估胰腺导管腺癌(PDAC)的个体肿瘤生物学和对全身治疗的反应仍然是一个临床挑战。在局部PDAC的情况下,化学疗法期间人体测量(身体成分)变化作为肿瘤生物学的替代品的重要性尚不清楚。
    方法:回顾性研究,对2017~2021年接受新辅助治疗(NAT)和胰腺切除术的PDAC患者进行单机构分析.放射学人体测量分析使用人工智能驱动的软件来分割和计算总和亚室肌肉面积,脂肪组织面积,和L3椎骨水平的衰减值。Kaplan-Meier生存估计,对数秩测试,和多变量Cox回归模型用于生存分析。
    结果:138例患者符合纳入标准。尽管NAT期间肌肉和脂肪组织区域的减少占主导地位,一部分患者经历了这些隔室的增加。肌肉增加大于5%(危险比[HR],0.352;95%置信区间[CI]0.135-0.918;p=0.033),脂肪组织增加大于15%(HR,0.375;95%CI0.144-0.978;p=0.045),与生存率的提高显着相关,而内脏脂肪减少超过15%是有害的(HR1.853;CI1.099-3.124;p=0.021)。未观察到与单个时间点人体测量学的显着关联。总肌肉和脂肪量的增加与全身治疗的病理反应改善和病理肿瘤分期较低相关。
    结论:NAT期间PDAC的动态人体测量分析是比在单个时间点进行的测量更强的预后指标。术前化疗期间的重复人体测量分析可以作为个体肿瘤生物学和对治疗反应的生物标志物。
    BACKGROUND: Assessment of individual tumor biology and response to systemic therapy in pancreatic ductal adenocarcinoma (PDAC) remains a clinical challenge. The significance of anthropometric (body composition) changes during chemotherapy as a surrogate for tumor biology in the setting of localized PDAC is unknown.
    METHODS: A retrospective, single-institution analysis of patients with PDAC who received neoadjuvant therapy (NAT) and pancreatectomy from 2017 to 2021 was performed. Radiologic anthropometric analysis used artificial intelligence-driven software to segment and compute total and sub-compartment muscle area, adipose tissue area, and attenuation values at the level of the L3 vertebra. Kaplan-Meier survival estimates, log-rank tests, and multivariable Cox regression models were used in survival analyses.
    RESULTS: The inclusion criteria were met by 138 patients. Although decreases in muscle and adipose tissue areas during NAT were predominant, a subset of patients experienced an increase in these compartments. Increases in muscle greater than 5% (hazard ratio [HR], 0.352; 95% confidence interval [CI] 0.135-0.918; p = 0.033) and increases in adipose tissue greater than 15% (HR, 0.375; 95% CI 0.144-0.978; p = 0.045), were significantly associated with improved survival, whereas loss of visceral fat greater than 15% was detrimental (HR 1.853; CI 1.099-3.124; p = 0.021). No significant associations with single time-point anthropometrics were observed. Gains in total muscle and adipose mass were associated with improved pathologic response to systemic therapy and less advanced pathologic tumor stage.
    CONCLUSIONS: Dynamic anthropometric analysis during NAT for PDAC is a stronger prognostic indicator than measurements taken at a single point in time. Repeated anthropometric analysis during preoperative chemotherapy may serve as a biomarker for individual tumor biology and response to therapy.
