Minimal residual disease

微小残留病
  • 文章类型: Journal Article
    先前在全球3期ALCYONE研究中描述了达雷妥单抗联合硼替佐米/美法仑/泼尼松(D-VMP)与硼替佐米/美法仑/泼尼松(VMP)在新诊断的不符合移植条件的多发性骨髓瘤(NDMM)患者中的优越性和耐受性。3期OCTANS研究的主要分析进一步证明了D-VMP(n=144)与VMP(n=71)在不合格的NDMM亚洲患者中的优越性和耐受性。当前的分析描述了D-VMP与VMP在OCTANS中的最终疗效和安全性结果,随访时间>3年。D-VMP与VMP相比,在非常好的部分反应率或更好方面有益处(80.1%与47.3%),中位无进展生存期(38.7vs.19.2个月),下一次治疗的中位时间(46.8vs.20.6个月),完全缓解率或更高(46.6%vs.18.9%),中位反应持续时间(41.3vs.18.5个月),实现微小残留病(MRD)阴性(40.4%vs.10.8%),和持续的MRD阴性≥12个月(24.7%vs.1.4%)和≥18个月(15.1%vs.1.4%)。实现MRD阴性和持续MRD阴性的患者的中位无进展生存期更长。在大多数临床相关亚组中,D-VMP观察到的无进展生存获益得到保留。包括高危细胞遗传学患者.延长随访没有发现新的安全问题。OCTANS的最终分析继续证明D-VMP与VMP在NDMM移植不合格的亚洲患者中的临床益处。与全球ALCYONE研究一致,并支持在该人群中使用达雷妥单抗组合。试用注册:ClinicalTrials.gov标识符NCT03217812于2017年7月13日提交。
    The superiority and tolerability of daratumumab plus bortezomib/melphalan/prednisone (D-VMP) versus bortezomib/melphalan/prednisone (VMP) in transplant-ineligible patients with newly diagnosed multiple myeloma (NDMM) was previously described in the global phase 3 ALCYONE study. The primary analysis of the phase 3 OCTANS study further demonstrated the superiority and tolerability of D-VMP (n = 144) versus VMP (n = 71) in transplant-ineligible Asian patients with NDMM. The current analysis describes the final efficacy and safety outcomes for D-VMP versus VMP in OCTANS, with a follow-up of > 3 years. D-VMP demonstrated a benefit versus VMP with regard to the rate of very good partial response or better (80.1% vs. 47.3%), median progression-free survival (38.7 vs. 19.2 months), median time to next treatment (46.8 vs. 20.6 months), rate of complete response or better (46.6% vs. 18.9%), median duration of response (41.3 vs. 18.5 months), achievement of minimal residual disease (MRD) negativity (40.4% vs. 10.8%), and sustained MRD negativity for ≥ 12 months (24.7% vs. 1.4%) and ≥ 18 months (15.1% vs. 1.4%). Median progression-free survival was longer among patients who achieved MRD negativity and sustained MRD negativity. The progression-free survival benefit observed with D-VMP was preserved across most clinically relevant subgroups, including patients with high-risk cytogenetics. No new safety concerns were identified with extended follow-up. This final analysis of OCTANS continues to demonstrate a clinical benefit for D-VMP versus VMP in transplant-ineligible Asian patients with NDMM, consistent with the global ALCYONE study, and supports the use of daratumumab combinations in this population. Trial registration: ClinicalTrials.gov Identifier NCT03217812 submitted July 13, 2017.
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  • 文章类型: Journal Article
    背景:前体B细胞急性淋巴细胞白血病(B-ALL)是儿童中最常见的癌症。诱导化疗失败是导致B-ALL患儿复发和死亡的主要因素。鉴于代谢改变在小儿B-ALL癌变中的重要性,研究B-ALL患儿在诱导化疗期间和不同微小残留病(MRD)状态下的代谢谱可能有助于儿童B-ALL的治疗.
    方法:我们在诱导化疗前后收集了B-ALL患儿的配对外周血血浆样本,并通过超高效液相色谱-质谱(UHPLC-MS)分析了这些样本的代谢组学特征。健康儿童作为对照。我们选择了在儿科B-ALL中耗尽的代谢物并分析了儿科B-ALL样品中的浓度。体外,我们研究了所选择的代谢物对ALL细胞系活力和ALL细胞系对常规化疗药物敏感性的影响.
