首页 > 最新文献

Journal of Magnetic Resonance Imaging最新文献

英文 中文
Detection of Early Knee Osteoarthritis Using Multi-Component T1ρ Mapping 多分量T1ρ图谱检测早期膝关节骨性关节炎。
IF 3.5 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-04-09 Epub Date: 2025-12-31 DOI: 10.1002/jmri.70224
Hector L. de Moura, Anmol Monga, Dilbag Singh, Marcelo V. W. Zibetti, Jonathan Samuels, Ravinder R. Regatte
<div> <section> <h3> Background</h3> <p>Early detection of knee osteoarthritis (OA) is important. Spin–lattice relaxation in the rotating frame (<i>T</i><sub>1ρ</sub>) mapping is sensitive to early cartilage changes, but the mono-exponential (ME) model may be limited. Multi-component models can capture more tissue complexity, but their diagnostic advantage has not been validated.</p> </section> <section> <h3> Purpose</h3> <p>To evaluate if stretched- (SE) and bi-exponential (BE) <i>T</i><sub>1ρ</sub> models can improve early knee OA detection over the ME model.</p> </section> <section> <h3> Study Type</h3> <p>Case–control study.</p> </section> <section> <h3> Population</h3> <p>Twenty-six healthy subjects (mean age 51.5) and 26 early knee OA patients (mean age 61.8).</p> </section> <section> <h3> Field Strength/Sequence</h3> <p><i>T</i><sub>1ρ</sub>-prepared Turbo FLASH sequence at 3 T field strength.</p> </section> <section> <h3> Assessment</h3> <p><i>T</i><sub>1ρ</sub> parameters from three exponential models were adjusted for age. To maximize group separability, the parameters were combined into single discriminators for both global knee cartilage and six anatomical sub-regions. Diagnostic performance was assessed based on the ability of these combined models to distinguish early OA.</p> </section> <section> <h3> Statistical Tests</h3> <p>Parameters were adjusted for age. Mann–Whitney <i>U</i>-test (group comparisons), linear discriminant analysis (LDA), and area under the receiver operating characteristic (ROC) curve (AUC) with bootstrapped 95% confidence intervals (CI). Significance level set at <i>p</i> < 0.05, using the false discovery rate (FDR) to correct for multiple comparisons.</p> </section> <section> <h3> Results</h3> <p>In the global analysis, no model demonstrated significant diagnostic performance (<i>p-</i>values of 0.63, 0.96, 0.63 for ME, SE, and BE). Multi-regional SE model (AUC = 0.83, CI: 0.72, 0.93) significantly distinguished OA and healthy groups. Calibration analysis showed the SE model had the lowest Brier score (0.17), significantly better than the ME model (0.26).</p> </section> <section> <h3> Data Conclusion</h3> <p>Sub-regional analysis of <i>T</i><sub>1ρ</sub> parameter maps suggests an improvement
背景:早期发现膝骨关节炎(OA)非常重要。旋转框架(T1ρ)映射中的自旋晶格弛豫对早期软骨变化敏感,但单指数(ME)模型可能受到限制。多组分模型可以捕获更多的组织复杂性,但其诊断优势尚未得到验证。目的:评价与ME模型相比,拉伸- (SE)和双指数(BE) T1ρ模型是否能改善早期膝关节OA的检测。研究类型:病例对照研究。人群:26名健康受试者(平均年龄51.5岁)和26名早期膝关节OA患者(平均年龄61.8岁)。场强/序列:t1 ρ制备的3t场强Turbo FLASH序列。评估:根据年龄调整了三个指数模型的T1ρ参数。为了最大限度地提高群体可分离性,将这些参数合并为单个鉴别器,用于全球膝关节软骨和六个解剖亚区域。根据这些联合模型区分早期OA的能力来评估诊断性能。统计检验:根据年龄调整参数。Mann-Whitney u检验(组间比较)、线性判别分析(LDA)和自举95%置信区间(CI)的受试者工作特征曲线下面积(AUC)。结果:在全局分析中,没有模型显示出显著的诊断性能(ME、SE和BE的p值分别为0.63、0.96和0.63)。多区域SE模型(AUC = 0.83, CI: 0.72, 0.93)显著区分OA组和健康组。校正分析显示,SE模型Brier评分最低(0.17),显著优于ME模型(0.26)。数据结论:T1ρ参数图的次区域分析表明,与全球平均测量值相比,早期膝关节OA的诊断性能有所提高。扩展指数模型最有希望。然而,小样本量和宽置信区间突出了在临床效用声明之前需要进一步验证更大的队列。证据等级:4。技术功效:第二阶段。
{"title":"Detection of Early Knee Osteoarthritis Using Multi-Component T1ρ Mapping","authors":"Hector L. de Moura,&nbsp;Anmol Monga,&nbsp;Dilbag Singh,&nbsp;Marcelo V. W. Zibetti,&nbsp;Jonathan Samuels,&nbsp;Ravinder R. Regatte","doi":"10.1002/jmri.70224","DOIUrl":"10.1002/jmri.70224","url":null,"abstract":"&lt;div&gt;\u0000 \u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Background&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Early detection of knee osteoarthritis (OA) is important. Spin–lattice relaxation in the rotating frame (&lt;i&gt;T&lt;/i&gt;&lt;sub&gt;1ρ&lt;/sub&gt;) mapping is sensitive to early cartilage changes, but the mono-exponential (ME) model may be limited. Multi-component models can capture more tissue complexity, but their diagnostic advantage has not been validated.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Purpose&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;To evaluate if stretched- (SE) and bi-exponential (BE) &lt;i&gt;T&lt;/i&gt;&lt;sub&gt;1ρ&lt;/sub&gt; models can improve early knee OA detection over the ME model.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Study Type&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Case–control study.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Population&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Twenty-six healthy subjects (mean age 51.5) and 26 early knee OA patients (mean age 61.8).&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Field Strength/Sequence&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;&lt;i&gt;T&lt;/i&gt;&lt;sub&gt;1ρ&lt;/sub&gt;-prepared Turbo FLASH sequence at 3 T field strength.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Assessment&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;&lt;i&gt;T&lt;/i&gt;&lt;sub&gt;1ρ&lt;/sub&gt; parameters from three exponential models were adjusted for age. To maximize group separability, the parameters were combined into single discriminators for both global knee cartilage and six anatomical sub-regions. Diagnostic performance was assessed based on the ability of these combined models to distinguish early OA.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Statistical Tests&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Parameters were adjusted for age. Mann–Whitney &lt;i&gt;U&lt;/i&gt;-test (group comparisons), linear discriminant analysis (LDA), and area under the receiver operating characteristic (ROC) curve (AUC) with bootstrapped 95% confidence intervals (CI). Significance level set at &lt;i&gt;p&lt;/i&gt; &lt; 0.05, using the false discovery rate (FDR) to correct for multiple comparisons.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Results&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;In the global analysis, no model demonstrated significant diagnostic performance (&lt;i&gt;p-&lt;/i&gt;values of 0.63, 0.96, 0.63 for ME, SE, and BE). Multi-regional SE model (AUC = 0.83, CI: 0.72, 0.93) significantly distinguished OA and healthy groups. Calibration analysis showed the SE model had the lowest Brier score (0.17), significantly better than the ME model (0.26).&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Data Conclusion&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Sub-regional analysis of &lt;i&gt;T&lt;/i&gt;&lt;sub&gt;1ρ&lt;/sub&gt; parameter maps suggests an improvement ","PeriodicalId":16140,"journal":{"name":"Journal of Magnetic Resonance Imaging","volume":"63 5","pages":"1336-1347"},"PeriodicalIF":3.5,"publicationDate":"2026-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145863109","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association Between Gas-Free Cerebrovascular Reactivity (CVR) and Cognitive Function in Older Adults With a High Risk for Vascular Dementia 无气脑血管反应性(CVR)与血管性痴呆高风险老年人认知功能之间的关系
