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Kollert MR, Krämer M, Brisson NM, Schemenz V, Tsitsilonis S, Qazi TH, Fratzl P, Vogel V, Reichenbach JR, Duda GN. Water and ions binding to extracellular matrix drives stress relaxation, aiding MRI detection of swelling-associated pathology. Nat Biomed Eng 2025:10.1038/s41551-025-01369-w. [PMID: 40234703 DOI: 10.1038/s41551-025-01369-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Accepted: 02/10/2025] [Indexed: 04/17/2025]
Abstract
Swelling-associated changes in extracellular matrix (ECM) occur in many pathological conditions involving inflammation or oedema. Here we show that alterations in the proportion of loosely bound water in ECM correlate with changes in ECM elasticity and stress relaxation, owing to the strength of water binding to ECM being primarily governed by osmolality and the electrostatic properties of proteoglycans. By using mechanical testing and small-angle X-ray scattering, as well as magnetic resonance imaging (MRI) to detect changes in loosely bound water, we observed that enhanced water binding manifests as greater resistance to compression (mechanical or osmotic), resulting from increased electrostatic repulsion between negatively charged proteoglycans rather than axial contraction in collagen fibrils. This indicates that electrostatic contributions of proteoglycans regulate elasticity and stress relaxation independently of hydration. Our ex vivo experiments in osmotically modulated tendon elucidate physical causes of MRI signal alterations, in agreement with pilot in vivo MRI of inflammatory Achilles tendinopathy. We suggest that the strength of water binding to ECM regulates cellular niches and can be exploited to enhance MRI-informed diagnostics of swelling-associated tissue pathology.
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Affiliation(s)
- Matthias R Kollert
- Julius Wolff Institute and BIH Center for Regenerative Therapies, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
- Laboratory of Applied Mechanobiology, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Martin Krämer
- Institute of Diagnostic and Interventional Radiology, Jena University Hospital, Friedrich Schiller University Jena, Jena, Germany
- Medical Physics Group, Institute of Diagnostic and Interventional Radiology, Jena University Hospital, Friedrich Schiller University Jena, Jena, Germany
| | - Nicholas M Brisson
- Julius Wolff Institute and BIH Center for Regenerative Therapies, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Victoria Schemenz
- Department of Operative, Preventive and Pediatric Dentistry, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Serafeim Tsitsilonis
- Julius Wolff Institute and BIH Center for Regenerative Therapies, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
- Center for Musculoskeletal Surgery, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Taimoor H Qazi
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Peter Fratzl
- Department of Biomaterials, Max Planck Institute of Colloids and Interfaces, Potsdam, Germany
| | - Viola Vogel
- Laboratory of Applied Mechanobiology, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Jürgen R Reichenbach
- Medical Physics Group, Institute of Diagnostic and Interventional Radiology, Jena University Hospital, Friedrich Schiller University Jena, Jena, Germany
| | - Georg N Duda
- Julius Wolff Institute and BIH Center for Regenerative Therapies, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany.
- Center for Musculoskeletal Surgery, Charité-Universitätsmedizin Berlin, Berlin, Germany.
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Demirci M, Sanal C, Yagcı I, Akyuz G. Evaluation of Elastographic Parameters in Patients with Breast Cancer-Related Lymphedema and Examination of Their Relationship with Clinical Data. Lymphat Res Biol 2025. [PMID: 40040430 DOI: 10.1089/lrb.2024.0088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2025] Open
Abstract
Background: To evaluate the stiffness of the skin and subcutaneous tissues of the arm and forearm of patients with breast cancer-related lymphedema using shear-wave elastography (SWE) and to investigate the relationship between the patients' symptoms. Methods and Results: Both lymphedematous and unaffected upper extremities of 72 patients (72 lymphedematous and 72 unaffected extremities) and 72 upper extremities of 36 controls (72 healthy extremities) were included in the study. The stiffness of the skin and subcutaneous tissues of all extremities was evaluated with SWE. The patients' pain, tension, weight, and stiffness symptoms associated with lymphedema were questioned using a numerical scale. The patients' functionality and participation in daily life activities were evaluated. The skin stiffness of the affected extremity was higher and the subcutaneous tissue stiffness was lower in patients than in controls (p < 0.05). The skin stiffness of the affected forearm was higher and the subcutaneous tissue stiffness of the affected arm and forearm was lower than their healthy extremities (p < 0.05). Quick Disabilities of Arm, Shoulder, and Hand and Life Impact Scale; were negatively correlated with arm and forearm subcutaneous tissue stiffness and positively correlated with forearm skin stiffness. The decrease in subcutaneous tissue stiffness of the arm was associated with heaviness sensation, the increase in skin stiffness of the forearm was associated with tightness, and the decrease in subcutaneous tissue stiffness of the forearm was associated with tightness, heaviness, and stiffness sensations. Conclusion: The results of this study suggest that SWE measurements can be useful for diagnosis and follow-up of patients.