    结果:确定了44种不同水平的代谢物。KEGG途径富集分析显示,亚油酸(LA)代谢和精氨酸(Arg)生物合成失调与小儿B-ALL密切相关。我们证实小儿B-ALL样本中LA和Arg降低。LA和Arg处理以剂量依赖的方式抑制NALM-6和RS4;11细胞的活力,分别。此外,Arg增加B-ALL细胞对L-天冬酰胺酶和柔红霉素的敏感性。
    结论:精氨酸增加B-ALL细胞对常规化疗药物L-天冬酰胺酶和柔红霉素的敏感性。这可能代表一种有希望的治疗方法。
    BACKGROUND: Precursor B-cell acute lymphoblastic leukemia (B-ALL) is the most common cancers in children. Failure of induction chemotherapy is a major factor leading to relapse and death in children with B-ALL. Given the importance of altered metabolites in the carcinogenesis of pediatric B-ALL, studying the metabolic profile of children with B-ALL during induction chemotherapy and in different minimal residual disease (MRD) status may contribute to the management of pediatric B-ALL.
    METHODS: We collected paired peripheral blood plasma samples from children with B-ALL at pre- and post-induction chemotherapy and analyzed the metabolomic profiling of these samples by ultra-high performance liquid chromatography-mass spectrometry (UHPLC-MS). Healthy children were included as controls. We selected metabolites that were depleted in pediatric B-ALL and analyzed the concentrations in pediatric B-ALL samples. In vitro, we study the effects of the selected metabolites on the viability of ALL cell lines and the sensitivity to conventional chemotherapeutic agents in ALL cell lines.
    RESULTS: Forty-four metabolites were identified with different levels between groups. KEGG pathway enrichment analyses revealed that dysregulated linoleic acid (LA) metabolism and arginine (Arg) biosynthesis were closely associated with pediatric B-ALL. We confirmed that LA and Arg were decreased in pediatric B-ALL samples. The treatment of LA and Arg inhibited the viability of NALM-6 and RS4;11 cells in a dose-dependent manner, respectively. Moreover, Arg increased the sensitivity of B-ALL cells to L-asparaginase and daunorubicin.
    CONCLUSIONS: Arginine increases the sensitivity of B-ALL cells to the conventional chemotherapeutic drugs L-asparaginase and daunorubicin. This may represent a promising therapeutic approach.
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  • 文章类型: Journal Article
    背景:PDGFRB融合在急性淋巴细胞白血病(ALL)中很少见。作者确定了28个儿科PDGFRB阳性ALL。他们分析了特征,结果,和该疾病的预后因素。
    方法:这个多中心,回顾性研究纳入了2015年4月至2022年4月在中国20家医院根据CCCG-ALL-2015和CCCG-ALL-2020方案新诊断为PDGFRB融合ALL的6457例儿科患者.在这些病人中,对3451进行PDGFRB融合的筛选。
    结果:儿童PDGFRB阳性ALL仅占3451例PDGFRB检测病例的0.8%。这些患者包括21名男性和7名女性,24名B-ALL和4名T-ALL;中位年龄为10岁;基线时白细胞计数中位数为29.8×109/L。只有一名患者有嗜酸性粒细胞增多症。三名患者有IKZF1缺失,三个染色体5q31-33异常,一个人患有复杂的核型。3年无事件生存率(EFS),总生存期(OS),累积复发率(CIR)为33.1%,65.5%,和32.1%,分别,中位随访时间为25.5个月。20例患者接受化疗加酪氨酸激酶抑制剂(TKIs)治疗,8例未接受TKI治疗。完全缓解(CR)率分别为90.0%和63.6%,分别,但是EFS没有区别,操作系统,orCIR.单变量分析显示,IKZF1缺失或可测量的残留病(MRD)≥0.01%的患者诱导后预后较差(p<0.05)。
    结论:儿童PDGFRB阳性ALL具有与高风险特征相关的不良结局。化疗加TKIs可以提高CR率,提供较低MRD水平和移植的机会。MRD≥0.01%是一个强有力的不良预后因素,基于MRD的分层治疗可以改善这些患者的生存率.
