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Subsequent primary and secondary neoplasms in childhood cancer survivors. 儿童癌症幸存者的继发性和原发性肿瘤。
Pub Date : 2025-12-27 eCollection Date: 2025-01-01 DOI: 10.5114/pjr/213904
Monika Bekiesińska-Figatowska, Katarzyna Bilska, Sylwia Szkudlińska-Pawlak, Teresa Klepacka, Anna Raciborska, Irena Koch, Elżbieta Michalak

Purpose: To count and review cases of subsequent malignant neoplasms (SMNs) in childhood cancer survivors, which are estimated to occur at a tenfold higher frequency than in the general population.

Material and methods: Data of 60 patients with SMNs from a tertiary referral center for pediatric solid tumors were analyzed: gender, age at diagnosis, treatment, time between diagnoses, subsequent cancer's association with radiotherapy, observation time, status: alive/dead, genetic background.

Results: Median age at time of diagnosis of the index tumor (IT) was 6.8 years (0.1-22.1), of subsequent neoplasm 14.9 years (2.1-36.6). Median time between diagnosis of first and subsequent neoplasm was 6.3 years (0.8-26.2). In 16 patients, secondary tumors developed in irradiated sites. Eleven patients (18.3%) had cancer predisposition syndromes (CPS): 3 RB1 mutation, 5 Li-Fraumeni syndrome, 4 neurofibromatosis type 1; one had both Li-Fraumeni syndrome and RB1 mutation. Four patients (3 with CPS) had a third malignant neoplasm, and three had a fourth. Thirty-seven patients (61.6%) are alive, 23 (38.4%) died. Median observation time is 15.0 years (1.3-43.1). The overall 5-year survival rate in the whole group is 85% from diagnosis of IT. The overall 5-year survival rate from diagnosis of the second tumor is 63%.

Conclusions: Due to risk of SMNs, life-long cancer screening is required for childhood cancer survivors. In CPS, this risk is multiplied, as it results from both genetic factors and previous treatment; in these patients, multiple primary cancers must be taken into account. When assessing imaging studies of patients with a history of malignancy, clinicians should consider not only recurrence and metastases but also the possibility of a new malignancy of a different histopathological nature.

目的:统计和回顾儿童癌症幸存者中继发恶性肿瘤(smn)的病例,估计其发生频率比一般人群高10倍。材料与方法:对某三级转诊中心60例儿童实体瘤SMNs患者的资料进行分析:性别、诊断时年龄、治疗、诊断间隔时间、后续肿瘤与放疗的相关性、观察时间、状态:活/死、遗传背景。结果:指数肿瘤(IT)诊断时的中位年龄为6.8岁(0.1 ~ 22.1岁),后续肿瘤诊断时的中位年龄为14.9岁(2.1 ~ 36.6岁)。首次诊断和后续肿瘤之间的中位时间为6.3年(0.8-26.2年)。16例患者在辐照部位继发肿瘤。11例(18.3%)患者有癌症易感综合征(CPS): RB1突变3例,Li-Fraumeni综合征5例,1型神经纤维瘤病4例;其中一人同时患有Li-Fraumeni综合征和RB1突变。4例(3例CPS)有第三个恶性肿瘤,3例有第四个恶性肿瘤。存活37例(61.6%),死亡23例(38.4%)。观察时间中位数为15.0年(1.3 ~ 43.1)。从诊断为IT开始,整个组的5年生存率为85%。第二肿瘤确诊后的总体5年生存率为63%。结论:由于smn的风险,儿童癌症幸存者需要终身癌症筛查。在CPS中,由于遗传因素和以前的治疗,这种风险成倍增加;在这些患者中,必须考虑到多发性原发癌症。在评估有恶性肿瘤病史的患者的影像学检查时,临床医生不仅要考虑复发和转移,还要考虑不同组织病理性质的新恶性肿瘤的可能性。
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引用次数: 0
Assessing glymphatic dysfunction using the diffusion tensor image analysis along the perivascular space (DTI-ALPS) index in gliomas and metastases. 利用沿血管周围间隙扩散张量图像分析(DTI-ALPS)指数评估胶质瘤和转移瘤的淋巴功能障碍。
Pub Date : 2025-12-15 eCollection Date: 2025-01-01 DOI: 10.5114/pjr/209785
Dhanush Jayanna, Shravan Reddy Kankara, Shreyas Reddy K, Arpitha Josephine, Vilas Melrick Tellis, Meghana Kancharla, Aaral Alisha Monteiro, Sunitha Palasamudram Kumaran, Saikanth Reddy Deepalam

Purpose: To evaluate glymphatic dysfunction using the diffusion tensor image analysis along the perivascular space (DTI-ALPS) index in patients with low-grade gliomas (LGGs), high-grade gliomas (HGGs), and metastases, assess its feasibility as a non-invasive biomarker for tumour differentiation, and examine its relationship with tumourspecific characteristics.