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Affiliation(s)
- Merve Demirci
- Department of Physical Medicine and Rehabilitation, Marmara University School of Medicine, Istanbul, Turkey
| | - Canan Sanal
- Department of Physical Medicine and Rehabilitation, Marmara University School of Medicine, Istanbul, Turkey
| | - Ilker Yagcı
- Department of Physical Medicine and Rehabilitation, Marmara University School of Medicine, Istanbul, Turkey
| | - Gulseren Akyuz
- Department of Physical Medicine and Rehabilitation, Marmara University School of Medicine, Istanbul, Turkey
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Ashikuzzaman M, Sharma A, Venkatayogi N, Oluyemi E, Myers K, Ambinder E, Rivaz H, Lediju Bell MA. MixTURE: L1-Norm-Based Mixed Second-Order Continuity in Strain Tensor Ultrasound Elastography. IEEE TRANSACTIONS ON ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL 2024; 71:1389-1405. [PMID: 39186421 PMCID: PMC11861389 DOI: 10.1109/tuffc.2024.3449815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/28/2024]
Abstract
Energy-based displacement tracking of ultrasound images can be implemented by optimizing a cost function consisting of a data term, a mechanical congruency term, and first- and second-order continuity terms. This approach recently provided a promising solution to 2-D axial and lateral displacement tracking in ultrasound strain elastography. However, the associated second-order regularizer only considers the unmixed second derivatives and disregards the mixed derivatives, thereby providing suboptimal noise suppression and limiting possibilities for total strain tensor imaging. We propose to improve axial, lateral, axial shear, and lateral shear strain estimation quality by formulating and optimizing a novel -norm-based second-order regularizer that penalizes both mixed and unmixed displacement derivatives. We name the proposed technique -MixTURE, which stands for -norm Mixed derivative for Total UltRasound Elastography. When compared with simulated ground-truth results, the mean structural similarity (MSSIM) obtained with -MixTURE ranged 0.53-0.86 and the mean absolute error (MAE) ranged 0.00053-0.005. In addition, the mean elastographic signal-to-noise ratio (SNR) achieved with simulated, experimental phantom, and in vivo breast datasets ranged 1.87-52.98, and the mean elastographic contrast-to-noise ratio (CNR) ranged 7.40-24.53. When compared with a closely related existing technique that does not consider the mixed derivatives, -MixTURE generally outperformed the MSSIM, MAE, SNR, and CNR by up to 37.96%, 67.82%, and 25.53% in the simulated, experimental phantom, and in vivo datasets, respectively. These results collectively highlight the ability of -MixTURE to deliver highly accurate axial, lateral, axial shear, and lateral shear strain estimates and advance the state-of-the-art in elastography-guided diagnostic and interventional decisions.
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Fu J, Chen R, He L, Bao L, Lin Z, Jiang W, Zhang J, Wang C, Lin Y. Factors affecting lymphedema after neoadjuvant chemotherapy and axillary dissection in female breast cancer patients: a retrospective cohort study based on the Chinese population. Front Oncol 2024; 14:1436748. [PMID: 39600650 PMCID: PMC11590064 DOI: 10.3389/fonc.2024.1436748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Accepted: 10/08/2024] [Indexed: 11/29/2024] Open
Abstract
Purpose Breast cancer-related lymphedema (BCRL) is a common complication among breast cancer survivors. Most BCRL studies have focused on patients receiving adjuvant chemotherapy, with relatively little attention paid to BCRL in patients undergoing neoadjuvant chemotherapy (NAC). This study aimed to investigate the risk factors associated with BCRL in Chinese women undergoing NAC and axillary lymph node dissection (ALND). Methods At our institution, this cohort study collected data from 336 women with breast cancer and documented axillary nodal metastasis at diagnosis, who received NAC and ALND surgery between 2015 and 2020. BCRL was assessed through both objective limb circumference measurements and subjective self-reported symptoms. Multivariate logistic regression was employed to identify risk factors for BCRL, considering clinical, demographic, and lifestyle-related characteristics. Results The cumulative incidence of BCRL within 2.5 years was 43.75%. Factors independently associated with BCRL included radiotherapy (versus no radiotherapy; hazard ratio (HR) = 1.611; P = 0.020), NAC duration of 105 days or shorter (versus 105-143 days; HR = 0.471; P = 0.020), removal of more than 15 lymph nodes (versus 15 or fewer lymph nodes; HR = 1.593; P = 0.036), drainage duration of 20-29 days (versus 10-19 days; HR = 1.568; P = 0.028), and sleeping biased toward the affected arm (versus sleeping biased toward the healthy arm; HR = 2.033; P = 0.019). Conclusion This study identified several risk factors for BCRL in breast cancer patients following NAC and ALND. Patients presenting with one or more of these factors should be monitored closely for early detection and intervention. Further research is warranted to explore the impact of drainage duration and sleep position on the development of BCRL.