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  • 文章类型: Journal Article
    这项研究的目的是评估临床II/IIIA期非鳞非小细胞肺癌(NSCLC)患者的病理反应与生存之间的关系,这些患者打算接受贝伐单抗的新辅助化疗。接下来是手术。在这项II期NAVAL研究中,评估了顺铂(75mg/m2)新辅助化疗的可行性,培美曲塞(500mg/m2),和贝伐单抗(15mg/kg),接着是手术,无进展生存期(PFS)和总生存期(OS)作为次要终点.根据新辅助化疗后切除标本中残留的原发肿瘤的比例对患者进行分类:那些残留肿瘤少于三分之一的患者被归类为病理反应者。其余的作为无应答者。在30名患者中,25例接受贝伐单抗新辅助化疗三个周期后接受手术切除;5例没有接受手术。在所有30名患者中,2年和5年PFS率分别为41.5%和34.6%,分别,2年和5年OS率分别为70.0%和60.0%,分别。共有6例患者(20%)被归类为病理反应者;其他24例(80%),作为无回应者。五年PFS在病理应答者(100%)和无应答者(17.5%;p=0.002)之间存在显着差异。病理反应者(100%)和无反应者(43.5%;p=0.006)之间的五年OS也存在显着差异。病理反应似乎是生存的预测因子。手术后的长期生存预计病理反应者,而无应答者需要额外的治疗。
    The objective of this study was to evaluate the relationship between pathologic response and survival in patients with clinical stage II/IIIA nonsquamous non-small-cell lung cancer (NSCLC) who intended to undergo neoadjuvant chemotherapy with bevacizumab, followed by surgery. In this phase II NAVAL study evaluating the feasibility of neoadjuvant chemotherapy with cisplatin (75 mg/m2), pemetrexed (500 mg/m2), and bevacizumab (15 mg/kg), followed by surgery, progression-free survival (PFS) and overall survival (OS) were assessed as the secondary endpoints. Patients were categorized based on the proportion of residual viable primary tumor in the resected specimen after neoadjuvant chemotherapy: those with residual tumor in less than one-third were classified as pathologic responders, the rest as nonresponders. Of the 30 patients, 25 underwent surgical resection after three cycles of neoadjuvant chemotherapy with bevacizumab; 5 did not undergo surgery. Among all 30 patients, the rates of 2- and 5-year PFS were 41.5% and 34.6%, respectively, and the rates of 2- and 5-year OS were 70.0% and 60.0%, respectively. A total of 6 patients (20%) were classified as pathologic responders; the other 24 (80%), as nonresponders. The five-year PFS differed significantly between pathologic responders (100%) and nonresponders (17.5%; p = 0.002). The five-year OS also differed significantly between pathologic responders (100%) and nonresponders (43.5%; p = 0.006). Pathologic response seems to be a predictor of survival. Long-term survival after surgery is expected for pathologic responders, whereas additional therapy is needed for nonresponders.
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  • 文章类型: Journal Article
    目的:评估热消融(TA)联合经肝动脉化疗栓塞(TACE)作为肝细胞癌(HCC)>3cm患者肝移植(LT)的桥梁或分期的病理反应和生存结果。
    方法:回顾性研究纳入了连续36例接受联合TA-TACE的患者,这些患者在LT之前接受了桥接或降级。主要目标包括外植体病理的靶病变坏死,LT后总生存期(OS)和LT后无复发生存期(RFS)。对于OS和RFS,还与170例单独接受TA治疗的结节<3cm患者进行了比较。
    结果:在36例患者中,63.9%接受了TA-TACE作为桥接,而36.1%的人需要降级。平均节点大小为4.25cm。所有病例都在多学科肿瘤委员会中进行了讨论,以评估每位患者的最佳治疗方法。一半接受射频(RF),另一半接受了微波(MW)。所有节点均接受药物洗脱珠(DEB)与表柔比星的TACE。RF+TACE组的平均坏死百分比为65.9%,MW+TACE组为83.3%(p值=0.099)。OS是100%在1年,3年为100%,5年为94.7%。RFS在1年内为97.2%,3年为94.4%,5年为90%。尽管病变的大小不同,OS和RFS与单独接受TA的患者队列没有显着差异。
    结论:该研究强调了TA-TACE联合治疗>3cmHCC的有效性,特别是对于桥接和降级到LT,在1年、3年和5年实现OS和RFS率显著超过80%。
    OBJECTIVE: Evaluating the pathological response and the survival outcomes of combined thermal ablation (TA) and transarterial chemoembolization (TACE) as a bridge or downstaging for liver transplantation (LT) in patients with hepatocellular carcinoma (HCC) > 3 cm.
    METHODS: A retrospective review encompassed 36 consecutive patients who underwent combined TA-TACE as bridging or downstaging before LT. Primary objectives included necrosis of the target lesion at explant pathology, post-LT overall survival (OS) and post-LT recurrence-free survival (RFS). For OS and RFS, a comparison with 170 patients subjected to TA alone for nodules <3 cm in size was also made.
    RESULTS: Out of the 36 patients, 63.9% underwent TA-TACE as bridging, while 36.1% required downstaging. The average node size was 4.25 cm. All cases were discussed in a multidisciplinary tumor board to assess the best treatment for each patient. Half received radiofrequency (RF), and the other half underwent microwave (MW). All nodes underwent drug-eluting beads (DEB) TACE with epirubicin. The mean necrosis percentage was 65.9% in the RF+TACE group and 83.3% in the MW+TACE group (p-value = 0.099). OS was 100% at 1 year, 100% at 3 years and 94.7% at 5 years. RFS was 97.2% at 1 year, 94.4% at 3 years and 90% at 5 years. Despite the different sizes of the lesions, OS and RFS did not show significant differences with the cohort of patients subjected to TA alone.