    结论:PDGFRB融合的儿童急性淋巴细胞白血病患者与高风险临床特征相关,如年龄较大,诊断时白细胞计数高,诱导治疗后可测量的高残留疾病,并增加白血病复发的风险。化疗加酪氨酸激酶抑制剂可以提高完全缓解率,并为儿童PDGFRB阳性急性淋巴细胞白血病(ALL)患者提供较低的可测量残留病(MRD)水平和移植的机会。MRD水平也是小儿PDGFRB阳性ALL患者的一个强有力的预后因素。
    BACKGROUND: PDGFRB fusions in acute lymphoblastic leukemia (ALL) is rare. The authors identified 28 pediatric PDGFRB-positive ALL. They analyzed the features, outcomes, and prognostic factors of this disease.
    METHODS: This multicenter, retrospective study included 6457 pediatric patients with newly diagnosed PDGFRB fusion ALL according to the CCCG-ALL-2015 and CCCG-ALL-2020 protocols from April 2015 to April 2022 in 20 hospitals in China. Of these patients, 3451 were screened for PDGFRB fusions.
    RESULTS: Pediatric PDGFRB-positive ALL accounted for only 0.8% of the 3451 cases tested for PDGFRB. These patients included 21 males and seven females and 24 B-ALL and 4 T-ALL; the median age was 10 years; and the median leukocyte count was 29.8 × 109/L at baseline. Only one patient had eosinophilia. Three patients had an IKZF1 deletion, three had chromosome 5q31-33 abnormalities, and one suffered from a complex karyotype. The 3-year event-free survival (EFS), overall survival (OS), and cumulative incidence of relapse (CIR) were 33.1%, 65.5%, and 32.1%, respectively, with a median follow-up of 25.5 months. Twenty patients were treated with chemotherapy plus tyrosine-kinase inhibitors (TKIs) and eight were treated without TKI. Complete remission (CR) rates of them were 90.0% and 63.6%, respectively, but no differences in EFS, OS, or CIR. Univariate analyses showed patients with IKZF1 deletion or measurable residual disease (MRD) ≥0.01% after induction had inferior outcomes (p < .05).
    CONCLUSIONS: Pediatric PDGFRB-positive ALL has a poor outcome associated with high-risk features. Chemotherapy plus TKIs can improve the CR rate, providing an opportunity for lower MRD levels and transplantation. MRD ≥0.01% was a powerful adverse prognostic factor, and stratified treatment based on MRD may improve survival for these patients.
    CONCLUSIONS: Pediatric acute lymphoblastic leukemia patients with PDGFRB fusions are associated with high-risk clinical features such as older age, high white blood cell count at diagnosis, high measurable residual disease after induction therapy, and increased risk of leukemia relapse. Chemotherapy plus tyrosine-kinase inhibitors can improve the complete remission rate and provide an opportunity for lower measurable residual disease (MRD) levels and transplantation for pediatric PDGFRB-positive acute lymphoblastic leukemia (ALL) patients. The MRD level was also a powerful prognostic factor for pediatric PDGFRB-positive ALL patients.
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  • 文章类型: Journal Article
    多发性骨髓瘤(MM)的进展密切依赖于骨髓(BM)微环境中的细胞,包括成纤维细胞(FBs)和免疫细胞。在他们的BM利基市场,MM细胞粘附在FBs上,维持免疫逃避,被称为微小残留病(MRD)的肿瘤细胞的耐药性和不可检测的耐力。这里,我们描述了具有FAP依赖性4-1BB激动活性的新型双特异性设计的锚蛋白重复蛋白(DARPin)α-FAPx4-1BB(MP0310)。α-FAPx4-1BBDARPin同时与活化的FBs和免疫细胞过表达的FAP和4-1BB结合,分别。尽管流式细胞术分析显示MM患者的T细胞和NK细胞未被激活且不表达4-1BB,用达雷妥单抗或埃洛妥珠单抗刺激,目前用于治疗MM的单克隆抗体(mAb),在基于mAb的治疗后,体外和MM患者中4-1BB均显著上调。mAb诱导的4-1BB过表达允许α-FAPx4-1BB的参与,其充当FAP+FBs和4-1BB+NK细胞之间的桥梁。因此,α-FAPx4-1BB通过改善CD107a和穿孔素的释放来增强达雷木单抗处理的NK细胞在FBs上的粘附及其激活,因此通过抗体介导的细胞毒性(ADCC)杀伤MM细胞。有趣的是,α-FAPx4-1BB在存在FBs的情况下显着增强达雷木单抗介导的ADCC,表明它可以克服BMFBs的免疫抑制作用。总的来说,我们推测,α-FAPx4-1BB治疗可能是一种有价值的策略,可以通过根除潜伏MRD细胞来改善mAb诱导的NK细胞活性,培养MM患者的MRD阴性。