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Affiliation(s)
- Jianqin Fu
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Department of Breast Surgical Nursing, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
| | - Ruiliang Chen
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, China
| | - Lijuan He
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Department of Breast Surgical Nursing, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
| | - Liqun Bao
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Department of Breast Surgical Nursing, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
| | - Zhaodi Lin
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Department of Breast Surgical Nursing, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
| | - Weijing Jiang
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Department of Breast Surgical Nursing, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
| | - Jie Zhang
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, China
| | - Chuan Wang
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, China
| | - Yanjuan Lin
- Department of Nursing, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
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Jeon H, Kim DY, Park SW, Lee BS, Kim D, Han HW, Jeon N. Biomarkers in lymphedema assessment: integrating elastography and muti-frequency bioimpedance analysis. Biomark Med 2024; 18:983-993. [PMID: 39445460 PMCID: PMC11633427 DOI: 10.1080/17520363.2024.2415283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Accepted: 10/08/2024] [Indexed: 10/25/2024] Open
Abstract
Aim: Multi-frequency bioimpedance analysis (MFBIA) is used to measure lymphedema, but it is a biomarker that is sensitive to stiffness. Lymphedema is a condition that can be accompanied by stiffness, but no studies have considered this, so we tried to use non-invasive elastography as a biomarker for stiffness.Methods & results: This retrospective study included 102 patients with lymphedema, divided into two groups according to the elastography strain ratio: stiff group (elastography strain ratio <0.7, n = 48) and non-stiff group (elastography strain ratio >0.7, n = 54). We estimated the volume of the affected arm based the extracellular water (ECW) volume calculated using MFBIA through a simple linear regression method. The adjusted R2 was 0.044 in the stiff group and 0.729 in the non-stiff group. Stepwise multivariate linear regression was used to investigate the significant factors for estimating the affected arm volume for each group. In the non-stiff group, the significantly associated factors were impedance at 50 kHz, weight, and height (adjusted R2 = 0.724; p = 0.003). In the stiff group, significant associations were observed among impedance at 250 kHz, impedance at 1 kHz, weight, and height (adjusted R2 = 0.705, p = 0.041).Conclusion: Considering the characteristics of lymphedema, using MFBIA concurrently with elastography can be useful biomarker for estimating lymphedema.
