Pub Date : 2025-01-01Epub Date: 2024-11-21DOI: 10.1177/02841851241296029
Dan Yang, Yike Ren, Guanying Wang, Chunhong Wang
Background: Intravoxel incoherent motion diffusion-weighted imaging (IVIM-DWI), which indicates biological tissue attributes, may be applied to accurately assess breast tumors.
Purpose: To analyze the IVIM parameters of different molecular prognostic factors and subtypes to find out whether there are any connections.
Material and methods: A total of 181 patients enrolled in this retrospective study had preoperative magnetic resonance imaging (MRI) examinations, and pathologies were verified as breast cancers. Regions of interest were placed at all slices of the parameter maps (D, tissue diffusivity; ADC, apparent diffusion coefficient; f, perfusion fraction; and D*, pseudo-diffusivity maps) of IVIM and generated parameter values to be used for comparative analysis among molecular prognostic factors and subtypes.
Results: D and ADC were greater in estrogen receptor (ER)-negative, human epidermal growth factor receptor 2 (HER2)-positive, and Ki67-low expression groups (all P values < 0.05). The progesterone receptor (PR)-negative group had a higher D value (P < 0.05). f was larger in the lymph node metastasis-negative group and the PR-positive group (P = 0.012 and 0.046, respectively). Among breast cancer subtypes, D and ADC were different between the HER2-overexpression and the Luminal B (HER2-negative) subtypes (P = 0.019 and 0.028, respectively). The difference in D between the luminal and non-luminal subtypes was statistically significant (P = 0.008). The triple-negative subtype significantly differs from the other subtypes in D* and f (P = 0.012 and 0.016, respectively).
Conclusion: IVIM-related metrics exhibited relationships with breast cancer molecular prognosis factors and subtypes.
背景:目的:分析不同分子预后因素和亚型的IVIM参数,找出其中是否存在关联:这项回顾性研究共对181名患者进行了术前磁共振成像(MRI)检查,病理证实为乳腺癌。在 IVIM 参数图(D,组织弥散度;ADC,表观弥散系数;f,灌注分数;D*,假弥散度图)的所有切片上放置感兴趣区,并生成参数值,用于分子预后因素和亚型之间的比较分析:雌激素受体(ER)阴性组、人表皮生长因子受体 2(HER2)阳性组和 Ki67 低表达组的 D 和 ADC 更大(所有 P 值分别为 0.012 和 0.046)。在乳腺癌亚型中,HER2-表达阳性亚型和Luminal B(HER2-阴性)亚型的D和ADC不同(P = 0.019和0.028)。管腔亚型与非管腔亚型之间的 D 差异具有统计学意义(P = 0.008)。三阴性亚型在 D* 和 f 方面与其他亚型有显著差异(P = 0.012 和 0.016):结论:IVIM相关指标与乳腺癌分子预后因素和亚型有一定关系。
{"title":"Diffusion-weighted imaging based on intravoxel incoherent motion: correlation with molecular prognostic factors and subtypes in breast cancer.","authors":"Dan Yang, Yike Ren, Guanying Wang, Chunhong Wang","doi":"10.1177/02841851241296029","DOIUrl":"10.1177/02841851241296029","url":null,"abstract":"<p><strong>Background: </strong>Intravoxel incoherent motion diffusion-weighted imaging (IVIM-DWI), which indicates biological tissue attributes, may be applied to accurately assess breast tumors.</p><p><strong>Purpose: </strong>To analyze the IVIM parameters of different molecular prognostic factors and subtypes to find out whether there are any connections.</p><p><strong>Material and methods: </strong>A total of 181 patients enrolled in this retrospective study had preoperative magnetic resonance imaging (MRI) examinations, and pathologies were verified as breast cancers. Regions of interest were placed at all slices of the parameter maps (D, tissue diffusivity; ADC, apparent diffusion coefficient; f, perfusion fraction; and D*, pseudo-diffusivity maps) of IVIM and generated parameter values to be used for comparative analysis among molecular prognostic factors and subtypes.</p><p><strong>Results: </strong>D and ADC were greater in estrogen receptor (ER)-negative, human epidermal growth factor receptor 2 (HER2)-positive, and Ki67-low expression groups (all <i>P</i> values < 0.05). The progesterone receptor (PR)-negative group had a higher D value (<i>P</i> < 0.05). f was larger in the lymph node metastasis-negative group and the PR-positive group (<i>P</i> = 0.012 and 0.046, respectively). Among breast cancer subtypes, D and ADC were different between the HER2-overexpression and the Luminal B (HER2-negative) subtypes (<i>P</i> = 0.019 and 0.028, respectively). The difference in D between the luminal and non-luminal subtypes was statistically significant (<i>P</i> = 0.008). The triple-negative subtype significantly differs from the other subtypes in D* and f (<i>P</i> = 0.012 and 0.016, respectively).</p><p><strong>Conclusion: </strong>IVIM-related metrics exhibited relationships with breast cancer molecular prognosis factors and subtypes.</p>","PeriodicalId":7143,"journal":{"name":"Acta radiologica","volume":" ","pages":"35-41"},"PeriodicalIF":1.1,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142680541","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-01Epub Date: 2024-11-18DOI: 10.1177/02841851241292810
Ye Eun Lee, Kun Yung Kim, Young-Min Han
Background: AngioJet rheolytic thrombectomy is associated with a higher risk of acute kidney injury due to its potential for inducing mechanical harm and intravascular hemolysis. However, previous studies have focused on a single disease entity.
