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Cardiotoxicity of venetoclax in patients with acute myeloid leukemia: comparison with anthracyclines. venetoclax对急性髓性白血病患者的心脏毒性:与蒽环类药物的比较。
IF 3.2 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-11-01 DOI: 10.1186/s40959-024-00275-5
Takeshi Onoue, Andrew H Matthews, Azin Vakilpour, Yu Kang, Bénédicte Lefebvre, Amanda M Smith, Shannon R McCurdy, Michael G Fradley, Joseph Carver, Jesse Chittams, Marielle Scherrer-Crosbie

Venetoclax is a promising drug for patients with acute myeloid leukemia (AML) ineligible for anthracycline-based treatments. In rats, venetoclax is reported to cause myocardial injury. Our objectives were to report the frequency of cardiovascular (CV) events in patients treated with venetoclax, and, subsequently, to compare CV outcomes in matched patients treated with venetoclax or anthracyclines. Patients diagnosed with AML and treated with venetoclax or anthracyclines from January 2017 to July 2021 were identified. Major adverse cardiac events (MACE, including new-onset heart failure (HF), acute myocardial infarction, new onset atrial fibrillation (AF)) were recorded. Propensity-score method was then used to compare patients treated with venetoclax or anthracyclines. Patients treated with venetoclax (n=103) were older, with more hyperlipidemia than patients treated with anthracyclines (n=217). However, only 63% of patients treated with venetoclax underwent echocardiographic screening (vs. 93% of patients treated with anthracyclines, P< 0.001). Eighteen patients with venetoclax (17%) and 27 patients with anthracyclines (12%) developed MACE, including 10 % of new HF in each group. The median time to MACE was 8 days (interquartile range 5-98 days). In the matched cohort (n=132 patients), the cumulative incidence of MACE at one year was not different (17.5 % venetoclax, 9.2% anthracyclines, p =0.27). Thus, MACE incidence is similar in matched patients receiving venetoclax or anthracyclines. Close CV monitoring during the early phase of treatment may be helpful in patients treated with venetoclax.

对于不符合蒽环类药物治疗条件的急性髓性白血病(AML)患者来说,Venetoclax 是一种很有前途的药物。据报道,Venetoclax在大鼠体内可导致心肌损伤。我们的目标是报告接受 Venetoclax 治疗的患者发生心血管 (CV) 事件的频率,并随后比较接受 Venetoclax 或蒽环类药物治疗的匹配患者的 CV 结果。研究对象为2017年1月至2021年7月期间确诊为急性髓细胞白血病并接受文尼他赛或蒽环类药物治疗的患者。记录了主要心脏不良事件(MACE,包括新发心力衰竭(HF)、急性心肌梗死、新发心房颤动(AF))。然后采用倾向分数法对接受 Venetoclax 或蒽环类药物治疗的患者进行比较。接受 Venetoclax 治疗的患者(人数=103)与接受蒽环类药物治疗的患者(人数=217)相比,年龄更大,高脂血症患者更多。然而,只有63%的文尼他赛患者接受了超声心动图筛查(与93%的蒽环类药物患者相比,P< 0.001)。18名接受venetoclax治疗的患者(17%)和27名接受蒽环类药物治疗的患者(12%)发生了MACE,包括每组中10%的新发HF。发生 MACE 的中位时间为 8 天(四分位数间距为 5-98 天)。在配对队列(n=132 例患者)中,一年后 MACE 的累积发生率没有差异(17.5% venetoclax,9.2% anthracyclines,p =0.27)。因此,接受文尼他克或蒽环类药物治疗的配对患者的 MACE 发生率相似。在治疗早期阶段密切监测心血管疾病可能对接受 Venetoclax 治疗的患者有帮助。
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引用次数: 0
Unsupervised machine learning identifies distinct phenotypes in cardiac complications of pediatric patients treated with anthracyclines. 无监督机器学习识别出接受蒽环类药物治疗的儿科患者心脏并发症的不同表型。
IF 3.2 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-10-28 DOI: 10.1186/s40959-024-00276-4
Xander Jacquemyn, Bhargava K Chinni, Benjamin T Barnes, Sruti Rao, Shelby Kutty, Cedric Manlhiot

Background: Anthracyclines are essential in pediatric cancer treatment, but patients are at risk cancer therapy-related cardiac dysfunction (CTRCD). Standardized definitions by the International Cardio-Oncology Society (IC-OS) aim to enhance precision in risk assessment.

Objectives: Categorize distinct phenotypes among pediatric patients undergoing anthracycline chemotherapy using unsupervised machine learning.

Methods: Pediatric cancer patients undergoing anthracycline chemotherapy at our institution were retrospectively included. Clinical and echocardiographic data at baseline, along with follow-up data, were collected from patient records. Unsupervised machine learning was performed, involving dimensionality reduction using principal component analysis and K-means clustering to identify different phenotypic clusters. Identified phenogroups were analyzed for associations with CTRCD, defined following contemporary IC-OS definitions, and hypertensive response.

Results: A total of 187 patients (63.1% male, median age 15.5 years [10.4-18.7]) were included and received anthracycline chemotherapy with a median treatment duration of 0.66 years [0.35-1.92]. Median follow-up duration was 2.78 years [1.31-4.21]. Four phenogroups were identified with following distribution: Cluster 0 (32.6%, n = 61), Cluster 1 (13.9%, n = 26), Cluster 2 (24.6%, n = 46), and Cluster 3 (28.9%, n = 54). Cluster 0 showed the highest risk of moderate CTRCD (HR: 3.10 [95% CI: 1.18-8.16], P = 0.022) compared to other clusters. Cluster 3 demonstrated a protective effect against hypertensive response (HR: 0.30 [95% CI: 0.13- 0.67], P = 0.003) after excluding baseline hypertensive patients. Longitudinal assessments revealed differences in global longitudinal strain and systolic blood pressure among phenogroups.

Conclusions: Unsupervised machine learning identified distinct phenogroups among pediatric cancer patients undergoing anthracycline chemotherapy, offering potential for personalized risk assessment.

