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3.
J Am Coll Radiol ; 2024 May 17.
Article in English | MEDLINE | ID: mdl-38763442

ABSTRACT

PURPOSE: Access to magnetic resonance imaging (MRI) in low-and-middle-income countries (LMICs) remains among the poorest in the world. The lack of skilled MRI personnel exacerbates access gaps, reinforcing longstanding health disparities. The SWiM Program aims to sustainably create a network of highly skilled MRI technologists in LMICs who will facilitate the transfer of MRI knowledge and skills to their peers and contribute to implementation of highly valuable imaging protocols for impactful clinical and research use. METHODS: The program introduces a case-based curriculum designed using a novel train-the-trainer approach, integrated with peer collaborative learning to upskill practicing MRI technologists in LMICs. The six-week curriculum uses the Teach-Try-Use approach, which combines self-paced didactic lectures covering the basics of MR image acquisition (teach) with hands-on expert-guided scanning experience (try), and implementation of protocols tailored to provide the best possible images on their infrastructures (use). Each program includes research translation skills training using an established advanced MRI technique relevant to LMICs. A pilot program focused on cardiac MRI (CMR) was conducted to assess the program's curriculum, delivery, and evaluation methods. RESULTS: Forty-three MRI technologists from 16 LMICs participated in the pilot CMR program and over the course of the training, implemented optimized CMR protocols that reduced acquisition times while improving image quality. The training resources and scanner-specific standardized protocols are published openly for public use on an online repository. In general, at the end of the program, learners reported considerable improvements in CMR knowledge and skills. All respondents to the program evaluation survey agreed to recommend the program to their colleagues, while 87% indicated interest in returning to help train others. DISCUSSION: The SWiM Program is the first masterclass in MRI acquisition for practicing imaging technologists in LMICS. The program holds the potential to help reduce disparities in MRI expertise and access. The support of the MRI community, imaging societies, and funding agencies will increase its reach and further its impact in democratizing MRI.

4.
Ther Adv Med Oncol ; 16: 17588359241233225, 2024.
Article in English | MEDLINE | ID: mdl-38435431

ABSTRACT

Ovarian cancer (OC) is the most lethal gynaecologic malignancy, attributed to its insidious growth, non-specific symptoms and late presentation. Unfortunately, current screening modalities are inadequate at detecting OC and many lack the appropriate specificity and sensitivity that is desired from a screening test. Nearly 70% of cases are diagnosed at stage III or IV with poor 5-year overall survival. Therefore, the development of a sensitive and specific biomarker for early diagnosis and screening for OC is of utmost importance. Currently, diagnosis is guided by CA125, the patient's menopausal status and imaging features on ultrasound scan. However, emerging evidence suggests that a combination of CA125 and HE4 (another serum biomarker) and patient characteristics in a multivariate index assay may provide a higher specificity and sensitivity than either CA125 and HE4 alone in the early detection of OC. Other attempts at combining various serum biomarkers into one multivariate index assay such as OVA1, ROMA and Overa have all shown promise. However, significant barriers exist before these biomarkers can be implemented in clinical practice. This article aims to provide an up-to-date review of potential biomarkers for screening and early diagnosis of OC which may have the potential to transform its diagnostic landscape.