Purpose: To identify predictors associated with acute kidney injury after AngioJet rheolytic thrombectomy across a range of disease entities.
Material and methods: A total of 95 patients who underwent AngioJet rheolytic thrombectomy between October 2018 and April 2023 were retrospectively reviewed. In total, 11 patients were excluded due to the absence of a postprocedural serum creatinine test within 72 h; finally, 84 patients were included. Acute kidney injury was defined as a ≥1.5-fold increase or ≥0.3 mg/dL rise in serum creatinine within 72 h after the procedure. Univariate and multivariate analysis were performed to identify risk factors for acute kidney injury.
Results: Technical and clinical success were achieved in all patients (84/84, 100%). Of the 84 patients (40 men [47.6%], 44 women [52.4%]; mean age = 67.2 ± 15.9 years), 15 (17.8%) had developed acute kidney injury. Multivariate analysis showed concurrent malignancy (odds ratio [OR] = 42.231, 95% confidence interval [CI] = 2.332-764.693; P = 0.011) and AngioJet rheolytic thrombectomy in arterial system (OR = 24.109, 95% CI = 1.319-440.551; P = 0.032) as statistically significant predictors of acute kidney injury.
Conclusions: AngioJet rheolytic thrombectomy is a potential risk for acute kidney injury. Concurrent malignancy and AngioJet rheolytic thrombectomy in the arterial system are independent predictors of acute kidney injury.
{"title":"Factors related to acute kidney injury after AngioJet rheolytic thrombectomy.","authors":"Ye Eun Lee, Kun Yung Kim, Young-Min Han","doi":"10.1177/02841851241292810","DOIUrl":"10.1177/02841851241292810","url":null,"abstract":"<p><strong>Background: </strong>AngioJet rheolytic thrombectomy is associated with a higher risk of acute kidney injury due to its potential for inducing mechanical harm and intravascular hemolysis. However, previous studies have focused on a single disease entity.</p><p><strong>Purpose: </strong>To identify predictors associated with acute kidney injury after AngioJet rheolytic thrombectomy across a range of disease entities.</p><p><strong>Material and methods: </strong>A total of 95 patients who underwent AngioJet rheolytic thrombectomy between October 2018 and April 2023 were retrospectively reviewed. In total, 11 patients were excluded due to the absence of a postprocedural serum creatinine test within 72 h; finally, 84 patients were included. Acute kidney injury was defined as a ≥1.5-fold increase or ≥0.3 mg/dL rise in serum creatinine within 72 h after the procedure. Univariate and multivariate analysis were performed to identify risk factors for acute kidney injury.</p><p><strong>Results: </strong>Technical and clinical success were achieved in all patients (84/84, 100%). Of the 84 patients (40 men [47.6%], 44 women [52.4%]; mean age = 67.2 ± 15.9 years), 15 (17.8%) had developed acute kidney injury. Multivariate analysis showed concurrent malignancy (odds ratio [OR] = 42.231, 95% confidence interval [CI] = 2.332-764.693; <i>P</i> = 0.011) and AngioJet rheolytic thrombectomy in arterial system (OR = 24.109, 95% CI = 1.319-440.551; <i>P</i> = 0.032) as statistically significant predictors of acute kidney injury.</p><p><strong>Conclusions: </strong>AngioJet rheolytic thrombectomy is a potential risk for acute kidney injury. Concurrent malignancy and AngioJet rheolytic thrombectomy in the arterial system are independent predictors of acute kidney injury.</p>","PeriodicalId":7143,"journal":{"name":"Acta radiologica","volume":" ","pages":"120-124"},"PeriodicalIF":1.1,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142646778","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-01Epub Date: 2024-11-22DOI: 10.1177/02841851241297207
Siting Zang, Yu Pan, Miao Chen, Gang Zhang
Background: This study utilized quantitative susceptibility mapping (QSM) to evaluate magnetic susceptibility of brain nuclei in Parkinson's disease (PD).
Purpose: To explore iron deposition patterns in PD and ascertain if these patterns can distinguish between motor subtypes.
Material and methods: This study enrolled 30 healthy controls and 34 patients with PD categorized mainly into postural instability and gait disorder (PIGD) (n = 12) and tremor dominance (TD) (n = 16). A total of 18 regions of interest were delineated, and a comprehensive classification of nuclei was conducted, including the differentiation of globus pallidus (GP) into its external (GPe) and internal (GPi) segments. All participants underwent brain magnetic resonance imaging.
