Multiple Myeloma

多发性骨髓瘤
  • 文章类型: Journal Article
    我们旨在评估通过流式细胞术检测到的循环浆细胞(CPC)是否可以增加R2-ISS分期的预后价值。我们收集了2017年1月至2023年6月在我院新诊断的336例MM患者(NDMM)的电子病历。患者的中位总生存期(OS)和R2-ISSI-IV期未达到(NR),NR,58个月和53个月,分别。Ⅰ期患者与Ⅱ期患者之间的OS差异无统计学意义(P=0.309),Ⅲ期患者与Ⅳ期患者之间的OS差异无统计学意义(P=0.391)。根据R2-ISS阶段和CPC数量≥0.05%(CPC高)或<0.05%(CPC低)将所有病例重新分类为四个新的风险组:第1组:R2-ISS阶段I+R2-ISS阶段II和CPC低,第2组:R2-ISS阶段II和CPC高+R2-ISS阶段III和CPC低,第3组:R2-ISS阶段III和CPC高+R2-ISS阶段IV和CPC低,第4组:R2-ISS阶段IV和CPC高。中位OS为NR,NR,57个月和32个月。第1组的OS显著长于第2组(P=0.033)。第2组的OS显著长于第3组(P=0.007)。第3组的OS显著长于第4组(P=0.041)。R2-ISS分期联合CPC可以改善NDMM患者的风险分层。
    We aimed to evaluate if circulating plasma cells (CPC) detected by flow cytometry could add prognostic value of R2-ISS staging. We collected the electronic medical records of 336 newly diagnosed MM patients (NDMM) in our hospital from January 2017 to June 2023. The median overall survival (OS) for patients and R2-ISS stage I-IV were not reached (NR), NR, 58 months and 53 months, respectively. There was no significant difference in OS between patients with stage I and patients with stage II (P = 0.309) or between patients with stage III and patients with stage IV (P = 0.391). All the cases were re-classified according to R2-ISS stage and CPC numbers ≥ 0.05% (CPC high) or<0.05% (CPC low) into four new risk groups: Group 1: R2-ISS stage I + R2-ISS stage II and CPC low, Group 2: R2-ISS stage II and CPC high + R2-ISS stage III and CPC low, Group 3: R2-ISS stage III and CPC high + R2-ISS stage IV and CPC low, Group 4: R2-ISS stage IV and CPC high. The median OS were NR, NR, 57 months and 32 months. OS of Group 1 was significantly longer than that of Group 2 (P = 0.033). OS in Group 2 was significantly longer than that of Group 3 (P = 0.007). OS in Group 3 was significantly longer than that of Group 4 (P = 0.041). R2-ISS staging combined with CPC can improve risk stratification for NDMM patients.
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  • 文章类型: Journal Article
    背景:多发性骨髓瘤(MM)是第二常见的血液系统恶性肿瘤,其患病率不断增加。有症状的MM患者可以表现出多种合并症,影响他们的生活质量(QoL)。体力活动(PA)可以改善QoL,但不是综合癌症中心(CC)的标准化干预措施。由于MM患者的PA数据很少,我们的目的是前瞻性地评估患者的健康水平和参加CCCPA干预的动机。
    方法:我们制作了一份运动问卷,以连续采访患者MM。我们前瞻性地收集了关于(A)过去和现在的PA的数据,由世界卫生组织(世卫组织)的建议定义,(b)关于锻炼效果的知识,(c)锻炼动机,(d)参与PA干预的意愿。人口统计,合并症,回应,无进展生存期(PFS),对211例有症状的患者MM进行了总生存期(OS)评估。
    结果:虽然我们的患者是老年人,大多数表现为骨骼受累,他们的PA与健康个体相似。65%的有氧PA(≥60分钟/周)25%的运动≥150分钟/周。17%的患者完成了WHOPA的建议。在35%和16%的人群中没有观察到体育活动或完全不运动。分别。值得注意的是,38%的人有动机加入MM特定的运动干预措施。自我报告的PA诱导癌症患者获益的知识很高(82%),但只有27%的人知道哪些运动是安全的。
    结论:本研究概述了患者MM的PA。我们的结果表明,MM患者的PA可能不会比年龄匹配的普通人群低很多。
    BACKGROUND: Multiple myeloma (MM) is the second most common hematological malignancy with its prevalence increasing. Patients with symptomatic MM can show numerous comorbidities, affecting their quality of life (QoL). Physical activity (PA) may improve QoL but is not a standardized intervention of comprehensive cancer centers (CCCs). Since data on the PA of patients with MM are scarce, we aimed to prospectively assess fitness levels and patients\' motivation to join PA-interventions at our CCC.
