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A nomogram based on multiparametric magnetic resonance imaging improves the diagnostic performance of breast lesions diagnosed as BI-RADS category 4: A comparative study with the Kaiser score 基于多参数磁共振成像的nomogram提高了BI-RADS 4类乳腺病变的诊断效能:与Kaiser评分的比较研究
IF 3.2 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-02-01 DOI: 10.1016/j.ejrad.2025.111920
Xiao Yang , Zhou Lu , Xiaoying Tan , Lin Shao , Jie Shi , Weiqiang Dou , Zongqiong Sun

Purpose

To construct a nomogram combining Kaiser score (KS), synthetic MRI (syMRI) parameters, apparent diffusion coefficient (ADC), and clinical features to distinguish benign and malignant breast lesions better.

Methods

From December 2022 to February 2024, a retrospective cohort of 168 patients with breast lesions diagnosed as Breast Imaging Reporting and Data System (BI-RADS) category 4 by ultrasound and/or mammography was included. The research population was divided into the training set (n = 117) and the validation set (n = 51) by random sampling with a ratio of 7:3. Breast lesions’ KS, ADC, relaxation time of syMRI, and clinical and imaging features were statistically analyzed and compared between malignant and benign groups. Two experienced radiologists independently assigned KS, and measured quantitative values of ADC and parameters of syMRI, and the intraclass correlation coefficient (ICC) was calculated. Independent predictors were identified by univariable and multivariable logistic regression analysis. Then, a nomogram was established, and its performance was evaluated by the area under the curve (AUC), calibration curve, and decision curve.

Results

There were 168 lesions (118 malignant and 50 benign) in 168 female patients confirmed by histopathology. The interobserver agreement for each quantitative parameter was excellent. Older patient (OR = 1.091, 95 % confidence interval [CI]: 1.017–1.170, P = 0.014), higher lesions’ KS (OR = 288.431, 95 % CI: 34.930–2381.654, P < 0.001), lower ADC (OR = 0.077, 95 % CI: 0.011–0.558, P = 0.011), and lower T2 relaxation time (OR = 0.918, 95 % CI: 0.868–0.972, P = 0.003) were independent predictors of breast malignancies and utilized to establish the nomogram. The accuracy of KS, ADC, T2, and patient age in predicting malignant breast lesions was 88.89 %, 79.48 %, 82.05 %, and 58.97 %, respectively. No significant differences in AUCs of KS, ADC and T2 were observed in distinguishing benign from malignant breast lesions. The nomogram yielded higher AUCs of 0.968 (0.934–0.996) and 0.959 (0.863–0.995) in training and validation sets than KS, ADC, T2, and patient age (p < 0.05).

Conclusion

Although there were no significant differences among the AUCs of KS, ADC, and T2, the constructed nomogram incorporating these parameters significantly improves diagnostic performance for distinguishing benign and malignant BI-RADS 4 breast lesions. Future external validation is needed in practical applications.
目的:结合Kaiser评分(KS)、合成MRI (syMRI)参数、表观弥散系数(ADC)及临床特征,构建一种能更好区分乳腺良恶性病变的nomogram。方法:从2022年12月至2024年2月,通过超声和/或乳房x光检查诊断为乳腺成像报告和数据系统(BI-RADS)第4类乳腺病变的168例患者纳入回顾性队列。将研究人群按7:3的比例随机抽样,分为训练集(n = 117)和验证集(n = 51)。对恶性组与良性组乳腺病变的KS、ADC、syMRI松弛时间、临床及影像学特征进行统计学分析比较。两名经验丰富的放射科医师独立分配KS,测量ADC定量值和syMRI参数,计算类内相关系数(ICC)。通过单变量和多变量logistic回归分析确定独立预测因子。然后,通过曲线下面积(AUC)、标定曲线和决策曲线对其性能进行评价。结果:168例女性患者经组织病理证实病变168个,其中恶性118个,良性50个。观察者之间对每个定量参数的一致性非常好。年龄越大(OR = 1.091, 95%可信区间[CI]: 1.017 ~ 1.170, P = 0.014),病变的KS越高(OR = 288.431, 95% CI: 34.930 ~ 2381.654, P)。结论:虽然KS、ADC、T2的aus差异无统计学意义,但结合这些参数构建的nomogram BI-RADS 4乳腺病变良恶性的诊断价值显著提高。在实际应用中需要进一步的外部验证。
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引用次数: 0
Pelvic insufficiency fractures in locally advanced cervical cancer: the diagnostic yield of post-treatment MRI in a tertiary centre 局部晚期宫颈癌盆腔功能不全骨折:三级中心治疗后MRI的诊断率。
IF 3.2 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-02-01 DOI: 10.1016/j.ejrad.2025.111918
Consolato Gullì , Luca Russo , Diana Gavrila , Matteo Mangialardi , Giorgio Mazzotta , Matteo Mancino , Rosa Autorino , Evis Sala , Antonio Leone , Benedetta Gui

Purpose

To assess the incidence of pelvic insufficiency fractures (PIFs) after concurrent chemoradiotherapy (CCRT) in patients with locally advanced cervical cancer (LACC), their time of onset and risk factors. We also analysed the inter-observer agreement between gynaecologic radiologists (GYN readers) and radiologists expert in musculoskeletal imaging (MSK reader) in detecting PIFs in our tertiary care centre.

Methods

Patients with confirmed LACC who underwent concurrent chemoradiation (CCRT) at our institution from June 2019 to November 2022 were retrospectively included. These patients underwent follow-up pelvic MRI every 3–6 months after CCRT. Cohen’s kappa statistics was employed to assess the inter-observer agreement between GYN and MSK readers. Logistic regression analysis was performed calculating odds ratios (OR) to identify risk factors for PIFs, such as age, body mass index (BMI), diabetes, smoking, hypertension, renal function and tumour size.