    Multiple myeloma (MM) progression is closely dependent on cells in the bone marrow (BM) microenvironment, including fibroblasts (FBs) and immune cells. In their BM niche, MM cells adhere to FBs sustaining immune evasion, drug resistance and the undetectable endurance of tumor cells known as minimal residual disease (MRD). Here, we describe the novel bi-specific designed ankyrin repeat protein (DARPin) α-FAPx4-1BB (MP0310) with FAP-dependent 4-1BB agonistic activity. The α-FAPx4-1BB DARPin simultaneously binds to FAP and 4-1BB overexpressed by activated FBs and immune cells, respectively. Although flow cytometry analysis showed that T and NK cells from MM patients were not activated and did not express 4-1BB, stimulation with daratumumab or elotuzumab, monoclonal antibodies (mAbs) currently used for the treatment of MM, significantly upregulated 4-1BB both in vitro and in MM patients following mAb-based therapy. The mAb-induced 4-1BB overexpression allowed the engagement of α-FAPx4-1BB that acted as a bridge between FAP+FBs and 4-1BB+NK cells. Therefore, α-FAPx4-1BB enhanced both the adhesion of daratumumab-treated NK cells on FBs as well as their activation by improving release of CD107a and perforin, hence MM cell killing via antibody-mediated cell cytotoxicity (ADCC). Interestingly, α-FAPx4-1BB significantly potentiated daratumumab-mediated ADCC in the presence of FBs, suggesting that it may overcome the BM FBs\' immunosuppressive effect. Overall, we speculate that treatment with α-FAPx4-1BB may represent a valuable strategy to improve mAb-induced NK cell activity fostering MRD negativity in MM patients through the eradication of latent MRD cells.
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  • 文章类型: Journal Article
    Blinatumomab是一种双特异性T细胞衔接剂,已被批准用于复发/难治性和微小残留疾病阳性B细胞急性淋巴细胞白血病。我们进行了一项回顾性研究,评估了Blinatumomab的结果。临床和治疗相关变量对复发/进展(CIRP)累积发生率的影响,分析无事件(EFS)和总生存期(OS)。从2016年1月至2022年12月,50名Ph'-(37)和Ph+(13)B-ALL患者接受了Blinatumomab。中位年龄为37岁。29例患者为复发/难治性B-ALL,21例患者为MRD阳性。Blinatumomab在40例和10例患者中分别是第二和第三行,分别。20例患者在移植前接受了治疗,十人在移植后复发,二十人没有资格移植。在治疗复发/难治性疾病的29例患者中,16人(55%)达到完全缓解,12人达到MRD阴性。在接受MRD治疗的21例患者中,16人(76%)实现了MRD阴性。在中位随访46个月时,中位EFS和OS分别为11.5和16.2个月。TheCIRP为50%。在单变量分析年龄中,疾病状态(公开与轻微疾病)在博纳图玛,Blinatumomab和MRD反应后桥接到移植对EFS和OS具有重要意义。在多变量分析中,只有疾病状态和MRD反应保留了EFS和OS的显著性。在HSCT审查后,疾病状态和MRD反应对EFS和OS也产生了显着影响。这项对Blinatumomab治疗的B-ALL患者的回顾性研究证实了MRD反应性优于MRD无反应性患者的预后。存活率还取决于治疗前的疾病状态。
    Blinatumomab is a bispecific T-cell engager approved for relapsed/refractory and minimal residual disease positive B-cell Acute Lymphoblastic Leukemia. We conducted a retrospective study evaluating the outcome of Blinatumomab. The impact of clinical and treatment-related variables on cumulative incidence of relapse/progression (CIRP), event-free (EFS) and overall survival (OS) was analyzed. From January 2016 to December 2022 50 Ph\'- (37) and Ph+ (13) B-ALL patients received Blinatumomab. The median age was 37. Indications to blinatumomab were relapsed/refractory B-ALL in 29 and MRD-positive in 21 patients. Blinatumomab was the 2nd and 3rd line in 40 and in 10 patients, respectively. Twenty patients were treated pre-transplantation, ten were treated for relapse after transplant, twenty were not eligible for transplant. Out of 29 patients treated for relapsed/refractory disease, 16 (55%) achieved complete response and 12 achieved MRD-negativity. Out of 21 patients treated for MRD, 16 (76%) achieved MRD-negativity. At a median follow-up of 46 months the median EFS and OS were 11.5 and 16.2 months. The CIRP was 50%. In univariate analysis age, disease-status (overt vs. minimal disease) at blinatumomab, bridging to transplant after blinatumomab and MRD-response resulted significant for EFS and OS. In multivariate analysis only disease-status and MRD-response retained significance both for EFS and OS. Disease-status and MRD-response resulted significant for EFS and OS also after censoring at HSCT. This retrospective study on B-ALL patients treated with blinatumomab confirms a superior outcome for MRD-responsive over MRD non-responsive patients. Survival depends also on the disease-status prior treatment.
