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A 3D surface coil with deep learning-based noise reduction for parotid gland imaging at 7T 基于深度学习降噪技术的三维表面线圈,用于 7T 下的腮腺成像
Pub Date : 2024-06-10 DOI: 10.1002/ird3.79
Sayim Gokyar, Chenyang Zhao, Shajan Gunamony, Liyang Tang, Jonathan West, Niels Kokot, Danny J. J. Wang

Background

Background: Parotid gland neoplasms occur near the facial nerve. Hence, it is crucial to determine whether the malignant neoplasms involve the facial nerve and whether sacrifice of the nerve in surgery is necessary. Furthermore, while 20% of all neoplasms are malignant, the most common benign neoplasm, pleomorphic adenoma, has a risk for malignant transformation, making early detection and treatment essential. 7T magnetic resonance imaging offers increased signal-to-noise ratio (SNR) and sensitivity.

Aim

In this work, we address imaging the parotid gland since it remains challenging at 7T because of its spatial location.

Materials and Methods

Here, we present a novel three-dimensional surface coil (3D Coil) architecture that offers increased depth penetration and SNR compared to the single channel surface coil. We further developed a deep learning (DL)-based noise reduction method that receives inputs from three elements of the 3D Coil.

Results

The 3D coil with DL-based denoising method offers twice the SNR compared to the single channel surface coil for parotid gland imaging at 7T.

Discussion and Conclusion

The proposed 3D Coil and DL-based noise reduction method offers a promising way of achieving higher SNR for parotid salivary gland imaging at 7T, paving the road for clinical applications.

背景介绍腮腺肿瘤发生在面神经附近。因此,确定恶性肿瘤是否累及面神经以及手术中是否需要牺牲面神经至关重要。此外,虽然所有肿瘤中有 20% 是恶性的,但最常见的良性肿瘤--多形性腺瘤也有恶变的风险,因此早期发现和治疗至关重要。7T磁共振成像技术提高了信噪比(SNR)和灵敏度。在这项工作中,我们针对腮腺成像进行了研究,因为腮腺的空间位置决定了它在7T下的成像仍具有挑战性。我们进一步开发了一种基于深度学习(DL)的降噪方法,该方法接收来自三维线圈三个元件的输入。与单通道表面线圈相比,三维线圈和基于 DL 的去噪方法在 7T 下进行腮腺成像时的信噪比提高了一倍。
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引用次数: 0
Quantitative susceptibility mapping as an early neuroimaging biomarker for amyotrophic lateral sclerosis: A review 定量易感性图谱作为肌萎缩性脊髓侧索硬化症的早期神经影像生物标记:综述
Pub Date : 2024-06-07 DOI: 10.1002/ird3.88
Sana Mohammadi, Sadegh Ghaderi, Farzad Fatehi

Quantitative susceptibility mapping (QSM) is an advanced post-processing technique in magnetic resonance imaging that offers precise measurements of tissue magnetic susceptibility with impressive spatial resolution and sensitivity. This review examines the potential of QSM as a biomarker for early detection and monitoring of amyotrophic lateral sclerosis (ALS). Since 2015, studies have consistently reported increased QSM values in the motor regions of individuals with ALS, indicating significant iron deposition. Iron accumulation is associated with dysfunction of the upper motor neurons and faster disease progression. Notably, increased QSM values were also observed in the critical subcortical areas responsible for motor function and cognitive control. However, standardizing optimized protocols, including background field removal algorithms, phase unwrapping approaches, and methods for final susceptibility map reconstruction, has the potential to enhance the consistency and reliability of QSM as an ALS biomarker. Overall, the current body of evidence strongly supports QSM in detecting iron dysregulation associated with neurodegeneration in both motor and extra-motor regions in ALS. Furthermore, QSM's remarkable sensitivity to early pathological iron changes and its high specificity in distinguishing ALS positions make it a promising diagnostic and progression-tracking biomarker.

定量磁感应强度图谱(QSM)是磁共振成像中一种先进的后处理技术,可精确测量组织的磁感应强度,其空间分辨率和灵敏度令人印象深刻。本综述探讨了 QSM 作为生物标记物用于早期检测和监测肌萎缩性脊髓侧索硬化症(ALS)的潜力。自 2015 年以来,不断有研究报告称,肌萎缩侧索硬化症患者运动区的 QSM 值升高,表明铁沉积明显。铁积累与上运动神经元功能障碍和疾病进展加快有关。值得注意的是,在负责运动功能和认知控制的重要皮层下区域也观察到了 QSM 值的增加。然而,标准化的优化方案(包括背景场去除算法、相位解包方法和最终易感图重建方法)有可能提高 QSM 作为 ALS 生物标志物的一致性和可靠性。总之,目前的证据有力地支持 QSM 检测与 ALS 运动区和运动外区神经变性相关的铁失调。此外,QSM 对早期病理铁变化的显著敏感性及其在区分 ALS 病位方面的高度特异性使其成为一种很有前景的诊断和进展追踪生物标记物。
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引用次数: 0
Extracellular vesicles: A new frontier in the theranostics of cardiovascular diseases 细胞外囊泡:心血管疾病治疗学的新领域
Pub Date : 2024-05-23 DOI: 10.1002/ird3.77
Enze Fu, Zongjin Li