背景:蒽环类药物在儿科癌症治疗中至关重要,但患者面临癌症治疗相关心功能障碍(CTRCD)的风险。国际心脏肿瘤学会(IC-OS)的标准化定义旨在提高风险评估的准确性:使用无监督机器学习对接受蒽环类化疗的儿科患者的不同表型进行分类:方法:回顾性纳入在我院接受蒽环类化疗的儿科癌症患者。从患者病历中收集基线时的临床和超声心动图数据以及随访数据。进行了无监督机器学习,包括使用主成分分析和 K-means 聚类进行降维,以识别不同的表型群。根据当代 IC-OS 的定义,对识别出的表型群与 CTRCD 和高血压反应的关联性进行了分析:共有 187 名患者(63.1% 为男性,中位年龄为 15.5 岁 [10.4-18.7])接受了蒽环类化疗,中位治疗时间为 0.66 年 [0.35-1.92]。中位随访时间为 2.78 年 [1.31-4.21]。确定了四个表型组,其分布情况如下:第 0 组(32.6%,n = 61)、第 1 组(13.9%,n = 26)、第 2 组(24.6%,n = 46)和第 3 组(28.9%,n = 54)。与其他群组相比,群组 0 患中度 CTRCD 的风险最高(HR:3.10 [95% CI:1.18-8.16],P = 0.022)。在排除基线高血压患者后,群组 3 对高血压反应具有保护作用(HR:0.30 [95% CI:0.13-0.67],P = 0.003)。纵向评估显示,不同表型组的总体纵向应变和收缩压存在差异:无监督机器学习在接受蒽环类化疗的儿科癌症患者中识别出了不同的表型组,为个性化风险评估提供了可能。
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引用次数: 0
Recent radiotherapy could reduce heart-related death in patients with esophageal cancer: SEER database analysis. 近期放射治疗可减少食管癌患者因心脏原因死亡的人数:SEER 数据库分析。
IF 3.2 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-10-18 DOI: 10.1186/s40959-024-00274-6
Yuta Sato, Rei Umezawa, Takaya Yamamoto, Noriyoshi Takahashi, Yu Suzuki, Keita Kishida, So Omata, Hinako Harada, Yasuhiro Seki, Nanae Chiba, Shinsaku Okuda, Keiichi Jingu

Background: There have been several reports showing that heart-related deaths are common in long-term survivors of esophageal cancer after radiation therapy; however, radiotherapy technology is evolving year by year. This study was carried out using the SEER database to determine whether the frequency of mortality from heart disease after radiotherapy has improved over time in patients with esophageal cancer.

Methods: SEER*Stat statistical software version 8.3.9.2 (National Cancer Institute) was used to perform case listing and data extraction. We reviewed causes of death in 8,297 patients who were treated by radiotherapy without surgery between 2004 and 2015 (radiotherapy group). For comparison with this group, we also reviewed causes of death in 5,149 patients who were treated by surgery without radiotherapy (surgery group).

Results: In the radiotherapy group, the cumulative heart-related death rate in patients with carcinoma in the middle to abdominal esophagus, for which it was considered that the heart was irradiated with a higher dose, was significantly higher than that in patients with carcinoma in the cervical to upper thoracic esophagus (p = 0.017). However, in the surgery group, the cumulative heart-related death rate in patients with carcinoma in the middle to abdominal esophagus tended to be lower than that in patients with carcinoma in the cervical to upper thoracic esophagus (p = 0.063). The cumulative heart-related death rate in patients treated in 2010-2015 was significantly lower than that in patients treated in 2004-2009 in the radiotherapy group (p = 0.011), although the cumulative heart-related death rate was not significantly different between patients treated in 2010-2015 and patients treated in 2004-2009 in the surgery group (p = 0.90).

Conclusions: The results suggest that recent advances in radiotherapy have enabled a reduction in radiation-induced heart disease in patients with esophageal cancer.

背景:有多份报告显示,食管癌放疗后长期存活者中与心脏相关的死亡很常见;然而,放疗技术正在逐年发展。本研究利用 SEER 数据库来确定食道癌患者放疗后因心脏病死亡的频率是否随着时间的推移而有所改善:方法:使用 SEER*Stat 统计软件 8.3.9.2 版(美国国立癌症研究所)进行病例列表和数据提取。我们回顾了2004年至2015年间接受放疗而未接受手术治疗的8297名患者(放疗组)的死亡原因。为了与这组患者进行比较,我们还回顾了5149名接受手术治疗但未接受放疗的患者(手术组)的死亡原因:在放疗组中,中段至腹段食管癌患者的累积心脏相关死亡率明显高于颈段至上段胸段食管癌患者(P = 0.017),因为放疗对心脏的照射剂量更高。然而,在手术组中,食管中段至腹段癌患者的累积心脏相关死亡率往往低于食管颈段至胸段上段癌患者(p = 0.063)。在放疗组中,2010-2015年接受治疗的患者的累积心脏相关死亡率明显低于2004-2009年接受治疗的患者(p = 0.011),但在手术组中,2010-2015年接受治疗的患者与2004-2009年接受治疗的患者的累积心脏相关死亡率无明显差异(p = 0.90):结果表明,放疗技术的最新进展减少了食管癌患者因放疗引发的心脏病。
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引用次数: 0
Recurrent melanoma 25 years after initial diagnosis, presenting as metastatic disease early after heart transplantation. 初诊 25 年后复发的黑色素瘤,在心脏移植手术后早期出现转移性疾病。
IF 3.2 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-10-16 DOI: 10.1186/s40959-024-00273-7
Gal Rubinstein, Benjamin Izar, Diana E McDonnell, Andrea Fernandez Valledor, Justin A Fried, Kevin Clerkin, Edward F Lin, Dor Lotan, Farhana Latif, Gabriel Sayer, Nir Uriel, Jayant K Raikhelkar

Background: Cancer survivors (CS) comprise a particularly high-risk group for both de-novo and recurrent malignancies after solid organ transplantation.

