Liver iron concentration thresholds: Where do they really come from?

IF 7.6 2区 医学 Q1 HEMATOLOGY
HemaSphere Pub Date : 2025-04-04 DOI:10.1002/hem3.70122
Lukas Müller, Diego Hernando, Moniba Nazeef, Scott B. Reeder
{"title":"Liver iron concentration thresholds: Where do they really come from?","authors":"Lukas Müller,&nbsp;Diego Hernando,&nbsp;Moniba Nazeef,&nbsp;Scott B. Reeder","doi":"10.1002/hem3.70122","DOIUrl":null,"url":null,"abstract":"<p>Systemic iron overload arises from a variety of causes, including genetic disorders of iron absorption, repeated blood transfusions, hemolytic anemias, hematologic malignancies, and chronic liver disease, among others.<span><sup>1</sup></span> The body lacks mechanisms for active elimination of excess iron, leading to accumulation in the liver, spleen, pancreas, endocrine glands, bone marrow, and heart. Excess iron is toxic and leads to organ dysfunction and early mortality, typically from heart failure or end-stage liver disease.<span><sup>2</sup></span></p><p>Treatment for iron overload aims to prevent complications through therapeutic phlebotomy or chelation, depending on the underlying etiology.<span><sup>3</sup></span> Early detection and quantification of total body iron (TBI) stores are critical for timely intervention before irreversible damage occurs. Importantly, phlebotomy and chelation have notable side effects and high costs.<span><sup>4</sup></span> For these reasons, accurate monitoring of TBI is essential to initiate and monitor treatment. Although serum ferritin (SF) is the simplest means to assess TBI, it is an acute phase reactant often confounded by unrelated factors and may not accurately reflect TBI. Moreover, up to 30% of patients exhibit a discrepancy in their response to chelation therapy as assessed by changes in SF and liver iron concentration (LIC).<span><sup>5</sup></span></p><p>Importantly, TBI is linearly and highly correlated with LIC. LIC is widely accepted as a surrogate of TBI,<span><sup>6</sup></span> and its accurate measurement leads to informed objective management strategies.<span><sup>7</sup></span> For this reason, LIC measurement is included in current guidelines for the surveillance and treatment of systemic iron overload.<span><sup>1, 2, 8</sup></span></p><p>Historically, LIC has been assessed using non-targeted biopsy combined with spectrophotometric assays.<span><sup>9</sup></span> LIC can be reported interchangeably as milligrams of iron per gram of dry liver tissue (mg Fe/g dry, or mg/g) or micromoles of iron per gram of dry tissue (μmol Fe/g dry, or μmol/g).<span><sup>2</sup></span> Although biopsy is accepted as the reference to assess LIC, it is invasive and expensive, suffers from sampling variability, and is contraindicated in patients with bleeding diatheses.<span><sup>10</sup></span> Fortunately, LIC can be assessed noninvasively with high accuracy and precision using state-of-the-art magnetic resonance imaging (MRI).<span><sup>2, 6</sup></span></p><p>St Pierre et al.<span><sup>11</sup></span> summarized LIC thresholds as follows: &lt;1.8 mg/g, normal; 3.2 mg/g, the lower limit of the optimal range for chelation therapy; 7.0 mg/g, the upper limit of the optimal range for chelation therapy; &gt;7.0 mg/g, increased risk of complications including liver fibrosis and diabetes; &gt;15.0 mg/g, greatly increased risk for cardiac disease and early death. Current patient management guidelines rely on these thresholds<span><sup>1, 8</sup></span> and are widely used for clinical decision-making. But do we know where they come from and the evidence behind their use?</p><p>The LIC threshold of 1.8 mg/g, often cited as upper threshold of “normal,” is based on a single study from 1986<span><sup>12</sup></span> established using \"autopsy liver biopsy specimens obtained from 40 subjects who had suffered sudden death,” with no other detail.<span><sup>12</sup></span> Another frequently cited study defined the “normal” LIC range as 0.6–1.2 mg/g<span><sup>4, 13</sup></span> using a Superconducting Quantum Interference Device (SQUID) in “twenty normal hospital personnel.”<span><sup>14</sup></span> Importantly, these authors did not propose any thresholds. Rather, we assume this range was inferred from figure 2 of this work,<span><sup>14</sup></span> by Olivieri and Brittenham in a review article published in 1997,<span><sup>13</sup></span> which serves as the basis for subsequent guidelines.</p><p>LIC values in the range of 3.2–7.0 mg/g are considered “optimal” for chelation therapy,<span><sup>4, 13</sup></span> intended to “minimize both the risk of adverse effects from the iron-chelating agent and the risk of complications from iron overload.”<span><sup>13</sup></span> Remarkably, this widely accepted “optimal” window for chelation therapy in patients with transfusion-dependent <i>thalassemia</i> was derived solely in patients with <i>heterozygous hemochromatosis</i>.<span><sup>1, 15, 16</sup></span></p><p>Specifically, the lower threshold of 3.2 mg/g is based on a single study by Cartwright et al.<span><sup>15</sup></span> in 145 patients with heterozygous hemochromatosis. No patient received chelation therapy, none had ill effects of iron overload, and all had normal life expectancy. Importantly, this group had a mean LIC of 3.2 mg/g, as cited by two influential review articles,<span><sup>4, 13</sup></span> establishing 3.2 mg/g as the lower threshold for chelation treatment for <i>all etiologies</i> of iron overload. It is noteworthy that the 1.8–3.2 mg/g range remains entirely undefined. Although the evidence from Cartwright et al. is relatively weak, the rationale for withholding chelation therapy in patients with LIC less than 3.2 mg/g has merit.