    METHODS: We generated an exercise questionnaire to interview consecutive patients MM. We prospectively collected data on (a) past and current PA, defined by the World Health Organization (WHO) recommendations, (b) knowledge on exercise effects, (c) exercise motivation, and (d) willingness to participate in PA-interventions. Demographics, comorbidities, response, progression-free survival (PFS), and overall survival (OS) were assessed in 211 symptomatic patients MM.
    RESULTS: While our patients were elderly and most showed bone involvement, their PA was similar to healthy individuals. Aerobic PA (≥ 60 minutes/week) was performed by 65%, and 25% exercised ≥ 150 minutes/week. WHO PA recommendations were fulfilled by 17% of patients. No sport activities or complete physical inactivity were observed in 35% and 16%, respectively. Notably, 38% were motivated to join MM-specific sport interventions. Self-reported knowledge of PA-induced benefits for patients cancer was high (82%), but only 27% knew which exercises were safe to perform.
    CONCLUSIONS: This study provides an overview of the PA of patients MM. Our results suggest that the PA of patients MM might not be much lower than in the age-matched general population.
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  • 文章类型: Journal Article
    目的:自体干细胞移植后持续来那度胺维持治疗可改善新诊断的多发性骨髓瘤患者的无进展生存期和总生存期,自2021年3月以来一直是英国的标准治疗方法。然而,关于它对患者日常生活的影响的信息很少。这项服务评估旨在对伦敦癌症中心接受来那度胺治疗的患者进行定性评估,为了使服务更好地符合患者的需求和期望。
    方法:我们在伦敦一家癌症专科中心接受连续来那度胺维持治疗的骨髓瘤患者中进行了20次半结构化访谈。临床小组成员确定了潜在的合格参与者,采用方便抽样的方法选择10名男性和10名女性患者,中位年龄58岁(范围,45-71).中位治疗持续时间为11个月(范围,1-60个月)。参与者按照相同的半结构化访谈指南进行了定性访谈,旨在探索来那度胺的患者体验和见解。数据分析采用自反性主题分析。
    结果:四个主要主题如下:(i)来那度胺:了解其作用和基本原理;(ii)将无治疗期的损失重新定义为恢复正常生活;(iii)使用来那度胺的现实:在希望与障碍之间取得平衡;(iv)感激和不满:探索对关怀和沟通的混合看法。结果将用于通过定制沟通来增强临床服务,以在做出治疗决策时更好地满足患者的偏好。
    结论:这项研究强调,大多数患者对连续服用来那度胺感到感激,并认为它减轻了一些对复发的恐惧。它揭示了不同年龄段的副作用的变化;年轻患者报告没有/可忽略的副作用,虽然几位患有合并症的老年患者描述了显著的症状负担,偶尔导致治疗中断,从而在感知到的长期缓解丧失时引起痛苦。未来的研究应该优先了解患有多发性骨髓瘤的年轻患者的独特需求。
    OBJECTIVE: Continuous lenalidomide maintenance treatment after autologous stem cell transplantation delivers improvement in progression free and overall survival among newly diagnosed multiple myeloma patients and has been the standard of care in the UK since March 2021. However, there is scant information about its impact on patients\' day-to-day lives. This service evaluation aimed to qualitatively assess patients receiving lenalidomide treatment at a cancer centre in London, in order that the service might better align with needs and expectations of patients.
    METHODS: We conducted 20 semi-structured interviews among myeloma patients who were on continuous lenalidomide maintenance treatment at a specialist cancer centre in London. Members of the clinical team identified potentially eligible participants to take part, and convenience sampling was used to select 10 male and 10 female patients, median age of 58 (range, 45-71). The median treatment duration was 11 months (range, 1-60 months). Participants were qualitatively interviewed following the same semi-structured interview guide, which was designed to explore patient experience and insights of lenalidomide. Reflexive thematic analysis was used for data analysis.
    RESULTS: Four overarching themes were as follows: (i) lenalidomide: understanding its role and rationale; (ii) reframing the loss of a treatment-free period to a return to normal life; (iii) the reality of being on lenalidomide: balancing hopes with hurdles; (iv) gratitude and grievances: exploring mixed perceptions of care and communication. Results will be used to enhance clinical services by tailoring communication to better meet patients\' preferences when making treatment decisions.