Material and methods: This single-centre retrospective study examined patients with LGGs (n = 30), HGGs (n = 30), and metastases (n = 20), calculating the DTI-ALPS index. Tumour volume, peritumoral oedema, tumour volume-to-total brain volume ratio (TV/TBV), and peritumoral oedema-to-total brain volume ratio (PTE/TBV) were obtained using 3D segmentation. The DTI-ALPS index was compared across the 3 tumour groups, and its relationships with tumour-associated oedema, peritumoral oedema, TV/TBV, and PTE/TBV were analysed within and between the groups. Additionally, the DTI-ALPS index was compared between isocitrate dehydrogenase-1 (IDH1) mutant and IDH1 wild-type gliomas.

Results: There was a significant difference in the DTI-ALPS index between the 3 groups (p < 0.001), with HGGs having the lowest DTI-ALPS index values, followed by metastases and LGGs. Receiver operating characteristic (ROC) analysis showed that the DTI-ALPS index had excellent sensitivity and specificity for LGGs (> 1.3838) and HGGs (< 1.317). No significant correlation was found between the DTI-ALPS index and tumour volume, TV/TBV, PTE/TBV, or peritumoral oedema. Furthermore, the mean DTI-ALPS index in IDH1 wild-type gliomas (1.23 ± 0.08) was significantly lower than that observed in IDH1 mutant tumours (1.42 ± 0.10; p < 0.001).

Conclusion: The DTI-ALPS index provides valuable insights into glymphatic dysfunction in brain tumours. This study underscores its potential as a non-invasive biomarker in differentiating these tumour groups.

目的:利用沿血管周围间隙弥散张量图像分析(DTI-ALPS)指数评估低级别胶质瘤(LGGs)、高级别胶质瘤(HGGs)和转移患者的淋巴功能障碍,评估其作为肿瘤分化的非侵入性生物标志物的可行性,并研究其与肿瘤特异性特征的关系。材料和方法:这项单中心回顾性研究检查了LGGs (n = 30)、HGGs (n = 30)和转移患者(n = 20),计算DTI-ALPS指数。采用三维分割获得肿瘤体积、肿瘤周围水肿、肿瘤体积与全脑体积比(TV/TBV)、肿瘤周围水肿与全脑体积比(PTE/TBV)。比较3组肿瘤患者DTI-ALPS指数,分析其与肿瘤相关水肿、肿瘤周围水肿、TV/TBV、PTE/TBV的关系。此外,比较异柠檬酸脱氢酶-1 (IDH1)突变体和IDH1野生型胶质瘤的DTI-ALPS指数。结果:3组间DTI-ALPS指数差异有统计学意义(p < 0.001), HGGs的DTI-ALPS指数最低,其次为转移瘤和LGGs。受试者工作特征(ROC)分析显示,DTI-ALPS指数对LGGs (bb0 1.3838)和HGGs(< 1.317)具有极好的敏感性和特异性。DTI-ALPS指数与肿瘤体积、TV/TBV、PTE/TBV或肿瘤周围水肿无显著相关性。此外,IDH1野生型胶质瘤的平均DTI-ALPS指数(1.23±0.08)显著低于IDH1突变型胶质瘤的平均DTI-ALPS指数(1.42±0.10,p < 0.001)。结论:DTI-ALPS指数对脑肿瘤中淋巴功能障碍的研究提供了有价值的见解。这项研究强调了它作为一种非侵入性生物标志物在区分这些肿瘤组方面的潜力。
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引用次数: 0
Magnetic resonance vessel wall imaging is superior to MRA in assessing the extent of vascular involvement in patients with moyamoya disease. 磁共振血管壁成像在评估烟雾病患者血管受累程度方面优于MRA。
Pub Date : 2025-12-10 eCollection Date: 2025-01-01 DOI: 10.5114/pjr/209786
Saumya Soni, Sameer Vyas, Nidhi Bhardwaj, Chirag Kamal Ahuja, Renu Suthar, Ashish Agarwal, Aastha Takkar Kapila, Sanket Dash, Naveen Sankhyan, Paramjeet Singh

Purpose: To compare the effectiveness of time-of-flight (TOF) magnetic resonance angiography (MRA) and magnetic resonance (MR) vessel wall imaging (VWI) in assessing the degree of vascular involvement in patients with moyamoya disease (MMD).

Material and methods: This was a single-time observational study carried out on patients with MMD before any surgical interventions. In addition to routine magnetic resonance imaging sequences, TOF MRA and VWI were performed. A total of 11 vascular segments (bilateral supraclinoid and terminal internal carotid arteries [ICA], anterior cerebral arteries [ACA], middle cerebral arteries [MCA], posterior cerebral arteries [PCA], and the distal basilar artery) were assessed in each patient for steno-occlusive changes on TOF MRA, and the presence of vessel wall thickening and enhancement on high-resolution VWI. Comparative analysis between the TOF MRA and VWI findings was conducted.