</p><p>The upper threshold of 7.0 mg/g defining the range for “optimal” chelation therapy is based on studies that do not specify any threshold values.<span><sup>17-19</sup></span> Rather, in their review articles, Olivieri et al. and Kushner et al.<span><sup>4, 13</sup></span> extrapolated the original data<span><sup>17-19</sup></span> to establish an association of this threshold with complications. Specifically, they asserted that patients with LIC exceeding 7.0 mg/g had an increased risk of diabetes and liver fibrosis.<span><sup>4, 13</sup></span> However, based on our review, we could only identify data that demonstrate an increased risk of liver fibrosis when LIC exceeds 7.0 mg/g (figure 1 in Loréal et al.<span><sup>19</sup></span>). None of the original studies<span><sup>17-19</sup></span> demonstrated an association between LIC and risk of diabetes. Notably, a recent cohort study<span><sup>20</sup></span> on transfusion-dependent thalassemia on 427 patients found that an LIC &gt; 8.0 mg/g was associated with an increased risk of cardiovascular-related and all-cause mortality.</p><p>When LIC exceeds 15.0 mg/g, patients are at “greatly increased risk for iron-induced cardiac disease and early death,” and treatment escalation is recommended.<span><sup>13</sup></span> This threshold ultimately traces back to a single paper from 1994.<span><sup>21</sup></span> In this study, Brittenham et al. investigated the risk of premature death and cardiac complications in 59 patients with <i>thalassemia major</i>, but do not mention a threshold of 15.0 mg/g. We assume this threshold is inferred by Olivieri et al. and Kushner et al.<span><sup>4, 13</sup></span> from the data reported by Brittenham et al.<span><sup>21</sup></span> Specifically, figure 2 from Brittenham et al.<span><sup>21</sup></span> indicates that a ratio of transfusional iron load to deferoxamine use exceeding 0.6 increases the risk of cardiac complications and premature death. Extrapolating from figure 1, a ratio exceeding 0.6 corresponds to LIC of 15.0 mg/g or higher.<span><sup>21</sup></span> We presume this to be the origin of this widely cited threshold.</p><p>Table 1 provides a nested summary of current guidelines, review articles on which guidelines are based, and foundational references that provide original sources of data used by the review articles and guidelines to establish the LIC thresholds discussed earlier. Notably, other reviews and expert recommendations suggest alternative cutoffs, without direct reference to supporting data.<span><sup>22, 23</sup></span></p><p>In our view, the level of evidence<span><sup>24</sup></span> that supports current LIC thresholds is low. These thresholds are based on sparse or indirect data derived from small patient populations at single centers in narrow patient populations, raising questions about the applicability and generalizability of these thresholds. This gap in knowledge represents a significant need to reevaluate the validity of these thresholds and their clinical utility, based on larger and more diverse datasets.</p><p>Although liver biopsy is no longer widely used, quantitative MRI methods are increasingly available as commercial applications from all major MRI vendors.<span><sup>2</sup></span> Modern MRI methods can assess LIC accurately and precisely within a 20 s breath-hold, at a cost similar to ultrasound.<span><sup>25</sup></span> It is noteworthy that MRI-based LIC estimates are highly correlated and fully calibrated with biopsy-based LIC measurements on all major vendors and at commonly used field strengths. Thus, MRI-based LIC estimates and thresholds are equivalent to those determined by biopsy. In this way, modern quantitative MRI methods provide a viable and standardized means to collect comprehensive data across a wide spectrum of iron overload etiologies in diverse patient populations that suffer from iron overload. The increasingly widespread availability of MRI-based LIC measurements presents a valuable opportunity for the hematology and radiology communities to collaborate to develop a broader strategy. Such a strategy might include registries or other mechanisms needed to refine and reassess the generalizability and applicability of LIC thresholds that are used in treatment decisions and their impact on prognosis. We invite experts in both fields to join in this effort.</p><p>All authors drafted and revised the manuscript content.</p><p>The authors wish to acknowledge support from GE Healthcare who provide research support to the University of Wisconsin. Furthermore, Dr. Reeder is supported by the John H. Juhl Endowed Chair of Radiology. Moniba Nazeef is supported by the Kathy Mosher faculty fellowship in Sickle Cell Disease.</p><p>This research received no funding.</p>","PeriodicalId":12982,"journal":{"name":"HemaSphere","volume":"9 4","pages":""},"PeriodicalIF":7.6000,"publicationDate":"2025-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/hem3.70122","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"HemaSphere","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/hem3.70122","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"HEMATOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Systemic iron overload arises from a variety of causes, including genetic disorders of iron absorption, repeated blood transfusions, hemolytic anemias, hematologic malignancies, and chronic liver disease, among others.1 The body lacks mechanisms for active elimination of excess iron, leading to accumulation in the liver, spleen, pancreas, endocrine glands, bone marrow, and heart. Excess iron is toxic and leads to organ dysfunction and early mortality, typically from heart failure or end-stage liver disease.2