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Affiliation(s)
- Hyeonwoo Jeon
- Department of Rehabilitation Medicine, International St. Mary's Hospital, Catholic Kwandong University College of Medicine, Incheon, 22711, Korea
| | - Doo Young Kim
- Department of Rehabilitation Medicine, International St. Mary's Hospital, Catholic Kwandong University College of Medicine, Incheon, 22711, Korea
- The Convergence Institute of Healthcare & Medical Science, College of Medicine, Catholic Kwandong University, Incheon, 22711, Korea
| | - Si-Woon Park
- Department of Rehabilitation Medicine, International St. Mary's Hospital, Catholic Kwandong University College of Medicine, Incheon, 22711, Korea
| | - Bum-Suk Lee
- Department of Rehabilitation Medicine, International St. Mary's Hospital, Catholic Kwandong University College of Medicine, Incheon, 22711, Korea
| | - Daham Kim
- Department of Rehabilitation Medicine, International St. Mary's Hospital, Catholic Kwandong University College of Medicine, Incheon, 22711, Korea
| | - Hyeong-Wook Han
- Department of Rehabilitation Medicine, International St. Mary's Hospital, Catholic Kwandong University College of Medicine, Incheon, 22711, Korea
| | - Namo Jeon
- Department of Rehabilitation Medicine, International St. Mary's Hospital, Catholic Kwandong University College of Medicine, Incheon, 22711, Korea
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de Rezende LF, Piloni JPM, Kempa VL, Silva JFR, Vilas Boas VF, Carvalho RL, Marx ÂG. Ultrasonography as an instrument to evaluate lymphedema secondary to breast cancer: systematic review. J Vasc Bras 2023; 22:e20220144. [PMID: 38162983 PMCID: PMC10755892 DOI: 10.1590/1677-5449.202201441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 10/02/2023] [Indexed: 01/03/2024] Open
Abstract
Lymphedema is a chronic and progressive disease characterized by fluid accumulation, causing tissue edema as a result of a compromised lymphatic system. Diagnostic ultrasound (DUS) is a method capable of assessing soft tissue characteristics that can be used reliably to diagnose lymphedema as well as for measuring tissue compliance in a clinical setting. This is a systematic review, aiming to evaluate articles that made use of DUS in management of lymphedema secondary to breast cancer. A total of 570 articles were selected, exported to the Rayyan QCRI review program, and then screened by two researchers. From this search, 25 articles were selected after the authors reached consensus and were catalogued as to their main results. Diagnostic ultrasound was identified as an advantageous method that is safe, minimally invasive, low cost, and radiation free and is useful for evaluating the efficacy of therapies used in lymphedema treatment.
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Affiliation(s)
| | | | - Vitória Livorato Kempa
- Centro Universitário das Faculdades Associadas de Ensino - FAE, São João da Boa Vista, SP, Brasil.
| | - Júlia Franco Ramos Silva
- Centro Universitário das Faculdades Associadas de Ensino - FAE, São João da Boa Vista, SP, Brasil.
| | | | - Regiane Luz Carvalho
- Centro Universitário das Faculdades Associadas de Ensino - FAE, São João da Boa Vista, SP, Brasil.
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Jiang Z, Zhou Y, Cao D, Navab N. DefCor-Net: Physics-aware ultrasound deformation correction. Med Image Anal 2023; 90:102923. [PMID: 37688982 DOI: 10.1016/j.media.2023.102923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Revised: 05/22/2023] [Accepted: 08/01/2023] [Indexed: 09/11/2023]
Abstract
The recovery of morphologically accurate anatomical images from deformed ones is challenging in ultrasound (US) image acquisition, but crucial to accurate and consistent diagnosis, particularly in the emerging field of computer-assisted diagnosis. This article presents a novel physics-aware deformation correction approach based on a coarse-to-fine, multi-scale deep neural network (DefCor-Net). To achieve pixel-wise performance, DefCor-Net incorporates biomedical knowledge by estimating pixel-wise stiffness online using a U-shaped feature extractor. The deformation field is then computed using polynomial regression by integrating the measured force applied by the US probe. Based on real-time estimation of pixel-by-pixel tissue properties, the learning-based approach enables the potential for anatomy-aware deformation correction. To demonstrate the effectiveness of the proposed DefCor-Net, images recorded at multiple locations on forearms and upper arms of six volunteers are used to train and validate DefCor-Net. The results demonstrate that DefCor-Net can significantly improve the accuracy of deformation correction to recover the original geometry (Dice Coefficient: from 14.3±20.9 to 82.6±12.1 when the force is 6N). Code:https://github.com/KarolineZhy/DefCorNet.
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Affiliation(s)
- Zhongliang Jiang
- Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany.