Results: Notable differences in magnetic susceptibility were identified in bilateral substantia nigra pars reticulate (SNr) and substantia nigra pars compacta (SNc) between PD and HC. Significant differences in QSM values of bilateral GPe, SNr, and SNc-R were found between TD and PIGD. The susceptibility values of bilateral putamen (PUT) were positively correlated with MDS-UPDRSIII score and Hoehn-Yahr scale in PD. QSM values of bilateral PUT and SNc-L showed associations with MDS-UPDRSIII score in TD. QSM values showed associations with MDS-UPDRSIII in bilateral PUT and Hoehn-Yahr scale in PUT-L and TH-L in PIGD.
Conclusion: Pathologic iron deposition exhibits variability across nuclei of PD, with age also influencing this distribution. SN may be meaningful in identifying different subtypes of PD, such as differentiating PD from HC in the future.
{"title":"Different iron distribution patterns in Parkinson's disease and its motor subtypes: a quantitative susceptibility mapping study.","authors":"Siting Zang, Yu Pan, Miao Chen, Gang Zhang","doi":"10.1177/02841851241297207","DOIUrl":"10.1177/02841851241297207","url":null,"abstract":"<p><strong>Background: </strong>This study utilized quantitative susceptibility mapping (QSM) to evaluate magnetic susceptibility of brain nuclei in Parkinson's disease (PD).</p><p><strong>Purpose: </strong>To explore iron deposition patterns in PD and ascertain if these patterns can distinguish between motor subtypes.</p><p><strong>Material and methods: </strong>This study enrolled 30 healthy controls and 34 patients with PD categorized mainly into postural instability and gait disorder (PIGD) (n = 12) and tremor dominance (TD) (n = 16). A total of 18 regions of interest were delineated, and a comprehensive classification of nuclei was conducted, including the differentiation of globus pallidus (GP) into its external (GPe) and internal (GPi) segments. All participants underwent brain magnetic resonance imaging.</p><p><strong>Results: </strong>Notable differences in magnetic susceptibility were identified in bilateral substantia nigra pars reticulate (SNr) and substantia nigra pars compacta (SNc) between PD and HC. Significant differences in QSM values of bilateral GPe, SNr, and SNc-R were found between TD and PIGD. The susceptibility values of bilateral putamen (PUT) were positively correlated with MDS-UPDRSIII score and Hoehn-Yahr scale in PD. QSM values of bilateral PUT and SNc-L showed associations with MDS-UPDRSIII score in TD. QSM values showed associations with MDS-UPDRSIII in bilateral PUT and Hoehn-Yahr scale in PUT-L and TH-L in PIGD.</p><p><strong>Conclusion: </strong>Pathologic iron deposition exhibits variability across nuclei of PD, with age also influencing this distribution. SN may be meaningful in identifying different subtypes of PD, such as differentiating PD from HC in the future.</p>","PeriodicalId":7143,"journal":{"name":"Acta radiologica","volume":" ","pages":"99-106"},"PeriodicalIF":1.1,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142685755","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-01Epub Date: 2024-11-18DOI: 10.1177/02841851241295395
Nam Anh Ton That, Thi Tuong Van Nguyen, Thao Nguyen Thanh
Background: Giving contrast material before 1H-magnetic resonance spectroscopy (MRS) could enhance the precision of locating the lesion of interest. However, evidence indicates that contrast material might influence the outcomes of MRS.
Purpose: To verify the effect of gadolinium-based contrast agent (GBCA) on MRS in normal white matter.
Material and methods: A total of 34 patients were referred for brain magnetic resonance imaging (MRI) with GBCAs, and they underwent single-volume MRS before and after administering contrast material. Those patients had the MRS voxel placed at the right frontal normal white matter, which remained consistent across all examinations. Measurements were taken for the integral concerning N-acetyl aspartate (NAA), choline (Cho), creatine (Cr and Cr2), and myo-inositol (Ins) in all examinations.
Results: NAA (P = 0.0313) and Cho (P = 0.0094) had a significant decrease in their integral after intravenous GBCA administration. No significant differences were found between the pre- and post-contrast MRS studies for Cr, Cr2, and Ins.
Conclusion: Intravenous GBCA can alter NAA and Cho integrals in normal white matter. Therefore, brain 1H-MRS should precede intravenous GBCA administration to avoid the potential impact of contrast material on peak integrals.