Extracellular vesicles (EVs) are tiny vesicles released by various cells that contain a variety of proteins, lipids, and nucleic acids, which can have a wide range of effects on other cells. The dynamic composition and contents of EVs can serve as sensitive biomarkers for diagnosing and monitoring various cardiovascular diseases (CVDs). In addition to their diagnostic potential, EVs are therapeutic agents capable of precise modulation and amelioration of CVDs, because of their innate ability to encapsulate and deliver bioactive molecules. This growing field reveals the intricate interplay between EVs and cardiovascular pathophysiology, showing that EVs can act as messengers of intercellular communication for CVD regenerative therapy. Extracellular vesicles serve as dual agents in the field of theranostics, both as diagnostic biomarkers able to decode nuanced molecular signatures of CVDs and as potent vehicles for targeted therapeutic interventions. This review delves into the evolving landscape of EVs, uncovering their diagnostic and therapeutic prospects and emphasizing their growing importance in shaping the future of cardiovascular theranostics.

细胞外囊泡(EVs)是由各种细胞释放的微小囊泡,其中含有多种蛋白质、脂类和核酸,可对其他细胞产生广泛影响。EVs的动态成分和含量可作为诊断和监测各种心血管疾病(CVDs)的灵敏生物标志物。除了诊断潜力外,EVs 还是能够精确调节和改善心血管疾病的治疗剂,因为它们具有封装和输送生物活性分子的天生能力。这一不断发展的领域揭示了细胞外囊泡与心血管病理生理学之间错综复杂的相互作用,表明细胞外囊泡可以作为细胞间通信的信使,促进心血管疾病的再生治疗。细胞外囊泡在治疗学领域具有双重作用,既是诊断生物标志物,能够解读心血管疾病的细微分子特征,又是靶向治疗干预的有效载体。这篇综述深入探讨了 EVs 不断发展的前景,揭示了 EVs 的诊断和治疗前景,并强调了 EVs 在塑造心血管治疗学未来方面日益增长的重要性。
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引用次数: 0
Embracing artificial intelligence design for better radiopharmaceuticals 利用人工智能设计更好的放射性药物
Pub Date : 2024-05-23 DOI: 10.1002/ird3.76
Jinping Tao, Xiangxing Kong, Zhi Yang, Hua Zhu
<p>Cancer has emerged as a significant threat to human life, and its incidence and mortality are increasing rapidly. As clinicians increasingly seek to noninvasively investigate tumor phenotypes and evaluate functional and molecular responses to therapy, the combination of diagnostic imaging with targeted therapy is becoming more widely implemented [<span>1</span>]. Targeted radionuclide therapy involves the use of small molecules, peptides, and/or antibodies as carriers for therapeutic radionuclides, with these being referred to as radiopharmaceuticals. Radiopharmaceuticals, also known as molecular probes in nuclear medicine, play a vital role in clinical diagnosis and therapy. Currently, there are numerous radiopharmaceuticals approved or under research worldwide for a wide range of indications. At the end of March 2022, there were 60 radiopharmaceuticals approved for marketing by the Food and Drug Administration (FDA) [<span>2</span>] (Supplemental Table) [<span>2</span>]. As of October 2023, 42 radiopharmaceuticals have been approved for marketing by the National Medical Products Administration (NMPA) [<span>3</span>]. However, there remains an urgent need to identify new targets and new drug molecules to advance the process of radiopharmaceutical research and development.</p><p>In 2022, the nanobody <sup>68</sup>Ga-Nb1159 targeting the receptor-binding domain (RBD) of Severe Acute Respiratory Syndrome Coronavirus type 2 (SARS-CoV-2) [<span>4</span>], was successfully prepared. The probe has the potential not only to monitor the distribution of SARS-CoV-2 in real time, but also to assess the infection status of patients. However, its targeting specificity is limited by the structural characteristics of the small molecule. Therefore, designing radiopharmaceuticals with high specificity and affinity has become an important direction in the development of radiotherapy drugs.</p><p>The development of artificial intelligence (AI) has brought new technological tools for drug discovery and development. New possibilities for the design, synthesis, and bioanalysis of new and existing small molecules have been opened up through machine learning (ML), deep learning (DL), and so on [<span>5</span>]. For example, AI can be applied to the design of ligands with high affinity for research targets. Such ligands for radiopharmaceuticals can be nanoparticles; however, unlike the nanoparticles traditionally used to deliver chemotherapeutic drugs, AI-driven nanoparticles that can respond to or be guided by biological cues are emerging as a promising drug delivery platform for the precise treatment of cancer. A study of AI-guided polymer nanoparticles showed that the fluorescence intensity and wavelength generated by the interaction between negatively charged cyclic peptide nanoparticles and amyloid-beta aggregates in cerebrospinal fluid and serum varied with disease state in comparison withed to healthy individuals [<span>6, 7</span>]. The proposed computer-aide
癌症已成为威胁人类生命的重大疾病,其发病率和死亡率正在迅速上升。随着临床医生越来越多地寻求以非侵入性方式研究肿瘤表型并评估对治疗的功能和分子反应,诊断成像与靶向治疗的结合正变得越来越广泛[1]。放射性核素靶向治疗涉及使用小分子、肽和/或抗体作为治疗性放射性核素的载体,这些载体被称为放射性药物。放射性药物也称为核医学分子探针,在临床诊断和治疗中发挥着重要作用。目前,全球有多种放射性药物已获批准或正在研究中,适用于各种适应症。截至 2022 年 3 月底,共有 60 种放射性药物获得美国食品药品管理局(FDA)批准上市[2](补充表)[2]。截至 2023 年 10 月,国家医药产品管理局(NMPA)已批准 42 种放射性药物上市[3]。2022 年,针对严重急性呼吸系统综合征冠状病毒 2 型(SARS-CoV-2)受体结合域(RBD)的纳米抗体 68Ga-Nb1159 [4]制备成功。该探针不仅可用于实时监测 SARS-CoV-2 的分布,还可用于评估患者的感染状况。然而,其靶向特异性受到小分子结构特点的限制。因此,设计具有高特异性和高亲和力的放射性药物已成为放射治疗药物开发的重要方向。人工智能(AI)的发展为药物发现和开发带来了新的技术手段。通过机器学习(ML)、深度学习(DL)等为新的和现有小分子的设计、合成和生物分析开辟了新的可能性[5]。例如,人工智能可应用于设计对研究目标具有高亲和力的配体。放射性药物的此类配体可以是纳米颗粒;然而,与传统上用于递送化疗药物的纳米颗粒不同,人工智能驱动的纳米颗粒可以对生物线索做出反应或由生物线索引导,正在成为一种很有前景的精确治疗癌症的药物递送平台。对人工智能引导的聚合物纳米粒子的研究表明,与健康人相比,脑脊液和血清中带负电的环肽纳米粒子与淀粉样蛋白-β聚集体相互作用产生的荧光强度和波长随疾病状态而变化[6, 7]。拟议的智能纳米粒子计算机辅助设计进一步增强了这些巧妙的纳米技术为患者提供个性化治疗方案的潜力。其中,蛋白质的结构最为复杂,因为组成蛋白质的氨基酸序列的排列和空间结构非常复杂,可能的序列组合数量巨大。因此,利用氨基酸序列预测蛋白质结构和合成蛋白质的技术将大大加快生命科学的发展。例如,西班牙研究人员进行的一项独立分析[8]显示,AlphaFold 算法将没有结构数据的人类蛋白质数量从 5027 个减少到 29 个。Thomson 等人合成了 22 个目标的目标肽,并使用 CCBuilder 软件预测寡聚体状态,成功预测了 13 条肽中 8 条的状态[9]。不过,虽然这种方法有助于提高稳定性,但并不能确保肽的寡聚体状态特异性。此外,Gevorg 等人提出了一个设计蛋白质相互作用特异性的计算框架,并通过识别人类碱性区亮氨酸拉链(bZIP)转录因子的特异性肽伙伴证明了该框架的应用[10]。在本文中,我们将阐明与诊断或治疗用放射性药物相关的基本概念,揭示新型放射性药物在设计、体内外评估和转化过程中遇到的具体挑战。
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引用次数: 0
Iatrogenic brachial artery pseudoaneurysm causing median nerve compression neuropraxia diagnosed and compression therapy ultrasonography: A rarest case image 先天性肱动脉假性动脉瘤导致正中神经压迫性神经瘫痪的超声诊断和压迫治疗:最罕见的病例图像
Pub Date : 2024-05-20 DOI: 10.1002/ird3.78
Alamgir Khan, Thamizh Selvan, Arjun Ganpat Munde, Manohar Kachare