Results: A total of 40 cases were included, out of which 39 patients presented with infarcts, predominantly in multiterritorial distribution and only one patient presented with intracerebral hemorrhage. 440 vascular segments were assessed on TOF MRA and VWI, out of which TOF MRA revealed 38.8% stenotic (n = 171) and 30.2% (n = 133) occluded vascular segments. VWI revealed concentric vessel wall thickening in 97.5% of cases, with vessel wall contrast enhancement detected in 306 segments (69.54%). On comparison of TOF MRA and VWI findings, 69.09% of segments were abnormal on TOF MRA, while VWI detected 81.4% abnormal segments; notably, 11.8% of segments labeled normal on TOF MRA exhibited abnormal vessel wall traits on VWI.

Conclusion: This study highlights the valuable role of VWI as an important diagnostic tool and its superiority to TOF MRA for evaluating the extent of vascular involvement in patients with MMD.

目的:比较飞行时间(TOF)磁共振血管造影(MRA)和磁共振血管壁成像(VWI)评估烟雾病(MMD)患者血管受累程度的有效性。材料和方法:这是一项在任何手术干预之前对烟雾病患者进行的单次观察性研究。除常规磁共振成像外,还进行了TOF MRA和VWI检查。在TOF MRA上对每例患者共11条血管段(双侧颈内突上动脉和颈动脉末段[ICA]、大脑前动脉[ACA]、大脑中动脉[MCA]、大脑后动脉[PCA]和基底动脉远端)进行狭窄闭塞改变评估,在高分辨率VWI上对血管壁增厚和增强进行评估。比较分析TOF MRA与VWI表现。结果:共纳入40例,其中39例出现梗死,以多地域分布为主,仅1例出现脑出血。对440条血管段进行TOF MRA和VWI评估,其中TOF MRA显示38.8% (n = 171)血管狭窄,30.2% (n = 133)血管闭塞。VWI显示同心圆血管壁增厚97.5%,306节段血管壁增强(69.54%)。TOF MRA与VWI比较,TOF MRA异常段占69.09%,VWI异常段占81.4%;值得注意的是,在TOF MRA上标记为正常的片段中,11.8%在VWI上显示血管壁特征异常。结论:本研究强调了VWI作为一种重要的诊断工具,在评估烟雾病患者血管受累程度方面具有TOF MRA的优势。
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引用次数: 0
Endovascular embolization of dural arteriovenous fistulas: an 8-year single-centre experience and comparison with contemporary literature. 硬脑膜动静脉瘘的血管内栓塞:8年单中心经验及与当代文献的比较。
Pub Date : 2025-12-05 eCollection Date: 2025-01-01 DOI: 10.5114/pjr/210253
Muzammil Shakeel, Abdur Rehman, Tanveer Ul Haq, Hiba Sawliha Syed

Purpose: Dural arteriovenous fistulas (DAVFs) are complex vascular malformations characterised by abnormal communications between the meningeal arteries and dural venous sinuses or cortical veins. They may be associated with underlying thrombotic associations such as the presence of cerebral venous sinus thrombosis (CVST) or transverse-sigmoid sinus (TSS) occlusion, which can affect prognostic outcomes. Additionally, the types of DAVFs may also have varying clinical and technical outcomes.

Material and methods: This study was a retrospective cohort analysis conducted on 27 DAVF patients from 2015 to 2023 who presented at Aga Khan University Hospital, Karachi. We examined the fistula types, clinical and technical success rates, complications, recurrence and the presence of concurrent CVST or TSS.

Results: Complete clinical and technical success rates were 44% and 63%, respectively. The rates of complications and recurrence were 18.5% and 19%, respectively. The presence of thrombotic associations (CVST and TSS occlusion) was associated with significantly lower clinical success rates in our cohort. Type II Cognard fistulas were significantly associated with the presence of CVST and TSS occlusion (p = 0.003 and p = 0.044 respectively) as well as lower clinical success as compared to type IV fistulas.

Conclusions: Our findings advocate for comprehensive recognition of thrombotic associations of DAVFs and their potential integration into classification systems to better determine prognostic outcomes. Large-scale multi-centre studies are required to validate these associations further and guide treatment strategies.