    CONCLUSIONS: This study highlights that most patients feel gratitude for being offered continuous lenalidomide and perceive it as alleviating some fears concerning relapse. It reveals variations in side effects in different age groups; younger patients reported no/negligible side effects, whilst several older patients with comorbidities described significant symptom burden, occasionally leading to treatment discontinuation which caused distress at the perceived loss of prolonged remission. Future research should prioritise understanding the unique needs of younger patients living with multiple myeloma.
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  • 文章类型: Journal Article
    背景:通过流式细胞术监测多发性骨髓瘤(MM)免疫表型(IPT)和可测量的残留疾病(MRD)是临床试验中无进展生存期和总生存期的替代指标。然而,由于样品处理过程中的形态学差异和浆细胞(PC)损失,浆细胞计数具有挑战性。
    方法:在(n=87)新诊断的MM患者中,我们评估了基线时PC的免疫表型,对35例患者亚组诱导后的MRD进行量化,并分析其与结局和生存的相关性.社会科学统计软件包(SPSS)版本16.0(SPSSInc.,芝加哥,IL,美国)用于所有统计分析。
    结果:免疫分型显示CD56强阳性表达(83%),CD200(94%),CD38(92%),CD117(91%)和CD19阴性/弱表达(83%),CD45(89%),CD27(74%),和CD81(90%)。CD19阴性/弱表达与年龄≥56岁显著相关(p<0.048),白蛋白较低(<3.4g/dL,p<0.001)。强阳性CD56表达与M蛋白的存在显著相关(p<0.03)。强阳性CD117表达与低白蛋白显著相关(p<0.02)。强阳性CD200表达与良好反应显著相关(p<0.02)。骨髓(BM)-MRD%的中位数(IQR)值为0.005(0.002-0.034)。我们发现相关性没有显着差异,协会,和MRD%的生存结果。
    结论:本研究揭示了IPT作为疾病管理中一种宝贵的诊断工具的实用性。这项研究的结果对于修改高风险疾病的标准和在临床实践中实施适应风险的第一疗法可能很重要。
    BACKGROUND: Multiple myeloma (MM) immunophenotyping (IPT) and measurable residual disease (MRD) monitoring by flow cytometry is a surrogate for progression-free survival and overall survival in clinical trials. However, plasma cell enumeration is challenging owing to morphological discrepancies and plasma cell (PC) loss during the sample processing.
    METHODS: In (n=87) newly diagnosed MM patients, we evaluated the immunophenotype of PCs at baseline, and for a subset of 35 patients MRD at post-induction was quantified and analyzed for association with outcomes and survival. The software Statistical Package for Social Sciences (SPSS), version 16.0 (SPSS Inc., Chicago, IL, USA) was used for all the statistical analysis.
    RESULTS: Immunophenotyping showed strong positive expression of CD56 (83%), CD200 (94%), CD38 (92%), and CD117 (91%) and negative/weak expression of CD19 (83%), CD45 (89%), CD27 (74%), and CD81 (90%) respectively. Negative/weak expression of CD19 was significantly associated with age ≥56 years (p<0.048), with lower albumin (<3.4g/dL, p<0.001). Strong positive CD56 expression was significantly associated with the presence of M-protein (p<0.03). Strong positive CD117 expression was significantly associated with lower albumin (p<0.02). Strong positive CD200 expression was significantly associated with a good response (p<0.02). The median (IQR) value of bone marrow (BM)-MRD% was 0.005 (0.002-0.034). We found that there was no significant difference in the correlation, association, and survival outcomes with MRD%.
    CONCLUSIONS: This study sheds light on the utility of IPT as an invaluable diagnostic tool in disease management. The findings of this study could be important when it comes to modifying the criteria for high-risk diseases and implementing a risk-adapted first therapy in clinical practice.