5.
Eur Urol ; 85(1): 35-46, 2024 01.
Article in English | MEDLINE | ID: mdl-37778954

ABSTRACT

BACKGROUND: The role of multiparametric magnetic resonance imaging (MRI) for detecting recurrent prostate cancer after radiotherapy is unclear. OBJECTIVE: To evaluate MRI and MRI-targeted biopsies for detecting intraprostatic cancer recurrence and planning for salvage focal ablation. DESIGN, SETTING, AND PARTICIPANTS: FOcal RECurrent Assessment and Salvage Treatment (FORECAST; NCT01883128) was a prospective cohort diagnostic study that recruited 181 patients with suspected radiorecurrence at six UK centres (2014 to 2018); 144 were included here. INTERVENTION: All patients underwent MRI with 5 mm transperineal template mapping biopsies; 84 had additional MRI-targeted biopsies. MRI scans with Likert scores of 3 to 5 were deemed suspicious. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: First, the diagnostic accuracy of MRI was calculated. Second, the pathological characteristics of MRI-detected and MRI-undetected tumours were compared using the Wilcoxon rank sum test and chi-square test for trend. Third, four biopsy strategies involving an MRI-targeted biopsy alone and with systematic biopsies of one to two other quadrants were studied. Fisher's exact test was used to compare MRI-targeted biopsy alone with the best other strategy for the number of patients with missed cancer and the number of patients with cancer harbouring additional tumours in unsampled quadrants. Analyses focused primarily on detecting cancer of any grade or length. Last, eligibility for focal therapy was evaluated for men with localised (≤T3bN0M0) radiorecurrent disease. RESULTS AND LIMITATIONS: Of 144 patients, 111 (77%) had cancer detected on biopsy. MRI sensitivity and specificity at the patient level were 0.95 (95% confidence interval [CI] 0.92 to 0.99) and 0.21 (95% CI 0.07 to 0.35), respectively. At the prostate quadrant level, 258/576 (45%) quadrants had cancer detected on biopsy. Sensitivity and specificity were 0.66 (95% CI 0.59 to 0.73) and 0.54 (95% CI 0.46 to 0.62), respectively. At the quadrant level, compared with MRI-undetected tumours, MRI-detected tumours had longer maximum cancer core length (median difference 3 mm [7 vs 4 mm]; 95% CI 1 to 4 mm, p < 0.001) and a higher grade group (p = 0.002). Of the 84 men who also underwent an MRI-targeted biopsy, 73 (87%) had recurrent cancer diagnosed. Performing an MRI-targeted biopsy alone missed cancer in 5/73 patients (7%; 95% CI 3 to 15%); with additional systematic sampling of the other ipsilateral and contralateral posterior quadrants (strategy 4), 2/73 patients (3%; 95% CI 0 to 10%) would have had cancer missed (difference 4%; 95% CI -3 to 11%, p = 0.4). If an MRI-targeted biopsy alone was performed, 43/73 (59%; 95% CI 47 to 69%) patients with cancer would have harboured undetected additional tumours in unsampled quadrants. This reduced but only to 7/73 patients (10%; 95% CI 4 to 19%) with strategy 4 (difference 49%; 95% CI 36 to 62%, p < 0.0001). Of 73 patients, 43 (59%; 95% CI 47 to 69%) had localised radiorecurrent cancer suitable for a form of focal ablation. CONCLUSIONS: For patients with recurrent prostate cancer after radiotherapy, MRI and MRI-targeted biopsy, with or without perilesional sampling, will diagnose cancer in the majority where present. MRI-undetected cancers, defined as Likert scores of 1 to 2, were found to be smaller and of lower grade. However, if salvage focal ablation is planned, an MRI-targeted biopsy alone is insufficient for prostate mapping; approximately three of five patients with recurrent cancer found on an MRI-targeted biopsy alone harboured further tumours in unsampled quadrants. Systematic sampling of the whole gland should be considered in addition to an MRI-targeted biopsy to capture both MRI-detected and MRI-undetected disease. PATIENT SUMMARY: After radiotherapy, magnetic resonance imaging (MRI) is accurate for detecting recurrent prostate cancer, with missed cancer being smaller and of lower grade. Targeting a biopsy to suspicious areas on MRI results in a diagnosis of cancer in most patients. However, for every five men who have recurrent cancer, this targeted approach would miss cancers elsewhere in the prostate in three of these men. If further focal treatment of the prostate is planned, random biopsies covering the whole prostate in addition to targeted biopsies should be considered so that tumours are not missed.


Subject(s)
Multiparametric Magnetic Resonance Imaging , Prostatic Neoplasms , Humans , Male , Biopsy/methods , Image-Guided Biopsy/methods , Magnetic Resonance Imaging/methods , Neoplasm Recurrence, Local/diagnostic imaging , Prospective Studies , Prostatic Neoplasms/diagnostic imaging , Prostatic Neoplasms/radiotherapy
7.
Int J Mol Sci ; 24(17)2023 Aug 25.
Article in English | MEDLINE | ID: mdl-37686020

ABSTRACT

Gliomas are aggressive, primary central nervous system tumours arising from glial cells. Glioblastomas are the most malignant. They are known for their poor prognosis or median overall survival. The current standard of care is overwhelmed by the heterogeneous, immunosuppressive tumour microenvironment promoting immune evasion and tumour proliferation. The advent of immunotherapy with its various modalities-immune checkpoint inhibitors, cancer vaccines, oncolytic viruses and chimeric antigen receptor T cells and NK cells-has shown promise. Clinical trials incorporating combination immunotherapies have overcome the microenvironment resistance and yielded promising survival and prognostic benefits. Rolling these new therapies out in the real-world scenario in a low-cost, high-throughput manner is the unmet need of the hour. These will have practice-changing implications to the glioma treatment landscape. Here, we review the immunobiological hallmarks of the TME of gliomas, how the TME evades immunotherapies and the work that is being conducted to overcome this interplay.