目的:硬脑膜动静脉瘘(davf)是一种复杂的血管畸形,其特征是脑膜动脉与硬脑膜静脉窦或皮质静脉之间的异常通信。它们可能与潜在的血栓相关,如脑静脉窦血栓形成(CVST)或横乙状窦阻塞(TSS)的存在,这可能影响预后结果。此外,davf的类型也可能有不同的临床和技术结果。材料和方法:本研究对2015年至2023年在卡拉奇阿迦汗大学医院就诊的27例DAVF患者进行回顾性队列分析。我们检查了瘘管类型,临床和技术成功率,并发症,复发率以及并发CVST或TSS的存在。结果:临床和技术成功率分别为44%和63%。并发症和复发率分别为18.5%和19%。在我们的队列中,血栓相关性(CVST和TSS闭塞)的存在与临床成功率显著降低相关。与IV型相比,II型Cognard瘘与CVST和TSS阻塞的存在显著相关(分别为p = 0.003和p = 0.044),并且临床成功率较低。结论:我们的研究结果提倡全面认识davf的血栓相关性,并将其纳入分类系统,以更好地确定预后结果。需要大规模的多中心研究来进一步验证这些关联并指导治疗策略。
{"title":"Endovascular embolization of dural arteriovenous fistulas: an 8-year single-centre experience and comparison with contemporary literature.","authors":"Muzammil Shakeel, Abdur Rehman, Tanveer Ul Haq, Hiba Sawliha Syed","doi":"10.5114/pjr/210253","DOIUrl":"10.5114/pjr/210253","url":null,"abstract":"<p><strong>Purpose: </strong>Dural arteriovenous fistulas (DAVFs) are complex vascular malformations characterised by abnormal communications between the meningeal arteries and dural venous sinuses or cortical veins. They may be associated with underlying thrombotic associations such as the presence of cerebral venous sinus thrombosis (CVST) or transverse-sigmoid sinus (TSS) occlusion, which can affect prognostic outcomes. Additionally, the types of DAVFs may also have varying clinical and technical outcomes.</p><p><strong>Material and methods: </strong>This study was a retrospective cohort analysis conducted on 27 DAVF patients from 2015 to 2023 who presented at Aga Khan University Hospital, Karachi. We examined the fistula types, clinical and technical success rates, complications, recurrence and the presence of concurrent CVST or TSS.</p><p><strong>Results: </strong>Complete clinical and technical success rates were 44% and 63%, respectively. The rates of complications and recurrence were 18.5% and 19%, respectively. The presence of thrombotic associations (CVST and TSS occlusion) was associated with significantly lower clinical success rates in our cohort. Type II Cognard fistulas were significantly associated with the presence of CVST and TSS occlusion (<i>p</i> = 0.003 and <i>p</i> = 0.044 respectively) as well as lower clinical success as compared to type IV fistulas.</p><p><strong>Conclusions: </strong>Our findings advocate for comprehensive recognition of thrombotic associations of DAVFs and their potential integration into classification systems to better determine prognostic outcomes. Large-scale multi-centre studies are required to validate these associations further and guide treatment strategies.</p>","PeriodicalId":94174,"journal":{"name":"Polish journal of radiology","volume":"90 ","pages":"e591-e601"},"PeriodicalIF":0.0,"publicationDate":"2025-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12825111/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146055661","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantification of liver iron overload among pediatric patients with magnetic resonance imaging: current state of the art. 定量肝铁超载儿童患者的磁共振成像:目前的艺术状态。
Pub Date : 2025-12-02 eCollection Date: 2025-01-01 DOI: 10.5114/pjr/209215
Gabriela Alicja Hryniewicz, Dominik Świętoń, Małgorzata Grzywińska, Kacper Marunowski, Maciej Piskunowicz

Secondary iron overload in pediatric oncology patients is related to excessive iron accumulation in the liver, with subsequent cirrhosis and dangerous complications affecting numerous other organs. Liver iron concentration (LIC) correlates linearly with the total body iron stores; therefore, the quantification of hepatic iron is of major research interest. Although liver biopsy has been considered the gold standard for identifying iron overload, magnetic resonance imaging (MRI) is a non-invasive and highly accurate alternative method for the assessment of hemochromatosis. Our intention is to present a brief description of MRI-based procedures and a comparison of selected methods. Briefly, among the available methods, the liver-to-muscle signal intensity is accessible and easy to apply; however, it assumes that muscle is pathology-free, which may not always be true. Transverse relaxometry is a valid method and allows for the identification of a low iron burden. However, this technique is unfortunately prone to motion artifacts and provides inconsistent results in cases of heavy iron overload. Finally, quantitative susceptibility mapping (QSM) is a notable procedure considered to be of significant interest for the future. The exact correlation between QSM and LIC, as measured by liver biopsy has yet to be established.