A 69-year-old male with a known history (Hx) of chronic kidney disease (CKD) was presented with a 2-day Hx of inability to flex the proximal and distal interphalangeal (DIP) joints of the first, second, and third digits of his left hand. Notably, he retained the ability to flex the proximal and DIP joints of the fourth and fifth fingers. This presentation followed balloon fistuloplasty (BF) performed to address stenosis of an arteriovenous fistula between the radial artery and cephalic vein.

Physical examination revealed swelling and erythema on the ventral aspect of left upper arm. He was referred for ultrasonography (USG) for the same.

Ultrasound imaging of the left upper arm was conducted. The examination revealed a well-defined cystic lesion measuring 27 × 7 × 10 mm, originating from the wall of the brachial artery. Doppler study demonstrated a “ying yang” sign on color Doppler, indicative of a pseudoaneurysm (PNA). Notably, the PNA was observed to pulsate against the median nerve (MN), leading to neuropraxia (Figure 1).

Under ultrasound guidance, compression therapy for 15 min was performed and complete obliteration of lumen was achieved and was confirmed on Doppler study showing no flow in the lumen of PNA (Figure 2).

The MN descends down the arm, initially lateral to the brachial artery. Halfway down the arm, the nerve crosses over the brachial artery and becomes situated medially [1]. The MN is formed from all anterior rami of C5-T1 [2]. It predominantly provides motor innervation to the flexor muscles of the forearm and hand and also provides sensory innervation to the dorsal aspect (nail bed) of the distal first two digits of the hand, the palmar aspect of the thumb, index, middle, and half of the ring finger, the palm, as well as the medial aspect of the forearm [3].

MN neuropraxia associated with post iatrogenic vascular injury to the brachial artery is very low and is a degraded complication. Brachial PNA could result in compression of the MN in the arm leading to an ischemic injury [4]. In this case, the patient was presented with pain and erythema of the left upper arm. From the given Hx, the patient was a known case of CKD and was undergoing hemodialysis for the same. A fistula between the radial artery and cephalic vein was created. Later, after 5 months of arterio-venous fistula, he developed features of arterio-venous fistula stenosis, and BF was advised for the same.