Subject(s)
Glioblastoma , Glioma , Humans , Tumor Microenvironment , Glioma/therapy , Immunotherapy , Neuroglia
8.
Ther Adv Med Oncol ; 15: 17588359231192402, 2023.
Article in English | MEDLINE | ID: mdl-37692364

ABSTRACT

Immune checkpoint inhibitors (ICIs) are commonly used to treat patients with advanced urothelial cancer. However, a significant number of patients do not respond to ICI, and the lack of validated predictive biomarkers impedes the success of the ICI strategy alone or in combination with chemotherapy or targeted therapies. In addition, some patients experience potentially severe adverse events with limited clinical benefit. Therefore, identifying biomarkers of response to ICI is crucial to guide treatment decisions. The most evaluated biomarkers to date are programmed death ligand 1 expression, microsatellite instability/defective mismatch repair phenotype, and tumor mutational burden. Other emerging biomarkers, such as circulating tumor DNA and microbiota, require evaluation in clinical trials. This review aims to examine these biomarkers for ICI response in urothelial cancer and assess their analytical and clinical validation.

9.
Anticancer Res ; 43(9): 3871-3880, 2023 Sep.
Article in English | MEDLINE | ID: mdl-37648307

ABSTRACT

Gestational renal cell carcinoma (RCC) is an uncommon occurrence and presents a diagnostic and clinical challenge for healthcare providers. The manifestation of gestational RCC often lacks overt symptoms and can mimic physiological changes and disorders associated with pregnancy. Frequently, patients are asymptomatic, and the condition is detected during routine antenatal ultrasonography. However, the options for imaging modalities and treatment are limited due to the potential risks of harm to the developing fetus and interruption of pregnancy. Throughout the management of pregnant patients with RCC, both maternal and neonatal risks must be carefully considered, while respecting the patient's autonomy. Currently, there are no internationally or nationally recognized evidence-based guidelines for managing gestational RCC, highlighting the need for a multidisciplinary approach to treatment. Advances in surgical techniques have resulted in a shift from open surgeries to laparoscopic radical or partial nephrectomy procedures, with robotic-assisted approaches also gaining popularity. In cases of metastatic gestational RCC, termination of the pregnancy may be considered, and the appropriate treatment of RCC should be the priority. This article aims to provide a comprehensive review of the epidemiology, aetiology, clinical presentation, diagnosis, prognosis, and management of gestational RCC.


Subject(s)
Carcinoma, Renal Cell , Kidney Neoplasms , Laparoscopy , Pregnancy , Infant, Newborn , Humans , Female , Carcinoma, Renal Cell/diagnosis , Carcinoma, Renal Cell/therapy , Kidney Neoplasms/diagnosis , Kidney Neoplasms/therapy , Family , Fetus
10.
Ann Palliat Med ; 12(6): 1355-1372, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37431221

ABSTRACT

The incidence of melanoma is increasing and prolonged exposure to ultraviolet (UV) radiation remains the main risk factor. Public health measures have been vital in tackling the increased incidence and prevalence of melanoma. The management of melanoma has been revolutionised with the approval of new immunotherapy treatments (anti PD-1, CTLA-4 and LAG-3 antibodies) and targeted therapies (BRAF and MEK inhibitors). With some of these therapies becoming the standard of care in the management of advanced disease, it is likely we will see their use increase in the adjuvant and neoadjuvant setting. Recently, literature has demonstrated the benefits patients could derive from the combination of immune checkpoint inhibitors (ICIs) due to the promising results on its efficacy when compared to monotherapy. However, greater clarity on its use is needed in more unique presentations such as BRAF-wild type melanoma, where the lack of driver mutations makes disease management more challenging. Surgical resection remains an integral part of the management of earlier stages of the disease with a consequent decrease in reliance on other forms of therapy such as chemotherapy and radiotherapy. Finally, we evaluated the novel emerging experimental approaches to treatment such as adoptive T cell therapy, novel oncolytic treatments and cancer vaccines. We discussed how their use could improve patients' prognosis, enhance treatment efficacy, and potentially achieve cure.