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  • 文章类型: Journal Article
    部分原因是种族差异和临床研究中代表性不足,Black多发性骨髓瘤患者的最佳治疗方法尚不明确.按种族对GRIFFIN的最终分析表明,与单独的RVd相比,在来那度胺/硼替佐米/地塞米松(RVd)中添加达雷木单抗(D)可在符合黑人和白人移植资格的新诊断患者中提供临床益处。然而,黑人患者更有可能因治疗引起的不良事件而停用≥1种药物。总之,这些研究结果表明,在黑人和白人患者中使用D-RVd一线治疗是有益的,并强调了所有患者获得公平治疗的重要性.
    Due in part to racial disparities and underrepresentation in clinical studies, optimal therapies for Black patients with multiple myeloma remain undefined. This final analysis of GRIFFIN by race showed that the addition of daratumumab (D) to lenalidomide/bortezomib/dexamethasone (RVd) provides clinical benefit among both Black and White transplant-eligible newly diagnosed patients compared with RVd alone. However, Black patients were more likely to discontinue ≥1 drug due to treatment-emergent adverse events. In summary, these findings suggest a benefit of D-RVd front-line therapy among Black and White patients and underscore the importance of equitable treatment access for all patients.
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  • 文章类型: Clinical Trial Protocol
    对于本地高级,无法手术的食道癌,同步放化疗(CCRT)成为常态。免疫治疗与放疗相结合已被证明可以提高疗效。循环肿瘤DNA(ctDNA)是有效性和肿瘤复发的强预测因子,并且指示微小残留病(MRD)。无法手术的II-III期食管鳞状细胞癌(ESCC)患者纳入ECMRD-001试验,以评估新辅助免疫化疗后CCRT联合免疫治疗和辅助免疫治疗前后MRD状态的变化。
    ECMRD-001试验是一项前瞻性队列研究。符合条件的患者将在新辅助免疫化疗后接受根治性同步放化疗联合免疫治疗,随后进行至少一年的辅助免疫疗法。后续将持续三年。之前收集的MRD相关血液和组织样本以及T细胞免疫组织库相关血液和组织样本,治疗期间和治疗后以及随访将分为样本收集时间点.不同时间点的MRD状态与治疗效果之间的关系是主要结果。MRD状态与免疫微环境的相关性,放疗剂量,肿瘤复发是次要结局.检查ctDNA突变是探索性结果。
    基于ctDNA的MRD可能是无法手术的ESCC患者的疗效和肿瘤复发的潜在预测指标。升高的ctDNA-MRD可能比成像更早地预测肿瘤复发。应将基于ctDNA的MRD分析和基于ctDNA的MRD指导诊断和治疗纳入临床实践,以提高无法手术的II-III期ESCC的疗效并减少肿瘤复发。
    ECMRD-001研究已在ClinicalTrials.gov注册为NCT05952661(2023年7月19日),https://经典。clinicaltrials.gov/ct2/show/NCT05952661.
    For locally advanced, inoperable esophageal cancer, concurrent chemoradiotherapy (CCRT) becomes the norm. Combining immunotherapy with radiotherapy has been shown to improve efficacy. Circulating tumor DNA (ctDNA) is a strong predictor of effectiveness and tumor recurrence and is indicative of minimal residual disease (MRD). Patients with inoperable stage II-III esophageal squamous cell carcinoma (ESCC) are enrolled in the ECMRD-001 trial to evaluate changes in MRD status before and after CCRT combined with immunotherapy and adjuvant immunotherapy following neoadjuvant immunochemotherapy.