IF 3.5 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-04-09 Epub Date: 2025-12-23 DOI: 10.1002/jmri.70212
Fariba Badrzadeh, Elham Karimigharighi, Huajun Liang, Andrew Chan, Linda Chang, Peiying Liu
<div> <section> <h3> Background</h3> <p>Vascular cognitive impairment and dementia (VCID) is the second leading cause of dementia. Cerebrovascular reactivity (CVR) is a promising biomarker for VCID. However, CVR is not commonly measured in clinical practice due to logistical difficulties in applying a hypercapnia challenge during MR imaging.</p> </section> <section> <h3> Purpose</h3> <p>To investigate whether CVR measured by intermittent breath modulation (bm-CVR) without hypercapnia gas-inhalation can be a sensitive biomarker in VCID.</p> </section> <section> <h3> Study Type</h3> <p>Prospective cohort study.</p> </section> <section> <h3> Subjects</h3> <p>Eighty-two participants (aged 66.8 ± 6.8 years, 54 females, 28 males) with normal cognition (<i>N</i> = 36), mild cognitive impairment (MCI, <i>N</i> = 37), or mild dementia (<i>N</i> = 9).</p> </section> <section> <h3> Field strength/Sequence</h3> <p>3.0 T; Blood-oxygenation-level-dependence (BOLD) MRI.</p> </section> <section> <h3> Assessment</h3> <p>CVR was measured with BOLD MRI using intermittent breath modulation. Cognitive function was measured with Montreal Cognitive Assessment (MoCA) score, cognitive domains scores, and a global composite cognitive score. Physical function was measured with gait-speed and chair-stand test scores.</p> </section> <section> <h3> Statistical Tests</h3> <p>Multi-linear regression models were performed within the participants to test the associations between bm-CVR and measures of cognitive and physical functions. A <i>p</i> value < 0.05 was considered significant. Bonferroni multiple comparison correction was performed when multiple cognitive domains were tested.</p> </section> <section> <h3> Results</h3> <p>Whole-brain bm-CVR values were significantly associated with the diagnosis group of normal, MCI, and early dementia (<i>β</i> = −3.00%/mm Hg, 95% confidence interval (CI) [−5.42, −0.58]), and were lower in the impaired participants relative to participants with normal cognition (<i>β</i> = −2.18, CI [−3.91, −0.45]). Bm-CVR was positively associated with global cognition measured by both MoCA (<i>β</i> = 14.73, CI [1.74, 27.73]) and composite cognitive s
背景:血管性认知障碍和痴呆(VCID)是痴呆的第二大原因。脑血管反应性(CVR)是一种很有前途的VCID生物标志物。然而,由于在MR成像期间应用高碳酸血症挑战的后勤困难,CVR在临床实践中通常不测量。目的:探讨无高碳酸气体吸入的间歇呼吸调节(bm-CVR)测量CVR是否可以作为VCID的敏感生物标志物。研究类型:前瞻性队列研究。受试者:82例(年龄66.8±6.8岁,女性54例,男性28例),认知正常(N = 36),轻度认知障碍(MCI, N = 37),轻度痴呆(N = 9)。场强/序列:3.0 T;血氧水平依赖(BOLD) MRI。评估:CVR采用间歇呼吸调节的BOLD MRI测量。采用蒙特利尔认知评估(MoCA)评分、认知域评分和全球复合认知评分来测量认知功能。身体功能用步态速度和椅子站立测试分数来测量。统计检验:在参与者中进行多线性回归模型,以检验bm-CVR与认知和身体功能测量之间的关联。结果:全脑脑卒中脑卒中风险值与正常、轻度认知障碍和早期痴呆的诊断组显著相关(β = -3.00%/mm Hg, 95%可信区间(CI)[-5.42, -0.58]),认知受损受试者的脑卒中风险值低于认知正常受试者(β = -2.18, CI[-3.91, -0.45])。脑卒中脑卒中认知与MoCA (β = 14.73, CI[1.74, 27.73])和复合认知评分(β = 2.22, CI[0.77, 3.66])测量的整体认知呈正相关。对于特定领域的认知评分,脑卒中认知能力与处理速度(β = 3.19, CI[1.36, 5.02])和语言(β = 2.81, CI[0.70, 4.94])显著相关,但与执行功能(p = 0.43)或情景记忆(p = 0.79)无关。数据结论:Bm-CVR是一种敏感的VCID生物标志物。这种无气体CVR方法可能是比高碳酸血症气体吸入CVR更实用的方法来表征血管病理。证据等级:2。技术功效:第二阶段。
{"title":"Association Between Gas-Free Cerebrovascular Reactivity (CVR) and Cognitive Function in Older Adults With a High Risk for Vascular Dementia","authors":"Fariba Badrzadeh,&nbsp;Elham Karimigharighi,&nbsp;Huajun Liang,&nbsp;Andrew Chan,&nbsp;Linda Chang,&nbsp;Peiying Liu","doi":"10.1002/jmri.70212","DOIUrl":"10.1002/jmri.70212","url":null,"abstract":"&lt;div&gt;\u0000 \u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Background&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Vascular cognitive impairment and dementia (VCID) is the second leading cause of dementia. Cerebrovascular reactivity (CVR) is a promising biomarker for VCID. However, CVR is not commonly measured in clinical practice due to logistical difficulties in applying a hypercapnia challenge during MR imaging.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Purpose&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;To investigate whether CVR measured by intermittent breath modulation (bm-CVR) without hypercapnia gas-inhalation can be a sensitive biomarker in VCID.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Study Type&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Prospective cohort study.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Subjects&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Eighty-two participants (aged 66.8 ± 6.8 years, 54 females, 28 males) with normal cognition (&lt;i&gt;N&lt;/i&gt; = 36), mild cognitive impairment (MCI, &lt;i&gt;N&lt;/i&gt; = 37), or mild dementia (&lt;i&gt;N&lt;/i&gt; = 9).&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Field strength/Sequence&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;3.0 T; Blood-oxygenation-level-dependence (BOLD) MRI.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Assessment&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;CVR was measured with BOLD MRI using intermittent breath modulation. Cognitive function was measured with Montreal Cognitive Assessment (MoCA) score, cognitive domains scores, and a global composite cognitive score. Physical function was measured with gait-speed and chair-stand test scores.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Statistical Tests&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Multi-linear regression models were performed within the participants to test the associations between bm-CVR and measures of cognitive and physical functions. A &lt;i&gt;p&lt;/i&gt; value &lt; 0.05 was considered significant. Bonferroni multiple comparison correction was performed when multiple cognitive domains were tested.