| | - Yue Zhou
- Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany
| | | | - Nassir Navab
- Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany; Computer Aided Medical Procedures, Johns Hopkins University, Baltimore, MD, USA
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8
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Zandi A, Shojaeian F, Abbasvandi F, Faranoush M, Anbiaee R, Hoseinpour P, Gilani A, Saghafi M, Zandi A, Hoseinyazdi M, Davari Z, Miraghaie SH, Tayebi M, Taheri MS, Ardestani SMS, Sheikhi Mobarakeh Z, Nikshoar MR, Enjavi MH, Kordehlachin Y, Mousavi-kiasary SMS, Mamdouh A, Akbari ME, Yunesian M, Abdolahad M. A human pilot study on positive electrostatic charge effects in solid tumors of the late-stage metastatic patients. Front Med (Lausanne) 2023; 10:1195026. [PMID: 37915327 PMCID: PMC10616960 DOI: 10.3389/fmed.2023.1195026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 09/25/2023] [Indexed: 11/03/2023] Open
Abstract
Background Correlative interactions between electrical charges and cancer cells involve important unknown factors in cancer diagnosis and treatment. We previously reported the intrinsic suppressive effects of pure positive electrostatic charges (PEC) on the proliferation and metabolism of invasive cancer cells without any effect on normal cells in cell lines and animal models. The proposed mechanism was the suppression of pro-caspases 3 and 9 with an increase in Bax/Bcl2 ratio in exposed malignant cells and perturbation induced in the KRAS pathway of malignant cells by electrostatic charges due to the phosphate molecule electrostatic charge as the trigger of the pathway. This study aimed to examine PECs as a complementary treatment for patients with different types of solid metastatic tumors, who showed resistance to chemotherapy and radiotherapy. Methods In this study, solid metastatic tumors of the end-stage patients (n = 41) with various types of cancers were locally exposed to PEC for at least one course of 12 days. The patient's signs and symptoms, the changes in their tumor size, and serum markers were followed up from 30 days before positive electrostatic charge treating (PECT) until 6 months after the study. Results Entirely, 36 patients completed the related follow-ups. Significant reduction in tumor sizes and cancer-associated enzymes as well as improvement in cancer-related signs and symptoms and patients' lifestyles, without any side effects on other tissues or metabolisms of the body, were observed in more than 80% of the candidates. Conclusion PECT induced significant cancer remission in combination with other therapies. Therefore, this non-ionizing radiation would be a beneficial complementary therapy, with no observable side effects of ionizing radiotherapy, such as post-radiation inflammation.
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Affiliation(s)
- Ashkan Zandi
- Nano Electronic Centre of Excellence, Nanobioelectronic Devices Laboratory, Cancer Electronics Research Group, School of Electrical and Computer Engineering, Faculty of Engineering, University of Tehran, Tehran, Iran
- Nano Electronic Centre of Excellence, Nanoelectronics and Thin Film Laboratory, School of Electrical and Computer Engineering, Faculty of Engineering, University of Tehran, Tehran, Iran
| | - Fatemeh Shojaeian
- Nano Electronic Centre of Excellence, Nanobioelectronic Devices Laboratory, Cancer Electronics Research Group, School of Electrical and Computer Engineering, Faculty of Engineering, University of Tehran, Tehran, Iran
- School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Fereshteh Abbasvandi
- Department of ATMP, Breast Cancer Research Centre, Motamed Cancer Institute, ACECR, Tehran, Iran
- Cancer Research Centre, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohammad Faranoush
- Pediatric Growth and Development Research Centre, Institute of Endocrinology and Metabolism, Iran University of Medical Sciences, Tehran, Iran
- Cardio-Oncology Research Centre, Rajaie Cardiovascular Medical and Research Centre, Iran University of Medical Sciences, Tehran, Iran
| | - Robab Anbiaee
- Department of Radiation Oncology, Imam Hossein Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Parisa Hoseinpour
- Nano Electronic Centre of Excellence, Nanobioelectronic Devices Laboratory, Cancer Electronics Research Group, School of Electrical and Computer Engineering, Faculty of Engineering, University of Tehran, Tehran, Iran
- SEPAS Pathology Laboratory, Tehran, Iran
| | - Ali Gilani
- Nano Electronic Centre of Excellence, Nanobioelectronic Devices Laboratory, Cancer Electronics Research Group, School of Electrical and Computer Engineering, Faculty of Engineering, University of Tehran, Tehran, Iran
| | - Mohammad Saghafi
- Nano Electronic Centre of Excellence, Nanobioelectronic Devices Laboratory, Cancer Electronics Research Group, School of Electrical and Computer Engineering, Faculty of Engineering, University of Tehran, Tehran, Iran
| | - Afsoon Zandi
- Department of Otolaryngology, Head and Neck Surgery, Taleghani Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Meisam Hoseinyazdi
- Medical Imaging Research Centre, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Zahra Davari
- Nano Electronic Centre of Excellence, Nanobioelectronic Devices Laboratory, Cancer Electronics Research Group, School of Electrical and Computer Engineering, Faculty of Engineering, University of Tehran, Tehran, Iran