{"title":"The impact of gadolinium-based contrast agents on <sup>1</sup>H-magnetic resonance spectroscopy in normal brain area: a preliminary study.","authors":"Nam Anh Ton That, Thi Tuong Van Nguyen, Thao Nguyen Thanh","doi":"10.1177/02841851241295395","DOIUrl":"10.1177/02841851241295395","url":null,"abstract":"<p><strong>Background: </strong>Giving contrast material before <sup>1</sup>H-magnetic resonance spectroscopy (MRS) could enhance the precision of locating the lesion of interest. However, evidence indicates that contrast material might influence the outcomes of MRS.</p><p><strong>Purpose: </strong>To verify the effect of gadolinium-based contrast agent (GBCA) on MRS in normal white matter.</p><p><strong>Material and methods: </strong>A total of 34 patients were referred for brain magnetic resonance imaging (MRI) with GBCAs, and they underwent single-volume MRS before and after administering contrast material. Those patients had the MRS voxel placed at the right frontal normal white matter, which remained consistent across all examinations. Measurements were taken for the integral concerning N-acetyl aspartate (NAA), choline (Cho), creatine (Cr and Cr2), and myo-inositol (Ins) in all examinations.</p><p><strong>Results: </strong>NAA (<i>P</i> = 0.0313) and Cho (<i>P</i> = 0.0094) had a significant decrease in their integral after intravenous GBCA administration. No significant differences were found between the pre- and post-contrast MRS studies for Cr, Cr2, and Ins.</p><p><strong>Conclusion: </strong>Intravenous GBCA can alter NAA and Cho integrals in normal white matter. Therefore, brain <sup>1</sup>H-MRS should precede intravenous GBCA administration to avoid the potential impact of contrast material on peak integrals.</p>","PeriodicalId":7143,"journal":{"name":"Acta radiologica","volume":" ","pages":"82-87"},"PeriodicalIF":1.1,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142646786","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-01Epub Date: 2024-12-26DOI: 10.1177/02841851241298900
Ahmet Kerem Imrek, Mustafa Hızal, Yunus Yılmazsoy, Zeliha Coşgun
Background: Triple rule-out computed tomography angiography (CTA) provides imaging of the coronary arteries, pulmonary arteries, and thoracic aorta filled with contrast material (CM) to exclude or diagnose the pathologies of these three systems. Although dual rule-out adapted to exclude aortic and pulmonary pathologies. Iodinated CM may result in contrast-induced nephropathy, which lengthens hospital stay.
Purpose: To compare image quality of dual/triple rule-out CTA by reducing the radiation dose by using relatively high mAs with less contrast material and low kilovoltage without affecting the diagnostic value.
Methods: We acquired standard dual/triple rule-out CTA 120 kilovoltage peak (kVp) with 95 mL contrast material. The low-dose group acquired 80 Kvp with total 60 contrast material. There were 91 patients in the standard-dose group and 88 patients in the low-dose group.
Results: Signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) were calculated separately. There was no significant difference in CNR values between the two groups in the aorta and pulmonary and coronary arteries; however, a significant difference was found in SNR values. In subjective image quality evaluation, no significant difference was found between the standard- and low-dose patients. The radiation dose was reduced by 63.80% and the contrast material by 31.5% in the low-dose group in comparison to the standard dose.
Conclusion: Our study showed that dual/triple rule-out CTA can be performed with low-dose radiation and low-volume contrast material. Low-dose CTA may be preferred in emergencies situations that patients with borderline renal function tests or the risk group.
{"title":"The use of dual and triple rule-out computerized tomography angiography by using diagnostic low-dose contrast material and radiation in acute chest pain.","authors":"Ahmet Kerem Imrek, Mustafa Hızal, Yunus Yılmazsoy, Zeliha Coşgun","doi":"10.1177/02841851241298900","DOIUrl":"10.1177/02841851241298900","url":null,"abstract":"<p><strong>Background: </strong>Triple rule-out computed tomography angiography (CTA) provides imaging of the coronary arteries, pulmonary arteries, and thoracic aorta filled with contrast material (CM) to exclude or diagnose the pathologies of these three systems. Although dual rule-out adapted to exclude aortic and pulmonary pathologies. Iodinated CM may result in contrast-induced nephropathy, which lengthens hospital stay.</p><p><strong>Purpose: </strong>To compare image quality of dual/triple rule-out CTA by reducing the radiation dose by using relatively high mAs with less contrast material and low kilovoltage without affecting the diagnostic value.</p><p><strong>Methods: </strong>We acquired standard dual/triple rule-out CTA 120 kilovoltage peak (kVp) with 95 mL contrast material. The low-dose group acquired 80 Kvp with total 60 contrast material. There were 91 patients in the standard-dose group and 88 patients in the low-dose group.</p><p><strong>Results: </strong>Signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) were calculated separately. There was no significant difference in CNR values between the two groups in the aorta and pulmonary and coronary arteries; however, a significant difference was found in SNR values. In subjective image quality evaluation, no significant difference was found between the standard- and low-dose patients. The radiation dose was reduced by 63.80% and the contrast material by 31.5% in the low-dose group in comparison to the standard dose.</p><p><strong>Conclusion: </strong>Our study showed that dual/triple rule-out CTA can be performed with low-dose radiation and low-volume contrast material. Low-dose CTA may be preferred in emergencies situations that patients with borderline renal function tests or the risk group.</p>","PeriodicalId":7143,"journal":{"name":"Acta radiologica","volume":" ","pages":"125-133"},"PeriodicalIF":1.1,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142891279","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-01Epub Date: 2024-11-18DOI: 10.1177/02841851241292528
Bo Zhang, Jinling Zhu, Ruizhe Xu, Li Zou, Yixin Lian, Xin Xie, Ye Tian
Background: Radiomics and deep learning (DL) can individually and efficiently identify the pathological type of brain metastases (BMs).