Case presentation: We report a case of relapsed melanoma, presented as metastatic disease seven months after heart transplantation in a patient who had an early-stage melanoma resected 25 years prior. Treatment with a combination of dabrafenib, a BRAF inhibitor, and trametinib, a mitogen-activated protein kinase (MEK) inhibitor resulted in a near-complete metabolic response, without major adverse effects.

Conclusion: This case demonstrates the increased risk of recurrence in CS with melanoma, which can persist decades after cancer diagnosis. These patients may be amenable to treatment using modern treatment modalities in oncology.

背景:癌症幸存者(CS)是实体器官移植后发生新发和复发恶性肿瘤的高危人群:我们报告了一例黑色素瘤复发病例,患者在 25 年前曾切除过早期黑色素瘤,心脏移植后 7 个月出现转移性疾病。BRAF抑制剂达拉菲尼和丝裂原活化蛋白激酶(MEK)抑制剂曲美替尼联合治疗后,患者的代谢反应接近完全,且无重大不良反应:本病例表明,CS 黑色素瘤患者的复发风险增加,这可能在癌症确诊后持续数十年。这些患者可能适合采用现代肿瘤治疗方法进行治疗。
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引用次数: 0
Cardiac events among a cohort of 17,389 patients receiving cancer chemotherapy: short and long term implications. 接受癌症化疗的 17,389 名患者中发生的心脏事件:短期和长期影响。
IF 3.2 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-10-16 DOI: 10.1186/s40959-024-00269-3
Saifei Liu, John D Horowitz, Bogda Koczwara, Aaron L Sverdlov, Natalie Packer, Robyn A Clark

Background: The association between cardiovascular disease and carcinogenesis is bidirectional and well-established. Furthermore, cancer treatment improves overall patient survival, potentially at the cost of incremental and fatal cardiovascular disease (CVD).

Aim: To evaluate (a) In a real-world cohort, the proportion of patients offered cancer chemotherapy who have antecedent CVD (CVDA); (b) The rates of patient admission with subsequent development of CVD (CVDS) requiring hospital admission post assignment to chemotherapy; (c) The impact of CVDA and CVDS on mortality rates relative to those seen in patients without overt CVD (CVD-) and (d) The time course of mortality in CVD- versus CVDS patients.

Methods: Retrospective analysis was performed in deidentified linked health data sets. Correlates of mortality were evaluated by Cox proportional hazards evaluation. Relative and absolute time-variability of CVD as a primary cause of death were determined.

Results: Of the total 17,389 patients, there were 2,159 with CVDA. Over a median follow-up time of 4.6 years, CVDS admissions (n = 8,529) occurred more commonly in the presence of CVDA (70.0% vs. 46.1%, p < 0.001), and more than 50% of CVDS cases occurred in the first 12 months of follow-up. The 5-year mortality rates were 71.5% for CVDA, 64.7% for CVDS, and 40.8% for CVD- (p < 0.001). Development of CVDS was associated with a substantially increased risk of mortality in the next 12 months. The development of CVDs was also associated with an increased risk of cardiovascular, as against non-cardiovascular, mortality (7.1% vs. 1.6%, p < 0.001).

Conclusions: Approximately 50% of patients assigned to cancer chemotherapy developed CVDS, heralding a particularly high risk of mortality over the next 12 months. Both CVDA and CVDS are associated with substantial increases in mortality rates relative to those in CVD- patients. This increased risk merits close individual monitoring.

背景:心血管疾病与癌变之间的关系是双向的,且已得到证实。此外,癌症治疗可提高患者的总体生存率,但可能以增加致命性心血管疾病(CVD)为代价。目的:评估(a)在真实世界的队列中,接受癌症化疗的患者中患有先兆心血管疾病(CVDA)的比例;(b)接受化疗后,因心血管疾病(CVDS)而需要入院治疗的患者比例;(c)相对于无明显心血管疾病(CVD-)的患者,心血管疾病(CVDA)和心血管疾病(CVDS)对死亡率的影响;(d)心血管疾病(CVD-)患者与心血管疾病(CVDS)患者的死亡率时间变化:方法:在去标识化的关联健康数据集中进行了回顾性分析。死亡率的相关因素通过 Cox 比例危险评估进行评估。确定了心血管疾病作为主要死因的相对和绝对时间可变性:在总共 17,389 名患者中,有 2,159 人患有心血管疾病。中位随访时间为 4.6 年,CVDS 入院病例(n = 8,529 例)更常见于存在 CVDA 的患者(70.0% vs. 46.1%,p S 例发生在随访的前 12 个月。CVDA的5年死亡率为71.5%,CVDS为64.7%,心血管疾病为40.8%。与非心血管疾病相比,心血管疾病的发生也与心血管疾病死亡风险的增加有关(7.1% 对 1.6%,p 结论):在接受癌症化疗的患者中,约有50%的患者出现了心血管疾病,这预示着他们在未来12个月内的死亡风险特别高。与心血管疾病患者相比,CVDA 和 CVDS 都会导致死亡率大幅上升。这种风险的增加值得密切监测。
{"title":"Cardiac events among a cohort of 17,389 patients receiving cancer chemotherapy: short and long term implications.","authors":"Saifei Liu, John D Horowitz, Bogda Koczwara, Aaron L Sverdlov, Natalie Packer, Robyn A Clark","doi":"10.1186/s40959-024-00269-3","DOIUrl":"https://doi.org/10.1186/s40959-024-00269-3","url":null,"abstract":"<p><strong>Background: </strong>The association between cardiovascular disease and carcinogenesis is bidirectional and well-established. Furthermore, cancer treatment improves overall patient survival, potentially at the cost of incremental and fatal cardiovascular disease (CVD).</p><p><strong>Aim: </strong>To evaluate (a) In a real-world cohort, the proportion of patients offered cancer chemotherapy who have antecedent CVD (CVD<sub>A</sub>); (b) The rates of patient admission with subsequent development of CVD (CVD<sub>S</sub>) requiring hospital admission post assignment to chemotherapy; (c) The impact of CVD<sub>A</sub> and CVD<sub>S</sub> on mortality rates relative to those seen in patients without overt CVD (CVD<sup>-</sup>) and (d) The time course of mortality in CVD<sup>-</sup> versus CVD<sub>S</sub> patients.</p><p><strong>Methods: </strong>Retrospective analysis was performed in deidentified linked health data sets. Correlates of mortality were evaluated by Cox proportional hazards evaluation. Relative and absolute time-variability of CVD as a primary cause of death were determined.</p><p><strong>Results: </strong>Of the total 17,389 patients, there were 2,159 with CVD<sub>A</sub>. Over a median follow-up time of 4.6 years, CVD<sub>S</sub> admissions (n = 8,529) occurred more commonly in the presence of CVD<sub>A</sub> (70.0% vs. 46.1%, p < 0.001), and more than 50% of CVD<sub>S</sub> cases occurred in the first 12 months of follow-up. The 5-year mortality rates were 71.5% for CVD<sub>A</sub>, 64.7% for CVD<sub>S</sub>, and 40.8% for CVD<sup>-</sup> (p < 0.001). Development of CVD<sub>S</sub> was associated with a substantially increased risk of mortality in the next 12 months. The development of CVDs was also associated with an increased risk of cardiovascular, as against non-cardiovascular, mortality (7.1% vs. 1.6%, p < 0.001).</p><p><strong>Conclusions: </strong>Approximately 50% of patients assigned to cancer chemotherapy developed CVD<sub>S</sub>, heralding a particularly high risk of mortality over the next 12 months. Both CVD<sub>A</sub> and CVD<sub>S</sub> are associated with substantial increases in mortality rates relative to those in CVD<sup>-</sup> patients. This increased risk merits close individual monitoring.</p>","PeriodicalId":9804,"journal":{"name":"Cardio-oncology","volume":"10 1","pages":"72"},"PeriodicalIF":3.2,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11481733/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142459177","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Expect the unexpected: fulminant myocardial cytotoxic Injury from Trabectedin. 出乎意料:曲安奈德引起的暴发性心肌细胞毒性损伤。
IF 3.2 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-10-15 DOI: 10.1186/s40959-024-00257-7
Annie J Tsay, Mohan Satish, Elizabeth Corley, Ashley Ezema, Neisha DeJesus, Stephen Wisely, Eileen McAleer, Chen Zhang, Su Yuan, Edwin Homan, Jennifer E Liu, Jonathan W Weinsaft, Sandra D'Angelo, Stephanie A Feldman, Angel T Chan