Treatment for iron overload aims to prevent complications through therapeutic phlebotomy or chelation, depending on the underlying etiology.3 Early detection and quantification of total body iron (TBI) stores are critical for timely intervention before irreversible damage occurs. Importantly, phlebotomy and chelation have notable side effects and high costs.4 For these reasons, accurate monitoring of TBI is essential to initiate and monitor treatment. Although serum ferritin (SF) is the simplest means to assess TBI, it is an acute phase reactant often confounded by unrelated factors and may not accurately reflect TBI. Moreover, up to 30% of patients exhibit a discrepancy in their response to chelation therapy as assessed by changes in SF and liver iron concentration (LIC).5

Importantly, TBI is linearly and highly correlated with LIC. LIC is widely accepted as a surrogate of TBI,6 and its accurate measurement leads to informed objective management strategies.7 For this reason, LIC measurement is included in current guidelines for the surveillance and treatment of systemic iron overload.1, 2, 8

Historically, LIC has been assessed using non-targeted biopsy combined with spectrophotometric assays.9 LIC can be reported interchangeably as milligrams of iron per gram of dry liver tissue (mg Fe/g dry, or mg/g) or micromoles of iron per gram of dry tissue (μmol Fe/g dry, or μmol/g).2 Although biopsy is accepted as the reference to assess LIC, it is invasive and expensive, suffers from sampling variability, and is contraindicated in patients with bleeding diatheses.10 Fortunately, LIC can be assessed noninvasively with high accuracy and precision using state-of-the-art magnetic resonance imaging (MRI).2, 6

St Pierre et al.11 summarized LIC thresholds as follows: <1.8 mg/g, normal; 3.2 mg/g, the lower limit of the optimal range for chelation therapy; 7.0 mg/g, the upper limit of the optimal range for chelation therapy; >7.0 mg/g, increased risk of complications including liver fibrosis and diabetes; >15.0 mg/g, greatly increased risk for cardiac disease and early death. Current patient management guidelines rely on these thresholds1, 8 and are widely used for clinical decision-making. But do we know where they come from and the evidence behind their use?

The LIC threshold of 1.8 mg/g, often cited as upper threshold of “normal,” is based on a single study from 198612 established using "autopsy liver biopsy specimens obtained from 40 subjects who had suffered sudden death,” with no other detail.12 Another frequently cited study defined the “normal” LIC range as 0.6–1.2 mg/g4, 13 using a Superconducting Quantum Interference Device (SQUID) in “twenty normal hospital personnel.”14 Importantly, these authors did not propose any thresholds. Rather, we assume this range was inferred from figure 2 of this work,14 by Olivieri and Brittenham in a review article published in 1997,13 which serves as the basis for subsequent guidelines.