小儿肿瘤患者的继发性铁超载与肝脏中铁的过量积累有关,导致随后的肝硬化和影响许多其他器官的危险并发症。肝铁浓度(LIC)与机体总铁储量呈线性相关;因此,肝铁的定量是一个重要的研究方向。虽然肝活检被认为是鉴定铁超载的金标准,但磁共振成像(MRI)是一种非侵入性和高度准确的评估血色素沉着症的替代方法。我们的目的是简要介绍基于核磁共振成像的程序和所选方法的比较。简而言之,在现有的方法中,肝脏到肌肉的信号强度是可获得的,易于应用;然而,它假设肌肉是无病理的,这可能并不总是正确的。横向弛豫法是一种有效的方法,可以识别低铁负荷。然而,不幸的是,这种技术容易产生运动伪影,并且在铁过载的情况下提供不一致的结果。最后,定量敏感性制图(QSM)是一个值得注意的程序,被认为是未来的重要兴趣。肝活检测量的QSM和LIC之间的确切相关性尚未确定。
{"title":"Quantification of liver iron overload among pediatric patients with magnetic resonance imaging: current state of the art.","authors":"Gabriela Alicja Hryniewicz, Dominik Świętoń, Małgorzata Grzywińska, Kacper Marunowski, Maciej Piskunowicz","doi":"10.5114/pjr/209215","DOIUrl":"10.5114/pjr/209215","url":null,"abstract":"<p><p>Secondary iron overload in pediatric oncology patients is related to excessive iron accumulation in the liver, with subsequent cirrhosis and dangerous complications affecting numerous other organs. Liver iron concentration (LIC) correlates linearly with the total body iron stores; therefore, the quantification of hepatic iron is of major research interest. Although liver biopsy has been considered the gold standard for identifying iron overload, magnetic resonance imaging (MRI) is a non-invasive and highly accurate alternative method for the assessment of hemochromatosis. Our intention is to present a brief description of MRI-based procedures and a comparison of selected methods. Briefly, among the available methods, the liver-to-muscle signal intensity is accessible and easy to apply; however, it assumes that muscle is pathology-free, which may not always be true. Transverse relaxometry is a valid method and allows for the identification of a low iron burden. However, this technique is unfortunately prone to motion artifacts and provides inconsistent results in cases of heavy iron overload. Finally, quantitative susceptibility mapping (QSM) is a notable procedure considered to be of significant interest for the future. The exact correlation between QSM and LIC, as measured by liver biopsy has yet to be established.</p>","PeriodicalId":94174,"journal":{"name":"Polish journal of radiology","volume":"90 ","pages":"e582-e590"},"PeriodicalIF":0.0,"publicationDate":"2025-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12825109/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146055693","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Scoping review of image-based overall survival prediction in glioma using machine learning. 使用机器学习的神经胶质瘤基于图像的总体生存预测的范围综述。
Pub Date : 2025-11-27 eCollection Date: 2025-01-01 DOI: 10.5114/pjr/209963
Saman Mohammadpour, Hassan Emami, Reza Rabiei, Arash Roshanpoor, Morteza Tabatabaeefar, Fariborz Faeghi

Purpose: Accurate prediction of overall survival (OS) in glioma patients is crucial for optimising treatment decisions. Despite advancements in imaging and machine learning, challenges persist due to tumour heterogeneity and confounding factors. This scoping review systematically assesses state-of-the-art image-based OS prediction models for glioma, focusing on tumour characteristics, imaging modalities, preprocessing techniques, and machine learning methods.

Material and methods: This scoping review was conducted following the Joanna Briggs Institute guidelines, comprising five key stages: identifying the research question, searching for relevant literature, selecting studies, charting the data, and collating, summarising, and reporting the results.

Results: The initial search identified 3238 records, of which 70 articles were included in the final analysis. Most studies originated from China, the United States, and India, with datasets averaging approximately 450 cases. To enhance predictive accuracy, various techniques were utilised, including image segmentation, multimodal magnetic resonance imaging (MRI) protocols, and advanced feature extraction methods. Notably, T1-weighted contrast-enhanced MRI and grade-specific glioma analyses improved model performance. Although deep learning models generally outperformed traditional methods, they required large, balanced datasets. Hybrid models showed promising potential; however, their performance was inconsistent due to challenges such as limited image quality and issues with model interpretability.

Conclusions: Increasing sample size alone does not guarantee improved accuracy in glioma prediction models, because data quality and feature selection are critical factors. Incorporating diverse imaging modalities can significantly enhance predictive performance. To ensure greater clinical reliability in decision-making, integrating clinical features with imaging data is essential.