Results

Eighty-seven patients were included. PIFs were diagnosed in 21/87 (24.1 %) patients with a median onset time of 7.4 months from the end of EBRT. Among risk factors, age was statistically associated with PIFs (OR = 1.057, 95 % CI: 1.005–1.118, p = 0.033) with median age in the fracture group of 61.1 years (range: 52.0–71.5) and 53.8 years (range: 43.8–63.3). BMI was a significant predictor of PIFs (OR = 1.134; 95 % CI: 1.013–1.285; p = 0.027), with a higher median BMI among patients with PIFs (26.5; range: 21.5–31.2) compared to non-fractured patients (23.1; range: 20.2–25.1). Also patients with reduced renal function (eGFR < 60 mL/min) had 3.437 times higher odds of experiencing fractures compared to those with normal eGFR. The GYN readers correctly identified PIFs in 2/21 cases and agreed with the MSK reader in 68/87 cases. The interobserver agreement was poor to fair (K = 0.138; 95 % CI: 0–0.311).

Conclusions

PIFs are a common complication of CCRT. Their identification on post-CCRT MRI may decrease the need for further targeted investigations and invasive treatments.
目的:探讨局部晚期宫颈癌(LACC)患者同步放化疗(CCRT)后盆腔功能不全骨折(pif)的发生率、发病时间及危险因素。我们还分析了在我们的三级保健中心检测pif时,妇科放射科医生(GYN阅读器)和肌肉骨骼成像放射科专家(MSK阅读器)之间的观察者间协议。方法:回顾性纳入2019年6月至2022年11月在我院接受同步放化疗(CCRT)的确诊LACC患者。这些患者在CCRT后每3-6个月随访一次盆腔MRI。采用Cohen's kappa统计来评估GYN和MSK读者之间的观察者间一致性。进行Logistic回归分析,计算比值比(OR),以确定pif的危险因素,如年龄、体重指数(BMI)、糖尿病、吸烟、高血压、肾功能和肿瘤大小。结果:纳入87例患者。87例患者中有21例(24.1%)被诊断为pif,中位发病时间为EBRT结束后7.4个月。危险因素中,年龄与pif有统计学相关性(OR = 1.057, 95% CI: 1.005 ~ 1.118, p = 0.033),骨折组中位年龄分别为61.1岁(52.0 ~ 71.5)和53.8岁(43.8 ~ 63.3)。BMI是pif的显著预测因子(OR = 1.134;95% ci: 1.013-1.285;p = 0.027), pif患者的中位BMI较高(26.5;范围:21.5-31.2)与非骨折患者(23.1;范围:20.2 - -25.1)。结论:pif是CCRT的常见并发症。在ccrt后MRI上对其进行识别可能会减少进一步有针对性的调查和侵入性治疗的需要。
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引用次数: 0
Feasibility of very low iodine dose aortoiliac CT angiography using dual-source photon-counting detector CT 极低碘剂量双源光子计数CT主动脉血管造影的可行性。
IF 3.2 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-02-01 DOI: 10.1016/j.ejrad.2025.111919
Tim Oechsner , Martin Soschynski , Christopher L. Schlett , Tobias Krauss , Christopher Schupppert , Katharina Müller-Peltzer , Milán Vecsey-Nagy , Dmitrij Kravchenko , Ákos Varga-Szemes , Tilman Emrich , Raphael Scheu , Jana Taron , Fabian Bamberg , Muhammad Taha Hagar

Purpose

To evaluate the feasibility of aortoiliac CT-Angiography (CTA) using dual-source photon-counting detector (PCD)-CT with minimal iodine dose.

Methods

This IRB-approved, single-center prospective study enrolled patients with indications for aortoiliac CTA from December 2022 to March 2023. All scans were performed using a first-generation dual-source PCD-CT. Images were acquired with fast pitch and full spectral capabilities (collimation 144 × 0.4 mm). The contrast protocol included a mixture of sodium chloride and iodinated contrast agent (Iopromide, total iodine dose: 9.5–9.8 g). Virtual monoenergetic images (VMIs) were reconstructed at 40, 50, 60, and 68 keV. Two blinded radiologists evaluated image quality on a 4-point scale. Attenuation was measured across eight regions in the aorta and iliac arteries, and contrast-to-noise ratio (CNR) was calculated. Statistical comparisons were performed using repeated measures ANOVA and Bonferroni post-hoc tests.

Results

The final cohort consisted of 39 subjects (mean age: 69.6 ± 9.6 years; 30.8 % female). VMI at 40 keV provided significantly higher attenuation: 478 ± 114 HU, compared to 50 keV (331 ± 74 HU), 60 keV (241 ± 51 HU), and 68 keV (190 ± 48 HU) (p < 0.01). This translated in increased CNR for 40 keV reconstructions (11.8 ± 3.9), followed by 50 keV (9.1 ± 3.0), 60 keV (7.0 ± 2.3), and 68 keV (6.1 ± 1.9) (p < 0.01). Subjective image quality was rated excellent at 40 keV (4 [3,4]), though associated with highest noise (38 ± 7.4 HU, p = 0.02).

Conclusion

Aortoiliac CTA using dual-source PCD-CT at 40 keV achieved high attenuation and CNR, enabling effective imaging with only 9.8 g of iodine.
目的:探讨双源光子计数检测器(PCD)-CT在低碘剂量下应用于主动脉-髂血管造影(CTA)的可行性。方法:这项经irb批准的单中心前瞻性研究纳入了2022年12月至2023年3月有主动脉髂动脉CTA适应症的患者。所有扫描均使用第一代双源PCD-CT进行。获得的图像具有快速节距和全光谱能力(准直144 × 0.4 mm)。对比方案包括氯化钠和碘化对比剂(碘丙胺,总碘剂量:9.5-9.8 g)的混合物。在40、50、60和68 keV下重建虚拟单能图像(vmi)。两名盲法放射科医生以4分制评估图像质量。在主动脉和髂动脉的8个区域测量衰减,并计算对比噪声比(CNR)。采用重复测量方差分析和Bonferroni事后检验进行统计比较。结果:最终队列包括39名受试者(平均年龄:69.6±9.6岁;30.8%为女性)。与50 keV(331±74 HU)、60 keV(241±51 HU)和68 keV(190±48 HU)相比,40 keV的VMI提供了更高的衰减:478±114 HU (p)结论:40 keV双源PCD-CT主动脉动脉CTA具有高衰减和CNR,仅使用9.8 g碘即可实现有效成像。
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引用次数: 0
Breast imaging readers’ performance in the PERFORMS test-set based assessment scheme within the MyPeBS international randomised study
IF 3.2 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-02-01 DOI: 10.1016/j.ejrad.2025.111938
Eleni Michalopoulou , Iain Darker , Valentina Iotti , Efrat Slonim , Harry J. de Koning , Rodrigo Alcantara Souza , Jean-Benoit Burrion , Sandrine De Montgolfier , Cécile Vissac-Sabatier , Michal Guindy , Pierpaolo Pattacini , Suzette Delaloge , Fiona J. Gilbert , Yan Chen , the MyPeBS Consortium

Purpose

A survey conducted by the European Society of Breast Imaging (EUSOBI) in 2023 revealed significant variations in Quality Assurance (QA) practices across Europe. The UK encourages regular performance monitoring for screen readers. This study aimed to assess the variability in diagnostic performance among readers participating in a wider prospective randomised trial across multiple countries.