| | - Seyyed Hossein Miraghaie
- Nano Electronic Centre of Excellence, Nanobioelectronic Devices Laboratory, Cancer Electronics Research Group, School of Electrical and Computer Engineering, Faculty of Engineering, University of Tehran, Tehran, Iran
| | - Mahtab Tayebi
- Department of ATMP, Breast Cancer Research Centre, Motamed Cancer Institute, ACECR, Tehran, Iran
| | - Morteza Sanei Taheri
- Department of Radiology, Shohada Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - S. Mehdi Samimi Ardestani
- Department of Psychiatry, Behavioural Sciences Research Centre, Imam Hossein Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Zahra Sheikhi Mobarakeh
- Department of Quality of Life, Breast Cancer Research Centre, Motamed Cancer Institute, ACECR, Tehran, Iran
| | - Mohammad Reza Nikshoar
- Department of Gastroenterology Surgery, Taleghani Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohammad Hossein Enjavi
- Nano Electronic Centre of Excellence, Nanobioelectronic Devices Laboratory, Cancer Electronics Research Group, School of Electrical and Computer Engineering, Faculty of Engineering, University of Tehran, Tehran, Iran
- Nano Electronic Centre of Excellence, Nanoelectronics and Thin Film Laboratory, School of Electrical and Computer Engineering, Faculty of Engineering, University of Tehran, Tehran, Iran
| | - Yasin Kordehlachin
- Nano Electronic Centre of Excellence, Nanobioelectronic Devices Laboratory, Cancer Electronics Research Group, School of Electrical and Computer Engineering, Faculty of Engineering, University of Tehran, Tehran, Iran
| | - S. M. Sadegh Mousavi-kiasary
- Nano Electronic Centre of Excellence, Nanobioelectronic Devices Laboratory, Cancer Electronics Research Group, School of Electrical and Computer Engineering, Faculty of Engineering, University of Tehran, Tehran, Iran
| | - Amir Mamdouh
- Nano Electronic Centre of Excellence, Nanobioelectronic Devices Laboratory, Cancer Electronics Research Group, School of Electrical and Computer Engineering, Faculty of Engineering, University of Tehran, Tehran, Iran
| | | | - Masud Yunesian
- Department of Environmental Health Engineering, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
- Department of Research Methodology and Data Analysis, Institute for Environmental Research, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Abdolahad
- Nano Electronic Centre of Excellence, Nanobioelectronic Devices Laboratory, Cancer Electronics Research Group, School of Electrical and Computer Engineering, Faculty of Engineering, University of Tehran, Tehran, Iran
- Nano Electronic Centre of Excellence, Nanoelectronics and Thin Film Laboratory, School of Electrical and Computer Engineering, Faculty of Engineering, University of Tehran, Tehran, Iran
- Imam-Khomeini Hospital, Tehran University of Medical Sciences, Cancer Institute, Tehran, Iran
- UT&TUMS Cancer Electrotechnique Research Centre, YAS Hospital, Tehran, Iran
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Anik AR, Hasan K, Islam MM, Hasan MM, Ali MF, Das SK. Non-Invasive Portable Technologies for Monitoring Breast Cancer Related Lymphedema to Facilitate Telehealth: A Scoping Review. IEEE J Biomed Health Inform 2023; 27:4524-4535. [PMID: 37247315 DOI: 10.1109/jbhi.2023.3280196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Breast cancer related lymphedema (BCRL) is a common, debilitating condition that can affect up to one in five breast cancer surviving patients (BCSP). BCRL can significantly reduce the quality of life (QOL) of patients and poses a significant challenge to healthcare providers. Early detection and continuous monitoring of lymphedema is crucial for the development of client-centered treatment plans for post-cancer surgery patients. Therefore, this comprehensive scoping review aimed to investigate the current technology methods used for the remote monitoring of BCRL and their potential to facilitate telehealth in the treatment of lymphedema. Initially, five electronic databases were systematically searched and analyzed following the PRISMA flow diagram. Studies were included, specifically if they provided data on the effectiveness of the intervention and were designed for the remote monitoring of BCRL. A total of 25 included studies reported 18 technological solutions to remotely monitor BCRL with significant methodological variation. Additionally, the technologies were categorized by method of detection and wearability. The findings of this comprehensive scoping review indicate that state-of-the-art commercial technologies were found to be more appropriate for clinical use than home monitoring, with portable 3D imaging tools being popular (SD 53.40) and accurate (correlation 0.9, p 0.05) for evaluating lymphedema in both clinic and home settings with expert practitioners and therapists. However, wearable technologies showed the most future potential for accessible and clinical long-term lymphedema management with positive telehealth outcomes. In conclusion, the absence of a viable telehealth device highlights the need for urgent research to develop a wearable device that can effectively track BCRL and facilitate remote monitoring, ultimately improving the quality of life for patients following post-cancer treatment.