Background: Trabectedin (Tbt) is an alkylating agent prescribed for soft tissue sarcomas after treatment failure of first line agents. While cardiomyopathy can occur with Tbt treatment after anthracycline exposure, Tbt-induced fulminant myocardial cytotoxic injury in the setting of other systemic cytotoxicity associated with Tbt has not been reported.

Case presentation: 51-year-old female with hypertension, hyperlipidemia, metastatic leiomyosarcoma with progression of disease despite several lines of chemotherapy including doxorubicin-based therapy was started on Trabectedin (Tbt) 5 days prior to presentation with symptoms of fever, myalgias, arthralgias, and palpitations. She was admitted for management of rhabdomyolysis, acute kidney and liver injuries which were reportedly known to be associated with Tbt treatment. A baseline electrocardiogram (ECG) revealed sinus tachycardia with non-specific T-wave changes, and a transthoracic echocardiogram (TTE) was unremarkable. However, on day 3 of hospitalization, an episode of asymptomatic sustained monomorphic ventricular tachycardia with a heart rate of 150 beats per minute was captured on telemetry. A 12-lead ECG revealed new septal T-wave inversions. Labs revealed rising hs-TnI levels (peak at 37,933ng/L) and serum markers suggested multi-organ failure. Steroids were initiated given its role in treating multi-organ Tbt-induced toxicity. A cardiac MRI to rule out myocarditis and left heart catheterization to rule out obstructive coronary artery disease were forgone due to acute renal failure. A right heart catheterization with an endomyocardial biopsy was performed revealing normal cardiac filling pressures and indices. Pathology showed cytoplasmic vacuoles indicating drug-induced myocardial cytotoxicity. Serial echocardiograms revealed preserved biventricular function. The patient's clinical condition deteriorated with multi-organ failure despite maximal supportive care in the intensive care unit. She ultimately passed away, and an autopsy was declined.

Conclusion: This is the first reported case of fulminant myocardial injury after initiation of Tbt with histologic evidence of drug-induced myocardial cytotoxicity. While it is unclear if anthracyclines potentiate Tbt cytotoxic injury as in this case, it is plausible; and that Tbt-induced cardiotoxicity ranges from subclinical to fulminant. Given increasing use of Tbt in refractory high-grade sarcomas, raising awareness of its toxicity profile will improve early detection and outcomes.

背景:曲贝替丁(Tbt)是一种烷化剂,用于治疗一线药物治疗失败后的软组织肉瘤。虽然蒽环类药物暴露后接受 Tbt 治疗可能会发生心肌病,但在与 Tbt 相关的其他全身细胞毒性背景下,Tbt 引发的暴发性心肌细胞毒性损伤尚未见报道:51 岁女性,患有高血压、高脂血症和转移性白肌瘤,尽管接受了包括多柔比星在内的多线化疗,但病情仍有进展。发病前 5 天,她开始服用曲贝替丁(Tbt),并出现发热、肌痛、关节痛和心悸症状。据报道,横纹肌溶解症、急性肾损伤和肝损伤与 Tbt 治疗有关,因此她入院接受治疗。基线心电图(ECG)显示窦性心动过速,伴有非特异性T波改变,经胸超声心动图(TTE)无异常。然而,在住院的第 3 天,遥测记录到一次无症状的持续单形室性心动过速,心率为每分钟 150 次。12 导联心电图显示新的室间隔 T 波倒置。实验室检查显示 hs-TnI 水平不断升高(峰值为 37,933ng/L),血清标志物显示多器官功能衰竭。考虑到类固醇在治疗多器官结核毒性方面的作用,医生开始使用类固醇。由于急性肾功能衰竭,为排除心肌炎而进行的心脏核磁共振检查和为排除阻塞性冠状动脉疾病而进行的左心导管检查均被放弃。进行了右心导管检查和心内膜活检,发现心脏充盈压和指数正常。病理结果显示,细胞质空泡表明药物引起了心肌细胞毒性。连续的超声心动图显示双心室功能保持正常。尽管在重症监护室接受了最大程度的支持性治疗,但患者的临床状况仍因多个器官衰竭而恶化。她最终去世,但拒绝进行尸检:结论:这是首例报告的开始使用 Tbt 后出现暴发性心肌损伤的病例,组织学证据显示该药物诱发了心肌细胞毒性。虽然目前还不清楚蒽环类药物是否会加重本病例中的 Tbt 细胞毒性损伤,但这是有可能的;Tbt 引起的心脏毒性从亚临床到暴发性不等。鉴于 Tbt 在难治性高级别肉瘤中的应用越来越多,提高对其毒性特征的认识将改善早期发现和治疗效果。
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引用次数: 0
Association between QT prolongation and cardiovascular mortality in cancer patients. 癌症患者 QT 间期延长与心血管疾病死亡率之间的关系。
IF 3.2 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-10-12 DOI: 10.1186/s40959-024-00271-9
Cheng-Han Chan, Chih-Min Liu, Pei-Fen Chen, Li-Lien Liao, I-Chien Wu, Yu-Feng Hu