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Results&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Whole-brain bm-CVR values were significantly associated with the diagnosis group of normal, MCI, and early dementia (&lt;i&gt;β&lt;/i&gt; = −3.00%/mm Hg, 95% confidence interval (CI) [−5.42, −0.58]), and were lower in the impaired participants relative to participants with normal cognition (&lt;i&gt;β&lt;/i&gt; = −2.18, CI [−3.91, −0.45]). Bm-CVR was positively associated with global cognition measured by both MoCA (&lt;i&gt;β&lt;/i&gt; = 14.73, CI [1.74, 27.73]) and composite cognitive s","PeriodicalId":16140,"journal":{"name":"Journal of Magnetic Resonance Imaging","volume":"63 5","pages":"1282-1289"},"PeriodicalIF":3.5,"publicationDate":"2026-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13066515/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145810365","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pulsatility Assessment of Cerebral Perforating Arteries Using Submillimeter-Resolution Dual-VENC Phase-Contrast MRI at 3T 使用亚毫米分辨率双venc相位对比MRI在3T下评估脑穿孔动脉的脉搏性。
IF 3.5 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-04-09 Epub Date: 2025-12-27 DOI: 10.1002/jmri.70218
Jianing Tang, Sang Hun Chung, Maria Gamez, Tianrui Zhao, Michael S. Wolf, Dilip K. Pandey, Philip B. Gorelick, Lirong Yan
<div> <section> <h3> Background</h3> <p>Dysfunction of cerebral perforating arteries is a major contributor to cerebral small vessel disease. Developing a reliable MRI technique for assessing cerebral perforating arteries on widely accessible 3T systems would be advantageous.</p> </section> <section> <h3> Purpose</h3> <p>To evaluate the feasibility and reliability of dual-velocity encoding (dual-VENC) PC-MRI at 3T for assessing pulsatility of cerebral perforating arteries.</p> </section> <section> <h3> Study Type</h3> <p>Prospective.</p> </section> <section> <h3> Subjects</h3> <p>Twelve healthy young adults (2 female, 24.0 ± 3.99 years) and 31 older adults with and without vascular risk factors (21 female, 67.72 ± 8.48 years).</p> </section> <section> <h3> Field Strength/Sequence</h3> <p>Dual-VENC 2D PC-MRI at 3T and 7T.</p> </section> <section> <h3> Assessment</h3> <p>The number of perforators (N<sub>perforator</sub>) and pulsatility index (PI) measured using 3T dual-VENC PC-MRI were evaluated through test–retest and comparison against those by 7T dual-VENC PC-MRI on the younger participants. The associations of PI and N<sub>perforator</sub> with age, cognition, and vascular risk factors were investigated in the elderly cohort.</p> </section> <section> <h3> Statistical Tests</h3> <p>Paired <i>t</i>-tests, two-sample <i>t</i>-tests, Bland–Altman analysis, coefficient of variation (CV), Shapiro–Wilk Test, one-way ANOVA, and multivariable regression models. Significance level: 0.05.</p> </section> <section> <h3> Results</h3> <p>3T dual-VENC PC-MRI provided better reproducibility with CV values of 10% and 14% for PI and N<sub>perforator</sub>, respectively, compared to single VENCs (high VENC: 21% and 21%, low VENC: 13% and 14%). 3T dual-VENC PC-MRI showed no significant difference in N<sub>perforator</sub> and PI measurements with 7T dual-VENC (<i>p</i> = 0.16, 0.38, respectively). Among the older participants, aging and cognitive impairment were both significantly associated with increased PI but not with N<sub>perforator</sub> (<i>p</i> = 0.17 and 0.365); global vascular risk burden, as well as individual vascular risk factors, including pulse pres
背景:脑穿动脉功能障碍是脑小血管疾病的主要诱因。开发一种可靠的MRI技术来评估广泛可达的3T系统上的脑穿孔动脉将是有利的。目的:评价3T双速度编码(dual-VENC) PC-MRI评估脑穿动脉搏动性的可行性和可靠性。研究类型:前瞻性。研究对象:健康青壮年12人(女性2人,24.0±3.99岁),有或无血管危险因素的老年人31人(女性21人,67.72±8.48岁)。场强/序列:Dual-VENC 2D PC-MRI在3T和7T。评估:使用3T双venc PC-MRI测量的穿孔器(Nperforator)数量和脉搏指数(PI)通过重新测试和与7T双venc PC-MRI的比较来评估年轻参与者。在老年队列中研究PI和非穿孔与年龄、认知和血管危险因素的关系。统计检验:配对t检验、双样本t检验、Bland-Altman分析、变异系数(CV)、Shapiro-Wilk检验、单因素方差分析和多变量回归模型。显著性水平:0.05。结果:3T双VENC PC-MRI提供了更好的再现性,PI和Nperforator的CV值分别为10%和14%,与单一VENC相比(高VENC: 21%和21%,低VENC: 13%和14%)。3T双venc PC-MRI显示7T双venc在Nperforator和PI测量上无显著差异(p分别= 0.16,0.38)。在年龄较大的参与者中,年龄和认知障碍都与PI升高显著相关,但与Nperforator无关(p = 0.17和0.365);总体血管风险负担以及个体血管风险因素,包括脉压和高胆固醇血症,与PI有显著相关性,但与Nperforator无显著相关性(p = 0.858、0.345和0.476)。数据结论:3T双venc PC-MRI提供了高保真的脑穿动脉搏动性评估,可能是广泛可及的3T的有用工具。证据等级:二级。技术功效:第二阶段。
{"title":"Pulsatility Assessment of Cerebral Perforating Arteries Using Submillimeter-Resolution Dual-VENC Phase-Contrast MRI at 3T","authors":"Jianing Tang,&nbsp;Sang Hun Chung,&nbsp;Maria Gamez,&nbsp;Tianrui Zhao,&nbsp;Michael S. Wolf,&nbsp;Dilip K. Pandey,&nbsp;Philip B. Gorelick,&nbsp;Lirong Yan","doi":"10.1002/jmri.70218","DOIUrl":"10.1002/jmri.70218","url":null,"abstract":"&lt;div&gt;\u0000 \u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Background&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Dysfunction of cerebral perforating arteries is a major contributor to cerebral small vessel disease. Developing a reliable MRI technique for assessing cerebral perforating arteries on widely accessible 3T systems would be advantageous.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Purpose&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;To evaluate the feasibility and reliability of dual-velocity encoding (dual-VENC) PC-MRI at 3T for assessing pulsatility of cerebral perforating arteries.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Study Type&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Prospective.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Subjects&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Twelve healthy young adults (2 female, 24.0 ± 3.99 years) and 31 older adults with and without vascular risk factors (21 female, 67.72 ± 8.48 years).&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Field Strength/Sequence&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Dual-VENC 2D PC-MRI at 3T and 7T.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Assessment&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;The number of perforators (N&lt;sub&gt;perforator&lt;/sub&gt;) and pulsatility index (PI) measured using 3T dual-VENC PC-MRI were evaluated through test–retest and comparison against those by 7T dual-VENC PC-MRI on the younger participants. The associations of PI and N&lt;sub&gt;perforator&lt;/sub&gt; with age, cognition, and vascular risk factors were investigated in the elderly cohort.