Subject(s)
Melanoma , Skin Neoplasms , Humans , Melanoma/drug therapy , Proto-Oncogene Proteins B-raf/genetics , Proto-Oncogene Proteins B-raf/therapeutic use , Immunotherapy/methods , Treatment Outcome , Neoadjuvant Therapy , Skin Neoplasms/therapy
11.
NMR Biomed ; : e4992, 2023 Jul 04.
Article in English | MEDLINE | ID: mdl-37401341

ABSTRACT

The global disparity of magnetic resonance imaging (MRI) is a major challenge, with many low- and middle-income countries (LMICs) experiencing limited access to MRI. The reasons for limited access are technological, economic and social. With the advancement of MRI technology, we explore why these challenges still prevail, highlighting the importance of MRI as the epidemiology of disease changes in LMICs. In this paper, we establish a framework to develop MRI with these challenges in mind and discuss the different aspects of MRI development, including maximising image quality using cost-effective components, integrating local technology and infrastructure and implementing sustainable practices. We also highlight the current solutions-including teleradiology, artificial intelligence and doctor and patient education strategies-and how these might be further improved to achieve greater access to MRI.

12.
BJU Int ; 132(5): 520-530, 2023 11.
Article in English | MEDLINE | ID: mdl-37385981

ABSTRACT

OBJECTIVES: To externally validate a published model predicting failure within 2 years after salvage focal ablation in men with localised radiorecurrent prostate cancer using a prospective, UK multicentre dataset. PATIENTS AND METHODS: Patients with biopsy-confirmed ≤T3bN0M0 cancer after previous external beam radiotherapy or brachytherapy were included from the FOcal RECurrent Assessment and Salvage Treatment (FORECAST) trial (NCT01883128; 2014-2018; six centres), and from the high-intensity focussed ultrasound (HIFU) Evaluation and Assessment of Treatment (HEAT) and International Cryotherapy Evaluation (ICE) UK-based registries (2006-2022; nine centres). Eligible patients underwent either salvage focal HIFU or cryotherapy, with the choice based predominantly on anatomical factors. Per the original multivariable Cox regression model, the predicted outcome was a composite failure outcome. Model performance was assessed at 2 years post-salvage with discrimination (concordance index [C-index]), calibration (calibration curve and slope), and decision curve analysis. For the latter, two clinically-reasonable risk threshold ranges of 0.14-0.52 and 0.26-0.36 were considered, corresponding to previously published pooled 2-year recurrence-free survival rates for salvage local treatments. RESULTS: A total of 168 patients were included, of whom 84/168 (50%) experienced the primary outcome in all follow-ups, and 72/168 (43%) within 2 years. The C-index was 0.65 (95% confidence interval 0.58-0.71). On graphical inspection, there was close agreement between predicted and observed failure. The calibration slope was 1.01. In decision curve analysis, there was incremental net benefit vs a 'treat all' strategy at risk thresholds of ≥0.23. The net benefit was therefore higher across the majority of the 0.14-0.52 risk threshold range, and all of the 0.26-0.36 range. CONCLUSION: In external validation using prospective, multicentre data, this model demonstrated modest discrimination but good calibration and clinical utility for predicting failure of salvage focal ablation within 2 years. This model could be reasonably used to improve selection of appropriate treatment candidates for salvage focal ablation, and its use should be considered when discussing salvage options with patients. Further validation in larger, international cohorts with longer follow-up is recommended.


Subject(s)
Prostatic Neoplasms , Salvage Therapy , Humans , Male , Biopsy , Brachytherapy , Neoplasm Recurrence, Local , Prospective Studies , Prostatic Neoplasms/surgery , Prostatic Neoplasms/radiotherapy , Salvage Therapy/adverse effects , Treatment Outcome , Multicenter Studies as Topic , Clinical Trials as Topic
13.
Ann Palliat Med ; 12(6): 1345-1354, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37303213