目的:准确预测胶质瘤患者的总生存期(OS)对于优化治疗决策至关重要。尽管在成像和机器学习方面取得了进步,但由于肿瘤的异质性和混杂因素,挑战仍然存在。本综述系统地评估了最先进的基于图像的神经胶质瘤OS预测模型,重点关注肿瘤特征、成像方式、预处理技术和机器学习方法。材料和方法:本综述遵循乔安娜布里格斯研究所的指导方针进行,包括五个关键阶段:确定研究问题,查找相关文献,选择研究,绘制数据图表,整理,总结和报告结果。结果:初步检索到3238条记录,其中70篇文章被纳入最终分析。大多数研究来自中国、美国和印度,数据集平均约为450例。为了提高预测的准确性,使用了各种技术,包括图像分割,多模态磁共振成像(MRI)协议和先进的特征提取方法。值得注意的是,t1加权对比增强MRI和分级特异性胶质瘤分析改善了模型性能。尽管深度学习模型通常优于传统方法,但它们需要大型、平衡的数据集。混合动力车型表现出良好的潜力;然而,由于图像质量有限和模型可解释性问题等挑战,它们的性能不一致。结论:仅仅增加样本量并不能保证提高胶质瘤预测模型的准确性,因为数据质量和特征选择是关键因素。结合多种成像方式可以显著提高预测性能。为了确保决策的临床可靠性,将临床特征与影像学数据相结合是必不可少的。
{"title":"Scoping review of image-based overall survival prediction in glioma using machine learning.","authors":"Saman Mohammadpour, Hassan Emami, Reza Rabiei, Arash Roshanpoor, Morteza Tabatabaeefar, Fariborz Faeghi","doi":"10.5114/pjr/209963","DOIUrl":"10.5114/pjr/209963","url":null,"abstract":"<p><strong>Purpose: </strong>Accurate prediction of overall survival (OS) in glioma patients is crucial for optimising treatment decisions. Despite advancements in imaging and machine learning, challenges persist due to tumour heterogeneity and confounding factors. This scoping review systematically assesses state-of-the-art image-based OS prediction models for glioma, focusing on tumour characteristics, imaging modalities, preprocessing techniques, and machine learning methods.</p><p><strong>Material and methods: </strong>This scoping review was conducted following the Joanna Briggs Institute guidelines, comprising five key stages: identifying the research question, searching for relevant literature, selecting studies, charting the data, and collating, summarising, and reporting the results.</p><p><strong>Results: </strong>The initial search identified 3238 records, of which 70 articles were included in the final analysis. Most studies originated from China, the United States, and India, with datasets averaging approximately 450 cases. To enhance predictive accuracy, various techniques were utilised, including image segmentation, multimodal magnetic resonance imaging (MRI) protocols, and advanced feature extraction methods. Notably, T1-weighted contrast-enhanced MRI and grade-specific glioma analyses improved model performance. Although deep learning models generally outperformed traditional methods, they required large, balanced datasets. Hybrid models showed promising potential; however, their performance was inconsistent due to challenges such as limited image quality and issues with model interpretability.</p><p><strong>Conclusions: </strong>Increasing sample size alone does not guarantee improved accuracy in glioma prediction models, because data quality and feature selection are critical factors. Incorporating diverse imaging modalities can significantly enhance predictive performance. To ensure greater clinical reliability in decision-making, integrating clinical features with imaging data is essential.</p>","PeriodicalId":94174,"journal":{"name":"Polish journal of radiology","volume":"90 ","pages":"e571-e581"},"PeriodicalIF":0.0,"publicationDate":"2025-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12687322/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145727501","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The role of ultrasonography of the brachial plexus in differentiating between Parsonage-Turner syndrome and neuroborreliosis. A pictorial review. 臂丛超声检查在鉴别帕森纳-特纳综合征和神经螺旋体病中的作用。画报评论
Pub Date : 2025-11-21 eCollection Date: 2025-01-01 DOI: 10.5114/pjr/213569
Paweł Stanisław Walkowiak, Grzegorz Mikołaj Kozera

Parsonage-Turner syndrome (PTS), also known as neuralgic amyotrophy (NA), is an idiopathic inflammatory neuropathy of the brachial plexus presenting with neuropathic pain and motor deficits of the shoulder girdle. Routinely, PTS must be differentiated from infectious variants of brachial plexitis, especially early manifestations of neuroborreliosis. Both conditions can quickly lead to significant disability, so early, targeted therapy based on a correct diagnosis is essential for a favourable clinical outcome. High-resolution ultrasound (HRUS) can quickly and non-invasively differentiate PTS from infectious forms of brachial plexitis by detecting nerve twisting and swelling with the so-called "hourglass-like" constriction sign. The following article presents the authors' proposal for an HRUS protocol for the brachial plexus and shows typical ultrasound findings in PTS and brachial plexitis with Banwarth's syndrome due to Borrelia infection.