In this patient, a complication of arterio-venous stenosis was diagnosed. USG and color Doppler of the upper arm at the incision site showed a PNA, which was seen pulsating and compressing the MN. Thus, a diagnosis of neuropraxia was made. Compression therapy for 15 min was performed, and complete occlusion of the PNA was obtained.

Our case underscores the significance of prompt recognition and management of PNAs following vascular interventions. Utilization of high-re

一名已知有慢性肾脏病(CKD)病史(Hx)的 69 岁男性患者因左手第一、第二和第三指的近端和远端指间关节(DIP)无法弯曲而就诊两天。值得注意的是,他保留了弯曲第四和第五指近端和 DIP 关节的能力。他是在为解决桡动脉和头静脉之间的动静脉瘘狭窄而进行球囊瘘成形术(BF)后出现这种症状的。体格检查显示他的左上臂腹侧有肿胀和红斑。体格检查发现左上臂腹侧有肿胀和红斑,因此转诊至超声波检查(USG)。检查发现一个界限清晰的囊性病变,大小为 27 × 7 × 10 毫米,源自肱动脉壁。多普勒检查显示,彩色多普勒出现 "阴阳 "征,表明存在假性动脉瘤(PNA)。在超声引导下,进行了 15 分钟的压迫治疗,管腔完全闭塞,多普勒检查证实 PNA 管腔内无血流(图 2)。MN 沿手臂下行,最初位于肱动脉的外侧,在手臂下行到一半时,神经穿过肱动脉并位于内侧[1]。MN 由 C5-T1 的所有前支组成 [2]。它主要为前臂和手部的屈肌提供运动神经支配,同时也为手部前两个指头的远端背侧(甲床)、拇指掌侧、食指、中指和无名指的一半、手掌以及前臂内侧提供感觉神经支配[3]。肱动脉 PNA 可导致手臂上的 MN 受压,从而导致缺血性损伤[4]。在本病例中,患者出现左上臂疼痛和红斑。根据所提供的病史,患者已知患有慢性肾脏病,并正在接受血液透析治疗。在桡动脉和头静脉之间建立了一个瘘管。后来,在动静脉造瘘 5 个月后,他出现了动静脉瘘管狭窄的特征,并被建议进行 BF 治疗。切口处上臂的 USG 和彩色多普勒显示有 PNA,可见其搏动并压迫 MN。因此,诊断为神经瘫痪。我们的病例强调了血管介入治疗后及时识别和处理 PNA 的重要性。我们的病例强调了在血管介入治疗后及时识别和处理 PNA 的重要性。利用高分辨率 USG 可以进行准确诊断,并有助于采取有针对性的干预措施,如加压疗法。早期干预对预防潜在的神经系统并发症和优化患者预后至关重要。Arjun Ganpat Munde博士参与了研究的构思和设计,Alamgir Khan博士对手稿进行了建设性的修改;Thamizh Selvan博士参与了数据收集和整理;Manohar Kachare博士全程参与并指导了研究,他们共同担任通讯作者。所有作者都对之前的手稿版本发表了意见,并批准了最终版本。作者声明无利益冲突。不适用。患者在参与本研究时提供了书面知情同意书。
{"title":"Iatrogenic brachial artery pseudoaneurysm causing median nerve compression neuropraxia diagnosed and compression therapy ultrasonography: A rarest case image","authors":"Alamgir Khan,&nbsp;Thamizh Selvan,&nbsp;Arjun Ganpat Munde,&nbsp;Manohar Kachare","doi":"10.1002/ird3.78","DOIUrl":"10.1002/ird3.78","url":null,"abstract":"<p>A 69-year-old male with a known history (Hx) of chronic kidney disease (CKD) was presented with a 2-day Hx of inability to flex the proximal and distal interphalangeal (DIP) joints of the first, second, and third digits of his left hand. Notably, he retained the ability to flex the proximal and DIP joints of the fourth and fifth fingers. This presentation followed balloon fistuloplasty (BF) performed to address stenosis of an arteriovenous fistula between the radial artery and cephalic vein.</p><p>Physical examination revealed swelling and erythema on the ventral aspect of left upper arm. He was referred for ultrasonography (USG) for the same.</p><p>Ultrasound imaging of the left upper arm was conducted. The examination revealed a well-defined cystic lesion measuring 27 × 7 × 10 mm, originating from the wall of the brachial artery. Doppler study demonstrated a “ying yang” sign on color Doppler, indicative of a pseudoaneurysm (PNA). Notably, the PNA was observed to pulsate against the median nerve (MN), leading to neuropraxia (Figure 1).</p><p>Under ultrasound guidance, compression therapy for 15 min was performed and complete obliteration of lumen was achieved and was confirmed on Doppler study showing no flow in the lumen of PNA (Figure 2).</p><p>The MN descends down the arm, initially lateral to the brachial artery. Halfway down the arm, the nerve crosses over the brachial artery and becomes situated medially [<span>1</span>]. The MN is formed from all anterior rami of C5-T1 [<span>2</span>]. It predominantly provides motor innervation to the flexor muscles of the forearm and hand and also provides sensory innervation to the dorsal aspect (nail bed) of the distal first two digits of the hand, the palmar aspect of the thumb, index, middle, and half of the ring finger, the palm, as well as the medial aspect of the forearm [<span>3</span>].</p><p>MN neuropraxia associated with post iatrogenic vascular injury to the brachial artery is very low and is a degraded complication. Brachial PNA could result in compression of the MN in the arm leading to an ischemic injury [<span>4</span>]. In this case, the patient was presented with pain and erythema of the left upper arm. From the given Hx, the patient was a known case of CKD and was undergoing hemodialysis for the same. A fistula between the radial artery and cephalic vein was created. Later, after 5 months of arterio-venous fistula, he developed features of arterio-venous fistula stenosis, and BF was advised for the same.</p><p>In this patient, a complication of arterio-venous stenosis was diagnosed. USG and color Doppler of the upper arm at the incision site showed a PNA, which was seen pulsating and compressing the MN. Thus, a diagnosis of neuropraxia was made. Compression therapy for 15 min was performed, and complete occlusion of the PNA was obtained.</p><p>Our case underscores the significance of prompt recognition and management of PNAs following vascular interventions. Utilization of high-re","PeriodicalId":73508,"journal":{"name":"iRadiology","volume":"2 3","pages":"362-364"},"PeriodicalIF":0.0,"publicationDate":"2024-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ird3.78","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141122916","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
Imaging of pain using positron emission tomography 利用正电子发射断层扫描进行疼痛成像
Pub Date : 2024-05-18 DOI: 10.1002/ird3.73
Yu-Peng Zhou, Lauren L. Zhang, Yang Sun, Pedro Brugarolas