    The ECMRD-001 trial is a prospective cohort study. Eligible patients will receive radical concurrent chemoradiotherapy combined with immunotherapy after neoadjuvant immunochemotherapy, followed by adjuvant immunotherapy for at least one year. Follow-up will be up to three years. MRD-related blood and tissue samples and T-cell immunohistobank related blood and tissue samples collected before, during and after treatment and follow-up will be grouped into sample collection time points. The relationship between MRD status at different time points and treatment efficacy is the primary outcome. Correlation between MRD status and immune microenvironment, radiotherapy dose, and tumor recurrence are the secondary outcomes. Examination of ctDNA mutations is the exploratory outcome.
    ctDNA-based MRD may be a potential predictive marker for the efficacy and tumor recurrence of inoperable ESCC patients. Elevated ctDNA-MRD may predict tumor recurrence earlier than imaging. ctDNA-based MRD analysis and ctDNA-based MRD guided diagnosis and treatment should be implemented into clinical practice to improve efficacy and reduce tumor recurrence of inoperable stage II-III ESCC.
    The ECMRD-001 study has been registered at ClinicalTrials.gov as NCT05952661 (July 19, 2023), https://classic.clinicaltrials.gov/ct2/show/NCT05952661.
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  • 文章类型: Clinical Trial
    背景:循环肿瘤DNA监测分子残留病(MRD)的实用性已被临床证实可预测非小细胞肺癌(NSCLC)患者根治性切除术后的疾病复发。纵向无法检测到MRD的患者预后良好,可能无法从辅助治疗中受益。
    方法:CTONG2201试验是一项前瞻性的,多中心,单臂研究(ClinicalTrials.gov标识符,NCT05457049),旨在评估纵向无法检测到MRD的患者不需要辅助治疗的假设。已接受根治性切除术的病理证实的IB-IIIA期NSCLC患者将被筛选。仅纳入连续两轮无法检测到MRD的患者(第一次在手术后第3-10天,第二次在手术后第30±7天),每3个月入院接受影像学检查和MRD监测,无辅助治疗。主要终点是纵向无法检测到MRD的患者的2年无病生存率。招募阶段于2022年8月开始,将招募180名患者。
    结论:这项前瞻性试验将有助于数据证实MRD对NSCLC患者辅助治疗的阴性预测值。
    背景:NCT05457049(CTONG2201)。
    The utility of circulating tumor DNA to monitor molecular residual disease (MRD) has been clinically confirmed to predict disease recurrence in non-small cell lung cancer (NSCLC) patients after radical resection. Patients with longitudinal undetectable MRD show a favorable prognosis and might not benefit from adjuvant therapy.
    The CTONG 2201 trial is a prospective, multicenter, single-arm study (ClinicalTrials.gov identifier, NCT05457049), designed to evaluate the hypothesis that no adjuvant therapy is needed for patients with longitudinal undetectable MRD. Pathologically confirmed stage IB-IIIA NSCLC patients who have undergone radical resection will be screened. Only patients with 2 consecutive rounds of undetectable MRD will be enrolled (first at days 3-10, second at days 30 ± 7 after surgery), and admitted for imaging and MRD monitoring every 3 months without adjuvant therapy. The primary endpoint is the 2-year disease-free survival rate for those with longitudinal undetectable MRD. The recruitment phase began in August 2022 and 180 patients will be enrolled.
    This prospective trial will contribute data to confirm the negative predictive value of MRD on adjuvant therapy for NSCLC patients.
    NCT05457049 (CTONG 2201).