Background: Cancer patients' vulnerability to QT prolongation contradicts certain anti-cancer drug usage. Until now, the QT prolongation's impact on CV mortality in cancer patients remains unclear, potentially biasing therapeutic decisions.

Methods: This retrospective observational cohort included adult cancer patients with an electrocardiogram (ECG) performed in a tertiary hospital in Taiwan. The first performed ECGs after cancer diagnosis (n = 59,568) were analyzed. The corrected QT intervals by Bazett (QTcB), Fridericia (QTcFri), and Framingham (QTcFra) formulae were used to predict the 90-day and one-year CV mortality according to the Taiwan death registry.

Results: The AUC of QTcB (90 days: 0.70, 1 year: 0.68) for predicting CV mortality was better than QTcFri and QTcFra (90 days: 0.63 and 0.50, 1 year: 0.65 and 0.56). Using the restricted cubic spline regression model adjusted by age and comorbidities, QTcB increased a significant but trivial risk of CV mortality at 90 days (hazard ratio, 1.007, P = 0.02) and one year (1.006, P < 0.01). Compared to those with QTcB < 500ms, the patients with QTcB ≥ 500ms were older and had more comorbidities and mortalities within one year. The incidence of sudden death and ventricular arrhythmias was only 0.2%. After adjusting for comorbidities, QTcB was neither associated with 90-day nor one-year CV mortality. In the patients already with QTcB ≥ 500ms, the patients receiving the unexpected uses of QT-prolonging drugs were not associated with higher one-year CV mortality than those without (P = 0.14).

Conclusions: Rather than a prolonged QT interval per se, comorbidities contributed to CV mortality and irreversible outcomes in cancer patients.

背景:癌症患者容易出现 QT 间期延长,这与某些抗癌药物的使用相矛盾。迄今为止,QT 间期延长对癌症患者心血管疾病死亡率的影响仍不明确,可能会使治疗决策产生偏差:这项回顾性观察队列包括在台湾一家三甲医院接受心电图检查的成年癌症患者。分析了癌症确诊后的首次心电图(n = 59,568)。根据台湾死亡登记资料,采用巴泽特(QTcB)、弗里德里希(QTcFri)和弗莱明汉(QTcFra)公式校正 QT 间期,预测 90 天和一年的心血管疾病死亡率:结果:QTcB(90 天:0.70,1 年:0.68)预测 CV 死亡率的 AUC 优于 QTcFri 和 QTcFra(90 天:0.63 和 0.50,1 年:0.65 和 0.56)。使用经年龄和合并症调整的限制性三次样条回归模型,QTcB 在 90 天(危险比为 1.007,P = 0.02)和 1 年(1.006,P 结论:QTcB 显著增加了心血管疾病的死亡风险,但微不足道:在癌症患者中,并不是QT间期延长本身会导致心血管疾病死亡和不可逆转的结果,而是合并症。
{"title":"Association between QT prolongation and cardiovascular mortality in cancer patients.","authors":"Cheng-Han Chan, Chih-Min Liu, Pei-Fen Chen, Li-Lien Liao, I-Chien Wu, Yu-Feng Hu","doi":"10.1186/s40959-024-00271-9","DOIUrl":"https://doi.org/10.1186/s40959-024-00271-9","url":null,"abstract":"<p><strong>Background: </strong>Cancer patients' vulnerability to QT prolongation contradicts certain anti-cancer drug usage. Until now, the QT prolongation's impact on CV mortality in cancer patients remains unclear, potentially biasing therapeutic decisions.</p><p><strong>Methods: </strong>This retrospective observational cohort included adult cancer patients with an electrocardiogram (ECG) performed in a tertiary hospital in Taiwan. The first performed ECGs after cancer diagnosis (n = 59,568) were analyzed. The corrected QT intervals by Bazett (QTcB), Fridericia (QTcFri), and Framingham (QTcFra) formulae were used to predict the 90-day and one-year CV mortality according to the Taiwan death registry.</p><p><strong>Results: </strong>The AUC of QTcB (90 days: 0.70, 1 year: 0.68) for predicting CV mortality was better than QTcFri and QTcFra (90 days: 0.63 and 0.50, 1 year: 0.65 and 0.56). Using the restricted cubic spline regression model adjusted by age and comorbidities, QTcB increased a significant but trivial risk of CV mortality at 90 days (hazard ratio, 1.007, P = 0.02) and one year (1.006, P < 0.01). Compared to those with QTcB < 500ms, the patients with QTcB ≥ 500ms were older and had more comorbidities and mortalities within one year. The incidence of sudden death and ventricular arrhythmias was only 0.2%. After adjusting for comorbidities, QTcB was neither associated with 90-day nor one-year CV mortality. In the patients already with QTcB ≥ 500ms, the patients receiving the unexpected uses of QT-prolonging drugs were not associated with higher one-year CV mortality than those without (P = 0.14).</p><p><strong>Conclusions: </strong>Rather than a prolonged QT interval per se, comorbidities contributed to CV mortality and irreversible outcomes in cancer patients.</p>","PeriodicalId":9804,"journal":{"name":"Cardio-oncology","volume":"10 1","pages":"69"},"PeriodicalIF":3.2,"publicationDate":"2024-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11470720/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142459176","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predictors of trastuzumab-induced cardiotoxicity among racially and ethnically diverse patients with HER2-positive breast cancer. 不同种族和族裔的 HER2 阳性乳腺癌患者中曲妥珠单抗诱发心脏毒性的预测因素。
IF 3.2 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-10-12 DOI: 10.1186/s40959-024-00272-8
Anna Vaynrub, Leila Mishalani, Jayant Raikhelkar, Katherine D Crew