ABSTRACT

Combination platinum-based chemotherapy has been the standard of care for several decades in first-line treatment of advanced urothelial carcinoma (UC) patients. UC is often chemosensitive, though durable responses are quite rare and the development of chemoresistance still leads to poor clinical outcomes. Up until a few years ago, UC patients could not benefit from any valuable alternatives to cytotoxic chemotherapy, but the scenario has been recently transformed by the advent of immunotherapy. Molecular biology of UC is characterised by a relatively high prevalence of alterations in DNA damage response pathway, genomic instability, high tumour burden, and elevated programmed cell death ligand 1 (PD-L1) protein expression, which are established factors predicting favourable response to immune checkpoint inhibitors (ICIs) in several tumour types. To date, various ICIs have been approved as systemic anti-cancer therapy for advanced UC in multiple settings, including first-line, maintenance, and second-line therapy. ICIs are also in development either as monotherapy or in combination with chemotherapy or other targeted agents. Moreover, a number of alternative ICIs, interleukins, and novel immune molecules have been identified as promising agents in advanced UC. Herein, we review rational and current literature evidence supporting the clinical development and current indications of immunotherapy, particularly focusing on ICIs.


Subject(s)
Antineoplastic Agents , Carcinoma, Transitional Cell , Urinary Bladder Neoplasms , Humans , Carcinoma, Transitional Cell/drug therapy , Urinary Bladder Neoplasms/drug therapy , Urinary Bladder Neoplasms/pathology , Antineoplastic Agents/therapeutic use , Immunotherapy
14.
Eur J Radiol ; 165: 110918, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37311341

ABSTRACT

A recent work by Shelmerdine et al. was published in the Christmas edition of the BMJ. The authors were inspired by George Hinton's statement that artificial intelligence (AI) would supersede radiologists, and ventured to investigate whether the AI software Milvue Suite which had been trained on a few hundred thousand chest and musculoskeletal x-rays, could pass the rapid reporting section of the FRCR - an exam which must be passed in order to practice as a consultant radiologist in the UK. This brief comment sums up the company's opinions and perspective from the practical AI developmental angle and also its translation into a commercially viable and clinically useful tool. Hoping this will provide a fair and balanced view of the role of AI in radiology.


Subject(s)
Artificial Intelligence , Radiology , Humans , Radiologists , Radiography , Software
16.
Ann Palliat Med ; 12(4): 846-854, 2023 Jul.
Article in English | MEDLINE | ID: mdl-37081702

ABSTRACT

BACKGROUND: Extradural metastatic spinal cord compression (MSCC) is a debilitating and potentially irreversible complication of cancer. Delay in treatment could lead to irreversible neurological damage, adverse quality of life and a burden on health care resources. Lack of effective communication between teams has been identified as one of the reasons for delay in treatment. The MSCC coordinator (often a nurse, radiotherapy radiographer or a doctor) is responsible for coordinating the diagnosis and management of patients with MSCC. The role has been shown to streamline service, ensure timely decision-making and improved survival outcomes. However, available data are anecdotal or from limited series presented as abstracts in conferences. In this study, we assessed the impact (time to treatment) of the newly introduced role on the treatment pathway compared to similar period in the preceding year. METHODS: This was a multi-centre, prospective, pilot study carried out in Kent, UK between 1st April to 30th June 2021. Patients were considered eligible if they had magnetic resonance imaging (MRI)-confirmed cauda equina or cord compression. The data prospectively collected include: (I) time from diagnostic imaging to radiotherapy treatment; (II) number of referrals to hospital palliative care (HPC), occupational/physiotherapy (OPH) and community hospice referrals (CHP). A comparative retrospective data for (I) was collected for the same time period in the preceding year. The study outcome assessed was reduction in time from radiological diagnosis of MSCC to receiving radiotherapy. RESULTS: Fifty-eight patients in 2020 and 24 patients in 2021 were included in the dataset. The MSCC coordinator role (introduced in 2021) led to reduction in the time from imaging to treatment (P=0.045). Compared to 2020, there was a shorter mean/median time to treatment, seeing more patients being treated within 24 hours. All hospitals except East Kent Hospitals saw more patients being treated within 24 hours. 7 referrals each made to HPC, OPH and CHP respectively. CONCLUSIONS: Introduction of MSCC coordinator role led to improved time from imaging to radiotherapy treatment. The new service led to engagement with rehabilitative and palliative services. Future work should be done to assess the long-term impact of this role on utilization of support services and patient recovery.