Method

In this retrospective multinational study, breast imaging readers from the MyPeBS clinical trial examined a test set of 40 challenging breast screening cases using the PERFORMS software, from March 2021 to February 2022. The challenging set, enriched with biopsy-proven cancers, aimed to differentiate readers by their level of diagnostic performance. Cancer detection and correct return to screen rates were calculated for each participant.

Results

A total of 110 readers from 6 countries completed the PERFORMS test set, while 88 also completed an accompanying questionnaire collecting information about their breast screening work and experience. The study revealed variability in cancer detection rates (M = 73.6 %, SD = 19.7 %, range 0.0 %–100.0 %) and correct return to screen rates (M = 79.7 %, SD = 10.5 %, range 46.4 %–100.0 %). Outliers with extremely low cancer detection (2.7 % of participants) and correct return to screen rates (1.8 % of participants) were also identified.

Conclusions

Breast imaging readers’ performance in test set-based assessments like PERFORMS can reflect real-world screening proficiency. The presence of outlier readers with low diagnostic performance on the test highlights the need for double reading and for standardised QA protocols to ensure patient safety and service efficiency.
{"title":"Breast imaging readers’ performance in the PERFORMS test-set based assessment scheme within the MyPeBS international randomised study","authors":"Eleni Michalopoulou ,&nbsp;Iain Darker ,&nbsp;Valentina Iotti ,&nbsp;Efrat Slonim ,&nbsp;Harry J. de Koning ,&nbsp;Rodrigo Alcantara Souza ,&nbsp;Jean-Benoit Burrion ,&nbsp;Sandrine De Montgolfier ,&nbsp;Cécile Vissac-Sabatier ,&nbsp;Michal Guindy ,&nbsp;Pierpaolo Pattacini ,&nbsp;Suzette Delaloge ,&nbsp;Fiona J. Gilbert ,&nbsp;Yan Chen ,&nbsp;the MyPeBS Consortium","doi":"10.1016/j.ejrad.2025.111938","DOIUrl":"10.1016/j.ejrad.2025.111938","url":null,"abstract":"<div><h3>Purpose</h3><div>A survey conducted by the European Society of Breast Imaging (EUSOBI) in 2023 revealed significant variations in Quality Assurance (QA) practices across Europe. The UK encourages regular performance monitoring for screen readers. This study aimed to assess the variability in diagnostic performance among readers participating in a wider prospective randomised trial across multiple countries.</div></div><div><h3>Method</h3><div>In this retrospective multinational study, breast imaging readers from the MyPeBS clinical trial examined a test set of 40 challenging breast screening cases using the PERFORMS software, from March 2021 to February 2022. The challenging set, enriched with biopsy-proven cancers, aimed to differentiate readers by their level of diagnostic performance. Cancer detection and correct return to screen rates were calculated for each participant.</div></div><div><h3>Results</h3><div>A total of 110 readers from 6 countries completed the PERFORMS test set, while 88 also completed an accompanying questionnaire collecting information about their breast screening work and experience. The study revealed variability in cancer detection rates (M = 73.6 %, SD = 19.7 %, range 0.0 %–100.0 %) and correct return to screen rates (M = 79.7 %, SD = 10.5 %, range 46.4 %–100.0 %). Outliers with extremely low cancer detection (2.7 % of participants) and correct return to screen rates (1.8 % of participants) were also identified.</div></div><div><h3>Conclusions</h3><div>Breast imaging readers’ performance in test set-based assessments like PERFORMS can reflect real-world screening proficiency. The presence of outlier readers with low diagnostic performance on the test highlights the need for double reading and for standardised QA protocols to ensure patient safety and service efficiency.</div></div>","PeriodicalId":12063,"journal":{"name":"European Journal of Radiology","volume":"183 ","pages":"Article 111938"},"PeriodicalIF":3.2,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143037672","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Impact of intravenous CT contrast agents on internal calibration techniques to determine trabecular BMD of the lumbar spine 静脉注射CT造影剂对确定腰椎骨小梁骨密度的内部校准技术的影响。
IF 3.2 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-02-01 DOI: 10.1016/j.ejrad.2025.111923
Stefan Bartenschlager , Alexander Cavallaro , Tobias Pogarell , Michael Uder , Oliver Chaudry , Georg Schett , Klaus Engelke

Objectives

Contrast agents are frequently administered in computed tomography (CT) scans used for opportunistic screening of osteoporosis. The objective of this study is to compare the impact of contrast-related bone mineral density (BMD) increase between phantom-based and internal CT calibration techniques.

Materials and Methods

Phantom-based and internal CT calibration techniques were used to determine trabecular BMD in 93 existing clinical CT scans of the lumbar spine of 34 subjects, scanned before and after administration of contrast agents. BMD differences between native (Nat) and contrast-enhanced scans in arterial (Art) and portal venous (PV) phases were compared among calibration methods. Three pairs of internal reference materials were investigated: blood/air, subcutaneous adipose tissue (SAT)/air and muscle tissue/air.

Results

Contrast agents increased CT values of blood in the aorta and the inferior vena cava in the Art phase by 210 ± 99HU and 47 ± 35HU, respectively and in the PV phase by 110 ± 49HU and 73 ± 28HU, respectively. Effects on CT values of muscle and SAT were < 5HU in the Art phase and < 10HU in the PV phase.
BMD obtained with phantom calibration increased significantly (p < 0.01) in Art and PV phases by 8.6 ± 14.7 mg/cm3 and 14.4 ± 16.3 mg/cm3, respectively. If SAT/air or muscle/air were used as internal reference materials, increases in internally calibrated BMD (<12 mg/cm3 in AT phase and < 17 mg/cm3 in PV phase) did not significantly differ (p > 0.1 for Art and PV phases) from increases of phantom-calibrated BMD.