Background: While trastuzumab has been shown to improve disease-free and overall survival in patients with HER2-positive breast cancer, it may also cause trastuzumab-induced cardiotoxicity (TIC). Although racial and ethnic minorities are at higher risk for cardiovascular disease (CVD) compared to non-Hispanic Whites (NHW), limited data exists on TIC incidence in diverse multi-ethnic populations. Our objective was to assess racial and ethnic differences in TIC and left ventricular ejection fraction (LVEF) recovery among patients with HER2-positive breast cancer.

Methods: We conducted a retrospective cohort study including patients diagnosed with stage I-III HER2-positive breast cancer between 2007 and 2022 who had received adjuvant trastuzumab. We analyzed associations between sociodemographic factors, tumor characteristics, treatment regimens, and CVD risk factors with the primary outcomes of TIC and LVEF recovery, using multivariable logistic regression models. TIC was defined as > 10% decrease in LVEF to an overall LVEF < 50%; LVEF recovery as a return to a LVEF > 50%.

Results: Among 496 evaluable patients, median age was 53 years (IQR: 45.0-62.0) with 36.6% NHW, 15.8% non-Hispanic Black (NHB), 27.8% Hispanic, and 19.8% Other. Fifty-three (10.6%) patients developed TIC, half of whom experienced LVEF recovery. Compared to NHW, NHB had a higher rate of TIC (9.3% vs. 17.7%, respectively) and lower rate of LVEF recovery (70.6% vs. 21.4%, respectively), however, race/ethnicity was not a significant predictor of TIC after adjusting for confounders. Increasing age, lower baseline LVEF, anthracycline use, and presence of hypertension or coronary artery disease were significantly associated with TIC in multivariable analysis.

Conclusions: TIC was more common among NHB compared to NHW, however, Black race was not consistently associated with TIC after adjustment for CVD risk factors. This suggests that CVD comorbidities (e.g., hypertension) that more frequently affect racial and ethnic minorities and are modifiable may explain differences in TIC incidence and recovery.

背景:虽然曲妥珠单抗已被证明能提高HER2阳性乳腺癌患者的无病生存率和总生存率,但它也可能引起曲妥珠单抗诱导的心脏毒性(TIC)。虽然与非西班牙裔白人(NHW)相比,少数种族和族裔患心血管疾病(CVD)的风险更高,但有关不同多种族人群中 TIC 发生率的数据却很有限。我们的目的是评估 HER2 阳性乳腺癌患者中 TIC 和左心室射血分数(LVEF)恢复的种族和民族差异:我们进行了一项回顾性队列研究,研究对象包括 2007 年至 2022 年期间确诊为 I-III 期 HER2 阳性乳腺癌并接受曲妥珠单抗辅助治疗的患者。我们使用多变量逻辑回归模型分析了社会人口学因素、肿瘤特征、治疗方案和心血管疾病风险因素与TIC和LVEF恢复这两项主要结果之间的关系。TIC的定义是LVEF下降>10%,总体LVEF为50%:在 496 名可评估的患者中,中位年龄为 53 岁(IQR:45.0-62.0),36.6% 为白种人,15.8% 为非西班牙裔黑人(NHB),27.8% 为西班牙裔,19.8% 为其他族裔。53名患者(10.6%)出现了TIC,其中半数患者的LVEF得到了恢复。与 NHW 相比,NHB 的 TIC 发生率更高(分别为 9.3% 对 17.7%),LVEF 恢复率更低(分别为 70.6% 对 21.4%),然而,在调整了混杂因素后,种族/民族并不是 TIC 的重要预测因素。在多变量分析中,年龄增加、基线LVEF降低、使用蒽环类药物、患有高血压或冠状动脉疾病与TIC显著相关:结论:与NHW相比,TIC在NHB中更为常见,但在调整心血管疾病风险因素后,黑人种族与TIC的关系并不一致。这表明,心血管疾病并发症(如高血压)对少数种族和族裔的影响更大,而且是可以改变的,这可能解释了TIC发病率和恢复情况的差异。
{"title":"Predictors of trastuzumab-induced cardiotoxicity among racially and ethnically diverse patients with HER2-positive breast cancer.","authors":"Anna Vaynrub, Leila Mishalani, Jayant Raikhelkar, Katherine D Crew","doi":"10.1186/s40959-024-00272-8","DOIUrl":"https://doi.org/10.1186/s40959-024-00272-8","url":null,"abstract":"<p><strong>Background: </strong>While trastuzumab has been shown to improve disease-free and overall survival in patients with HER2-positive breast cancer, it may also cause trastuzumab-induced cardiotoxicity (TIC). Although racial and ethnic minorities are at higher risk for cardiovascular disease (CVD) compared to non-Hispanic Whites (NHW), limited data exists on TIC incidence in diverse multi-ethnic populations. Our objective was to assess racial and ethnic differences in TIC and left ventricular ejection fraction (LVEF) recovery among patients with HER2-positive breast cancer.</p><p><strong>Methods: </strong>We conducted a retrospective cohort study including patients diagnosed with stage I-III HER2-positive breast cancer between 2007 and 2022 who had received adjuvant trastuzumab. We analyzed associations between sociodemographic factors, tumor characteristics, treatment regimens, and CVD risk factors with the primary outcomes of TIC and LVEF recovery, using multivariable logistic regression models. TIC was defined as > 10% decrease in LVEF to an overall LVEF < 50%; LVEF recovery as a return to a LVEF > 50%.</p><p><strong>Results: </strong>Among 496 evaluable patients, median age was 53 years (IQR: 45.0-62.0) with 36.6% NHW, 15.8% non-Hispanic Black (NHB), 27.8% Hispanic, and 19.8% Other. Fifty-three (10.6%) patients developed TIC, half of whom experienced LVEF recovery. Compared to NHW, NHB had a higher rate of TIC (9.3% vs. 17.7%, respectively) and lower rate of LVEF recovery (70.6% vs. 21.4%, respectively), however, race/ethnicity was not a significant predictor of TIC after adjusting for confounders. Increasing age, lower baseline LVEF, anthracycline use, and presence of hypertension or coronary artery disease were significantly associated with TIC in multivariable analysis.</p><p><strong>Conclusions: </strong>TIC was more common among NHB compared to NHW, however, Black race was not consistently associated with TIC after adjustment for CVD risk factors. This suggests that CVD comorbidities (e.g., hypertension) that more frequently affect racial and ethnic minorities and are modifiable may explain differences in TIC incidence and recovery.</p>","PeriodicalId":9804,"journal":{"name":"Cardio-oncology","volume":"10 1","pages":"68"},"PeriodicalIF":3.2,"publicationDate":"2024-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11470559/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142459179","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparison of heart failure risk assessment tools among cancer survivors. 癌症幸存者心力衰竭风险评估工具的比较。
IF 3.2 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-10-11 DOI: 10.1186/s40959-024-00267-5
Cheng Hwee Soh, Thomas H Marwick