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Statistical Tests&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Paired &lt;i&gt;t&lt;/i&gt;-tests, two-sample &lt;i&gt;t&lt;/i&gt;-tests, Bland–Altman analysis, coefficient of variation (CV), Shapiro–Wilk Test, one-way ANOVA, and multivariable regression models. Significance level: 0.05.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Results&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;3T dual-VENC PC-MRI provided better reproducibility with CV values of 10% and 14% for PI and N&lt;sub&gt;perforator&lt;/sub&gt;, respectively, compared to single VENCs (high VENC: 21% and 21%, low VENC: 13% and 14%). 3T dual-VENC PC-MRI showed no significant difference in N&lt;sub&gt;perforator&lt;/sub&gt; and PI measurements with 7T dual-VENC (&lt;i&gt;p&lt;/i&gt; = 0.16, 0.38, respectively). Among the older participants, aging and cognitive impairment were both significantly associated with increased PI but not with N&lt;sub&gt;perforator&lt;/sub&gt; (&lt;i&gt;p&lt;/i&gt; = 0.17 and 0.365); global vascular risk burden, as well as individual vascular risk factors, including pulse pres","PeriodicalId":16140,"journal":{"name":"Journal of Magnetic Resonance Imaging","volume":"63 5","pages":"1246-1256"},"PeriodicalIF":3.5,"publicationDate":"2026-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12990146/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145843986","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessment of Myocardial Microvascular Function in Athletes Using Resting Cardiac Magnetic Resonance First-Pass Perfusion 静息心脏磁共振首过灌注评价运动员心肌微血管功能。
IF 3.5 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-04-09 Epub Date: 2026-01-16 DOI: 10.1002/jmri.70235
Qian Liu, Cao Li, Wan-yin Qi, Min Tang, Yong Luo, Xiao-yong Zhang, Liang Zhong, Jing Chen
<div> <section> <h3> Background</h3> <p>Impaired myocardial microvascular function may promote cardiac remodeling (CR) and myocardial fibrosis (MF), increasing cardiovascular risks in athletes. Early assessment of myocardial microcirculatory perfusion presents potential for improving athlete care.</p> </section> <section> <h3> Purpose</h3> <p>To evaluate the characteristics of myocardial microvascular function in athletes using resting cardiac MRI first-pass perfusion.</p> </section> <section> <h3> Study Type</h3> <p>Prospective.</p> </section> <section> <h3> Population</h3> <p>One hundred and eighty-six athletes (median age 24 years, range 18–57; 167 males; mean 10 h/week exercise for 5 years) and 43 controls (median age 25 years, range 21–56; 35 males; < 3 h/week exercise).</p> </section> <section> <h3> Field Strength/Sequence</h3> <p>Balanced steady-state free precession, gradient echo sequence, and phase sensitive inversion recovery late gadolinium enhancement sequences at 3.0 T.</p> </section> <section> <h3> Assessment</h3> <p>CR was defined as any cardiac parameters exceeding the 99th percentile upper reference limits. MF was visually evaluated by three independent radiologists. Left ventricular resting first-pass perfusion parameters were assessed and compared across different groups. A predictive model was developed to screen athletes with and without CR/MF.</p> </section> <section> <h3> Statistical Tests</h3> <p>Univariate analysis and Pearson coefficient were used. Area under the receiver operating characteristic curve (AUC) was used to assess the performance of the predictive model. A <i>p</i> < 0.05 was considered significant.</p> </section> <section> <h3> Results</h3> <p>Athletes exhibited lower upslope (2.12 [1.72; 2.56] vs. 2.77 [1.94; 3.22]) and maximum signal intensity (MaxSI) (20.8 [18.3; 23.6] vs. 29.5 [26.8; 33.0]), longer time to maximum signal intensity (TTM) (35.1 [31.0; 47.7] vs. 29.5 [26.8; 33.0] s) than controls. Male athletes with CR and/or MF showed lower upslope (1.54 [1.29; 1.96] vs. 1.94 [1.62; 2.43]) and MaxSI (18.0 [15.5; 21.7] vs. 21.2 [19.0; 23.5]), higher TTM (40.3 [31.5; 53.9] vs. 34.5 [29.0; 44.0] s) than those without. These perfusion parameters of athletes showed a negative correlation with global T2 mapping, QRS and corrected QT interval (<i>r</i> = −0.210 to −0.292)
背景:心肌微血管功能受损可促进心脏重构(CR)和心肌纤维化(MF),增加运动员心血管风险。心肌微循环灌注的早期评估有可能改善运动员的护理。目的:利用静息心脏MRI首次灌注评价运动员心肌微血管功能的特点。研究类型:前瞻性。人群:86名运动员(中位年龄24岁,范围18-57岁;167名男性;平均每周锻炼10小时,持续5年)和43名对照组(中位年龄25岁,范围21-56岁;男性35名;场强/序列:平衡稳态自由进动、梯度回波序列和3.0 T时相敏反转恢复晚期钆增强序列。评估:CR定义为任何心脏参数超过第99个百分位上限。MF由三位独立的放射科医生进行视觉评估。评估并比较各组左心室静息首过灌注参数。建立了一个预测模型来筛选有或没有CR/MF的运动员。统计检验:采用单因素分析和Pearson系数。采用受试者工作特征曲线下面积(AUC)评价预测模型的性能。结果:运动员上坡较低(2.12[1.72;2.56]比2.77[1.94;3.22]),最大信号强度(MaxSI)较低(20.8[18.3;23.6]比29.5[26.8;33.0]),到达最大信号强度(TTM)所需时间较长(35.1[31.0;47.7]比29.5 [26.8;33.0]s)。患有CR和/或MF的男性运动员的上斜率(1.54[1.29;1.96]比1.94[1.62;2.43])和MaxSI(18.0[15.5; 21.7]比21.2[19.0;23.5])较低,TTM(40.3[31.5; 53.9]比34.5 [29.0;44.0]s)较高。运动员的这些灌注参数与T2全局映射、QRS和校正QT间期呈负相关(r = -0.210 ~ -0.292)。CR和/或MF预测模型的AUC为0.837。数据结论:运动员的静息心肌灌注比对照组低,特别是在有CR和/或MF的运动员中,这表明灌注减少与CR/MF之间存在关联。证据等级:1。技术功效:第二阶段。
{"title":"Assessment of Myocardial Microvascular Function in Athletes Using Resting Cardiac Magnetic Resonance First-Pass Perfusion","authors":"Qian Liu,&nbsp;Cao Li,&nbsp;Wan-yin Qi,&nbsp;Min Tang,&nbsp;Yong Luo,&nbsp;Xiao-yong Zhang,&nbsp;Liang Zhong,&nbsp;Jing Chen","doi":"10.1002/jmri.70235","DOIUrl":"10.1002/jmri.70235","url":null,"abstract":"&lt;div&gt;\u0000 \u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Background&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Impaired myocardial microvascular function may promote cardiac remodeling (CR) and myocardial fibrosis (MF), increasing cardiovascular risks in athletes. Early assessment of myocardial microcirculatory perfusion presents potential for improving athlete care.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Purpose&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;To evaluate the characteristics of myocardial microvascular function in athletes using resting cardiac MRI first-pass perfusion.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Study Type&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Prospective.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Population&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;One hundred and eighty-six athletes (median age 24 years, range 18–57; 167 males; mean 10 h/week exercise for 5 years) and 43 controls (median age 25 years, range 21–56; 35 males; &lt; 3 h/week exercise).