Positron emission tomography (PET) is a noninvasive molecular imaging technique that utilizes biologically active radiolabeled compounds to image biochemical processes. As such, PET can provide important pathophysiological information associated with pain of different etiologies. Consequently, the information obtained using PET often combined with magnetic resonance imaging or computed tomography can provide useful information for diagnosing and monitoring changes associated with pain. This review covers the most important PET tracers that have been used to image pain including tracers for fundamental biological processes such as glucose metabolism and cerebral blood flow, to receptor-specific tracers such as ion channels and neurotransmitters. For each tracer, we describe the structure and radiochemical synthesis of the tracer followed by a brief summary of the available preclinical and clinical studies. By providing a summary of the PET tracers that have been employed for PET imaging of pain, this review aims to serve as a reference for preclinical, translational, and clinical investigators interested in molecular imaging of pain. Finally, the review ends with an outlook of the needs and opportunities in this area.

正电子发射断层扫描(PET)是一种无创分子成像技术,利用生物活性放射性标记化合物对生化过程进行成像。因此,PET 可以提供与不同病因引起的疼痛相关的重要病理生理信息。因此,使用 PET 获得的信息通常与磁共振成像或计算机断层扫描相结合,可为诊断和监测与疼痛相关的变化提供有用的信息。本综述涵盖了用于疼痛成像的最重要的 PET 示踪剂,包括基本生物过程示踪剂(如葡萄糖代谢和脑血流)和受体特异性示踪剂(如离子通道和神经递质)。我们将介绍每种示踪剂的结构和放射化学合成,然后简要概述现有的临床前和临床研究。本综述概述了用于疼痛 PET 成像的 PET 示踪剂,旨在为对疼痛分子成像感兴趣的临床前、转化和临床研究人员提供参考。最后,本综述对该领域的需求和机遇进行了展望。
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引用次数: 0
Low-intensity continuous ultrasound effect on proliferation and morphology of fibroblast cells 低强度连续超声波对成纤维细胞增殖和形态的影响
Pub Date : 2024-05-13 DOI: 10.1002/ird3.75
Tu Minh Tran Vo, Guillermo Ignacio Guangorena Zarzosa, Keita Nakajima, Takaomi Kobayashi

Recently, the use of ultrasound (US) for triggering drug release to specific tissues was explored, but its direct effects on cells have not been thoroughly understood. For this reason, this study aimed to investigate the impact of US powers and US irradiation times on fibroblast cells (NIH-3T3). The results showed that the diverse US settings had varying effects on cell proliferation and distribution in the polystyrene culture dish. Interestingly, at 10 W, 43 kHz with changing exposed time up to 30 min either stimulated or inhibited fibroblast cell growth after 24 and 72 h of cultivation compared to the control sample in the absence of US, while longer US exposure time led to a moderate reduction in cell quantity. Moreover, higher US levels of 20 and 30 W could cause an aggregation of cells and sublethal damage to the cells. Importantly, the morphology of fibroblast was changed from stellate-shape to round-shape under greater US powers. Elevated US power also influenced interactions between proteins and lipids, affecting the atomic and molecular charges, leading to changes in both zeta potential and pH of the dispensed cell solution.