Background: Cancer survivors have an increased risk of incident heart failure (HF) attributable to shared risk factors and cancer treatment-induced cardiac dysfunction. Selection for HF screening depends on risk assessment, but the optimal means of assessing risk is undefined. We undertook a comparison of HF risk calculators among survivors.

Methods: In this study from the UK Biobank, cancer and HF diagnoses were determined based on the International Classification of Diseases (ICD)-10 code and non-cancer participants were included as controls. Participants' risk of incident HF was determined using the Heart Failure Association-International Cardio-oncology Society (HFA-ICOS), the Atherosclerosis Risk in Communities (ARIC-HF) and the Pooled Cohort Equations to Prevent Heart Failure (PCP-HF). The predictive performances of each were compared using the area under the curve (AUC).

Results: After propensity matching with age and sex, 9,232 survivors from breast cancer or lymphoma (mean age 59.9 years, 87.8% female), and 23,800 survivors from other cancer types (mean age 59.1 years, 85.8% female) were included in the analysis. The discriminative value for HFA-ICOS (AUC 0.753 [95%CI: 0.739-0.766]) and ARIC-HF (0.757 [95%CI: 0.744-0.770]) were similar, and superior to PCP-HF (0.717 [95%CI: 0.702-0.732]). The overall performance for each risk score was better among participants in other cancer types than those with breast cancer and lymphoma.

Conclusions: HFA-ICOS and ARIC-HF outperformed the PCP-HF among cancer- and non-cancer cohort, although all showed modest discrimination for incident HF to be applied to clinical practice. A cancer-specific HF prediction tool could facilitate HF prevention among survivors.

背景:癌症幸存者发生心力衰竭(HF)的风险增加,这归因于共同的风险因素和癌症治疗引起的心功能障碍。高血压筛查的选择取决于风险评估,但风险评估的最佳方法尚未确定。我们对幸存者中的高血压风险计算器进行了比较:在这项来自英国生物库的研究中,癌症和高血压诊断是根据国际疾病分类(ICD)-10 编码确定的,非癌症参与者被列为对照组。采用心力衰竭协会-国际心脏病-肿瘤协会(HFA-ICOS)、社区动脉粥样硬化风险(ARIC-HF)和预防心力衰竭队列汇总方程(PCP-HF)确定参与者发生心力衰竭的风险。结果:根据年龄和性别进行倾向匹配后,9232 名乳腺癌或淋巴瘤幸存者(平均年龄 59.9 岁,87.8% 为女性)和 23800 名其他类型癌症幸存者(平均年龄 59.1 岁,85.8% 为女性)被纳入分析。HFA-ICOS(AUC 0.753 [95%CI:0.739-0.766])和 ARIC-HF(0.757 [95%CI:0.744-0.770])的判别值相似,优于 PCP-HF(0.717 [95%CI:0.702-0.732])。与乳腺癌和淋巴瘤患者相比,其他癌症类型参与者的各风险评分的总体表现更好:结论:HFA-ICOS和ARIC-HF在癌症和非癌症队列中的表现优于PCP-HF,但它们对HF事件的区分度都不高,无法应用于临床实践。癌症特异性高血压预测工具有助于幸存者预防高血压。
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引用次数: 0
Building a machine learning-assisted echocardiography prediction tool for children at risk for cancer therapy-related cardiomyopathy. 为有癌症治疗相关心肌病风险的儿童建立机器学习辅助超声心动图预测工具。
IF 3.2 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-10-09 DOI: 10.1186/s40959-024-00268-4
Lindsay A Edwards, Christina Yang, Surbhi Sharma, Zih-Hua Chen, Lahari Gorantla, Sanika A Joshi, Nicolas J Longhi, Nahom Worku, Jamie S Yang, Brandy Martinez Di Pietro, Saro Armenian, Aarti Bhat, William Border, Sujatha Buddhe, Nancy Blythe, Kayla Stratton, Kasey J Leger, Wendy M Leisenring, Lillian R Meacham, Paul C Nathan, Shanti Narasimhan, Ritu Sachdeva, Karim Sadak, Eric J Chow, Patrick M Boyle

Background: Despite routine echocardiographic surveillance for childhood cancer survivors, the ability to predict cardiomyopathy risk in individual patients is limited. We explored the feasibility and optimal processes for machine learning-enhanced cardiomyopathy prediction in survivors using serial echocardiograms from five centers.