帕森纳-特纳综合征(PTS),也被称为神经痛性肌萎缩症(NA),是一种特发性臂丛炎性神经病变,表现为神经性疼痛和肩带运动障碍。通常,PTS必须与感染性臂丛炎区分开来,特别是神经疏螺旋体病的早期表现。这两种情况都可能很快导致严重的残疾,因此基于正确诊断的早期靶向治疗对于良好的临床结果至关重要。高分辨率超声(HRUS)可以通过检测神经扭曲和肿胀以及所谓的“沙漏样”收缩体征,快速、无创地将PTS与感染性臂丛炎区分开来。下面的文章介绍了作者对臂丛HRUS方案的建议,并展示了由伯氏疏螺旋体感染引起的PTS和Banwarth综合征臂丛炎的典型超声表现。
{"title":"The role of ultrasonography of the brachial plexus in differentiating between Parsonage-Turner syndrome and neuroborreliosis. A pictorial review.","authors":"Paweł Stanisław Walkowiak, Grzegorz Mikołaj Kozera","doi":"10.5114/pjr/213569","DOIUrl":"10.5114/pjr/213569","url":null,"abstract":"<p><p>Parsonage-Turner syndrome (PTS), also known as neuralgic amyotrophy (NA), is an idiopathic inflammatory neuropathy of the brachial plexus presenting with neuropathic pain and motor deficits of the shoulder girdle. Routinely, PTS must be differentiated from infectious variants of brachial plexitis, especially early manifestations of neuroborreliosis. Both conditions can quickly lead to significant disability, so early, targeted therapy based on a correct diagnosis is essential for a favourable clinical outcome. High-resolution ultrasound (HRUS) can quickly and non-invasively differentiate PTS from infectious forms of brachial plexitis by detecting nerve twisting and swelling with the so-called \"hourglass-like\" constriction sign. The following article presents the authors' proposal for an HRUS protocol for the brachial plexus and shows typical ultrasound findings in PTS and brachial plexitis with Banwarth's syndrome due to Borrelia infection.</p>","PeriodicalId":94174,"journal":{"name":"Polish journal of radiology","volume":"90 ","pages":"e561-e570"},"PeriodicalIF":0.0,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12687415/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145727568","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analysis of risk factors for early detection of cystic lung cancer based on CT genomics and its relationship with pathological invasion. 基于CT基因组学的囊性肺癌早期检测危险因素分析及其与病理侵袭的关系
Pub Date : 2025-11-18 eCollection Date: 2025-01-01 DOI: 10.5114/pjr/209632
Maoyu Zhang, Xin Xu, Wen Chen, Zhi Dong, Qi Song, Hong Yang, Qianwen Huang, Wei Zhang, Longhua Sun, Wenxin Yuan

Purpose: This study aims to compare the clinical, imaging, and pathological characteristics of benign and malignant solitary pulmonary cystic nodules, and identify key indicators associated with malignant risk and invasion depth, assisting clinicians in early detection and assessment of tumour invasiveness.

Material and methods: This study conducted a retrospective analysis of patients with pulmonary cystic nodules who underwent surgical treatment, and it classified them into benign and malignant groups based on postoperative pathological results. We collected patients' clinical data, serum biomarkers, and CT imaging data and compared them using univariate analysis of variance. We included statistically significant indicators in a multivariate regression model to identify independent predictive factors for early malignant transformation of cystic lung cancer. Additionally, we collected the pathological types and tissue infiltration grades of the malignant group and further explored the relationship between imaging features and pathological grading by comparing the imaging characteristics corresponding to different pathological infiltration degrees, and visualised the results using a forest plot.

Results: Following multifactorial Cox analysis age, CA199, homogeneity of cyst wall thickness, cystic wall finish, number of cystic cavities, ground glass sign, and the nodule's relationship to surrounding tissues (burr, pleural indentation sign) had a significant effect on the evolution of cystic malignant nodules. Finally, in the malignant nodule group, the presence or absence of the ground glass sign was statistically significant concerning the different pathologic grades.

Conclusions: Our multivariate predictive study indicates that certain imaging features of pulmonary cystic nodules may suggest malignant progression and are associated with different levels of pathological invasion.