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  • 文章类型: Journal Article
    先前的观察性研究表明肠道微生物群与多发性骨髓瘤(MM)之间存在潜在关联。然而,肠道菌群与MM之间的关系尚不清楚。这项研究旨在确定肠道微生物群与MM之间存在因果关系。
    为了研究肠道菌群与MM之间的潜在因果关系,我们进行了双样本孟德尔随机化(MR)分析.暴露数据来自MiBioGen联盟,提供了与211个细菌性状相关的遗传变异。MM结果数据来自FinnGen联盟。单核苷酸多态性估计的选择是通过使用逆方差加权的荟萃分析进行的,敏感性分析使用加权中位数进行,Egger先生,简单模式,MR-PRESSO
    研究结果表明,反刍动物真菌组与MM风险之间存在显着正相关(OR1.71,95%CI1.21至2.39)。相反,属:多雷亚(OR0.46,95%CI0.24至0.86),Coprococus1(OR0.47,95%CI0.22至1.00),RuminoccaceaUCG014(OR0.57,95%CI0.33至0.99),Eubacteriumrectale组(OR0.37,95%CI0.18至0.77),和订单:Victivallales(OR0.62,95%CI0.41-0.94),类别:肠溶病(OR0.62,95%CI0.41至0.94),与MM呈负相关。逆方差加权分析为这些发现提供了额外的支持。
    这项研究代表了对MR的首次探索,以研究肠道微生物群与MM之间的联系,从而表明预防和治疗MM的潜在意义。
    UNASSIGNED: Previous observational studies have indicated a potential association between the gut microbiota and multiple myeloma (MM). However, the relationship between the gut microbiota and MM remains unclear. This study aimed to ascertain the existence of a causal link between the gut microbiota and MM.
    UNASSIGNED: To investigate the potential causal relationship between gut microbiota and MM, a two-sample Mendelian randomization (MR) analysis was conducted. Exposure data was obtained from the MiBioGen consortium, which provided genetic variants associated with 211 bacterial traits. MM outcome data was obtained from the FinnGen consortium. The selection of Single nucleotide polymorphisms estimates was performed through meta-analysis using inverse-variance weighting, and sensitivity analyses were conducted using weighted median, MR Egger, Simple mode, and MR-PRESSO.
    UNASSIGNED: The results of the study demonstrated a significant positive correlation between the genus Eubacterium ruminantium group and the risk of MM (OR 1.71, 95% CI 1.21 to 2.39). Conversely, the genus: Dorea (OR 0.46, 95% CI 0.24 to 0.86), Coprococcus1 (OR 0.47, 95% CI 0.22 to 1.00), RuminococcaceaeUCG014 (OR 0.57, 95% CI 0.33 to 0.99), Eubacterium rectale group (OR 0.37, 95% CI 0.18 to 0.77), and order: Victivallales (OR 0.62, 95% CI 0.41-0.94), class: Lentisphaeria (OR 0.62, 95% CI 0.41 to 0.94), exhibited a negative association with MM. The inverse variance weighting analysis provided additional support for these findings.
    UNASSIGNED: This study represents an inaugural exploration of MR to investigate the connections between gut microbiota and MM, thereby suggesting potential significance for the prevention and treatment of MM.
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  • 文章类型: Journal Article
    在美国,多发性骨髓瘤(MM)和肾损害(RI)患者的实际临床和经济结果的证据有限。这项回顾性研究旨在使用具有D部分链接的Medicare研究可识别文件数据,对患有RI的MM患者的临床和经济结果进行更新的综合评估。这可能有助于评估这些高风险和具有挑战性的治疗患者的总临床和社会经济负担。在Medicare受益人(2012年至2018年)中,针对患有RI的MM患者(RIMM队列)描述了一线(1L)至四线(4L)治疗的治疗模式以及临床和经济结果。作为参考,我们产生并报告了有关MM患者一般队列的信息,以突出RI的临床和经济负担.由于目标是描述这些患者的负担,本研究未设计为2个队列之间的比较.与一般MM队列(n=13,573)相比,RI型MM患者(24.9%)出现高MM相关合并症。在RIMM队列中,硼替佐米-地塞米松(45.7%),硼替佐米-来那度胺(18.6%),来那度胺(12.3%),在1L中,硼替佐米-环磷酰胺(12.1%)是最普遍的方案;卡非佐米和泊马度胺主要在3L至4L中接受;达雷妥单抗在4L中接受.从1L到4L,与一般MM队列相比,RIMM队列的真实世界中位无进展生存期(1L:12.9个月和16.4个月)和总生存期(1L:31.1个月和46.8个月)较短,且全因医疗保健资源利用率(1L住院天数发生率:每人每年12.1个月和7.8个月)较高.在RIMM队列中,所有原因的平均总成本从1升增加到4升(每人每月14,549-18,667美元),高于一般MM队列。在现实世界的临床实践中,RIMM患者在1L至4L之间比一般MM患者具有更高的临床和经济负担。
    Evidence on real-world clinical and economic outcomes in patients with multiple myeloma (MM) and renal impairment (RI) is limited in the United States. This retrospective study aimed to generate an updated comprehensive assessment of the clinical and economic outcomes of MM patients with RI using the Medicare research identifiable files data with Part D linkage, which might assist in assessing the total clinical and socioeconomic burden of these high-risk and challenging-to-treat patients. Treatment patterns and clinical and economic outcomes in first line (1L) to fourth line (4L) therapy were described in Medicare