Conclusions

Although CT values of internal reference materials increased following the administration of contrast, internal calibration was unable to mitigate the contrast-related BMD increases observed in phantom-based calibration.
目的:造影剂经常用于计算机断层扫描(CT),用于骨质疏松症的机会性筛查。本研究的目的是比较基于幻影和内部CT校准技术对对比相关骨矿物质密度(BMD)增加的影响。材料和方法:采用基于幻影和内部CT校准技术,对34名受试者的93份腰椎临床CT扫描进行对比剂前后扫描,以确定骨小梁骨密度。比较两种校准方法在动脉(Art)和门静脉(PV)期的天然(Nat)和增强扫描的骨密度差异。研究了血液/空气、皮下脂肪组织(SAT)/空气和肌肉组织/空气三对内参物。结果:造影剂使Art期主动脉和下腔静脉血流CT值分别增加210±99HU和47±35HU,使PV期血流CT值分别增加110±49HU和73±28HU。对肌肉CT值和SAT值的影响分别为3和14.4±16.3 mg/cm3。如果使用SAT/air或肌肉/air作为内参比物质,内部校准BMD的增加(AT期3个,PV期3个)与幻影校准BMD的增加没有显著差异(Art和PV期p >.1)。结论:虽然内参比物的CT值在使用造影剂后增加,但内校准无法减轻基于幻象的校准中观察到的与造影剂相关的BMD增加。
{"title":"Impact of intravenous CT contrast agents on internal calibration techniques to determine trabecular BMD of the lumbar spine","authors":"Stefan Bartenschlager ,&nbsp;Alexander Cavallaro ,&nbsp;Tobias Pogarell ,&nbsp;Michael Uder ,&nbsp;Oliver Chaudry ,&nbsp;Georg Schett ,&nbsp;Klaus Engelke","doi":"10.1016/j.ejrad.2025.111923","DOIUrl":"10.1016/j.ejrad.2025.111923","url":null,"abstract":"<div><h3>Objectives</h3><div>Contrast agents are frequently administered in computed tomography (CT) scans used for opportunistic screening of osteoporosis. The objective of this study is to compare the impact of contrast-related bone mineral density (BMD) increase between phantom-based and internal CT calibration techniques.</div></div><div><h3>Materials and Methods</h3><div>Phantom-based and internal CT calibration techniques were used to determine trabecular BMD in 93 existing clinical CT scans of the lumbar spine of 34 subjects, scanned before and after administration of contrast agents. BMD differences between native (Nat) and contrast-enhanced scans in arterial (Art) and portal venous (PV) phases were compared among calibration methods. Three pairs of internal reference materials were investigated: blood/air, subcutaneous adipose tissue (SAT)/air and muscle tissue/air.</div></div><div><h3>Results</h3><div>Contrast agents increased CT values of blood in the aorta and the inferior vena cava in the Art phase by 210 ± 99HU and 47 ± 35HU, respectively and in the PV phase by 110 ± 49HU and 73 ± 28HU, respectively. Effects on CT values of muscle and SAT were &lt; 5HU in the Art phase and &lt; 10HU in the PV phase.</div><div>BMD obtained with phantom calibration increased significantly (p &lt; 0.01) in Art and PV phases by 8.6 ± 14.7 mg/cm<sup>3</sup> and 14.4 ± 16.3 mg/cm<sup>3</sup>, respectively. If SAT/air or muscle/air were used as internal reference materials, increases in internally calibrated BMD (&lt;12 mg/cm<sup>3</sup> in AT phase and &lt; 17 mg/cm<sup>3</sup> in PV phase) did not significantly differ (p &gt; 0.1 for Art and PV phases) from increases of phantom-calibrated BMD.</div></div><div><h3>Conclusions</h3><div>Although CT values of internal reference materials increased following the administration of contrast, internal calibration was unable to mitigate the contrast-related BMD increases observed in phantom-based calibration.</div></div>","PeriodicalId":12063,"journal":{"name":"European Journal of Radiology","volume":"183 ","pages":"Article 111923"},"PeriodicalIF":3.2,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143002662","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
The added value of b0-DWI analysis in the diagnosis of cavitating lacunes when T2-weighted spin-echo is unavailable 当t2加权自旋回波不存在时,b0-DWI分析对空化陷窝的诊断价值。
IF 3.2 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-02-01 DOI: 10.1016/j.ejrad.2025.111924
Céline Leung Kune Chong , Andreea Aignatoaie , Alexandre Salem , Canan Ozsancak , Christophe Magni , Grégoire Boulouis , Héloïse Ifergan , Jean-Philippe Cottier , Marco Pasi , Pascal Auzou , Gilles Metrard , Clara Cohen

Purpose

Silent brain infarcts, sometimes appearing as incidental lacunes in patients with unknown history of vascular event, are linked to dementia, gait disturbances and depression. We observed that some cavitating lacunes were only visible on b0-diffusion-weighted-imaging (b0-DWI: T2-weighted without diffusion gradients) when T2-weighted-spin-echo (T2-SE) was unavailable. We aimed to evaluate the additional value of b0-DWI in detecting cavitating lacunes.

Methods

We retrospectively included patients aged ≥ 65 years who underwent brain MRI (1.5 T or 3 T) for various indications, with FLAIR (Fluid Attenuated Inversion Recovery) and b0-DWI, without T2-SE. Patients with multiple sclerosis, lacking b0-DWI or with low-quality MRI were excluded. Vascular risk factors, white matter lesions (Fazekas scale) and mention of lacune in the radiology report were inquired. Two radiologists independently analyzed all b0-DWI sequences, followed by FLAIR.