Purpose: To investigate the feasibility of utilizing multi-parametric MRI-based deep transfer learning radiomics (DTLR) for the classification of lung adenocarcinoma (LUAD) and non-LUAD BMs.
Material and methods: A retrospective analysis was performed on 342 patients with 1389 BMs. These instances were randomly assigned to a training set of 273 (1179 BMs) and a testing set of 69 (210 BMs) in an 8:2 ratio. Eight machine learning algorithms were employed to construct the radiomics models. A DL model was developed using four pre-trained convolutional neural networks (CNNs). The DTLR model was formulated by integrating the optimal performing radiomics model and the DL model using a classification probability averaging approach. The area under the curve (AUC), calibration curve, and decision curve analysis (DCA) were utilized to assess the performance and clinical utility of the models.
Results: The AUC for the optimal radiomics and DL model in the testing set were 0.824 (95% confidence interval [CI]= 0.726-0.923) and 0.775 (95% CI=0.666-0.884), respectively. The DTLR model demonstrated superior discriminatory power, achieving an AUC of 0.880 (95% CI=0.803-0.957). In addition, the DTLR model exhibited good consistency between actual and predicted probabilities based on the calibration curve and DCA analysis, indicating its significant clinical value.
Conclusion: Our study's DTLR model demonstrated high diagnostic accuracy in distinguishing LUAD from non-LUAD BMs. This method shows potential for the non-invasive identification of the histological subtype of BMs.
{"title":"A combined model integrating radiomics and deep learning based on multiparametric magnetic resonance imaging for classification of brain metastases.","authors":"Bo Zhang, Jinling Zhu, Ruizhe Xu, Li Zou, Yixin Lian, Xin Xie, Ye Tian","doi":"10.1177/02841851241292528","DOIUrl":"10.1177/02841851241292528","url":null,"abstract":"<p><strong>Background: </strong>Radiomics and deep learning (DL) can individually and efficiently identify the pathological type of brain metastases (BMs).</p><p><strong>Purpose: </strong>To investigate the feasibility of utilizing multi-parametric MRI-based deep transfer learning radiomics (DTLR) for the classification of lung adenocarcinoma (LUAD) and non-LUAD BMs.</p><p><strong>Material and methods: </strong>A retrospective analysis was performed on 342 patients with 1389 BMs. These instances were randomly assigned to a training set of 273 (1179 BMs) and a testing set of 69 (210 BMs) in an 8:2 ratio. Eight machine learning algorithms were employed to construct the radiomics models. A DL model was developed using four pre-trained convolutional neural networks (CNNs). The DTLR model was formulated by integrating the optimal performing radiomics model and the DL model using a classification probability averaging approach. The area under the curve (AUC), calibration curve, and decision curve analysis (DCA) were utilized to assess the performance and clinical utility of the models.</p><p><strong>Results: </strong>The AUC for the optimal radiomics and DL model in the testing set were 0.824 (95% confidence interval [CI]= 0.726-0.923) and 0.775 (95% CI=0.666-0.884), respectively. The DTLR model demonstrated superior discriminatory power, achieving an AUC of 0.880 (95% CI=0.803-0.957). In addition, the DTLR model exhibited good consistency between actual and predicted probabilities based on the calibration curve and DCA analysis, indicating its significant clinical value.</p><p><strong>Conclusion: </strong>Our study's DTLR model demonstrated high diagnostic accuracy in distinguishing LUAD from non-LUAD BMs. This method shows potential for the non-invasive identification of the histological subtype of BMs.</p>","PeriodicalId":7143,"journal":{"name":"Acta radiologica","volume":" ","pages":"24-34"},"PeriodicalIF":1.1,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142646771","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-01Epub Date: 2024-11-18DOI: 10.1177/02841851241295393
Mehmet Karagulle, Sıbel Hamarat Gulcicek, Emin Taha Keskin
Background: In this prospective study, we evaluated whether a sufficient number of glomeruli were achieved using the 8× magnification of smartphone cameras.
Purpose: To increase the percutaneous ultrasound-guided renal biopsy (PURB) diagnostic value with a method that has not been tried before and reduce the need for repetition of the procedure.
Material and methods: A total of 39 adult patients who underwent PURB were included in our study. After the PURB was applied to the patients, the biopsy specimen was placed on the previously prepared sterile gauze. At this stage, 8× magnification photos were taken of the biopsy samples using the smartphone camera. The glomeruli in the photograph were counted and recorded and compared with the number of glomeruli seen at the end of the histopathological examination.
Results: The mean number of glomeruli in the evaluated samples was counted as 6 ± 2.2 (range = 1-10) in the 8× magnification photograph. The mean number of glomeruli detected in the histopathological examination of these samples was 11 ± 5.7 (range = 2-30). A pathological glomeruli count of 10 was associated with more than five brown spots in the 8× magnification photograph (area under the curve = 0.977, P=0.0001).