最近,人们探索了利用超声波(US)触发药物释放到特定组织的方法,但对其对细胞的直接影响还没有深入了解。因此,本研究旨在探讨 US 功率和 US 照射时间对成纤维细胞(NIH-3T3)的影响。结果显示,不同的 US 设置对聚苯乙烯培养皿中细胞的增殖和分布有不同的影响。有趣的是,与无 US 的对照样品相比,在 10 W、43 kHz 的条件下,暴露时间最长为 30 分钟,在培养 24 小时和 72 小时后,可刺激或抑制成纤维细胞的生长,而更长的 US 暴露时间会导致细胞数量的适度减少。此外,20 瓦和 30 瓦的较高 US 可导致细胞聚集,对细胞造成亚致死性损伤。重要的是,在更高的 US 功率下,成纤维细胞的形态从星状变为圆形。较高的 US 功率还会影响蛋白质和脂质之间的相互作用,影响原子和分子电荷,从而导致分配细胞溶液的 zeta 电位和 pH 值发生变化。
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引用次数: 0
Primary Castleman's disease in the hepatic parenchyma: A case report and literature review 肝实质中的原发性卡斯特曼病:病例报告和文献综述
Pub Date : 2024-04-15 DOI: 10.1002/ird3.74
Hanjun Zhang, Mingyue Song, Mingzhan Du, Zhuxue Zhang, Weiguo Zhang
<p>A 65-year-old woman was found to have a space-occupying lesion in the parenchyma of hepatic segment IV by ultrasonography during a routine medical checkup. She had no history of viral hepatitis or any infectious diseases, and her tumor markers and routine blood and biochemical indices were normal. Gadoxetic acid-enhanced magnetic resonance imaging revealed a well-defined lesion that showed homogeneous hypointensity on T1-weighted images and hyperintensity with a halo sign on T2-weighted images (Figure 1a,b). Diffusion-weighted imaging showed homogeneous restricted diffusion (Figure 1c,d), and dynamic contrast-enhanced imaging showed hyperintensity in the arterial phase with no Gd-EOB-DTPA uptake in the hepatobiliary phase (Figure 1e–g). A maximum standardized uptake value (SUV<sub>max</sub>) of 3.270 and a delayed SUV<sub>max</sub> of 4.887 were recorded on <sup>18</sup>F-fluorodeoxyglucose positron emission tomography/computed tomography (FDG-PET/CT) scans (Figure 2a–d). The plasma cell variant of Castleman's disease was confirmed pathologically after left hemihepatectomy. Immunohistochemical analysis showed lymphoid hyperplasia, positive immunostaining for CD markers, and a Ki-67 index of 40% (Figure 2e,f). No recurrence has been noted on annual computed tomography scans after the 6-month follow-up.</p><p>Castleman's disease, also known as angiofollicular lymph node hyperplasia and giant lymph node hyperplasia [<span>1</span>], rarely arises in the hepatic parenchyma. Clinically, Castleman's disease can be divided into unicentric (UCD) and multicentric (MCD). UCD and idiopathic MCD are classified into tumor-like lesions with B-cell predominance according to the fifth edition of the World Health Organization classification of haematolymphoid tumors [<span>2, 3</span>].</p><p>UCD usually presents as a localized lesion without any obvious symptoms [<span>4</span>]. Diagnosis of hepatic UCD remains difficult because of a lack of specific imaging features. In our case, it was necessary to rule out the possibility of hemangioendothelioma in view of the presence of a halo sign on T2-weighted images. However, our patient had none of the hallmarks of hemangioendothelioma, such as the “capsular retraction” sign [<span>5</span>]. On dynamic enhanced magnetic resonance imaging, the corona-like enhancement of this lesion can be confused with hepatocellular carcinoma (HCC). Nevertheless, the lesion lacked a capsule and the classical “wash in and wash out” dynamic enhancement pattern typical of HCC [<span>6</span>].</p><p>Of note, the corona-like enhancement and the halo sign seen in our case may also be seen in hepatocellular adenoma. However, the lesion did not show the atoll sign or signal drop out on out-of-phase imaging or uptake of a hepatocyte-specific contrast agent [<span>7</span>]. Furthermore, the lesion in our case showed a low signal in the hepatobiliary phase, which rules out focal nodular hyperplasia [<span>8, 9</span>].</p><p>The lesion in
一名 65 岁的妇女在一次常规体检中通过超声波检查发现肝脏 IV 段实质内有一个占位性病变。她没有病毒性肝炎或任何传染病病史,肿瘤标志物和常规血液生化指标正常。钆醋酸增强磁共振成像显示病灶轮廓清晰,T1加权像显示均匀低密度,T2加权像显示高密度伴晕征(图1a,b)。弥散加权成像显示均匀的弥散受限(图1c、d),动态对比增强成像显示动脉期高密度,肝胆期无Gd-EOB-DTPA摄取(图1e-g)。18F-氟脱氧葡萄糖正电子发射断层扫描/计算机断层扫描(FDG-PET/CT)显示最大标准化摄取值(SUVmax)为3.270,延迟SUVmax为4.887(图2a-d)。左半肝切除术后病理证实为浆细胞变异型卡斯特曼病。免疫组化分析显示淋巴细胞增生,CD标记免疫染色阳性,Ki-67指数为40%(图2e,f)。卡斯特曼病又称血管滤泡性淋巴结增生和巨淋巴结增生[1],很少发生在肝实质。临床上,卡斯特曼病可分为单中心型(UCD)和多中心型(MCD)。根据世界卫生组织第五版血液淋巴肿瘤分类,UCD 和特发性 MCD 被归类为以 B 细胞为主的肿瘤样病变[2, 3]。由于缺乏特异性的影像学特征,肝UCD的诊断仍然很困难。在我们的病例中,考虑到T2加权图像上存在光环征,有必要排除血管内皮瘤的可能性。然而,我们的患者并不具备血管内皮瘤的特征,如 "囊回缩 "征[5]。在动态增强磁共振成像中,该病灶的冠状强化可与肝细胞癌(HCC)相混淆。值得注意的是,我们病例中出现的日冕样强化和晕轮征也可能出现在肝细胞腺瘤中。然而,该病灶在相位外成像中未显示环状征或信号消失,也未摄取肝细胞特异性造影剂[7]。此外,我们病例中的病变在肝胆期显示出低信号,这排除了局灶性结节增生的可能[8, 9]。我们病例中的病变在弥散加权成像中显示出明显的高密度,其表观弥散系数值为 0.850 × 10-3,这通常表明是淋巴瘤或 HCC 等细胞丰富的病变[10-12]。我们病例中的病灶在 18F-FDG PET/CT 上显示中度代谢,SUVmax 为 3.270,这可能预示着恶性肿瘤,但也不能排除结核瘤或肉芽肿等炎症或肉芽肿性疾病。[13]虽然卡斯特曼病患者 PET/CT 的这一阳性发现尚未得到阐明,但其中一个解释可能是 UCD 的细胞增殖率高于正常肝细胞,但慢于恶性肿瘤细胞。UCD 病变中的 FDG 摄取现象已有文献报道[14-17]。总之,肝实质 UCD 极其罕见,且无特异性特征,这给放射科医生的术前诊断带来了挑战。然而,磁共振成像上的某些成像特征,如晕征、弥散受限、冠状动脉样强化以及18F-FDG PET/CT上的适度代谢可能有助于UCD与其他肝病的鉴别,这可能有助于临床上对患者的护理。宋明月参与了研究的构思和设计,张竹雪对手稿进行了建设性的修改;杜明展参与了数据的收集和整理;张卫国全程参与并指导了研究,二人共享通讯作者身份。所有作者都对之前的手稿版本发表了意见,并批准了最终版本。作者声明没有利益冲突。
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引用次数: 0
Role of ChatGPT 3.5 in emergency radiology, with a focus on cardiothoracic emergencies: Proof with examples ChatGPT 3.5 在急诊放射学中的作用,重点是心胸急诊:实例证明
Pub Date : 2024-04-11 DOI: 10.1002/ird3.65
Arosh S. Perera Molligoda Arachchige
<p>As the authors of this commentary, we would like to clarify that the figures presented originated from ChatGPT 3.5. Unless specified otherwise, in all figures, questions were provided as input through its user interface and the responses generated have been illustrated in a distinct font. The human authors subsequently undertook the editing process where we edited the ChatGPT 3.5 generated responses for better clarity (in terms of text organization) [<span>1-3</span>].</p><p>ChatGPT 3.5, created by OpenAI in San Francisco, is an advanced artificial intelligence conversational tool. Operating as a large language model (LLM), it can engage in conversations across more than 90 languages. Developed through deep-learning techniques utilizing multilayered recurrent feedforward neural networks, the model has undergone training on an extensive dataset with over 175 billion parameters. This dataset comprises information from diverse internet sources, including websites, articles, fiction, and books, collected until September 2021. The architecture of ChatGPT 3.5 is based on transformers, allowing it to simultaneously process a vast amount of data. This design enables the model to grasp the context and relationships between words in input sequences, facilitating the generation of coherent and relevant responses. Notably, ChatGPT 3.5 can comprehend questions and furnish persuasive, grammatically correct answers. Moreover, it has the capability to generate code, stories, poetry, scientific abstracts, and various other types of content in different styles. It is crucial to emphasize that ChatGPT 3.5 does not merely replicate stored information. Instead, it generates the most probable next word based on probabilities acquired through reinforcement learning during its training process [<span>4-6</span>].</p><p>ChatGPT 3.5 has the potential to greatly assist radiologists in image analysis and interpretation, leveraging its deep-learning capabilities to scrutinize extensive imaging data. By presenting alternative perspectives and highlighting potential areas of concern, ChatGPT 3.5 can enhance diagnostic accuracy and efficiency [<span>4, 5</span>]. Furthermore, the tool can optimize workflow in radiology departments by automating repetitive tasks, such as report generation, leading to time savings for radiologists, being crucial in particular for emergency radiologists.</p><p>Indeed, recently a course called “The Radiological Society of North America (RSNA) Emergency Imaging AI Certificate” has been introduced by the RSNA, which signifies the importance of AI technologies including LLMs in emergency settings. Thus, we decided to explore the role that ChatGPT 3.5 can play in a specific setting of radiological emergencies, in particular in the setting of imaging of cardiothoracic emergencies [<span>7, 8</span>].</p><p>As shown in Figure 1, we first inquired ChatGPT 3.5 regarding the radiation dose in a diagnostic coronary angiogram providing also patient specifi
很明显,ChatGPT 3.5 为每个程序提供了一个全面的分步骤待办事项清单,可作为预防疏忽的措施。不过,这些清单在用于临床之前,必须由经过培训的急诊放射科医生验证其准确性,这一点至关重要[7]。目前,ChatGPT 3.5 还具有辅助生成报告的功能。目前,ChatGPT 3.5 还具有辅助报告生成的功能,包括将输入过程简化为几个 "诊断关键词 "和病人临床信息。随后,ChatGPT 3.5 可以撰写整份报告,放射科医生可以审阅报告的准确性,并在进行必要的编辑后定稿;见图 4。我们注意到,虽然报告可能并非完美无瑕,但它可以很好地充当初稿,供放射科医生完善,从而可能减少口头口述或手动键入整个报告所需的时间。尽管有这些优点,但我们也承认对所生成报告的实用性还存在争议,特别是考虑到目前的放射学口述软件已经使用语音命令来快速生成基于模板的报告。此外,ChatGPT 3.5 还会编造用户提示中没有的检查结果,带来潜在风险,因此建议谨慎使用[11]。另一个问题是 ChatGPT 3.5 生成的报告可能不完整,因为它可能会遗漏重要细节。根据观察到的结果,可以通过使用明确指示保留关键信息的精炼提示来提高完整性和可读性。此外,ChatGPT 3.5 的主要局限之一是无法读取医学影像。在撰写本文时,其升级付费版本 GPT 4 已被确认具有将图像转换为文本的功能。展望未来,我们有可能在包含放射图像和相关临床数据的大量数据集上训练 GPT 4。我们相信,通过专注于像急诊放射学这样的亚专科,缩小所需的数据集范围,这种方法会进一步受益。这种培训可以增强 ChatGPT 3.5 的能力,帮助急诊放射科医生做出更精确、更明智的诊断。通过整合患者信息和病史,ChatGPT 3.5 可以提供有价值的见解,帮助制定全面而精确的鉴别诊断。作为第二阅读器,ChatGPT 3.5 在成像过程中通过实时反馈发现放射报告中的错误或疏漏,从而提高质量保证。ChatGPT 3.5 能够交叉引用大量数据,有助于识别不一致之处,最大限度地降低误诊风险,提高患者安全。对急诊放射科医生来说,还有什么比这更有帮助的呢?然而,要获得监管部门的批准,证明此类算法的安全性和有效性将取决于其预期用途,并考虑相关的风险和益处。例如,过度依赖这种技术可能会削弱经验丰富的放射科医生的判读能力。为了避免这种情况,ChatGPT 3.5 生成的结果必须经过急诊放射医师的一级确认后才能提供[12, 13]。我们看到,在图 5 中,ChatGPT 3.5 能够准确提及主动脉夹层的所有五个成像目标,其中包括识别内膜撕裂部位、夹层范围(用于分类)、心脏受累(心包、心肌和瓣膜)、主动脉破裂和主要分支血管受累[10]。图 6 也是如此,此外,它还展示了快速提供诊断程序的风险与收益以及术后预期的能力。接下来,ChatGPT 3.5 还能帮助急诊放射医师和受训人员确定每项诊断的最佳 MRI 技术,从而最大限度地减少不必要的麻醉时间,降低患者因长时间采集而产生的不服从性,并最终改进整体工作流程。我们注意到 ChatGPT 3.5 不仅提供了心包积液成像所需的序列,还强调了协议可能因各医院的指导方针而异。随着时间的推移,每家医院都有可能开发出自己的定制版 ChatGPT 3.5,为其放射科提供专门的信息。
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引用次数: 0
Efficiency, accuracy, and health professional's perspectives regarding artificial intelligence in radiology practice: A scoping review 放射学实践中人工智能的效率、准确性和医疗专业人员的观点:范围审查
Pub Date : 2024-04-08 DOI: 10.1002/ird3.63
Chanchan He, Weiqi Liu, Jing Xu, Yao Huang, Zijie Dong, You Wu, Hadi Kharrazi