Results

Among 306 subjects, at least one lacune was observed in 149 (48.7 %): 54 (36.2 %) supratentorial, 32 (21.5 %) infratentorial and 63 (42.3 %) both. Of these, 119 (79.9 %) had vascular risk factors and 135 (90.6 %) had white matter lesions. 33 (10.8 %) were exclusively detected on b0-DWI (b0-DWI-lacunes), of which 5 (1.6 %) without vascular factor, and 20 (6.5 %) were unmentioned in the report. Among b0-DWI-lacunes, 15 (45.5 %) were supratentorial, 9 (27.3 %) infratentorial and 9 (27.3 %) both, with 28 (84.8 %) associated with white matter lesions. Inter-rater reliability for b0-DWI-lacunes diagnosis was good (95.6 % agreement, kappa = 0.717, CI95% [0.568–0.869]).

Conclusion

In our study, 10.8% b0-DWI-lacunes were not visible on FLAIR, and 6.5% were unmentioned in the neuroradiology report. Examining FLAIR alongside b0-DWI improves diagnostic performance for cavitating lacune detection and contributes to vascular prevention.
目的:无症状性脑梗死,有时在血管事件史不明的患者中表现为偶然的凹窝,与痴呆、步态障碍和抑郁有关。我们观察到,当t2加权自旋回波(T2-SE)不可用时,一些空化凹区仅在b0扩散加权成像(b0-DWI: t2加权无扩散梯度)上可见。我们的目的是评估b0-DWI在检测空泡窝中的附加价值。方法:我们回顾性地纳入了年龄≥65岁的患者,他们接受了各种适应症的脑MRI (1.5 T或3t),有FLAIR(液体衰减反转恢复)和b0-DWI,没有T2-SE。排除多发性硬化症、b0-DWI缺失或MRI低质量的患者。询问血管危险因素、白质病变(Fazekas评分)及影像学报告中有无凹陷。两名放射科医生独立分析了所有的b0-DWI序列,然后进行了FLAIR分析。结果:306例患者中,至少有1个腔隙者149例(48.7%),幕上腔隙54例(36.2%),幕下腔隙32例(21.5%),幕下腔隙63例(42.3%)。其中119例(79.9%)有血管危险因素,135例(90.6%)有白质病变。b0-DWI (b0-DWI-lacunes)只检出33例(10.8%),其中未检出血管因子的5例(1.6%),未报道的20例(6.5%)。在b0- dwi陷窝中,幕上陷窝15例(45.5%),幕下陷窝9例(27.3%),两者均有9例(27.3%),其中28例(84.8%)伴有白质病变。b0-DWI-lacunes诊断的评分间信度较好(一致性95.6%,kappa = 0.717, CI95%[0.568-0.869])。结论:在我们的研究中,10.8%的b0- dwi陷窝在FLAIR上不可见,6.5%在神经放射学报告中未被提及。与b0-DWI同时检查FLAIR可提高空化腔隙检测的诊断性能,并有助于血管预防。
{"title":"The added value of b0-DWI analysis in the diagnosis of cavitating lacunes when T2-weighted spin-echo is unavailable","authors":"Céline Leung Kune Chong ,&nbsp;Andreea Aignatoaie ,&nbsp;Alexandre Salem ,&nbsp;Canan Ozsancak ,&nbsp;Christophe Magni ,&nbsp;Grégoire Boulouis ,&nbsp;Héloïse Ifergan ,&nbsp;Jean-Philippe Cottier ,&nbsp;Marco Pasi ,&nbsp;Pascal Auzou ,&nbsp;Gilles Metrard ,&nbsp;Clara Cohen","doi":"10.1016/j.ejrad.2025.111924","DOIUrl":"10.1016/j.ejrad.2025.111924","url":null,"abstract":"<div><h3>Purpose</h3><div>Silent brain infarcts, sometimes appearing as incidental lacunes in patients with unknown history of vascular event, are linked to dementia, gait disturbances and depression. We observed that some cavitating lacunes were only visible on b0-diffusion-weighted-imaging (b0-DWI: T2-weighted without diffusion gradients) when T2-weighted-spin-echo (T2-SE) was unavailable. We aimed to evaluate the additional value of b0-DWI in detecting cavitating lacunes.</div></div><div><h3>Methods</h3><div>We retrospectively included patients aged ≥ 65 years who underwent brain MRI (1.5 T or 3 T) for various indications, with FLAIR (Fluid Attenuated Inversion Recovery) and b0-DWI, without T2-SE. Patients with multiple sclerosis, lacking b0-DWI or with low-quality MRI were excluded. Vascular risk factors, white matter lesions (Fazekas scale) and mention of lacune in the radiology report were inquired. Two radiologists independently analyzed all b0-DWI sequences, followed by FLAIR.</div></div><div><h3>Results</h3><div>Among 306 subjects, at least one lacune was observed in 149 (48.7 %): 54 (36.2 %) supratentorial, 32 (21.5 %) infratentorial and 63 (42.3 %) both. Of these, 119 (79.9 %) had vascular risk factors and 135 (90.6 %) had white matter lesions. 33 (10.8 %) were exclusively detected on b0-DWI (b0-DWI-lacunes), of which 5 (1.6 %) without vascular factor, and 20 (6.5 %) were unmentioned in the report. Among b0-DWI-lacunes, 15 (45.5 %) were supratentorial, 9 (27.3 %) infratentorial and 9 (27.3 %) both, with 28 (84.8 %) associated with white matter lesions. Inter-rater reliability for b0-DWI-lacunes diagnosis was good (95.6 % agreement, kappa = 0.717, CI<sub>95%</sub> [0.568–0.869]).</div></div><div><h3>Conclusion</h3><div>In our study, 10.8% b0-DWI-lacunes were not visible on FLAIR, and 6.5% were unmentioned in the neuroradiology report. Examining FLAIR alongside b0-DWI improves diagnostic performance for cavitating lacune detection and contributes to vascular prevention.</div></div>","PeriodicalId":12063,"journal":{"name":"European Journal of Radiology","volume":"183 ","pages":"Article 111924"},"PeriodicalIF":3.2,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143002668","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Using evidence-based imaging referral guidelines to facilitate appropriate imaging: Are they all the same?
IF 3.2 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-02-01 DOI: 10.1016/j.ejrad.2025.111933
Yi Xiang Tay , Shane J. Foley , Marcus EH Ong , Robert Chun Chen , Lai Peng Chan , Ronan Killeen , Eu Jin Tan , May San Mak , Jonathan P. McNulty

Rationale and Objectives

Countries worldwide have selected, adopted, adapted, and translated evidence-based imaging referral guidelines from radiology professional bodies. This study establishes the concordance of three imaging referral guidelines from the ACR, ESR, and RCR, and examines the emergency department cervical spine imaging appropriateness rates.