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Goudarzi S, Whyte J, Boily M, Towers A, Kilgour RD, Rivaz H. Segmentation of Arm Ultrasound Images in Breast Cancer-Related Lymphedema: A Database and Deep Learning Algorithm. IEEE Trans Biomed Eng 2023; 70:2552-2563. [PMID: 37028332 DOI: 10.1109/tbme.2023.3253646] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/09/2023]
Abstract
OBJECTIVE Breast cancer treatment often causes the removal of or damage to lymph nodes of the patient's lymphatic drainage system. This side effect is the origin of Breast Cancer-Related Lymphedema (BCRL), referring to a noticeable increase in excess arm volume. Ultrasound imaging is a preferred modality for the diagnosis and progression monitoring of BCRL because of its low cost, safety, and portability. As the affected and unaffected arms look similar in B-mode ultrasound images, the thickness of the skin, subcutaneous fat, and muscle have been shown to be important biomarkers for this task. The segmentation masks are also helpful in monitoring the longitudinal changes in morphology and mechanical properties of tissue layers. METHODS For the first time, a publicly available ultrasound dataset containing the Radio-Frequency (RF) data of 39 subjects and manual segmentation masks by two experts, are provided. Inter- and intra-observer reproducibility studies performed on the segmentation maps show a high Dice Score Coefficient (DSC) of 0.94±0.08 and 0.92±0.06, respectively. Gated Shape Convolutional Neural Network (GSCNN) is modified for precise automatic segmentation of tissue layers, and its generalization performance is improved by the CutMix augmentation strategy. RESULTS We got an average DSC of 0.87±0.11 on the test set, which confirms the high performance of the method. CONCLUSION Automatic segmentation can pave the way for convenient and accessible staging of BCRL, and our dataset can facilitate development and validation of those methods. SIGNIFICANCE Timely diagnosis and treatment of BCRL have crucial importance in preventing irreversible damage.
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11
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Son JH, Min JH, Kim IH, Lee SY, Lee CH. The Clinical Usefulness of Ultrasonographic Measurement Technique in Patients with Lower Extremity Lymphedema. Lymphat Res Biol 2023; 21:20-27. [PMID: 35763325 DOI: 10.1089/lrb.2021.0089] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Background: A previous study reported a new ultrasonography (US) measurement technique to evaluate the cross-sectional area (ΔCSA) of lymphedema in the upper extremity. This ΔCSA correlated well with parameters, such as the circumference, volumetry, and bioimpedance analysis (BIA) in healthy people and upper extremity lymphedema patients. This study examined whether a US measurement technique is clinically useful in patients with lymphedema in the lower extremity. Methods and Results: Forty patients diagnosed with unilateral lower extremity lymphedema were enrolled in this study. The subjects' leg circumference, BIA, isokinetic strength, and ΔCSA were examined on the same day. The leg circumference was measured at 15 cm above the knee (AK) and below the knee (BK) crease using a tape measure. BIA was performed by a trained physical therapist, and the data of impedance (Z) at 1 and 5 kHz of each side of the lower limbs and extracellular water (ECW) were used. A fully experienced physician measured soft tissue thickness, the distance between the skin and the fascia of the muscle, three times each at the anterior, medial, posterior, and lateral aspects of the bilateral legs by US at 15 cm AK and BK. The amount of soft tissue in the ΔCSA was calculated using the designed formula from the mean values of the thicknesses. Each parameter was calculated as the ratio of the sound side to the lesion side. The Pearson and Spearman correlation coefficients were used to assess the significance of these parameters. The ratio of ΔCSA measured at 15 cm AK and BK showed strong positive correlations with the circumference difference at the same level (rho = 0.790, p = 0.000, and rho = 0.882, p = 0.000, respectively). In addition, it showed moderate or strong correlations with the ratio of Z at 5 and 1 kHz in the BIA of the lower limbs (AK15, r = -0.511, p = 0.001 and r = -0.497, p = 0.001; BK15, r = -0.780, p = 0.000 and r = -0.756, p = 0.000, respectively). Although ECW and body mass index showed weak positive correlations with the ratio of ΔCSA measured at 15 cm BK, there was no significant correlation between the ratio of ΔCSA and the isokinetic muscle strength. Conclusion: The ΔCSA results showed moderate-to-strong correlations with other conveniently used methods except for the isokinetic muscle strength. As the US ΔCSA technique could measure lymphedema status with a structural consideration, it could also be recommended as a conventional measurement method in patients with upper and lower extremity lymphedema.