    CONCLUSIONS: The study highlights the effectiveness of combined TA-TACE for HCC>3 cm, particularly for bridging and downstaging to LT, achieving OS and RFS rates significantly exceeding 80% at 1, 3 and 5 years.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    原发性和继发性乳腺血管肉瘤(AS)的特征均为多灶性表现和攻击行为。尽管有多种疗法,局部和远处的复发率仍然很高。因此,新辅助化疗(NACT)用于提高R0切除率和生存率,但它的好处仍然存在争议。在这里,我们调查了一组29例乳腺AS中NACT诱导的组织学反应的病理和分子相关性,4主要和25辐射相关(RA)。应用的两种NACT方案是基于蒽环类和非蒽环类。病理反应等级定义为:I:≤50%,二:51%-90%,III:91%-99%,IV:100%。纳入单独手术治疗的另外45例原发性AS和102例RA-AS用于生存比较。在一组病例中分析基因组景观,并在配对的肿瘤正常靶向DNANGS平台上与无NACT的AS队列进行比较。所有患者均为女性,原发性AS的中位年龄为31岁,RA-AS的中位年龄为68岁。NACT组手术切缘均为阴性。NACT反应在不良反应者(I-II级;n=15)和良好反应者(III-IV级;n=14)之间平均分配。有丝分裂计数>10/mm2是与病理反应成反比的唯一因素。通过有针对性的NGS,所有10个NACT后RA-AS均显示MYC扩增,而两个原发性AS都有KDR突变。TMB或其他基因组改变与病理反应无关。所有4名具有IV级反应的患者均无疾病。良好的反应者具有显著更好的疾病特异性存活(p=0.04)。NACT状态或应用NACT方案没有生存差异。然而,与没有NACT的MYC扩增患者相比,具有MYC扩增肿瘤的NACT患者显示出更好的无病生存率(p=0.04)。NACT组的总生存期与>10cm(p=0.02)相关,病理反应(p=0.04),和多焦点(p=0.01)由单变量,而通过多变量分析,只有>10cm(p=0.03)的大小保持显著。
    Both primary and secondary breast angiosarcoma (AS) are characterized by multifocal presentation and aggressive behavior. Despite multimodality therapy, local and distant relapse rates remain high. Therefore, neoadjuvant chemotherapy (NACT) is employed to improve the R0 resection rates and survival, but its benefits remain controversial. Herein, we investigate pathologic and molecular correlates to NACT-induced histologic response in a group of 29 breast AS, 4 primary and 25 radiation-associated (RA). The two NACT regimens applied were anthracycline- and non-anthracycline-based. The pathologic response grade was defined as: I: ≤ 50%, II: 51%-90%, III: 91%-99%, and IV: 100%. An additional 45 primary AS and 102 RA-AS treated by surgery alone were included for survival comparison. The genomic landscape was analyzed in a subset of cases and compared to a cohort of AS without NACT on a paired tumor-normal targeted DNA NGS platform. All patients were females, with a median age of 31 years in primary AS and 68 years in RA-AS. All surgical margins were negative in NACT group. The NACT response was evenly divided between poor (Grades I-II; n = 15) and good responders (Grades III-IV; n = 14). Mitotic count >10/mm2 was the only factor inversely associated with pathologic response. By targeted NGS, all 10 post-NACT RA-AS demonstrated MYC amplification, while both primary AS harbored KDR mutations. TMB or other genomic alterations did not correlate with pathologic response. All four patients with Grade IV response remained free of disease. The good responders had a significantly better disease-specific survival (p = 0.04). There was no survival difference with NACT status or the NACT regimens applied. However, NACT patients with MYC-amplified tumors showed better disease-free survival (p = 0.04) compared to MYC-amplified patients without NACT. The overall survival of NACT group correlated with size >10 cm (p = 0.02), pathologic response (p = 0.04), and multifocality (p = 0.01) by univariate, while only size >10 cm (p = 0.03) remained significant by multivariate analysis.