Subject(s)
Hospices , Neoplasms , Spinal Cord Compression , Humans , Prospective Studies , Pilot Projects , Quality of Life , Retrospective Studies , Spinal Cord Compression/etiology
17.
Eur Radiol ; 33(8): 5851-5855, 2023 Aug.
Article in English | MEDLINE | ID: mdl-36928564

ABSTRACT

KEY POINTS: • Characterisation and quantification of tissue fat on MRI can be used to provide information on disease processes. • Fat in bone and lymph nodes up until recently have not been exploited for diagnostic purposes or response monitoring in prostate cancer. • Fat imaging on MRI using Dixon/PDFF sequences has the potential to add clinical value in the future but prospective data is needed.


Subject(s)
Bone Neoplasms , Prostatic Neoplasms , Male , Humans , Prospective Studies , Magnetic Resonance Imaging/methods , Bone Neoplasms/diagnostic imaging , Bone Neoplasms/secondary , Prostatic Neoplasms/diagnosis , Lymph Nodes
19.
NMR Biomed ; 36(3): e4846, 2023 03.
Article in English | MEDLINE | ID: mdl-36259628

ABSTRACT

Magnetic resonance imaging (MRI) technology has profoundly transformed current healthcare systems globally, owing to advances in hardware and software research innovations. Despite these advances, MRI remains largely inaccessible to clinicians, patients, and researchers in low-resource areas, such as Africa. The rapidly growing burden of noncommunicable diseases in Africa underscores the importance of improving access to MRI equipment as well as training and research opportunities on the continent. The Consortium for Advancement of MRI Education and Research in Africa (CAMERA) is a network of African biomedical imaging experts and global partners, implementing novel strategies to advance MRI access and research in Africa. Upon its inception in 2019, CAMERA sets out to identify challenges to MRI usage and provide a framework for addressing MRI needs in the region. To this end, CAMERA conducted a needs assessment survey (NAS) and a series of symposia at international MRI society meetings over a 2-year period. The 68-question NAS was distributed to MRI users in Africa and was completed by 157 clinicians and scientists from across Sub-Saharan Africa (SSA). On average, the number of MRI scanners per million people remained at less than one, of which 39% were obsolete low-field systems but still in use to meet daily clinical needs. The feasibility of coupling stable energy supplies from various sources has contributed to the growing number of higher-field (1.5 T) MRI scanners in the region. However, these systems are underutilized, with only 8% of facilities reporting clinical scans of 15 or more patients per day, per scanner. The most frequently reported MRI scans were neurological and musculoskeletal. The CAMERA NAS combined with the World Health Organization and International Atomic Energy Agency data provides the most up-to-date data on MRI density in Africa and offers a unique insight into Africa's MRI needs. Reported gaps in training, maintenance, and research capacity indicate ongoing challenges in providing sustainable high-value MRI access in SSA. Findings from the NAS and focused discussions at international MRI society meetings provided the basis for the framework presented here for advancing MRI capacity in SSA. While these findings pertain to SSA, the framework provides a model for advancing imaging needs in other low-resource settings.


Subject(s)
Magnetic Resonance Imaging , Humans , Africa South of the Sahara , Surveys and Questionnaires
20.
Cancers (Basel) ; 14(22)2022 Nov 13.
Article in English | MEDLINE | ID: mdl-36428661

ABSTRACT

Shear wave elastography (SWE) has shown promise in distinguishing lymph node malignancies. However, the diagnostic accuracies of various SWE parameters that quantify tissue stiffness are yet to be demonstrated. To evaluate the pooled diagnostic accuracy of different SWE parameters for differentiating lymph node malignancies, we conducted a systematic screening of four databases using the PRISMA guidelines. Lymph node biopsy was adopted as the reference standard. Emax (maximum stiffness), Emean (mean stiffness), Emin (minimum stiffness), and Esd (standard deviation) SWE parameters were subjected to separate meta-analyses. A sub-group analysis comparing the use of Emax in cervical (including thyroid) and axillary lymph node malignancies was also conducted. Sixteen studies were included in this meta-analysis. Emax and Esd demonstrated the highest pooled sensitivity (0.78 (95% CI: 0.69-0.87); 0.78 (95% CI: 0.68-0.87)), while Emean demonstrated the highest pooled specificity (0.93 (95% CI: 0.88-0.98)). From the sub-group analysis, the diagnostic performance did not differ significantly in cervical and axillary LN malignancies. In conclusion, SWE is a promising adjunct imaging technique to conventional ultrasonography in the diagnosis of lymph node malignancy. SWE parameters of Emax and Esd have been identified as better choices of parameters for screening clinical purposes.

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