&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Field Strength/Sequence&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Balanced steady-state free precession, gradient echo sequence, and phase sensitive inversion recovery late gadolinium enhancement sequences at 3.0 T.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Assessment&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;CR was defined as any cardiac parameters exceeding the 99th percentile upper reference limits. MF was visually evaluated by three independent radiologists. Left ventricular resting first-pass perfusion parameters were assessed and compared across different groups. A predictive model was developed to screen athletes with and without CR/MF.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Statistical Tests&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Univariate analysis and Pearson coefficient were used. Area under the receiver operating characteristic curve (AUC) was used to assess the performance of the predictive model. A &lt;i&gt;p&lt;/i&gt; &lt; 0.05 was considered significant.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Results&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Athletes exhibited lower upslope (2.12 [1.72; 2.56] vs. 2.77 [1.94; 3.22]) and maximum signal intensity (MaxSI) (20.8 [18.3; 23.6] vs. 29.5 [26.8; 33.0]), longer time to maximum signal intensity (TTM) (35.1 [31.0; 47.7] vs. 29.5 [26.8; 33.0] s) than controls. Male athletes with CR and/or MF showed lower upslope (1.54 [1.29; 1.96] vs. 1.94 [1.62; 2.43]) and MaxSI (18.0 [15.5; 21.7] vs. 21.2 [19.0; 23.5]), higher TTM (40.3 [31.5; 53.9] vs. 34.5 [29.0; 44.0] s) than those without. These perfusion parameters of athletes showed a negative correlation with global T2 mapping, QRS and corrected QT interval (&lt;i&gt;r&lt;/i&gt; = −0.210 to −0.292)","PeriodicalId":16140,"journal":{"name":"Journal of Magnetic Resonance Imaging","volume":"63 5","pages":"1348-1362"},"PeriodicalIF":3.5,"publicationDate":"2026-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145989638","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Editorial for “Assessment of Myocardial Microvascular Function in Athletes Using Resting Cardiac Magnetic Resonance First-Pass Perfusion” “静息心脏磁共振首过灌注评估运动员心肌微血管功能”社论。
IF 3.5 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-04-09 Epub Date: 2026-01-16 DOI: 10.1002/jmri.70241
Ioannis Koktzoglou
{"title":"Editorial for “Assessment of Myocardial Microvascular Function in Athletes Using Resting Cardiac Magnetic Resonance First-Pass Perfusion”","authors":"Ioannis Koktzoglou","doi":"10.1002/jmri.70241","DOIUrl":"10.1002/jmri.70241","url":null,"abstract":"","PeriodicalId":16140,"journal":{"name":"Journal of Magnetic Resonance Imaging","volume":"63 5","pages":"1363-1364"},"PeriodicalIF":3.5,"publicationDate":"2026-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145989714","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Editorial for “Cardiac MR Fingerprinting at 0.55T Using a Deep Image Prior for Joint T1, T2, and M0 Mapping” “在0.55T下使用深度图像先验进行关节T1, T2和M0映射的心脏MR指纹识别”的社论。
IF 3.5 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-04-09 Epub Date: 2026-01-22 DOI: 10.1002/jmri.70240
Yiwen Gong, Haikun Qi, Sha Hua
{"title":"Editorial for “Cardiac MR Fingerprinting at 0.55T Using a Deep Image Prior for Joint T1, T2, and M0 Mapping”","authors":"Yiwen Gong,&nbsp;Haikun Qi,&nbsp;Sha Hua","doi":"10.1002/jmri.70240","DOIUrl":"10.1002/jmri.70240","url":null,"abstract":"","PeriodicalId":16140,"journal":{"name":"Journal of Magnetic Resonance Imaging","volume":"63 5","pages":"1378-1379"},"PeriodicalIF":3.5,"publicationDate":"2026-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146018516","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Editorial for “Outcome Assessment in Stroke Using Multiparametric MRI: Integrating Infarct Location, Radiomics, and Global Brain Frailty” 《脑卒中多参数MRI结果评估:整合梗死位置、放射组学和整体脑脆弱性》的社论。
IF 3.5 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-04-09 Epub Date: 2026-01-24 DOI: 10.1002/jmri.70246
Tao Li, Lei Zhang, Hongwei Zhou
{"title":"Editorial for “Outcome Assessment in Stroke Using Multiparametric MRI: Integrating Infarct Location, Radiomics, and Global Brain Frailty”","authors":"Tao Li,&nbsp;Lei Zhang,&nbsp;Hongwei Zhou","doi":"10.1002/jmri.70246","DOIUrl":"10.1002/jmri.70246","url":null,"abstract":"","PeriodicalId":16140,"journal":{"name":"Journal of Magnetic Resonance Imaging","volume":"63 5","pages":"1321-1322"},"PeriodicalIF":3.5,"publicationDate":"2026-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146044173","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clinical Applications of Electrical Conductivity Imaging Using MRI MRI电导率成像的临床应用。
IF 3.5 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-04-09 Epub Date: 2026-03-07 DOI: 10.1002/jmri.70279
Stefano Mandija, Khin Khin Tha, Nitish Katoch, Cihan Göksu, Ulrich Katscher, Rosalind Sadleir, Kyu-Jin Jung, Jierong Luo, Ilias I. Giannakopoulos, Dong-Hyun Kim, Karin Shmueli, Riccardo Lattanzi, Yusuf Ziya Ider, Axel Thielscher, Cornelis van den Berg

Magnetic resonance imaging (MRI) has emerged as a noninvasive technique for probing the electrical properties of biological tissues: electrical conductivity and relative permittivity. This review focuses on the electrical conductivity and provides a comprehensive overview of applications across both low- and high-frequency regimes. At low frequencies (below 1 MHz), conductivity mapping primarily reflects tissue microstructure and ionic composition. In contrast, at high frequencies (around 100 MHz), tissue conductivity primarily reflects ionic composition. First, we summarize the theoretical foundations, technical developments, and reconstruction algorithms that underpin conductivity imaging, highlighting advances in magnetic resonance electrical impedance tomography, current density imaging, and electrical properties tomography. The main part of the article discusses preclinical and clinical applications, demonstrating the potential and possible roles of conductivity imaging in clinical settings, along with current challenges and emerging applications. Finally, we outline future directions toward integrating conductivity imaging into routine MRI protocols, with the potential to enhance diagnostic precision and therapeutic monitoring.