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  • 文章类型: Journal Article
    背景:T谱系急性淋巴细胞白血病(T-ALL)约占儿科病例的15%,约占成人ALL病例的25%。通过流式细胞术(FCM)评估的最小/可测量的残留疾病(MRD)是危险分层的重要预后指标。为了评估MRD,必须选择有限数量的针对最具区别性的抗原的抗体。
    方法:我们提出了一种用于评估FCM数据中不同标志物对细胞群分类的影响的管道。我们使用线性支持向量机,分别安装到每个样品,以避免与患者和实验室的变化问题。考虑了最佳的分离超平面方向以及省略特定标记的影响。
    结果:通过FCM分析了来自5个参考实验室的43例儿科T-ALL患者的91例骨髓样本,这些样本使用8种不同标记的组合对原始细胞鉴定的标记重要性。对于所有实验室来说,CD48和CD99是对最佳超平面贡献最大的前3个标记之一,通过每个中心和时间点所有样本的中值分离超平面系数大小(诊断,第15天,第33天)。
    结论:基于测试的可用有限集(CD3,CD4,CD5,CD7,CD8,CD45,CD48,CD99),我们的研究结果证明,CD48和CD99是T-ALL微小残留病(MRD)监测的有用标志物.所提出的管道可以应用于未来其他标记组合的评估。本文受版权保护。保留所有权利。
    T-lineage acute lymphoblastic leukemia (T-ALL) accounts for about 15% of pediatric and about 25% of adult ALL cases. Minimal/measurable residual disease (MRD) assessed by flow cytometry (FCM) is an important prognostic indicator for risk stratification. In order to assess the MRD a limited number of antibodies directed against the most discriminative antigens must be selected. We propose a pipeline for evaluating the influence of different markers for cell population classification in FCM data. We use linear support vector machine, fitted to each sample individually to avoid issues with patient and laboratory variations. The best separating hyperplane direction as well as the influence of omitting specific markers is considered. Ninety-one bone marrow samples of 43 pediatric T-ALL patients from five reference laboratories were analyzed by FCM regarding marker importance for blast cell identification using combinations of eight different markers. For all laboratories, CD48 and CD99 were among the top three markers with strongest contribution to the optimal hyperplane, measured by median separating hyperplane coefficient size for all samples per center and time point (diagnosis, Day 15, Day 33). Based on the available limited set tested (CD3, CD4, CD5, CD7, CD8, CD45, CD48, CD99), our findings prove that CD48 and CD99 are useful markers for MRD monitoring in T-ALL. The proposed pipeline can be applied for evaluation of other marker combinations in the future.
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  • 文章类型: Journal Article
    目的:已知骨髓(BM)中的播散性肿瘤细胞(DTC)对早期乳腺癌(EBC)患者具有预后价值。除了组织病理学特征,多基因表达测定,例如市售的21基因乳腺复发评分®测定,已被验证用于评估EBC的预后和做出有关辅助治疗的决定。在我们小组之前的一项回顾性研究中,21基因检测显示与DTC检测相关.前瞻性IRMA试验的次要终点是评估EBC患者复发评分®(RS)结果与肿瘤细胞播散之间的关联。
    方法:评估了ER阳性/HER2阴性EBC伴0-3个病理淋巴结的患者的DTC状态和RS结果,这些患者在Tuebingen大学妇女健康系接受了初级手术治疗,德国。
    结果:RS结果高(≥26)的患者DTC阳性(22.6%)比RS结果低(8.6%,p=0.034)。DTC阳性的几率随着RS值的升高而增加(p=0.047)。
    结论:因此,我们确认了高基因组风险与肿瘤细胞扩散到BM中有关。需要进一步的试验来研究是否可以通过结合DTC状态和预后基因标签测试来进一步个性化治疗决策。
    OBJECTIVE: Disseminated tumor cells (DTCs) in the bone marrow (BM) are known to be of prognostic value for patients with early breast cancer (EBC). In addition to histopathological features, multigene expression assays, such as the commercially available 21-gene Breast Recurrence Score® assay, have been validated for evaluating prognosis and making decisions concerning adjuvant treatment in EBC. In a previous retrospective study from our group, the 21-gene assay was shown to be associated with DTC-detection. A secondary endpoint of the prospective IRMA trial was to evaluate the association between Recurrence Score® (RS) result and tumor cell dissemination in patients with EBC.
    METHODS: DTC-status and RS result were assessed in patients with ER-positive/HER2-negative EBC with 0-3 pathologic lymph nodes who underwent primary surgical treatment at the Department for Women\'s Health of Tuebingen University, Germany.
    RESULTS: Patients with a high RS result (≥ 26) were more frequently DTC-positive (22.6%) than patients with a low RS result (8.6%, p = 0.034). The odds for DTC-positivity increased with rising RS values (p = 0.047).
    CONCLUSIONS: We therefore confirm that a high genomic risk is associated with tumor cell dissemination into the BM. Further trials are needed to investigate whether therapeutic decisions could be further individualized by combining DTC-status and prognostic gene signature testing.
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