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  • 文章类型: Journal Article
    目的:比较根治性膀胱切除术(RC)后进行性肌层浸润性膀胱癌(pgMIBC)和新生肌层浸润性膀胱癌(dnMIBC)患者的生存和病理结果,重点介绍了新辅助化疗(NAC)的作用。
    方法:在PubMed和EMBASE数据库上进行了全面的文献检索,以确定将pgMIBC与dnMIBC进行比较的研究。生存结果,包括癌症特异性生存率(CSS),总生存期(OS),和无复发生存率(RFS),比较了pgMIBC和dnMIBC的病理结局(≤pT1,pT0,pT3/T4和pN+疾病的发生率).
    结果:分析包括来自16项研究的19个队列,根据NAC的使用分为3组:1.接受RC且均接受NAC治疗的患者(仅RC+NAC组);2.接受RC的患者,有或没有NAC(RC+/-NAC组);3.仅接受RC而不接受NAC的患者(仅RC组)。与dnMIBC相比,pgMIBC对CSS表现出更差的结果,操作系统,和RFS。在仅RC+NAC组(3个队列)中,CSS的风险比(HR)为1.52(95%置信区间[CI]=1.05-2.2),而OS的HR为1.46(95CI=1.05-2.02)。同样,在RC+/-NAC组中(CSS为6个队列,OS为3个队列),CSS的HR为1.27(95CI=1.05-1.55),OS的HR为1.27(95CI=1.08-1.51)。在病理结果中没有观察到显著差异,包括≤pT1、pT0和pT3/T4疾病的发病率,在所有子组。然而,在仅RC+NAC组中,pgMIBC与淋巴结转移(pN+)疾病的风险较高相关(4个队列,相对风险[RR]=1.43,95CI=1.12-1.84)。
    结论:研究结果强调了pgMIBC患者与dnMIBC相比的预后可能更差,即使现代使用NAC。这项研究强调了认真患者咨询的重要性,进一步分类的患者进行治疗选择,并考虑对pgMIBC进行额外或创新的系统治疗。
    OBJECTIVE: To compare survival and pathologic outcomes in patients with progressive muscle-invasive bladder cancer (pgMIBC) and de novo muscle-invasive bladder cancer (dnMIBC) after radical cystectomy (RC), with a focus on the role of neoadjuvant chemotherapy (NAC).
    METHODS: A comprehensive literature search was conducted on PubMed and EMBASE databases to identify studies comparing pgMIBC to dnMIBC. Survival outcomes, including cancer-specific survival (CSS), overall survival (OS), and recurrence-free survival (RFS), and pathologic outcomes (rates of ≤pT1, pT0, pT3/T4, and pN+ disease) were compared between pgMIBC and dnMIBC.
    RESULTS: The analysis included 19 cohorts from 16 studies, categorized into 3 groups based on NAC use: 1. patients who underwent RC and were all treated with NAC (RC + NAC only group); 2. patients who underwent RC, with or without NAC (RC +/- NAC group); 3. patients who only underwent RC without NAC (RC only group). Compared to dnMIBC, pgMIBC demonstrated worse outcomes for CSS, OS, and RFS. In the RC + NAC only group (3 cohorts), the hazard ratio (HR) for CSS was 1.52 (95% confidence interval [CI] = 1.05-2.2), while the HR for OS was 1.46 (95%CI = 1.05-2.02). Similarly, in the RC +/- NAC group (6 cohorts for CSS and 3 cohorts for OS), the HR for CSS was 1.27 (95%CI = 1.05-1.55), and the HR for OS was 1.27 (95%CI = 1.08-1.51). There were no significant differences observed in pathologic outcomes, including rates of ≤pT1, pT0, and pT3/T4 disease, across all subgroups. However, pgMIBC was associated with a higher risk of nodal metastatic (pN+) disease in the RC + NAC only group (4 cohorts, relative risk [RR] = 1.43, 95%CI = 1.12-1.84).
    CONCLUSIONS: The findings highlight the potentially worse prognosis in patients with pgMIBC compared to dnMIBC, even with the modern use of NAC. The study emphasizes the importance of careful patient counseling, further classification of patients for treatment selection, and the consideration of additional or innovative systemic therapies for pgMIBC.