Evidence Level

1.

Technical Efficacy

Stage 3.

磁共振成像(MRI)已成为一种非侵入性技术,用于探测生物组织的电学特性:电导率和相对介电常数。这篇综述的重点是电导率,并提供了在低频段和高频频段的应用的全面概述。在低频(低于1mhz),电导率作图主要反映组织微观结构和离子组成。相反,在高频率下(约100兆赫),组织电导率主要反映离子组成。首先,我们总结了电导率成像的理论基础、技术发展和重建算法,重点介绍了磁共振电阻抗成像、电流密度成像和电导率成像的进展。文章的主要部分讨论了临床前和临床应用,展示了电导成像在临床环境中的潜力和可能的作用,以及当前的挑战和新兴应用。最后,我们概述了将电导率成像整合到常规MRI协议中的未来方向,具有提高诊断精度和治疗监测的潜力。证据等级:1。技术功效:第3阶段。
{"title":"Clinical Applications of Electrical Conductivity Imaging Using MRI","authors":"Stefano Mandija,&nbsp;Khin Khin Tha,&nbsp;Nitish Katoch,&nbsp;Cihan Göksu,&nbsp;Ulrich Katscher,&nbsp;Rosalind Sadleir,&nbsp;Kyu-Jin Jung,&nbsp;Jierong Luo,&nbsp;Ilias I. Giannakopoulos,&nbsp;Dong-Hyun Kim,&nbsp;Karin Shmueli,&nbsp;Riccardo Lattanzi,&nbsp;Yusuf Ziya Ider,&nbsp;Axel Thielscher,&nbsp;Cornelis van den Berg","doi":"10.1002/jmri.70279","DOIUrl":"10.1002/jmri.70279","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <p>Magnetic resonance imaging (MRI) has emerged as a noninvasive technique for probing the electrical properties of biological tissues: electrical conductivity and relative permittivity. This review focuses on the electrical conductivity and provides a comprehensive overview of applications across both low- and high-frequency regimes. At low frequencies (below 1 MHz), conductivity mapping primarily reflects tissue microstructure and ionic composition. In contrast, at high frequencies (around 100 MHz), tissue conductivity primarily reflects ionic composition. First, we summarize the theoretical foundations, technical developments, and reconstruction algorithms that underpin conductivity imaging, highlighting advances in magnetic resonance electrical impedance tomography, current density imaging, and electrical properties tomography. The main part of the article discusses preclinical and clinical applications, demonstrating the potential and possible roles of conductivity imaging in clinical settings, along with current challenges and emerging applications. Finally, we outline future directions toward integrating conductivity imaging into routine MRI protocols, with the potential to enhance diagnostic precision and therapeutic monitoring.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Evidence Level</h3>\u0000 \u0000 <p>1.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Technical Efficacy</h3>\u0000 \u0000 <p>Stage 3.</p>\u0000 </section>\u0000 </div>","PeriodicalId":16140,"journal":{"name":"Journal of Magnetic Resonance Imaging","volume":"63 5","pages":"1224-1245"},"PeriodicalIF":3.5,"publicationDate":"2026-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13066538/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147372709","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cardiac MR Fingerprinting at 0.55T Using a Deep Image Prior for Joint T1, T2, and M0 Mapping 使用深度图像先验进行关节T1, T2和M0映射的0.55T心脏MR指纹识别。
IF 3.5 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-04-09 Epub Date: 2026-01-22 DOI: 10.1002/jmri.70239
Zhongnan Liu, Zexuan Liu, Imran Rashid, Mauricio Stanzione Galizia, Christopher Scoma, William Truesdell, Prachi Agarwal, Nicole Seiberlich, Liyue Shen, Jesse Hamilton
<div> <section> <h3> Background</h3> <p>0.55T systems offer unique advantages and may support expanded access to cardiac MRI.</p> </section> <section> <h3> Purpose</h3> <p>To assess the feasibility of 0.55T cardiac MR Fingerprinting (MRF), leveraging a deep image prior reconstruction to mitigate noise.</p> </section> <section> <h3> Study Type</h3> <p>Phantom and prospective in vivo assessment.</p> </section> <section> <h3> Population</h3> <p>ISMRM/NIST MRI system phantom and 18 healthy subjects (11 female; ages 28 ± 8 years).</p> </section> <section> <h3> Field Strength and Sequences</h3> <p>MRF, modified Look-Locker inversion recovery (MOLLI), and T<sub>2</sub>-prepared balanced steady state free precession (T<sub>2</sub>-bSSFP) at 0.55T.</p> </section> <section> <h3> Assessment</h3> <p>MRF T<sub>1</sub> and T<sub>2</sub> maps were reconstructed using (1) a low-rank technique with sparse and locally low-rank regularization (SLLR-MRF) and (2) a deep image prior (DIP-MRF). Accuracy and precision of MRF and conventional sequences were evaluated in a phantom. In vivo performance of MRF was evaluated in the 18 healthy subjects, with 7 subjects also undergoing conventional mapping. Myocardial T<sub>1</sub> and T<sub>2</sub> values were compared among methods and image quality scored by three readers (2, 3, and 4 years of experience) on a 5-point scale.</p> </section> <section> <h3> Statistical Tests</h3> <p>Linear regression, Bland–Altman, intraclass correlation coefficient, and one-way ANOVA with <i>p</i> < 0.05 considered significant.</p> </section> <section> <h3> Results</h3> <p>Mean measurements in the left ventricular septum were 671 ± 31 ms (MOLLI), 761 ± 147 ms (SLLR-MRF), and 686 ± 39 ms (DIP-MRF) for T<sub>1</sub>, and 63.5 ± 5.7 ms (T<sub>2</sub>-bSSFP), 47.5 ± 12.7 ms (SLLR-MRF), and 45.2 ± 4.5 ms (DIP-MRF) for T<sub>2</sub>. Compared to conventional mapping, DIP-MRF exhibited significantly lower T<sub>2</sub> but no differences in T<sub>1</sub> (<i>p</i> > 0.99). Standard deviations within the myocardium were significantly lower with DIP-MRF compared to SLLR-MRF (39 vs. 147 ms for T<sub>1</sub> and 4.5 vs. 12.7 ms for T<sub>2</sub>). O