LIC values in the range of 3.2–7.0 mg/g are considered “optimal” for chelation therapy,4, 13 intended to “minimize both the risk of adverse effects from the iron-chelating agent and the risk of complications from iron overload.”13 Remarkably, this widely accepted “optimal” window for chelation therapy in patients with transfusion-dependent thalassemia was derived solely in patients with heterozygous hemochromatosis.1, 15, 16

Specifically, the lower threshold of 3.2 mg/g is based on a single study by Cartwright et al.15 in 145 patients with heterozygous hemochromatosis. No patient received chelation therapy, none had ill effects of iron overload, and all had normal life expectancy. Importantly, this group had a mean LIC of 3.2 mg/g, as cited by two influential review articles,4, 13 establishing 3.2 mg/g as the lower threshold for chelation treatment for all etiologies of iron overload. It is noteworthy that the 1.8–3.2 mg/g range remains entirely undefined. Although the evidence from Cartwright et al. is relatively weak, the rationale for withholding chelation therapy in patients with LIC less than 3.2 mg/g has merit.

The upper threshold of 7.0 mg/g defining the range for “optimal” chelation therapy is based on studies that do not specify any threshold values.17-19 Rather, in their review articles, Olivieri et al. and Kushner et al.4, 13 extrapolated the original data17-19 to establish an association of this threshold with complications. Specifically, they asserted that patients with LIC exceeding 7.0 mg/g had an increased risk of diabetes and liver fibrosis.4, 13 However, based on our review, we could only identify data that demonstrate an increased risk of liver fibrosis when LIC exceeds 7.0 mg/g (figure 1 in Loréal et al.19). None of the original studies17-19 demonstrated an association between LIC and risk of diabetes. Notably, a recent cohort study20 on transfusion-dependent thalassemia on 427 patients found that an LIC > 8.0 mg/g was associated with an increased risk of cardiovascular-related and all-cause mortality.

When LIC exceeds 15.0 mg/g, patients are at “greatly increased risk for iron-induced cardiac disease and early death,” and treatment escalation is recommended.13 This threshold ultimately traces back to a single paper from 1994.21 In this study, Brittenham et al. investigated the risk of premature death and cardiac complications in 59 patients with thalassemia major, but do not mention a threshold of 15.0 mg/g. We assume this threshold is inferred by Olivieri et al. and Kushner et al.4, 13 from the data reported by Brittenham et al.21 Specifically, figure 2 from Brittenham et al.21 indicates that a ratio of transfusional iron load to deferoxamine use exceeding 0.6 increases the risk of cardiac complications and premature death. Extrapolating from figure 1, a ratio exceeding 0.6 corresponds to LIC of 15.0 mg/g or higher.21 We presume this to be the origin of this widely cited threshold.

Table 1 provides a nested summary of current guidelines, review articles on which guidelines are based, and foundational references that provide original sources of data used by the review articles and guidelines to establish the LIC thresholds discussed earlier. Notably, other reviews and expert recommendations suggest alternative cutoffs, without direct reference to supporting data.22, 23

In our view, the level of evidence24 that supports current LIC thresholds is low. These thresholds are based on sparse or indirect data derived from small patient populations at single centers in narrow patient populations, raising questions about the applicability and generalizability of these thresholds. This gap in knowledge represents a significant need to reevaluate the validity of these thresholds and their clinical utility, based on larger and more diverse datasets.

Although liver biopsy is no longer widely used, quantitative MRI methods are increasingly available as commercial applications from all major MRI vendors.2 Modern MRI methods can assess LIC accurately and precisely within a 20 s breath-hold, at a cost similar to ultrasound.25 It is noteworthy that MRI-based LIC estimates are highly correlated and fully calibrated with biopsy-based LIC measurements on all major vendors and at commonly used field strengths. Thus, MRI-based LIC estimates and thresholds are equivalent to those determined by biopsy. In this way, modern quantitative MRI methods provide a viable and standardized means to collect comprehensive data across a wide spectrum of iron overload etiologies in diverse patient populations that suffer from iron overload. The increasingly widespread availability of MRI-based LIC measurements presents a valuable opportunity for the hematology and radiology communities to collaborate to develop a broader strategy. Such a strategy might include registries or other mechanisms needed to refine and reassess the generalizability and applicability of LIC thresholds that are used in treatment decisions and their impact on prognosis. We invite experts in both fields to join in this effort.