In this scoping review, we evaluated the performance of artificial intelligence (AI) in clinical radiology practice and examined health professionals' perspectives regarding AI use in radiology. This review followed the Joanna Briggs Institute (JBI) methodological guidelines. We searched multiple databases and the gray literature from March 15, 2016 to December 31, 2023. Of 49 articles reviewed, 13 assessed the performance of AI in radiology clinical practice, and 36 examined the attitudes of health professionals toward the use of AI in radiology. In four separate studies, AI significantly improved the diagnostic sensitivity or detection rate. Furthermore, six articles emphasized a significant reduction in case reading times with AI use. Although three studies suggested an increase in specificity with the assistance of AI, these findings did not reach statistical significance. Health professionals expressed the belief that AI would have a significant impact on radiology but would not replace radiologists in the near future. Limited knowledge of AI was observed among health professionals, who supported increased education and explicit regulations and guidelines related to AI. Overall, AI can enhance diagnostic efficiency and accuracy in clinical radiology practice. However, knowledge gaps and the concerns of health professionals should be addressed by prioritizing education and reinforcing ethical and legal regulations to facilitate the advancement of AI use in radiology. This scoping review provides evidence toward a comprehensive understanding of AI's potential in clinical radiology practice, promoting its use and stimulating further discussion on related challenges and implications.