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  • 文章类型: Journal Article
    主要病理反应(MPR)和病理完全反应(pCR)越来越多地用于非小细胞肺癌新辅助临床试验,作为生存的早期终点。所有组织学类型肺癌的MPR≤10%的存活肿瘤,而pCR不需要存活的肿瘤。国际肺癌多学科研究协会对新辅助治疗后手术切除的肺癌反应评估的建议是首次尝试标准化加工和显微镜评估。
    Major pathologic response (MPR) and pathologic complete response (pCR) are increasingly being used in non-small cell lung carcinoma neoadjuvant clinical trials as an early endpoint of survival. MPR for all histologic types of lung cancer is ≤ 10% of viable tumor, while pCR requires no viable tumor. The International Association for the Study of Lung Cancer multidisciplinary recommendation for the assessment of response in surgically resected lung carcinomas after neoadjuvant therapy was the first attempt to standardize grossing processing and microscopic evaluation.
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  • 文章类型: Journal Article
    背景:胰腺导管腺癌(PDAC)是一种常见的癌症,由于社会环境的变化,其发病率和死亡率都在增加。
    目的:评估新辅助治疗(NAT)前后血清糖类抗原19-9(CA19-9)和肿瘤大小变化的意义。
    方法:这项回顾性研究是在重庆市癌症转移与个体化治疗转化研究重点实验室进行的,重庆大学肿瘤医院.这项研究特别评估了NAT前后的CA19-9水平和肿瘤大小。
    结果:共有156名完成NAT并随后接受肿瘤切除术的患者纳入本研究。平均年龄为65.4±10.6岁,72例(46.2%)患者为女性。在生存分析之前,我们将NAT后血清CA19-9水平/NAT前血清CA19-9水平定义为CA19-9比值(CR).将患者分为三组:CR<0.5,CR>0.5和<1,CR>1。关于通过计算机断层扫描和磁共振成像测量的肿瘤大小,我们将NAT后肿瘤大小/NAT前肿瘤大小定义为肿瘤大小比(TR).然后将患者分为三组:TR<0.5,TR>0.5和<1和TR>1。根据CR和TR划分的这些组,我们进行了总生存期(OS)和无病生存期(DFS)分析.Log-rank检验显示,根据CR和TR,各组之间的OS和DFS均存在显着差异(P<0.05)。NAT后的CR和TR与达到完全或接近完全病理反应的几率增加相关。此外,CR(危险比:1.721,95CI:1.373-3.762;P=0.006),和TR(风险比:1.435,95CI:1.275-4.363;P=0.014)被确定为与OS相关的独立因素。
    结论:这项研究表明,NAT后血清CA19-9水平/NAT前血清CA19-9水平和NAT后肿瘤大小/NAT前肿瘤大小是接受NAT和随后手术切除的PDAC患者OS的独立相关因素。
    BACKGROUND: Pancreatic ductal adenocarcinoma (PDAC) is a common cancer with increasing morbidity and mortality due to changes of social environment.
    OBJECTIVE: To evaluate the significance of serum carbohydrate antigen 19-9 (CA19-9) and tumor size changes pre- and post-neoadjuvant therapy (NAT).
    METHODS: This retrospective study was conducted at the Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital. This study specifically assessed CA19-9 levels and tumor size before and after NAT.
    RESULTS: A total of 156 patients who completed NAT and subsequently underwent tumor resection were included in this study. The average age was 65.4 ± 10.6 years and 72 (46.2%) patients were female. Before survival analysis, we defined the post-NAT serum CA19-9 level/pre-NAT serum CA19-9 level as the CA19-9 ratio (CR). The patients were divided into three groups: CR < 0.5, CR > 0.5 and < 1 and CR > 1. With regard to tumor size measured by both computed tomography and magnetic resonance imaging, we defined the post-NAT tumor size/pre-NAT tumor size as the tumor size ratio (TR). The patients were then divided into three groups: TR < 0.5, TR > 0.5 and < 1 and TR > 1. Based on these groups divided according to CR and TR, we performed both overall survival (OS) and disease-free survival (DFS) analyses. Log-rank tests showed that both OS and DFS were significantly different among the groups according to CR and TR (P < 0.05). CR and TR after NAT were associated with increased odds of achieving a complete or near-complete pathologic response. Moreover, CR (hazard ratio: 1.721, 95%CI: 1.373-3.762; P = 0.006), and TR (hazard ratio: 1.435, 95%CI: 1.275-4.363; P = 0.014) were identified as independent factors associated with OS.
    CONCLUSIONS: This study demonstrated that post-NAT serum CA19-9 level/pre-NAT serum CA19-9 level and post-NAT tumor size/pre-NAT tumor size were independent factors associated with OS in patients with PDAC who received NAT and subsequent surgical resection.