Materials and Methods

A retrospective analysis of the electronic medical records was performed between October 1st to December 31st, 2022, evaluating 452 radiography and 153 CT imaging referrals. For each case, the initial clinical diagnosis was integrated with the corresponding clinical notes for analysis. Evaluation of the appropriateness rating was dichotomised to either ‘indicated’ or ‘not indicated’ for analytical and practical purposes. The inter-rater agreement for the imaging referral guidelines was calculated using Fleiss’ Kappa and Cohen’s Kappa.

Results

The overall appropriateness rate of X-ray cervical spine imaging referrals was 13.3 % −75.2 %, depending on the imaging referral guidelines utilised. The appropriateness rate of CT cervical spine was 90.8 %, which was an identical rate for all three of the guidelines. Fleiss’ Kappa indicated the guidelines for X-ray of the cervical spine had slight agreement (κ = 0.135 (95 % CI, 0.088 to 0.183), p < 0.001) and almost perfect agreement amongst guidelines for CT cervical spine (κ = 1.000 (95 % CI, 0.909 to 1.091), p < 0.001). For pairwise comparison, ACR AC and ESR iGuide for X-ray demonstrated moderate agreement (κ = 0.765, p < 0.001); however, RCR iRefer had no level of agreement with both. For CT, there was almost perfect agreement between all the guidelines.

Conclusion

The guidelines demonstrated slight agreement for X-ray cervical spine and almost perfect agreement for CT cervical spine, complicating audit process and influencing audit output. Multidisciplinary buy-in positively impacts CT cervical spine appropriateness rates. Harmonising and prioritising guideline development for commonly encountered clinical scenarios is required.
{"title":"Using evidence-based imaging referral guidelines to facilitate appropriate imaging: Are they all the same?","authors":"Yi Xiang Tay ,&nbsp;Shane J. Foley ,&nbsp;Marcus EH Ong ,&nbsp;Robert Chun Chen ,&nbsp;Lai Peng Chan ,&nbsp;Ronan Killeen ,&nbsp;Eu Jin Tan ,&nbsp;May San Mak ,&nbsp;Jonathan P. McNulty","doi":"10.1016/j.ejrad.2025.111933","DOIUrl":"10.1016/j.ejrad.2025.111933","url":null,"abstract":"<div><h3>Rationale and Objectives</h3><div>Countries worldwide have selected, adopted, adapted, and translated evidence-based imaging referral guidelines from radiology professional bodies. This study establishes the concordance of three imaging referral guidelines from the ACR, ESR, and RCR, and examines the emergency department cervical spine imaging appropriateness rates.</div></div><div><h3>Materials and Methods</h3><div>A retrospective analysis of the electronic medical records was performed between October 1st to December 31st, 2022, evaluating 452 radiography and 153 CT imaging referrals. For each case, the initial clinical diagnosis was integrated with the corresponding clinical notes for analysis. Evaluation of the appropriateness rating was dichotomised to either ‘indicated’ or ‘not indicated’ for analytical and practical purposes. The inter-rater agreement for the imaging referral guidelines was calculated using Fleiss’ Kappa and Cohen’s Kappa.</div></div><div><h3>Results</h3><div>The overall appropriateness rate of X-ray cervical spine imaging referrals was 13.3 % −75.2 %, depending on the imaging referral guidelines utilised. The appropriateness rate of CT cervical spine was 90.8 %, which was an identical rate for all three of the guidelines. Fleiss’ Kappa indicated the guidelines for X-ray of the cervical spine had slight agreement (κ = 0.135 (95 % CI, 0.088 to 0.183), p &lt; 0.001) and almost perfect agreement amongst guidelines for CT cervical spine (κ = 1.000 (95 % CI, 0.909 to 1.091), p &lt; 0.001). For pairwise comparison, ACR AC and ESR iGuide for X-ray demonstrated moderate agreement (κ = 0.765, p &lt; 0.001); however, RCR iRefer had no level of agreement with both. For CT, there was almost perfect agreement between all the guidelines.</div></div><div><h3>Conclusion</h3><div>The guidelines demonstrated slight agreement for X-ray cervical spine and almost perfect agreement for CT cervical spine, complicating audit process and influencing audit output. Multidisciplinary buy-in positively impacts CT cervical spine appropriateness rates. Harmonising and prioritising guideline development for commonly encountered clinical scenarios is required.</div></div>","PeriodicalId":12063,"journal":{"name":"European Journal of Radiology","volume":"183 ","pages":"Article 111933"},"PeriodicalIF":3.2,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143046081","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Rare delayed hypersensitivity reactions to contrast media: Severe cutaneous adverse reactions
IF 3.2 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-02-01 DOI: 10.1016/j.ejrad.2024.111908
Aart J. van der Molen , Annick A.J.M. van de Ven , Francisco Vega , Ilona A. Dekkers , José J. Laguna
The risk of developing a severe delayed cutaneous reaction (SCAR) is very low following iodine-based contrast medium (ICM) administration and extremely low following gadolinium-based contrast agent (GBCA) administration. However, SCAR can be very severe and potentially life-threatening. It is crucial for the imaging physician to recognize danger signals: bullous skin eruption, skin erosion and detachment, mucosal involvement, systemic symptoms, and laboratory abnormalities. Patients suspected of having a SCAR should be urgently referred to a drug allergy specialist or dermatologist. To prevent recurrence, consider exploring alternative imaging modalities and avoid administering the same type of contrast medium involved: if the culprit is a ICM, avoid all ICM and if the culprit is a GBCA, avoid all GBCA. In an allergy centre with experience in SCAR evaluation a careful allergologic analysis may be performed safely several months after the patient has recovered from SCAR. However, allergologic analysis is challenging due to the lack of reliable in vitro diagnostic tests and the risks of in vivo diagnostic tests, particularly drug provocation tests.
{"title":"Rare delayed hypersensitivity reactions to contrast media: Severe cutaneous adverse reactions","authors":"Aart J. van der Molen ,&nbsp;Annick A.J.M. van de Ven ,&nbsp;Francisco Vega ,&nbsp;Ilona A. Dekkers ,&nbsp;José J. Laguna","doi":"10.1016/j.ejrad.2024.111908","DOIUrl":"10.1016/j.ejrad.2024.111908","url":null,"abstract":"<div><div>The risk of developing a severe delayed cutaneous reaction (SCAR) is very low following iodine-based contrast medium (ICM) administration and extremely low following gadolinium-based contrast agent (GBCA) administration. However, SCAR can be very severe and potentially life-threatening. It is crucial for the imaging physician to recognize danger signals: bullous skin eruption, skin erosion and detachment, mucosal involvement, systemic symptoms, and laboratory abnormalities. Patients suspected of having a SCAR should be urgently referred to a drug allergy specialist or dermatologist. To prevent recurrence, consider exploring alternative imaging modalities and avoid administering the same type of contrast medium involved: if the culprit is a ICM, avoid all ICM and if the culprit is a GBCA, avoid all GBCA. In an allergy centre with experience in SCAR evaluation a careful allergologic analysis may be performed safely several months after the patient has recovered from SCAR. However, allergologic analysis is challenging due to the lack of reliable <em>in vitro</em> diagnostic tests and the risks of <em>in vivo</em> diagnostic tests, particularly drug provocation tests.</div></div>","PeriodicalId":12063,"journal":{"name":"European Journal of Radiology","volume":"183 ","pages":"Article 111908"},"PeriodicalIF":3.2,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143159528","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Validation of AI-driven measurements for hip morphology assessment
IF 3.2 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-02-01 DOI: 10.1016/j.ejrad.2024.111911
Louis Lassalle , Nor-eddine Regnard , Marion Durteste , Jeanne Ventre , Vincent Marty , Lauryane Clovis , Zekun Zhang , Nicolas Nitche , Alexis Ducarouge , Alexia Tran , Jean-Denis Laredo , Ali Guermazi