Conclusion: To obtain more than 10 glomeruli in a PURB specimen, five or more brownish-red dots should be counted on the 8x magnification photograph. Using smartphones as an alternative tool for evaluating renal biopsy tissue adequacy can be practical and advantageous in terms of time and labor.
{"title":"Can smartphone cameras help with diagnostic adequacy in renal biopsy?","authors":"Mehmet Karagulle, Sıbel Hamarat Gulcicek, Emin Taha Keskin","doi":"10.1177/02841851241295393","DOIUrl":"10.1177/02841851241295393","url":null,"abstract":"<p><strong>Background: </strong>In this prospective study, we evaluated whether a sufficient number of glomeruli were achieved using the 8× magnification of smartphone cameras.</p><p><strong>Purpose: </strong>To increase the percutaneous ultrasound-guided renal biopsy (PURB) diagnostic value with a method that has not been tried before and reduce the need for repetition of the procedure.</p><p><strong>Material and methods: </strong>A total of 39 adult patients who underwent PURB were included in our study. After the PURB was applied to the patients, the biopsy specimen was placed on the previously prepared sterile gauze. At this stage, 8× magnification photos were taken of the biopsy samples using the smartphone camera. The glomeruli in the photograph were counted and recorded and compared with the number of glomeruli seen at the end of the histopathological examination.</p><p><strong>Results: </strong>The mean number of glomeruli in the evaluated samples was counted as 6 ± 2.2 (range = 1-10) in the 8× magnification photograph. The mean number of glomeruli detected in the histopathological examination of these samples was 11 ± 5.7 (range = 2-30). A pathological glomeruli count of 10 was associated with more than five brown spots in the 8× magnification photograph (area under the curve = 0.977, <i>P</i>=0.0001).</p><p><strong>Conclusion: </strong>To obtain more than 10 glomeruli in a PURB specimen, five or more brownish-red dots should be counted on the 8x magnification photograph. Using smartphones as an alternative tool for evaluating renal biopsy tissue adequacy can be practical and advantageous in terms of time and labor.</p>","PeriodicalId":7143,"journal":{"name":"Acta radiologica","volume":" ","pages":"115-119"},"PeriodicalIF":1.1,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142646776","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: The association of Mini-Mental State Examination (MMSE) with microstructure of individual regions across the entire brain remains unexplored.
Purpose: To investigate the relationship between cognitive function and the microstructure of each brain region in the gray matter using diffusion kurtosis imaging (DKI) in older adults with mild cognitive impairment (MCI), which is the transitional stage before the onset of dementia.
Material and methods: DKI and MMSE were obtained for 34 older adults with MCI and 16 cognitively normal (CN) individuals aged 65-85 years. The DKI parameters were measured from 31 distinct regions of interest in the gray matter. A multiple regression analysis was used to examine the association between DKI parameters and MMSE scores; subsequently, interactions between the DKI parameters and the groups (MCI and CN) were examined.
Results: The mean (±SD) MMSE score for the MCI group was 27.67 ± 1.90. Significant positive correlations were observed between MMSE score and mean kurtosis (MK) in the superior frontal, middle frontal, inferior frontal, precentral, postcentral, angular, middle temporal, and inferior occipital gyri, and superior parietal lobe for the MCI group. In addition, the interaction term of the MK in the middle frontal, precentral, postcentral, and angular gyri, and the groups was statistically significant.
Conclusion: Older adults with MCI may exhibit histological damage in certain regions of the brain, such as the middle frontal and angular gyri, as observed in this study. The findings could provide insights into understanding the pathophysiology of cognitive decline in this population group.