目的:本研究旨在比较良恶性孤立性肺囊性结节的临床、影像学及病理特点,找出与恶性风险及侵袭深度相关的关键指标,协助临床医生早期发现和评估肿瘤侵袭性。材料与方法:本研究对手术治疗的肺囊性结节患者进行回顾性分析,根据术后病理结果将其分为良性组和恶性组。我们收集了患者的临床资料、血清生物标志物和CT成像数据,并使用单变量方差分析对它们进行比较。我们将有统计学意义的指标纳入多元回归模型,以确定囊性肺癌早期恶性转化的独立预测因素。此外,我们收集了恶性组的病理类型和组织浸润分级,通过比较不同病理浸润程度对应的影像学特征,进一步探讨影像学特征与病理分级的关系,并采用forest plot将结果可视化。结果:经多因素Cox分析,年龄、CA199、囊壁厚度均匀性、囊壁光滑度、囊腔数、磨玻璃征、结节与周围组织的关系(毛刺、胸膜压痕征)对囊性恶性结节的演变有显著影响。最后,在恶性结节组中,有无磨玻璃征在不同病理分级中具有统计学意义。结论:我们的多变量预测研究表明,肺囊性结节的某些影像学特征可能提示恶性进展,并与不同程度的病理侵袭有关。
{"title":"Analysis of risk factors for early detection of cystic lung cancer based on CT genomics and its relationship with pathological invasion.","authors":"Maoyu Zhang, Xin Xu, Wen Chen, Zhi Dong, Qi Song, Hong Yang, Qianwen Huang, Wei Zhang, Longhua Sun, Wenxin Yuan","doi":"10.5114/pjr/209632","DOIUrl":"10.5114/pjr/209632","url":null,"abstract":"<p><strong>Purpose: </strong>This study aims to compare the clinical, imaging, and pathological characteristics of benign and malignant solitary pulmonary cystic nodules, and identify key indicators associated with malignant risk and invasion depth, assisting clinicians in early detection and assessment of tumour invasiveness.</p><p><strong>Material and methods: </strong>This study conducted a retrospective analysis of patients with pulmonary cystic nodules who underwent surgical treatment, and it classified them into benign and malignant groups based on postoperative pathological results. We collected patients' clinical data, serum biomarkers, and CT imaging data and compared them using univariate analysis of variance. We included statistically significant indicators in a multivariate regression model to identify independent predictive factors for early malignant transformation of cystic lung cancer. Additionally, we collected the pathological types and tissue infiltration grades of the malignant group and further explored the relationship between imaging features and pathological grading by comparing the imaging characteristics corresponding to different pathological infiltration degrees, and visualised the results using a forest plot.</p><p><strong>Results: </strong>Following multifactorial Cox analysis age, CA199, homogeneity of cyst wall thickness, cystic wall finish, number of cystic cavities, ground glass sign, and the nodule's relationship to surrounding tissues (burr, pleural indentation sign) had a significant effect on the evolution of cystic malignant nodules. Finally, in the malignant nodule group, the presence or absence of the ground glass sign was statistically significant concerning the different pathologic grades.</p><p><strong>Conclusions: </strong>Our multivariate predictive study indicates that certain imaging features of pulmonary cystic nodules may suggest malignant progression and are associated with different levels of pathological invasion.</p>","PeriodicalId":94174,"journal":{"name":"Polish journal of radiology","volume":"90 ","pages":"e551-e560"},"PeriodicalIF":0.0,"publicationDate":"2025-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12687320/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145727413","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Iron overload in paediatric oncology: the role of radiology in diagnosing and monitoring secondary haemochromatosis. 儿科肿瘤学中的铁超载:放射学在诊断和监测继发性血色素沉着病中的作用。
Pub Date : 2025-11-13 eCollection Date: 2025-01-01 DOI: 10.5114/pjr/209450
Gabriela Alicja Hryniewicz, Dominik Świętoń, Małgorzata Grzywińska, Kacper Marunowski, Maciej Piskunowicz

Secondary haemochromatosis among paediatric oncologic patients is associated with various long-term complications. The liver is the most important organ for assessment of iron overload because the iron concentration is linearly correlated with total body iron stores. In the paediatric population, liver biopsy is considered too invasive for routine use. Therefore, evaluation of iron overload with magnetic resonance imaging is an alternative method. Reliable assessment of iron burden is necessary for early detection and severity grading. In the last 2 decades multiple methods for iron quantification with magnetic resonance imaging (MRI) have been developed. Both gradient-echo and spin-echo imaging, including signal intensity ratio and relaxometry strategies, are in clinical use. However, there are no universally accepted MRI protocols for paediatric oncology patients suspected of secondary haemochromatosis. If diagnosed and treated early, haemochromatosis progression can be distinctively altered. Iron overload impacts hepatocytes, pancreas's beta cells, heart, and spleen. Each organ displays distinct patterns of iron distribution, which require targeted imaging methods. This review will address the importance of using magnetic resonance imaging for iron measurements, as well as the evaluation for the liver, pancreas, and spleen.

小儿肿瘤患者继发性血色病与各种长期并发症相关。肝脏是评估铁超载最重要的器官,因为铁浓度与全身铁储量呈线性相关。在儿科人群中,肝活检被认为过于侵入性,不适合常规使用。因此,磁共振成像评价铁过载是一种替代方法。可靠的铁负荷评估是早期发现和严重程度分级的必要条件。在过去的二十年中,磁共振成像(MRI)已经发展了多种铁定量方法。梯度回波和自旋回波成像,包括信号强度比和弛豫测量策略,都在临床应用。然而,对于怀疑继发性血色病的儿科肿瘤患者,尚无普遍接受的MRI方案。如果早期诊断和治疗,血色病的进展可以明显改变。铁超载影响肝细胞、胰腺细胞、心脏和脾脏。每个器官都显示出不同的铁分布模式,这需要有针对性的成像方法。这篇综述将讨论使用磁共振成像测量铁的重要性,以及对肝脏、胰腺和脾脏的评估。
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引用次数: 0
Comments on "Detection of cholesteatoma recurrence by magnetic resonance imaging (DWI non-EPI sequence) - how can we minimise false results?" 对“磁共振成像检测胆脂瘤复发(DWI非epi序列)-如何减少错误结果?”的评论?
Pub Date : 2025-11-07 eCollection Date: 2025-01-01 DOI: 10.5114/pjr/209591
Rachana Mehta, Ranjana Sah
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引用次数: 0
期刊
Polish journal of radiology
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