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  • 文章类型: Journal Article
    OBJECTIVE: Advances in primary lung cancer drug therapy have extended patients\' survival, including patients with stage IV disease. This study assessed the safety and effectiveness of salvage surgery following tyrosine kinase inhibitor (TKI) or immune checkpoint inhibitor (ICI) therapy in primary lung cancer.
    METHODS: A retrospective chart review was conducted of 2050 primary lung cancer surgeries performed at our institution between 2012 and 2022. The study included patients who underwent salvage surgery for unresectable lesions that became resectable or localized residual lesions after treatment. We investigated patients\' clinicopathological characteristics, therapeutic responses, and survival outcomes.
    RESULTS: We identified eight cases of salvage surgery after TKI treatment and eight cases after ICI treatment. Five patients experienced early recurrence after surgery; however, the long-term outcome in the post-TKI group was favorable, with a median overall survival (OS) of 66 (range: 28-80) months. Postoperative recurrence was confined to local lymph node recurrence in one patient in the post-ICI group. Despite the relatively short observation period, the long-term prognosis remained promising, with a median OS of 18.7 (range: 9.7-55.8) months.
    CONCLUSIONS: Salvage surgery after TKI or ICI treatment can be safely performed, and the OS may be favorable.
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  • 文章类型: Journal Article
    背景:在可切除的非小细胞肺癌(NSCLC)的新辅助试验中,病理完全缓解(pCR)和主要病理缓解(MPR)是否代表无事件生存期(EFS)和总生存期(OS)的替代终点仍存在争议。
    方法:从2017年6月至2023年10月31日进行了PubMed和国际会议摘要档案的搜索。包括单独或与化学疗法组合的新辅助臂与免疫检查点阻断的研究。那些没有提供有关pCR的信息的人,MPR,EFS或OS被排除。对于试验级代孕,pCR和MPR的对数赔率比(OR)和EFS和OS的对数危险比(HR)使用按样本量加权的线性回归模型进行分析。通过自举方法计算95%CI的回归系数和R2。
    结果:共2385例患者,共进行了7项随机临床试验。在患者层面,2年EFS的pCR和MPR的R2分别为0.82(0.66-0.94)和0.81(0.63-0.93),分别。按反应状态划分的2年EFS率的OR分别为0.12(0.07-0.19)和0.11(0.05-0.22),分别。对于2年操作系统,pCR和MPR的R2分别为0.55(0.09-0.98)和0.52(0.10-0.96),分别。在审判阶段,EFS的反应OR和HR关联的R2为0.58(0.00-0.97)和0.61(0.00-0.97),分别。
    结论:我们的分析表明pCR和MPR与2年EFS之间存在密切的相关性,但与OS无关。试验级代孕是中等但不精确的。需要更成熟的随访和数据来评估研究交叉的影响。
    BACKGROUND: Controversy remains as to whether pathologic complete response (pCR) and major pathologic response (MPR) represent surrogate end points for event-free survival (EFS) and overall survival (OS) in neoadjuvant trials for resectable NSCLC.
    METHODS: A search of PubMed and archives of international conference abstracts was performed from June 2017 through October 31, 2023. Studies incorporating a neoadjuvant arm with immune checkpoint blockade alone or in combination with chemotherapy were included. Those not providing information regarding pCR, MPR, EFS, or OS were excluded. For trial-level surrogacy, log ORs for pCR and MPR and log hazard ratios for EFS and OS were analyzed using a linear regression model weighted by sample size. The regression coefficient and R2 with 95% confidence interval were calculated by the bootstrapping approach.
    RESULTS: Seven randomized clinical trials were identified for a total of 2385 patients. At the patient level, the R2 of pCR and MPR with 2-year EFS were 0.82 (0.66-0.94) and 0.81 (0.63-0.93), respectively. The OR of 2-year EFS rates by response status was 0.12 (0.07-0.19) and 0.11 (0.05-0.22), respectively. For the 2-year OS, the R2 of pCR and MPR were 0.55 (0.09-0.98) and 0.52 (0.10-0.96), respectively. At the trial level, the R2 for the association of OR for response and HR for EFS was 0.58 (0.00-0.97) and 0.61 (0.00-0.97), respectively.
    CONCLUSIONS: Our analyses reveal a robust correlation between pCR and MPR with 2-year EFS but not OS. Trial-level surrogacy was moderate but imprecise. More mature follow-up and data to assess the impact of study crossover are needed.
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