beneficiaries (2012 to 2018) for MM patients with RI (RI MM cohort). For reference purposes, information on a general cohort of MM patients was generated and reported to highlight the clinical and economic burden of RI. Since the goal was to describe the burden of these patients, this study was not designed as a comparison between the 2 cohorts. Compared with the general MM cohort (n = 13,573), RI MM patients (24.9%) presented high MM-associated comorbidities. In the RI MM cohort, bortezomib-dexamethasone (45.7%), bortezomib-lenalidomide (18.6%), lenalidomide (12.3%), and bortezomib-cyclophosphamide (12.1%) were the most prevalent regimens in 1L; carfilzomib and pomalidomide were mostly received in 3L to 4L; and daratumumab in 4L. Across 1L to 4L, the RI MM cohort presented shorter median real-world progression-free survival (1L: 12.9 and 16.4 months) and overall survival (1L: 31.1 and 46.8 months) and higher all-cause healthcare resource utilization (1L incidence rate of inpatient days: 12.1 and 7.8 per person per year) than the general MM cohort. In the RI MM cohort, the mean all-cause total cost increased from 1L to 4L ($14,549-$18,667 per person per month) and was higher than that of the general MM cohort. RI MM patients presented higher clinical and economic burdens across 1L to 4L than the general MM patients in real-world clinical practice.
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  • 文章类型: Journal Article
    多发性骨髓瘤(MM)患者由于潜在的疾病和治疗相关的免疫抑制而发生败血症的风险增加。然而,关于脓毒症发病率的数据,致病性病原体,对新诊断MM(NDMM)结局的影响有限。我们对2022年至2023年在意大利三级护理中心发生脓毒症的92名NDMM患者进行了回顾性观察研究。患者特征,脓毒症标准[快速序贯器官衰竭评估,全身炎症反应综合征(SIRS)],微生物学结果,并分析与无进展生存期(PFS)的相关性。在这个由92名危重病人组成的队列中,通过微生物培养鉴定了74例病原生物。然而,在其余18名文化阴性患者中,图9显示SIRS评分为2,另外9显示SIRS评分为4,提示尽管培养为阴性,但临床表现与脓毒症一致。常见的合并症包括肾衰竭(60%),贫血(71%),和骨骼疾病(83%)。革兰氏阴性(28%)和革兰氏阳性(23%)细菌是常见的致病生物,以及真菌(20%)。PFS的Cox单变量分析显示,白蛋白≥3.5与<3.5患者的HR具有统计学意义(HR=5.04,p<0.001),Karnofsky绩效状态≥80vs<80(HR=2.01,p=0.002),通过国际分期系统(HR=4.76和HR=12.52,均p<0.001)和修订的国际分期系统(R-ISSIII与R-ISSI,HR=7.38,p<0.001)。脓毒症在NDMM中很常见,并与不良预后相关。结合脓毒症严重程度的风险分层,合并症,疾病阶段可能有助于指导预防策略和优化MM管理。
    Patients with multiple myeloma (MM) have an increased risk of sepsis due to underlying disease- and treatment-related immunosuppression. However, data on sepsis incidence, causative pathogens, and impact on outcomes in newly diagnosed MM (NDMM) are limited. We conducted a retrospective observational study of 92 NDMM patients who developed sepsis between 2022 and 2023 at a tertiary care center in Italy. Patient characteristics, sepsis criteria [Quick Sequential Organ Failure Assessment, Systemic Inflammatory Response Syndrome (SIRS)], microbiology results, and associations with progression-free survival (PFS) were analyzed. In this cohort of 92 critically-ill patients, pathogenic organisms were identified via microbiological culture in 74 cases. However, among the remaining 18 culture-negative patients, 9 exhibited a SIRS score of 2 and another 9 had a SIRS score of 4, suggestive of a clinical presentation consistent with sepsis despite negative cultures. Common comorbidities included renal failure (60%), anemia (71%), and bone disease (83%). Gram-negative (28%) and Gram-positive (23%) bacteria were frequent causative organisms, along with fungi (20%). Cox Univariate analyses for PFS showed statically significant HR in patients with albumin ≥ 3.5 vs < 3.5 (HR = 5.04, p < 0.001), Karnofsky performance status ≥ 80 vs < 80 (HR = 2.01, p = 0.002), and early-stage vs late-stage disease by International Staging System (HR = 4.76 and HR = 12.52, both p < 0.001) and Revised International Staging System (R-ISS III vs R-ISS I, HR = 7.38, p < 0.001). Sepsis is common in NDMM and associated with poor outcomes. Risk stratification incorporating sepsis severity, comorbidities, and disease stage may help guide preventive strategies and optimize MM management.