背景:目的:使用弥散峰度成像(DKI)研究轻度认知障碍(MCI)老年人的认知功能与大脑灰质各区域微结构之间的关系,MCI是痴呆症发病前的过渡阶段:对 34 名患有轻度认知障碍(MCI)的老年人和 16 名认知功能正常(CN)、年龄在 65-85 岁的人进行了 DKI 和 MMSE 测量。DKI 参数是从灰质中 31 个不同的感兴趣区测量的。采用多元回归分析来研究 DKI 参数与 MMSE 分数之间的关联;随后,研究了 DKI 参数与组别(MCI 和 CN)之间的交互作用:MCI组的MMSE平均分(±SD)为27.67±1.90。MCI组的MMSE评分与额叶上部、额叶中部、额叶下部、中央区前部、中央区后部、角回、颞叶中部、枕叶下部和顶叶上部的平均峰度(MK)呈显著正相关。此外,额叶中部、中央前区、中央后区和角回的 MK 与各组之间的交互项具有统计学意义:结论:正如本研究中观察到的那样,患有 MCI 的老年人可能会在大脑的某些区域(如额叶中部和角回)出现组织学损伤。结论:正如本研究中所观察到的,患有 MCI 的老年人可能会在大脑的某些区域(如额叶中部和角回)出现组织学损伤,这些发现可以帮助人们了解这一人群认知能力下降的病理生理学。
{"title":"A diffusion kurtosis imaging study of the relationship between whole brain microstructure and cognitive function in older adults with mild cognitive impairment.","authors":"Nanae Matsumoto, Taiki Sugimoto, Fumio Yamashita, Futoshi Mori, Yujiro Kuroda, Kosuke Fujita, Kazuaki Uchida, Yoshinobu Kishino, Makoto Sasaki, Hidenori Arai, Takashi Sakurai","doi":"10.1177/02841851241295394","DOIUrl":"10.1177/02841851241295394","url":null,"abstract":"<p><strong>Background: </strong>The association of Mini-Mental State Examination (MMSE) with microstructure of individual regions across the entire brain remains unexplored.</p><p><strong>Purpose: </strong>To investigate the relationship between cognitive function and the microstructure of each brain region in the gray matter using diffusion kurtosis imaging (DKI) in older adults with mild cognitive impairment (MCI), which is the transitional stage before the onset of dementia.</p><p><strong>Material and methods: </strong>DKI and MMSE were obtained for 34 older adults with MCI and 16 cognitively normal (CN) individuals aged 65-85 years. The DKI parameters were measured from 31 distinct regions of interest in the gray matter. A multiple regression analysis was used to examine the association between DKI parameters and MMSE scores; subsequently, interactions between the DKI parameters and the groups (MCI and CN) were examined.</p><p><strong>Results: </strong>The mean (±SD) MMSE score for the MCI group was 27.67 ± 1.90. Significant positive correlations were observed between MMSE score and mean kurtosis (MK) in the superior frontal, middle frontal, inferior frontal, precentral, postcentral, angular, middle temporal, and inferior occipital gyri, and superior parietal lobe for the MCI group. In addition, the interaction term of the MK in the middle frontal, precentral, postcentral, and angular gyri, and the groups was statistically significant.</p><p><strong>Conclusion: </strong>Older adults with MCI may exhibit histological damage in certain regions of the brain, such as the middle frontal and angular gyri, as observed in this study. The findings could provide insights into understanding the pathophysiology of cognitive decline in this population group.</p>","PeriodicalId":7143,"journal":{"name":"Acta radiologica","volume":" ","pages":"107-114"},"PeriodicalIF":1.1,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142685754","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-01Epub Date: 2024-11-26DOI: 10.1177/02841851241295392
Ji Soo Lee, Soo Hyun Ahn, Min Woo Lee, Seungchul Han, Ji Hye Min, Dong Ik Cha, Kyoung Doo Song, Tae Wook Kang, Hyunchul Rhim
Background: Radiofrequency ablation (RFA) of subphrenic hepatocellular carcinomas (HCCs) using ultrasound (US) guidance presents a challenge.
Purpose: To evaluate local tumor progression (LTP) and overall survival (OS) after RFA of right posterior subphrenic HCCs, and to identify the risk factors for LTP and OS after RFA.
Material and methods: We screened patients who underwent US-guided RFA for a single HCC <3 cm in the right posterior subphrenic area. Cumulative rates of LTP and OS were compared between multiple- and single-electrode treatments and artificial pleural effusion versus no-effusion groups using Kaplan-Meier curves and the log-rank test. The risk factors for LTP and OS were assessed.
Results: A total of 36 patients were included. The cumulative 5-year and 10-year LTP rates were 32.9% and 39.6%, respectively, and the corresponding OS rates were 72.2% and 48.7%, respectively. The multiple-electrode group had significantly lower cumulative LTP rates compared to the single-electrode group (P < 0.001). The group receiving artificial pleural effusion showed a trend towards lower LTP rates than the no-effusion group (P = 0.076). The albumin-bilirubin (ALBI) grade was the only risk factor for LTP (hazard ratio [HR] = 4.17, 95% confidence interval [CI] = 1.26-14.55; P = 0.020). A lower albumin level was a risk factor for mortality (HR = 0.24, 95% CI = 0.07-0.79; P = 0.020).
Conclusion: US-guided RFA with multiple electrodes and artificial pleural effusion tends to be linked with lower LTP rates. The ALBI grade and serum albumin level are risk factors for LTP and OS, respectively.