背景:0.55T系统具有独特的优势,可以支持扩大心脏MRI的使用范围。目的:评估0.55T心脏MR指纹识别(MRF)的可行性,利用深度图像先验重建来减轻噪声。研究类型:幻影和前瞻性体内评估。人群:ISMRM/NIST MRI系统幻影和18名健康受试者(11名女性,年龄28±8岁)。场强和序列:0.55T时的MRF、改进的Look-Locker反演恢复(MOLLI)和t2制备的平衡稳态自由进动(T2-bSSFP)。评估:MRF T1和T2地图重建使用(1)低秩稀疏和局部低秩正则化技术(SLLR-MRF)和(2)深度图像先验(DIP-MRF)。在假体中评估了磁共振成像和常规序列的准确性和精密度。在18名健康受试者中评估了磁共振成像的体内性能,其中7名受试者也进行了常规制图。心肌T1和T2值比较方法和图像质量评分的三个读者(2,3和4年的经验)在5分制。统计学检验:线性回归、Bland-Altman、类内相关系数、单因素方差分析p结果:T1左室间隔平均测量值为671±31 ms (MOLLI)、761±147 ms (SLLR-MRF)、686±39 ms (DIP-MRF); T2左室间隔平均测量值为63.5±5.7 ms (T2- bssfp)、47.5±12.7 ms (SLLR-MRF)、45.2±4.5 ms (DIP-MRF)。与常规定位相比,DIP-MRF显示T2明显降低,但T1无差异(p < 0.99)。与SLLR-MRF相比,DIP-MRF在心肌内的标准差显著降低(T1为39 vs 147 ms, T2为4.5 vs 12.7 ms)。SLLR-MRF的整体图像质量评分(T1: 2.3, T2: 2.9)明显低于常规制图方法(T1: 3.4, T2: 3.9), DIP-MRF (T1: 3.8, T2: 4.1)得分较高。数据结论:本研究证明了心脏MRF在商用0.55T系统上的可行性,该系统通过深度图像先验重建进行去噪。证据等级:2。技术功效阶段:
{"title":"Cardiac MR Fingerprinting at 0.55T Using a Deep Image Prior for Joint T1, T2, and M0 Mapping","authors":"Zhongnan Liu,&nbsp;Zexuan Liu,&nbsp;Imran Rashid,&nbsp;Mauricio Stanzione Galizia,&nbsp;Christopher Scoma,&nbsp;William Truesdell,&nbsp;Prachi Agarwal,&nbsp;Nicole Seiberlich,&nbsp;Liyue Shen,&nbsp;Jesse Hamilton","doi":"10.1002/jmri.70239","DOIUrl":"10.1002/jmri.70239","url":null,"abstract":"&lt;div&gt;\u0000 \u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Background&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;0.55T systems offer unique advantages and may support expanded access to cardiac MRI.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Purpose&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;To assess the feasibility of 0.55T cardiac MR Fingerprinting (MRF), leveraging a deep image prior reconstruction to mitigate noise.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Study Type&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Phantom and prospective in vivo assessment.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Population&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;ISMRM/NIST MRI system phantom and 18 healthy subjects (11 female; ages 28 ± 8 years).&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Field Strength and Sequences&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;MRF, modified Look-Locker inversion recovery (MOLLI), and T&lt;sub&gt;2&lt;/sub&gt;-prepared balanced steady state free precession (T&lt;sub&gt;2&lt;/sub&gt;-bSSFP) at 0.55T.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Assessment&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;MRF T&lt;sub&gt;1&lt;/sub&gt; and T&lt;sub&gt;2&lt;/sub&gt; maps were reconstructed using (1) a low-rank technique with sparse and locally low-rank regularization (SLLR-MRF) and (2) a deep image prior (DIP-MRF). Accuracy and precision of MRF and conventional sequences were evaluated in a phantom. In vivo performance of MRF was evaluated in the 18 healthy subjects, with 7 subjects also undergoing conventional mapping. Myocardial T&lt;sub&gt;1&lt;/sub&gt; and T&lt;sub&gt;2&lt;/sub&gt; values were compared among methods and image quality scored by three readers (2, 3, and 4 years of experience) on a 5-point scale.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Statistical Tests&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Linear regression, Bland–Altman, intraclass correlation coefficient, and one-way ANOVA with &lt;i&gt;p&lt;/i&gt; &lt; 0.05 considered significant.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Results&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Mean measurements in the left ventricular septum were 671 ± 31 ms (MOLLI), 761 ± 147 ms (SLLR-MRF), and 686 ± 39 ms (DIP-MRF) for T&lt;sub&gt;1&lt;/sub&gt;, and 63.5 ± 5.7 ms (T&lt;sub&gt;2&lt;/sub&gt;-bSSFP), 47.5 ± 12.7 ms (SLLR-MRF), and 45.2 ± 4.5 ms (DIP-MRF) for T&lt;sub&gt;2&lt;/sub&gt;. Compared to conventional mapping, DIP-MRF exhibited significantly lower T&lt;sub&gt;2&lt;/sub&gt; but no differences in T&lt;sub&gt;1&lt;/sub&gt; (&lt;i&gt;p&lt;/i&gt; &gt; 0.99). Standard deviations within the myocardium were significantly lower with DIP-MRF compared to SLLR-MRF (39 vs. 147 ms for T&lt;sub&gt;1&lt;/sub&gt; and 4.5 vs. 12.7 ms for T&lt;sub&gt;2&lt;/sub&gt;). O","PeriodicalId":16140,"journal":{"name":"Journal of Magnetic Resonance Imaging","volume":"63 5","pages":"1365-1377"},"PeriodicalIF":3.5,"publicationDate":"2026-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13066516/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146018518","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clinical Validation of a Fast MRI Method to Evaluate Brain Vascular and Parenchymal Abnormalities in Sturge-Weber Syndrome 快速MRI评估斯特奇-韦伯综合征脑血管及脑实质异常的临床验证。
IF 3.5 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-04-09 Epub Date: 2025-12-30 DOI: 10.1002/jmri.70222
Scotty G. McKay, Yongsheng Chen, E. Mark Haacke, Yang Xuan, Aimee F. Luat, Csaba Juhász
<div> <section> <h3> Background</h3> <p>Sturge-Weber syndrome (SWS) is a rare neurocutaneous disorder associated with venous capillary malformations, atrophy, and calcifications. Longitudinal imaging is limited by risks of sedation and gadolinium exposure in children.</p> </section> <section> <h3> Purpose</h3> <p>To evaluate whether strategically acquired gradient echo (STAGE), a rapid multi-contrast quantitative MRI method, can reliably detect vascular and parenchymal abnormalities in SWS compared with conventional pre-/post-contrast MRI.</p> </section> <section> <h3> Study Type</h3> <p>Observational cross-sectional.</p> </section> <section> <h3> Population</h3> <p>Twenty-two patients with unilateral SWS diagnosed by previous MRI (13 female; ages 2–24 years).</p> </section> <section> <h3> Field Strength/Sequence</h3> <p>3T/T1-weighted (T1W) and T2-weighted (T2W) turbo-spin-echo, fluid attenuated inversion recovery, and a 3D gradient echo-based STAGE sequence providing T1, proton density (PD), T2*, and R2* maps, susceptibility-weighted imaging (SWI), quantitative susceptibility mapping (QSM), T1W with enhanced gray matter to white matter contrast (T1WE), and synthetic images of T2W, FLAIR, and gradient echo images.