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  • 文章类型: Journal Article
    目的:开发一种全身低剂量CT(WBLDCT)深度学习模型,并确定其预测多发性骨髓瘤(MM)中细胞遗传学异常存在的准确性。
    方法:纳入诊断一年内MM患者的WBLDCT。通过荧光原位杂交(FISH)对克隆浆细胞进行细胞遗传学评估,以将患者风险分层为高风险(HR)或标准风险(SR)。任何del(17p)的存在,t(14;16),t(4;14),FISH上的t(14;20)定义为HR。数据集在个体患者水平上均匀地分为五组(折叠)用于模型训练。记录跨折叠的接收器工作曲线下面积(AUROC)的平均值和标准偏差(SD)。
    结果:本研究纳入了151例MM患者。模型在t(4;14)时表现最佳,平均(SD)AUROC为0.874(0.073)。对于三体观察到最低的AUROC:0.717(0.058)的AUROC。HR细胞遗传学的2年和5年生存率分别为87%和71%,分别,与SR细胞遗传学的91%和79%相比。WBLDCT深度学习模型的生存预测显示,HR细胞遗传学患者的2年和5年生存率分别为87%和71%。分别,与SR细胞遗传学的92%和81%相比。
    结论:在WBLDCT扫描上训练的深度学习模型预测了用于MM风险分层的细胞遗传学异常的存在。对模型性能的评估揭示了各种细胞遗传学异常的良好到优异的分类。
    OBJECTIVE: To develop a whole-body low-dose CT (WBLDCT) deep learning model and determine its accuracy in predicting the presence of cytogenetic abnormalities in multiple myeloma (MM).
    METHODS: WBLDCTs of MM patients performed within a year of diagnosis were included. Cytogenetic assessments of clonal plasma cells via fluorescent in situ hybridization (FISH) were used to risk-stratify patients as high-risk (HR) or standard-risk (SR). Presence of any of del(17p), t(14;16), t(4;14), and t(14;20) on FISH was defined as HR. The dataset was evenly divided into five groups (folds) at the individual patient level for model training. Mean and standard deviation (SD) of the area under the receiver operating curve (AUROC) across the folds were recorded.
    RESULTS: One hundred fifty-one patients with MM were included in the study. The model performed best for t(4;14), mean (SD) AUROC of 0.874 (0.073). The lowest AUROC was observed for trisomies: AUROC of 0.717 (0.058). Two- and 5-year survival rates for HR cytogenetics were 87% and 71%, respectively, compared to 91% and 79% for SR cytogenetics. Survival predictions by the WBLDCT deep learning model revealed 2- and 5-year survival rates for patients with HR cytogenetics as 87% and 71%, respectively, compared to 92% and 81% for SR cytogenetics.
    CONCLUSIONS: A deep learning model trained on WBLDCT scans predicted the presence of cytogenetic abnormalities used for risk stratification in MM. Assessment of the model\'s performance revealed good to excellent classification of the various cytogenetic abnormalities.
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  • 文章类型: Journal Article
    多发性骨髓瘤(MM),起源于骨髓的浆细胞的恶性疾病,受遗传因素的影响很大。虽然血浆脂质体已经与MM有关,他们潜在的因果关系的性质还有待阐明。本研究旨在使用孟德尔随机化(MR)分析来探索这种关系。
    在全基因组关联研究(GWAS)汇集数据库中,从7,174名芬兰个体的血浆脂质组学数据中鉴定了脂质体相关的遗传工具变量(IVs)。MM汇集的数据集来自GWAS荟萃分析,包括150,797名个体,包括598名MM患者和218,194名对照。这些静脉注射进行了MR分析,坚持严格的相关性标准,独立性,以及排除混杂因素。逆方差加权(IVW)方法,MR-Egger方法,加权中位数(WM)法,和简单中位数用于MR分析评估,在Cochran的Q测试旁边,MR-Egger截获,MR-Pleiotropy残差和离群值(MR-RESSO)方法,和用于评估异质性的留一法分析,多重性,和工具偏见。
    该研究确定了88个有意义的,独立的单核苷酸多态性(SNP)作为MR分析的IVs,每个都有一个大于10的F统计值,表明对弱仪器偏差的鲁棒性。IVW分析显示六种血浆脂质体成分与MM风险之间存在关联(p<0.05)。磷脂酰肌醇(16:0_18:1)血清水平(比值比[OR]=1.769,95%置信区间[CI]:1.132-2.763,p=0.012)和三酰甘油(56:4)水平(p=0.026,OR=1.417,95%CI:1.042-1.926)与多发性骨髓瘤的发展风险呈正相关。磷脂酰乙醇胺(18:0_20:4)(p=0.004,95%CI:0.621-0.916,OR=0.754),磷脂酰胆碱(18:2_20:4)(p=0.004,OR=0.680,95%CI:0.519-0.889),甾醇酯(27:1/18:3)水平(p=0.013,OR=0.677,95%CI:0.498-0.922),和磷脂酰胆碱(O-18:2_20:4)水平(OR=0.710,95%CI:0.517-0.913,p=0.033)与发生多发性骨髓瘤的风险呈负相关。Cochran的Q检验没有检测到统计方法的异质性,MR-RESSO检验或MR-Egger截距也未检测到水平多效性;留一法分析证实了个体SNP不存在偏倚.