{"title":"Percutaneous radiofrequency ablation of hepatocellular carcinomas abutting the right posterior diaphragm: factors associated with tumor recurrence and overall survival.","authors":"Ji Soo Lee, Soo Hyun Ahn, Min Woo Lee, Seungchul Han, Ji Hye Min, Dong Ik Cha, Kyoung Doo Song, Tae Wook Kang, Hyunchul Rhim","doi":"10.1177/02841851241295392","DOIUrl":"10.1177/02841851241295392","url":null,"abstract":"<p><strong>Background: </strong>Radiofrequency ablation (RFA) of subphrenic hepatocellular carcinomas (HCCs) using ultrasound (US) guidance presents a challenge.</p><p><strong>Purpose: </strong>To evaluate local tumor progression (LTP) and overall survival (OS) after RFA of right posterior subphrenic HCCs, and to identify the risk factors for LTP and OS after RFA.</p><p><strong>Material and methods: </strong>We screened patients who underwent US-guided RFA for a single HCC <3 cm in the right posterior subphrenic area. Cumulative rates of LTP and OS were compared between multiple- and single-electrode treatments and artificial pleural effusion versus no-effusion groups using Kaplan-Meier curves and the log-rank test. The risk factors for LTP and OS were assessed.</p><p><strong>Results: </strong>A total of 36 patients were included. The cumulative 5-year and 10-year LTP rates were 32.9% and 39.6%, respectively, and the corresponding OS rates were 72.2% and 48.7%, respectively. The multiple-electrode group had significantly lower cumulative LTP rates compared to the single-electrode group (<i>P</i> < 0.001). The group receiving artificial pleural effusion showed a trend towards lower LTP rates than the no-effusion group (<i>P</i> = 0.076). The albumin-bilirubin (ALBI) grade was the only risk factor for LTP (hazard ratio [HR] = 4.17, 95% confidence interval [CI] = 1.26-14.55; <i>P</i> = 0.020). A lower albumin level was a risk factor for mortality (HR = 0.24, 95% CI = 0.07-0.79; <i>P</i> = 0.020).</p><p><strong>Conclusion: </strong>US-guided RFA with multiple electrodes and artificial pleural effusion tends to be linked with lower LTP rates. The ALBI grade and serum albumin level are risk factors for LTP and OS, respectively.</p>","PeriodicalId":7143,"journal":{"name":"Acta radiologica","volume":" ","pages":"14-23"},"PeriodicalIF":1.1,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142724458","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-01Epub Date: 2024-11-22DOI: 10.1177/02841851241297531
Mette Karen Henning, Trond Mogens Aaløkken, Anne Catrine Martinsen, Are Hugo Pripp, Safora Johansen
Background: Individually tailored contrast medium (CM) may improve vascular image quality in chest computed tomography (CT).
Purpose: To evaluate vascular attenuation in chest CT by comparing CM dose calculations using lean body mass (LBM) and body surface area (BSA) with a fixed-dose protocol.
Material and methods: Patients referred for contrast-enhanced chest CT were categorized as either normal, muscular, or overweight. Patients were accordingly randomized into three CM dosing protocols: fixed-dose group (n = 87), LBM group (n = 92), and BSA group (n = 93).
Results: Of the patients, 94% in the fixed-dose group, 99% in the LBM group, and 98% in the BSA group achieved optimal vascular attenuation. In the overweight category, lower attenuation was demonstrated in the fixed-dose group compared to the LBM group (P = 0.032) and the BSA group (P = 0.010). In the fixed-dose group, vascular attenuation showed a negative correlation with total body weight for all body composition categories. In the LBM group, a positive correlation was observed between attenuation and total body weight in the muscular category (P = 0.041), while a negative correlation was noted for the overweight category in the BSA group (P = 0.049).
Conclusion: Fixed-dose CM protocol exhibited larger variations in vascular attenuation between patients of various body weights and body compositions compared to tailored CM doses based on LBM and BSA.
{"title":"Impact of individually tailored contrast medium on vascular attenuation in chest CT: a randomized controlled trial.","authors":"Mette Karen Henning, Trond Mogens Aaløkken, Anne Catrine Martinsen, Are Hugo Pripp, Safora Johansen","doi":"10.1177/02841851241297531","DOIUrl":"10.1177/02841851241297531","url":null,"abstract":"<p><strong>Background: </strong>Individually tailored contrast medium (CM) may improve vascular image quality in chest computed tomography (CT).</p><p><strong>Purpose: </strong>To evaluate vascular attenuation in chest CT by comparing CM dose calculations using lean body mass (LBM) and body surface area (BSA) with a fixed-dose protocol.</p><p><strong>Material and methods: </strong>Patients referred for contrast-enhanced chest CT were categorized as either normal, muscular, or overweight. Patients were accordingly randomized into three CM dosing protocols: fixed-dose group (n = 87), LBM group (n = 92), and BSA group (n = 93).</p><p><strong>Results: </strong>Of the patients, 94% in the fixed-dose group, 99% in the LBM group, and 98% in the BSA group achieved optimal vascular attenuation. In the overweight category, lower attenuation was demonstrated in the fixed-dose group compared to the LBM group (<i>P </i>= 0.032) and the BSA group (<i>P </i>= 0.010). In the fixed-dose group, vascular attenuation showed a negative correlation with total body weight for all body composition categories. In the LBM group, a positive correlation was observed between attenuation and total body weight in the muscular category (<i>P </i>= 0.041), while a negative correlation was noted for the overweight category in the BSA group (<i>P </i>= 0.049).</p><p><strong>Conclusion: </strong>Fixed-dose CM protocol exhibited larger variations in vascular attenuation between patients of various body weights and body compositions compared to tailored CM doses based on LBM and BSA.</p>","PeriodicalId":7143,"journal":{"name":"Acta radiologica","volume":" ","pages":"72-81"},"PeriodicalIF":1.1,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142685756","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}