All authors drafted and revised the manuscript content.

The authors wish to acknowledge support from GE Healthcare who provide research support to the University of Wisconsin. Furthermore, Dr. Reeder is supported by the John H. Juhl Endowed Chair of Radiology. Moniba Nazeef is supported by the Kathy Mosher faculty fellowship in Sickle Cell Disease.

This research received no funding.

肝铁浓度阈值:它们真正来自哪里?
系统性铁超载由多种原因引起,包括铁吸收的遗传性疾病、反复输血、溶血性贫血、血液恶性肿瘤和慢性肝病等人体缺乏主动清除多余铁的机制,导致铁在肝脏、脾脏、胰腺、内分泌腺、骨髓和心脏中积聚。过量的铁是有毒的,会导致器官功能障碍和早期死亡,通常是心力衰竭或终末期肝病。治疗铁超载的目的是通过治疗性静脉切开术或螯合来预防并发症,这取决于潜在的病因早期检测和定量测定全身铁(TBI)储量对于在不可逆损伤发生前及时干预至关重要。重要的是,静脉切开术和螯合有明显的副作用和高昂的费用由于这些原因,准确监测脑外伤对启动和监测治疗至关重要。虽然血清铁蛋白(SF)是评估TBI最简单的方法,但它是一个急性期反应物,经常被不相关的因素混淆,可能不能准确反映TBI。此外,通过SF和肝铁浓度(LIC)的变化来评估,高达30%的患者对螯合治疗的反应存在差异。重要的是,TBI与LIC呈高度线性相关。LIC被广泛接受为TBI的替代品,其准确的测量导致知情的目标管理策略出于这个原因,LIC测量包括在目前的指导方针中,用于监测和治疗系统性铁超载。1,2,8历史上,使用非靶向活检结合分光光度测定来评估LICLIC可以交替报道为每克干肝组织中铁的毫克数(mg Fe/g dry,或mg/g)或每克干组织中铁的微摩尔数(μmol Fe/g dry,或μmol/g)虽然活检被接受为评估LIC的参考,但它是侵入性的,昂贵的,采样的可变性,并且在出血性糖尿病患者中是禁忌的幸运的是,LIC可以使用最先进的磁共振成像(MRI)进行无创、高精度的评估。26 st Pierre等人11总结LIC阈值为:1.8 mg/g,正常;3.2 mg/g,螯合治疗的最佳范围下限;7.0 mg/g,螯合治疗的最佳范围上限;&gt;7.0 mg/g,肝纤维化和糖尿病等并发症风险增加;15.0毫克/克,大大增加了患心脏病和过早死亡的风险。目前的患者管理指南依赖于这些阈值,并被广泛用于临床决策。但我们知道它们的来源和使用背后的证据吗?1.8 mg/g的LIC阈值,通常被引用为“正常”的上限,是基于1986年的一项研究,该研究使用了“从40名突然死亡的受试者中获得的尸检肝脏活检标本”,没有其他细节另一项经常被引用的研究将“正常”LIC范围定义为0.6-1.2 mg/g4, 13使用超导量子干涉装置(SQUID)在“20名正常医院人员”中进行。14重要的是,这些作者没有提出任何阈值。更确切地说,我们假设这个范围是由Olivieri和Brittenham在1997年发表的一篇评论文章13中从这项工作的图2中推断出来的,这是后续指导方针的基础。在3.2-7.0 mg/g范围内的LIC值被认为是螯合治疗的“最佳”,4,13旨在“最小化铁螯合剂的不良反应风险和铁超载并发症的风险”。值得注意的是,对于输血依赖型地中海贫血患者,这种被广泛接受的螯合治疗的“最佳”窗口仅适用于杂合子血色素沉着症患者。具体来说,3.2 mg/g的低阈值是基于Cartwright等人对145例杂合子血色素沉着症患者进行的一项研究。无患者接受螯合治疗,无铁超载不良反应,均有正常预期寿命。重要的是,两篇有影响力的综述文章引用了这一组的平均LIC为3.2 mg/g,将3.2 mg/g作为螯合治疗所有铁超载病因的最低阈值。值得注意的是,1.8-3.2毫克/克的范围仍然完全没有定义。虽然Cartwright等人的证据相对较弱,但对于LIC低于3.2 mg/g的患者,保留螯合治疗的理由是有价值的。定义“最佳”螯合治疗范围的上限阈值7.0 mg/g是基于没有指定任何阈值的研究。相反,在他们的综述文章中,Olivieri等人和Kushner等人4,13推断了原始数据17-19,以建立该阈值与并发症的关联。 具体来说,他们断言,LIC超过7.0 mg/g的患者患糖尿病和肝纤维化的风险增加。然而,根据我们的综述,我们只能识别出当LIC超过7.0 mg/g时肝纤维化风险增加的数据(图1在lor<s:2>等人19中)。没有一项原始研究(17-19)证明LIC与糖尿病风险之间存在关联。值得注意的是,最近一项针对427例输血依赖型地中海贫血患者的队列研究发现,LIC [gt; 8.0 mg/g]与心血管相关和全因死亡风险增加相关。当LIC超过15.0 mg/g时,患者“患铁诱导的心脏病和早期死亡的风险大大增加”,建议增加治疗这一阈值最终可以追溯到1994年的一篇论文。在这项研究中,Brittenham等人调查了59例地中海贫血患者过早死亡和心脏并发症的风险,但没有提到15.0 mg/g的阈值。