    我们的发现表明血浆脂质体成分与MM风险之间存在复杂的关系。血清三酰甘油和磷脂酰肌醇水平升高与MM风险呈正相关。而某些磷脂和甾醇酯提供保护作用。这项研究为脂质体在多发性骨髓瘤病理中的临床相关性提供了有价值的见解。
    UNASSIGNED: Multiple myeloma (MM), a malignant disease of plasma cells originating in the bone marrow, is influenced significantly by genetic factors. Although plasma liposomes have been linked to MM, the nature of their potential causal relationship remains to be elucidated. This study aims to explore this relationship using Mendelian randomization (MR) analysis.
    UNASSIGNED: Liposome-associated genetic instrumental variables (IVs) were identified from plasma lipidomics data of 7,174 Finnish individuals within a Genome-Wide Association Study (GWAS) pooled database. A MM pooled dataset was sourced from a GWAS meta-analysis encompassing 150,797 individuals, including 598 MM patients and 218,194 controls. These IVs underwent MR analysis, adhering to strict criteria for correlation, independence, and the exclusion of confounders. The inverse variance weighted (IVW) method, MR-Egger method, weighted median (WM) method, and simple median were utilized for MR analysis assessment, alongside Cochran\'s Q test, MR-Egger intercept, MR-Pleiotropy Residual Sum and Outlier (MR-RESSO) method, and leave-one-out analysis for evaluating heterogeneity, multiplicity, and instrumental bias.
    UNASSIGNED: The study identified 88 significant, independent single nucleotide polymorphisms (SNPs) as IVs for MR analysis, each with an F-statistic value above 10, indicating robustness against weak instrument bias. IVW analysis revealed associations between six plasma liposome components and MM risk (p < 0.05). Phosphatidylinositol (16:0_18:1) serum levels (odds ratio [OR] = 1.769, 95% confidence interval [CI]: 1.132-2.763, p = 0.012) and triacylglycerol (56:4) levels (p = 0.026, OR = 1.417, 95% CI: 1.042-1.926) were positively correlated with the risk of multiple myeloma development. Phosphatidylethanolamine (18:0_20:4) (p = 0.004, 95% CI: 0.621-0.916, OR = 0.754), phosphatidylcholine (18:2_20:4) (p = 0.004, OR = 0.680, 95% CI: 0.519-0.889), sterol ester (27:1/18:3) levels (p = 0.013, OR = 0.677, 95% CI: 0.498-0.922), and phosphatidylcholine (O-18:2_20:4) levels (OR = 0.710, 95% CI: 0.517-0.913, p = 0.033) were negatively associated with the risk of developing multiple myeloma. The Cochran\'s Q test did not detect statistical method heterogeneity, nor did the MR-RESSO test or the MR-Egger intercept detect horizontal pleiotropy; leave-one-out analyses confirmed the absence of bias from individual SNPs.
    UNASSIGNED: Our findings suggest a complex relationship between plasma liposome components and MM risk. Elevated serum levels of triacylglycerol and phosphatidylinositol are positively associated with MM risk, while certain phospholipids and sterol esters offer a protective effect. This study provides valuable insights into the clinical relevance of liposomes in the pathology of multiple myeloma.