Rationale and Objectives

Accurate assessment of hip morphology is crucial for the diagnosis and management of hip pathologies. Traditional manual measurements are prone to mistakes and inter- and intra-reader variability. Artificial intelligence (AI) could mitigate such issues by providing accurate and reproducible measurements. The aim of this study was to compare the performance of BoneMetrics (Gleamer, Paris, France) in measuring pelvic and hip parameters on anteroposterior (AP) and false profile radiographs to expert manual measurements.

Materials and Methods

This retrospective study included AP and false profile pelvic radiographs collected from private practices in France. Pelvic and hip measurements included the femoral neck shaft angle, lateral center edge angle, acetabular roof angle, pelvic obliquity, and vertical center anterior angle. AI measurements were compared to a ground truth established by two expert radiologists. Performance metrics included mean absolute error (MAE), Bland-Altman analysis, and intraclass correlation coefficients (ICC).

Results

AI measurements were performed on AP views from 88 patients and on false profile views from 60 patients. They demonstrated high accuracy, with MAE values inferior to 0.5 mm for pelvic obliquity and inferior to 4.2° for all pelvic angles on both views. ICC values indicated good to excellent agreement between AI measurements and the ground truth (0.78–0.99). Notably, no significant differences were found in AI measurement accuracy between patients with normal and abnormal acetabular coverage.

Conclusion

The application of AI in measuring pelvic and hip parameters on AP and false profile radiographs demonstrates promising outcomes. The results reveal that these AI-powered measurements provide accurate estimations and show strong agreement with expert manual measurements. Ultimately, the use of AI has the potential to enhance the reproducibility of measurements as part of comprehensive hip assessments, thereby improving diagnostic accuracy.
{"title":"Validation of AI-driven measurements for hip morphology assessment","authors":"Louis Lassalle ,&nbsp;Nor-eddine Regnard ,&nbsp;Marion Durteste ,&nbsp;Jeanne Ventre ,&nbsp;Vincent Marty ,&nbsp;Lauryane Clovis ,&nbsp;Zekun Zhang ,&nbsp;Nicolas Nitche ,&nbsp;Alexis Ducarouge ,&nbsp;Alexia Tran ,&nbsp;Jean-Denis Laredo ,&nbsp;Ali Guermazi","doi":"10.1016/j.ejrad.2024.111911","DOIUrl":"10.1016/j.ejrad.2024.111911","url":null,"abstract":"<div><h3>Rationale and Objectives</h3><div>Accurate assessment of hip morphology is crucial for the diagnosis and management of hip pathologies. Traditional manual measurements are prone to mistakes and inter- and intra-reader variability. Artificial intelligence (AI) could mitigate such issues by providing accurate and reproducible measurements. The aim of this study was to compare the performance of BoneMetrics (Gleamer, Paris, France) in measuring pelvic and hip parameters on anteroposterior (AP) and false profile radiographs to expert manual measurements.</div></div><div><h3>Materials and Methods</h3><div>This retrospective study included AP and false profile pelvic radiographs collected from private practices in France. Pelvic and hip measurements included the femoral neck shaft angle, lateral center edge angle, acetabular roof angle, pelvic obliquity, and vertical center anterior angle. AI measurements were compared to a ground truth established by two expert radiologists. Performance metrics included mean absolute error (MAE), Bland-Altman analysis, and intraclass correlation coefficients (ICC).</div></div><div><h3>Results</h3><div>AI measurements were performed on AP views from 88 patients and on false profile views from 60 patients. They demonstrated high accuracy, with MAE values inferior to 0.5 mm for pelvic obliquity and inferior to 4.2° for all pelvic angles on both views. ICC values indicated good to excellent agreement between AI measurements and the ground truth (0.78–0.99). Notably, no significant differences were found in AI measurement accuracy between patients with normal and abnormal acetabular coverage.</div></div><div><h3>Conclusion</h3><div>The application of AI in measuring pelvic and hip parameters on AP and false profile radiographs demonstrates promising outcomes. The results reveal that these AI-powered measurements provide accurate estimations and show strong agreement with expert manual measurements. Ultimately, the use of AI has the potential to enhance the reproducibility of measurements as part of comprehensive hip assessments, thereby improving diagnostic accuracy.</div></div>","PeriodicalId":12063,"journal":{"name":"European Journal of Radiology","volume":"183 ","pages":"Article 111911"},"PeriodicalIF":3.2,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143160927","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
MRI-based multiregional radiomics for desmoplastic reaction classification and prognosis stratification in stage II rectal cancer: A bicenter study 基于mri的多区域放射组学用于II期直肠癌的结缔组织增生反应分类和预后分层:一项双中心研究。
IF 3.2 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-02-01 DOI: 10.1016/j.ejrad.2024.111888
Shuxuan Fan , Jing Wang , Yan Hou , Xiaonan Cui , Ziwei Feng , Lisha Qi , Jiaxin Liu , Keyi Bian , Jing Liang , Zhaoxiang Ye , Sunyi Zheng , Wenjuan Ma

Purpose

To develop an MRI-based multiregional radiomics model for the noninvasive desmoplastic reaction (DR) classification and prognosis stratification in stage II rectal cancer (RC) patients.