我们假设这个阈值是由Olivieri等人和Kushner等人4,13从Brittenham等人报道的数据中推断出来的。21具体来说,Brittenham等人21的图2表明,输铁负荷与去铁胺用量之比超过0.6会增加心脏并发症和过早死亡的风险。从图1推断,比值超过0.6对应于LIC为15.0 mg/g或更高我们认为这就是这个被广泛引用的阈值的起源。表1提供了当前指南的嵌套摘要、指南所依据的综述文章,以及提供综述文章和指南用于建立前面讨论的LIC阈值的原始数据源的基础参考资料。值得注意的是,其他评论和专家建议在没有直接参考支持数据的情况下提出了替代截止值。22,23在我们看来,支持当前LIC阈值的证据水平24很低。这些阈值是基于稀疏的或间接的数据,这些数据来自单个中心的小患者群体和狭窄的患者群体,这引起了对这些阈值的适用性和普遍性的质疑。这一知识缺口表明,需要基于更大、更多样化的数据集,重新评估这些阈值的有效性及其临床应用。虽然肝脏活检不再被广泛使用,但定量MRI方法越来越多地被所有主要MRI供应商用作商业应用现代MRI方法可以在屏气20秒内准确地评估LIC,其成本与超声波相似值得注意的是,基于核磁共振成像的LIC估计与所有主要供应商和常用场强的基于活检的LIC测量高度相关并完全校准。因此,基于mri的LIC估计和阈值与活检确定的相同。通过这种方式,现代定量MRI方法提供了一种可行和标准化的方法,可以在不同的铁超载患者群体中收集广泛的铁超载病因的综合数据。基于核磁共振成像的LIC测量的日益广泛的可用性为血液学和放射学社区合作制定更广泛的战略提供了宝贵的机会。这种策略可能包括登记或其他机制,以完善和重新评估用于治疗决策及其对预后影响的LIC阈值的普遍性和适用性。我们邀请这两个领域的专家加入这一努力。所有作者起草并修改了稿件内容。作者希望感谢GE医疗集团为威斯康星大学提供研究支持。此外,Reeder博士还得到了John H. Juhl放射学教授的支持。Moniba Nazeef由Kathy Mosher镰状细胞病教师奖学金资助。这项研究没有得到资助。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
HemaSphere
HemaSphere Medicine-Hematology
CiteScore
6.10
自引率
4.50%
发文量
2776
审稿时长
7 weeks
期刊介绍: HemaSphere, as a publication, is dedicated to disseminating the outcomes of profoundly pertinent basic, translational, and clinical research endeavors within the field of hematology. The journal actively seeks robust studies that unveil novel discoveries with significant ramifications for hematology. In addition to original research, HemaSphere features review articles and guideline articles that furnish lucid synopses and discussions of emerging developments, along with recommendations for patient care. Positioned as the foremost resource in hematology, HemaSphere augments its offerings with specialized sections like HemaTopics and HemaPolicy. These segments engender insightful dialogues covering a spectrum of hematology-related topics, including digestible summaries of pivotal articles, updates on new therapies, deliberations on European policy matters, and other noteworthy news items within the field. Steering the course of HemaSphere are Editor in Chief Jan Cools and Deputy Editor in Chief Claire Harrison, alongside the guidance of an esteemed Editorial Board comprising international luminaries in both research and clinical realms, each representing diverse areas of hematologic expertise.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信