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  • 文章类型: Journal Article
    基于我们的HOVON-65/GMMG-HD4试验(德国部分;n=395)随机VAD诱导(长春瑞星/阿霉素/地塞米松)/串联移植/沙利度胺维持vs.PAD诱导(硼替佐米/阿霉素/地塞米松)/串联移植/硼替佐米维持,我们通过与增殖和治疗依赖性反应相关的不同模式来辨别染色体畸变如何决定长期预后,在预后方面,不同方案的反应是否相等,以及在资源有限的情况下,是否可以将患者亚群定义为无需预先“新型药物”即可治疗,例如,在低收入或中等收入国家。对395例患者的血清参数和危险因素进行了评估。对CD138纯化的浆细胞进行荧光原位杂交(n=354)和基因表达谱分析(n=204)。我们发现染色体畸变与存活有四种关系,扩散,和响应:删除(del)del17p13,del8p21,del13q14,(增益)1q21+,和易位t(4;14)(均为不良)与更高的增殖相关。其中,del17p与不良反应相关(模式1),和1q21+,t(4;14),和del13q14,具有治疗依赖性更好的反应(模式2)。超二倍体与较低的增殖相关而不影响反应或存活(模式3)。易位t(11;14)与生存无关,而是治疗依赖性不良反应(模式4)。与“常规”(VAD)相比,达到接近完全反应或更好的患者明显减少诱导或高剂量美法仑后以硼替佐米为基础的治疗。这些病人,然而,显示中位无进展生存期和总生存期明显更好。分子上,对两种治疗方案反应的患者在基因表达上不同,表明响应骨髓瘤细胞的独特生物学特性。肾功能正常的患者(89.4%),低细胞遗传学风险(72.5%),或低增殖率(37.9%)对基于硼替佐米的前期治疗的无进展生存期和总生存期均无益处.我们得出结论,响应水平,实现它的治疗方法,和分子背景决定了长期预后。染色体畸变以四种模式与增殖和治疗依赖性反应相关。在预后不良像差1q21和t(4;14)的情况下,具有更快和更深响应的关联可能具有欺骗性。远非提倡回归“过时”治疗,如果资源不允许最先进的治疗,正常的肾功能和/或分子谱分析可确定患者亚群在没有预先“新型药物”的情况下表现良好。
    Based on the lack of differences in progression-free and overall survival after a median follow-up of 93 months in our HOVON-65/GMMG-HD4 trial (German part; n = 395) randomizing VAD induction (vincristin/adriamycin/dexamthasone)/tandem-transplantation/thalidomide-maintenance vs. PAD induction (bortezomib/adriamycin/dexamethasone)/tandem transplantation/bortezomib maintenance, we discern how chromosomal aberrations determine long-term prognosis by different patterns of association with proliferation and treatment-dependent response, whether responses achieved by different regimens are equal regarding prognosis, and whether subpopulations of patients could be defined as treatable without upfront \"novel agents\" in cases of limited resources, e.g., in low- or middle-income countries. Serum parameters and risk factors were assessed in 395 patients. CD138-purified plasma cells were subjected to fluorescence in situ hybridization (n = 354) and gene expression profiling (n = 204). We found chromosomal aberrations to be associated in four patterns with survival, proliferation, and response: deletion (del) del17p13, del8p21, del13q14, (gain) 1q21+, and translocation t(4;14) (all adverse) associate with higher proliferation. Of these, del17p is associated with an adverse response (pattern 1), and 1q21+, t(4;14), and del13q14 with a treatment-dependent better response (pattern 2). Hyperdiploidy associates with lower proliferation without impacting response or survival (pattern 3). Translocation t(11;14) has no association with survival but a treatment-dependent adverse response (pattern 4). Significantly fewer patients reach a near-complete response or better with \"conventional\" (VAD) vs. bortezomib-based treatment after induction or high-dose melphalan. These patients, however, show significantly better median progression-free and overall survival. Molecularly, patients responding to the two regimens differ in gene expression, indicating distinct biological properties of the responding myeloma cells. Patients with normal renal function (89.4%), low cytogenetic risk (72.5%), or low proliferation rate (37.9%) neither benefit in progression-free nor overall survival from bortezomib-based upfront treatment. We conclude that response level, the treatment by which it is achieved, and molecular background determine long-term prognosis. Chromosomal aberrations are associated in four patterns with proliferation and treatment-dependent responses. Associations with faster and deeper responses can be deceptive in the case of prognostically adverse aberrations 1q21+ and t(4;14). Far from advocating a return to \"outdated\" treatments, if resources do not permit state-of-the-art-treatment, normal renal function and/or molecular profiling identifies patient subpopulations doing well without upfront \"novel agents\".
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