在本范围综述中,我们评估了人工智能(AI)在临床放射学实践中的表现,并研究了医疗专业人员对放射学中使用人工智能的看法。本综述遵循乔安娜-布里格斯研究所(JBI)的方法指南。我们检索了2016年3月15日至2023年12月31日期间的多个数据库和灰色文献。在49篇综述文章中,13篇评估了人工智能在放射学临床实践中的表现,36篇研究了医疗专业人员对在放射学中使用人工智能的态度。在四项研究中,人工智能显著提高了诊断灵敏度或检出率。此外,有六篇文章强调,使用人工智能后,病例阅读时间大大缩短。虽然有三项研究表明,在人工智能的辅助下,特异性有所提高,但这些研究结果并没有达到统计学意义。医疗专业人员认为,人工智能将对放射学产生重大影响,但在不久的将来不会取代放射科医生。医疗专业人员对人工智能的了解有限,他们支持加强教育,并制定与人工智能相关的明确规定和指南。总体而言,人工智能可以提高临床放射学实践中的诊断效率和准确性。不过,应通过优先开展教育、加强伦理和法律法规来解决知识差距和医疗专业人员的担忧,从而促进人工智能在放射学中的应用。本范围综述为全面了解人工智能在临床放射学实践中的潜力提供了证据,促进了人工智能的使用,并激发了对相关挑战和影响的进一步讨论。
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