</p> </section> <section> <h3> Assessment</h3> <p>Conventional MRI and STAGE images were reviewed in 10 patients (training group), side-by-side, to determine the STAGE-derived images that identify SWS abnormalities, including leptomeningeal venous capillary malformations (LVCM), enlarged deep medullary veins, choroid plexus enlargement, cerebral atrophy, and calcifications. In the remaining test group of 12 patients, three reviewers scored these abnormalities on STAGE images and compared them with scores from conventional MRI.</p> </section> <section> <h3> Statistical Tests</h3> <p>Interrater reliability with intraclass correlation coefficient (ICC), Spearman's rank correlation, Wilcoxon signed-ranked test, Mann–Whitney <i>U</i>-test, Fisher's exact test. Statistical significance level was set as <i>p</i> < 0.05.</p> </section> <section> <h3> Results</h3> <p>LVCMs were visualized on STAGE with SWI and R2*. Calcifications were different
背景:斯特奇-韦伯综合征(SWS)是一种罕见的神经皮肤疾病,与静脉毛细血管畸形、萎缩和钙化有关。纵向成像受到儿童镇静和钆暴露风险的限制。目的:评价策略性获得梯度回声(STAGE),一种快速的多对比定量MRI方法,与常规的造影前/造影后MRI相比,是否能可靠地检测SWS的血管和实质异常。研究类型:观察性横断面。人群:既往MRI诊断单侧SWS患者22例(女性13例,年龄2-24岁)。场强/序列:3T/T1加权(T1W)和T2加权(T2W)涡轮自旋回波、流体衰减反演恢复和基于三维梯度回波的STAGE序列,提供T1、质子密度(PD)、T2*和R2*图、敏感性加权成像(SWI)、定量敏感性成像(QSM)、T1W增强灰质与白质对比(T1WE),以及T2W、FLAIR和梯度回波图像的合成图像。评估:对10例患者(训练组)的常规MRI和STAGE图像进行对比,以确定识别SWS异常的STAGE衍生图像,包括小脑膜静脉毛细血管畸形(LVCM)、深部髓静脉增大、脉络膜丛增大、脑萎缩和钙化。在剩下的12名患者的试验组中,三位评论者对STAGE图像上的这些异常进行评分,并将其与常规MRI评分进行比较。统计检验:类内相关系数(ICC)信度、Spearman秩相关、Wilcoxon符号秩检验、Mann-Whitney u检验、Fisher精确检验。结果:用SWI和R2*在STAGE上显示lvcm。通过PD、T1WE、合成梯度回波和QSM鉴别钙化与静脉异常。分期评分具有出色的评分间信度(ICCs > 0.90),与常规MRI评分相似,尽管在某些病例中存在微小差异(常规MRI与分期评分8.9 vs 8.7, p = 0.29)。数据结论:STAGE提供快速、非对比、多参数成像,可靠地检测常规MRI上的血管和实质SWS异常。证据等级:2。技术功效:第3阶段。
{"title":"Clinical Validation of a Fast MRI Method to Evaluate Brain Vascular and Parenchymal Abnormalities in Sturge-Weber Syndrome","authors":"Scotty G. McKay,&nbsp;Yongsheng Chen,&nbsp;E. Mark Haacke,&nbsp;Yang Xuan,&nbsp;Aimee F. Luat,&nbsp;Csaba Juhász","doi":"10.1002/jmri.70222","DOIUrl":"10.1002/jmri.70222","url":null,"abstract":"&lt;div&gt;\u0000 \u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Background&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Sturge-Weber syndrome (SWS) is a rare neurocutaneous disorder associated with venous capillary malformations, atrophy, and calcifications. Longitudinal imaging is limited by risks of sedation and gadolinium exposure in children.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Purpose&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;To evaluate whether strategically acquired gradient echo (STAGE), a rapid multi-contrast quantitative MRI method, can reliably detect vascular and parenchymal abnormalities in SWS compared with conventional pre-/post-contrast MRI.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Study Type&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Observational cross-sectional.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Population&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Twenty-two patients with unilateral SWS diagnosed by previous MRI (13 female; ages 2–24 years).&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Field Strength/Sequence&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;3T/T1-weighted (T1W) and T2-weighted (T2W) turbo-spin-echo, fluid attenuated inversion recovery, and a 3D gradient echo-based STAGE sequence providing T1, proton density (PD), T2*, and R2* maps, susceptibility-weighted imaging (SWI), quantitative susceptibility mapping (QSM), T1W with enhanced gray matter to white matter contrast (T1WE), and synthetic images of T2W, FLAIR, and gradient echo images.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Assessment&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Conventional MRI and STAGE images were reviewed in 10 patients (training group), side-by-side, to determine the STAGE-derived images that identify SWS abnormalities, including leptomeningeal venous capillary malformations (LVCM), enlarged deep medullary veins, choroid plexus enlargement, cerebral atrophy, and calcifications. In the remaining test group of 12 patients, three reviewers scored these abnormalities on STAGE images and compared them with scores from conventional MRI.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Statistical Tests&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Interrater reliability with intraclass correlation coefficient (ICC), Spearman's rank correlation, Wilcoxon signed-ranked test, Mann–Whitney &lt;i&gt;U&lt;/i&gt;-test, Fisher's exact test. Statistical significance level was set as &lt;i&gt;p&lt;/i&gt; &lt; 0.05.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Results&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;LVCMs were visualized on STAGE with SWI and R2*. Calcifications were different","PeriodicalId":16140,"journal":{"name":"Journal of Magnetic Resonance Imaging","volume":"63 5","pages":"1270-1281"},"PeriodicalIF":3.5,"publicationDate":"2026-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13066533/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145856361","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of Magnetic Resonance Imaging
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
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
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1