Methods: We designed a series of deep convolutional neural networks (DCNNs) for prediction of cardiomyopathy (shortening fraction ≤ 28% or ejection fraction ≤ 50% on two occasions) for at-risk survivors ≥ 1-year post initial cancer therapy. We built DCNNs with four subsets of echocardiographic data differing in timing relative to case (survivor who developed cardiomyopathy) index diagnosis and two input formats (montages) with differing image selections. We used holdout subsets in a 10-fold cross-validation framework and standard metrics to assess model performance (e.g., F1-score, area under the precision-recall curve [AUPRC]). Performance of the input formats was compared using a combined 5 × 2 cross-validation F-test.

Results: The dataset included 542 pairs of montages: 171 montage pairs from 45 cases at time of cardiomyopathy diagnosis or pre-diagnosis and 371 pairs from 70 at-risk survivors who didn't develop cardiomyopathy during follow-up (non-case). The DCNN trained to distinguish between non-case and time of cardiomyopathy diagnosis or pre-diagnosis case montages achieved an AUROC of 0.89 ± 0.02, AUPRC 0.83 ± 0.03, and F1-score: 0.76 ± 0.04. When limited to smaller subsets of case data (e.g., ≥ 1 or 2 years pre-diagnosis), performance worsened. Model input format did not impact performance accuracy across models.

Conclusions: This methodology is a promising first step toward development of a DCNN capable of accurately differentiating pre-diagnosis versus non-case echocardiograms to predict survivors more likely to develop cardiomyopathy.

背景:尽管对儿童癌症幸存者进行了常规超声心动图监测,但预测个别患者心肌病风险的能力仍然有限。我们利用五个中心的连续超声心动图,探索了机器学习增强型心肌病预测的可行性和最佳流程:我们设计了一系列深度卷积神经网络(DCNN),用于预测首次癌症治疗后≥1年的高危幸存者的心肌病(两次缩短率≤28%或射血分数≤50%)。我们使用四个超声心动图数据子集构建了 DCNN,这些数据子集的时间相对于病例(发生心肌病的幸存者)指数诊断和两种输入格式(蒙太奇)具有不同的图像选择。我们在 10 倍交叉验证框架中使用了保留子集和标准指标来评估模型性能(如 F1 分数、精度-召回曲线下面积 [AUPRC])。使用 5 × 2 交叉验证 F 测试对输入格式的性能进行了比较:数据集包括 542 对蒙太奇:数据集包括 542 对蒙太奇:171 对蒙太奇来自 45 个心肌病诊断时或诊断前的病例,371 对蒙太奇来自 70 个在随访期间未患心肌病的高危幸存者(非病例)。为区分非病例与心肌病诊断或诊断前病例蒙太奇而训练的 DCNN 的 AUROC 为 0.89 ± 0.02,AUPRC 为 0.83 ± 0.03,F1-score 为 0.76 ± 0.04。当局限于较小的病例数据子集时(如诊断前≥ 1 年或 2 年),性能有所下降。模型输入格式对不同模型的性能准确性没有影响:该方法是开发 DCNN 的有希望的第一步,DCNN 能够准确区分诊断前与非病例超声心动图,从而预测更有可能患心肌病的幸存者。
{"title":"Building a machine learning-assisted echocardiography prediction tool for children at risk for cancer therapy-related cardiomyopathy.","authors":"Lindsay A Edwards, Christina Yang, Surbhi Sharma, Zih-Hua Chen, Lahari Gorantla, Sanika A Joshi, Nicolas J Longhi, Nahom Worku, Jamie S Yang, Brandy Martinez Di Pietro, Saro Armenian, Aarti Bhat, William Border, Sujatha Buddhe, Nancy Blythe, Kayla Stratton, Kasey J Leger, Wendy M Leisenring, Lillian R Meacham, Paul C Nathan, Shanti Narasimhan, Ritu Sachdeva, Karim Sadak, Eric J Chow, Patrick M Boyle","doi":"10.1186/s40959-024-00268-4","DOIUrl":"10.1186/s40959-024-00268-4","url":null,"abstract":"<p><strong>Background: </strong>Despite routine echocardiographic surveillance for childhood cancer survivors, the ability to predict cardiomyopathy risk in individual patients is limited. We explored the feasibility and optimal processes for machine learning-enhanced cardiomyopathy prediction in survivors using serial echocardiograms from five centers.</p><p><strong>Methods: </strong>We designed a series of deep convolutional neural networks (DCNNs) for prediction of cardiomyopathy (shortening fraction ≤ 28% or ejection fraction ≤ 50% on two occasions) for at-risk survivors ≥ 1-year post initial cancer therapy. We built DCNNs with four subsets of echocardiographic data differing in timing relative to case (survivor who developed cardiomyopathy) index diagnosis and two input formats (montages) with differing image selections. We used holdout subsets in a 10-fold cross-validation framework and standard metrics to assess model performance (e.g., F1-score, area under the precision-recall curve [AUPRC]). Performance of the input formats was compared using a combined 5 × 2 cross-validation F-test.</p><p><strong>Results: </strong>The dataset included 542 pairs of montages: 171 montage pairs from 45 cases at time of cardiomyopathy diagnosis or pre-diagnosis and 371 pairs from 70 at-risk survivors who didn't develop cardiomyopathy during follow-up (non-case). The DCNN trained to distinguish between non-case and time of cardiomyopathy diagnosis or pre-diagnosis case montages achieved an AUROC of 0.89 ± 0.02, AUPRC 0.83 ± 0.03, and F1-score: 0.76 ± 0.04. When limited to smaller subsets of case data (e.g., ≥ 1 or 2 years pre-diagnosis), performance worsened. Model input format did not impact performance accuracy across models.</p><p><strong>Conclusions: </strong>This methodology is a promising first step toward development of a DCNN capable of accurately differentiating pre-diagnosis versus non-case echocardiograms to predict survivors more likely to develop cardiomyopathy.</p>","PeriodicalId":9804,"journal":{"name":"Cardio-oncology","volume":"10 1","pages":"66"},"PeriodicalIF":3.2,"publicationDate":"2024-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11462765/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142388385","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Cardio-oncology
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