Materials and Methods

This study retrospectively involved 336 patients with RC from two centers, with 239 from Center 1 divided into training (n = 191) and internal validation (n = 48) datasets at an 8:2 ratio, and 97 from Center 2 serving as external validation dataset. Radiomics features were extracted, and a multiregional radiomics DR (M−RDR) signature was established using multi-level feature selection procedure. The cut-off value for M−RDR was determined using Youden’s index. We further evaluated the predictive values of M−RDR on prognosis and adjuvant chemotherapy stratification. The primary outcome was 3-year disease-free survival (DFS), and cox model performance was assessed using AUCs and 95 % confidence intervals.

Results

M−RDR demonstrated a high accuracy in DR classification with AUCs of 0.778 and 0.798 in the training and internal validation datasets. Multivariable analysis confirmed M−RDR as an independent prognostic factor after adjusting for clinicopathological factors. The combined model incorporating M−RDR and clinicopathological factors showed good performance in predicting 3-year DFS, with AUCs of 0.923, 0.908, and 0.891 in the training, internal validation and external validation datasets, respectively. Additionally, patients in the M−RDR−high group who received adjuvant chemotherapy had significantly better DFS compared with those who did not (P < 0.05).

Conclusion

The MRI-based multiregional radiomics model could effectively improve non-invasive DR classification, and was able to enhance postoperative risk stratification and treatment decision-making in stage II RC patients.
目的:建立一种基于mri的多区域放射组学模型,用于II期直肠癌(RC)患者无创结缔组织增生反应(DR)分类和预后分层。材料和方法:本研究回顾性纳入来自两个中心的336例RC患者,其中中心1的239例以8:2的比例分为训练(n = 191)和内部验证(n = 48)数据集,中心2的97例作为外部验证数据集。提取放射组学特征,采用多级特征选择方法建立多区域放射组学DR (M-RDR)特征。M-RDR的临界值采用约登指数确定。我们进一步评估了M-RDR对预后和辅助化疗分层的预测价值。主要终点为3年无病生存期(DFS), cox模型的表现采用auc和95%置信区间进行评估。结果:M-RDR在训练和内部验证数据集上的auc分别为0.778和0.798,显示出较高的DR分类准确率。多变量分析证实M-RDR在调整临床病理因素后是一个独立的预后因素。结合M-RDR和临床病理因素的联合模型对3年DFS的预测效果较好,在训练数据集、内部验证数据集和外部验证数据集的auc分别为0.923、0.908和0.891。结论:基于mri的多区域放射组学模型可有效改善无创DR分级,并可增强II期RC患者的术后风险分层和治疗决策。
{"title":"MRI-based multiregional radiomics for desmoplastic reaction classification and prognosis stratification in stage II rectal cancer: A bicenter study","authors":"Shuxuan Fan ,&nbsp;Jing Wang ,&nbsp;Yan Hou ,&nbsp;Xiaonan Cui ,&nbsp;Ziwei Feng ,&nbsp;Lisha Qi ,&nbsp;Jiaxin Liu ,&nbsp;Keyi Bian ,&nbsp;Jing Liang ,&nbsp;Zhaoxiang Ye ,&nbsp;Sunyi Zheng ,&nbsp;Wenjuan Ma","doi":"10.1016/j.ejrad.2024.111888","DOIUrl":"10.1016/j.ejrad.2024.111888","url":null,"abstract":"<div><h3>Purpose</h3><div>To develop an MRI-based multiregional radiomics model for the noninvasive desmoplastic reaction (DR) classification and prognosis stratification in stage II rectal cancer (RC) patients.</div></div><div><h3>Materials and Methods</h3><div>This study retrospectively involved 336 patients with RC from two centers, with 239 from Center 1 divided into training (n = 191) and internal validation (n = 48) datasets at an 8:2 ratio, and 97 from Center 2 serving as external validation dataset. Radiomics features were extracted, and a multiregional radiomics DR (M−RDR) signature was established using multi-level feature selection procedure. The cut-off value for M−RDR was determined using Youden’s index. We further evaluated the predictive values of M−RDR on prognosis and adjuvant chemotherapy stratification. The primary outcome was 3-year disease-free survival (DFS), and cox model performance was assessed using AUCs and 95 % confidence intervals.</div></div><div><h3>Results</h3><div>M−RDR demonstrated a high accuracy in DR classification with AUCs of 0.778 and 0.798 in the training and internal validation datasets. Multivariable analysis confirmed M−RDR as an independent prognostic factor after adjusting for clinicopathological factors.<!--> <!-->The combined model incorporating M−RDR and clinicopathological factors showed good performance in predicting 3-year DFS, with AUCs of 0.923, 0.908, and 0.891 in the training, internal validation and external validation datasets, respectively. Additionally, patients in the M−RDR−high group who received adjuvant chemotherapy had significantly better DFS compared with those who did not (<em>P</em> &lt; 0.05).</div></div><div><h3>Conclusion</h3><div>The MRI-based multiregional radiomics model could effectively improve non-invasive DR classification, and was able to enhance postoperative risk stratification and treatment decision-making in stage II RC patients.</div></div>","PeriodicalId":12063,"journal":{"name":"European Journal of Radiology","volume":"183 ","pages":"Article 111888"},"PeriodicalIF":3.2,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142871790","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
期刊
European Journal of Radiology
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