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Affiliation(s)
- Ju Hyun Son
- Department of Rehabilitation Medicine, Pusan National University Yangsan Hospital, Yangsan, Republic of Korea
| | - Ji Hong Min
- Department of Rehabilitation Medicine, Pusan National University Yangsan Hospital, Yangsan, Republic of Korea.,Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Republic of Korea.,Department of Rehabilitation Medicine, Pusan National University Yangsan Hospital, Pusan National University School of Medicine, Yangsan, Republic of Korea
| | - In Hye Kim
- Department of Rehabilitation Medicine, Pusan National University Yangsan Hospital, Yangsan, Republic of Korea
| | - Seo Yoon Lee
- Department of Rehabilitation Medicine, Pusan National University Yangsan Hospital, Yangsan, Republic of Korea
| | - Chang-Hyung Lee
- Department of Rehabilitation Medicine, Pusan National University Yangsan Hospital, Yangsan, Republic of Korea.,Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Republic of Korea.,Department of Rehabilitation Medicine, Pusan National University Yangsan Hospital, Pusan National University School of Medicine, Yangsan, Republic of Korea
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12
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Kearns C, Houghton C, Dickinson E, Hatter L, Bruce P, Krishnamoorthy S, Weatherall M, Hills T, Doppen M, Ali Mirjalili S, Beasley R. What variables should inform needle length choice for deltoid intramuscular injection? A systematic review. BMJ Open 2023; 13:e063530. [PMID: 36669836 PMCID: PMC9872490 DOI: 10.1136/bmjopen-2022-063530] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 01/05/2023] [Indexed: 01/22/2023] Open
Abstract
OBJECTIVES (1) Assess the distribution of skin-to-deltoid-muscle distance (SDMD) at the deltoid intramuscular (IM) injection site; (2) its relationship with demographic and anthropometric variables and (3) Consider the findings in relation to clinical guidance on IM injection, such as COVID-19 vaccines. DESIGN Systematic review using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. DATA SOURCES MEDLINE, EMBASE, ClinicalTrials.gov, Cochrane Library, CINAHL and SCOPUS between June and July 2021 with no publication date limit. ELIGIBILITY CRITERIA Studies reporting measurements of the SDMD in living adults aged 16 years and older, at the deltoid IM injection site, published in English were considered. DATA EXTRACTION AND SYNTHESIS Two independent reviewers performed each stage of screening, data extraction and quality assessments using the Joanna Briggs Institute Critical Appraisal Checklist for analytical cross sectional studies. RESULTS 16 105 papers were identified, of which 11 studies were suitable for review, representing 1414 participants. Heterogeneity in the definition of the deltoid IM injection site, locations measured and methods of measurement precluded meta-analysis. Evidence from ultrasound SDMD measurements demonstrated some patients in all but 'underweight' body mass index (BMI) categories, may require needles longer than 25 mm for successful IM injection. Calliper measurements overestimated SDMD compared with ultrasound. Female sex, higher BMI categories and greater weight in women were associated with greater SDMD. CONCLUSIONS The reviewed evidence was insufficient to inform definitive needle length 'cut points' for IM injection based on demographic or anthropomorphic variables. Contemporary clinical guidance currently based on this evidence, including the site of injection and choice of needle length, may result in subcutaneous administration in a small proportion of recipients, particularly if obese or of female sex. PROSPERO REGISTRATION NUMBER CRD42021264625.
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Affiliation(s)
- Ciléin Kearns
- Medical Research Institute of New Zealand, Wellington, New Zealand
| | - Claire Houghton
- Medical Research Institute of New Zealand, Wellington, New Zealand
| | - Emily Dickinson
- Medical Research Institute of New Zealand, Wellington, New Zealand
- Capital and Coast District Health Board, Wellington, New Zealand
| | - Lee Hatter
- Medical Research Institute of New Zealand, Wellington, New Zealand
| | - Pepa Bruce
- Medical Research Institute of New Zealand, Wellington, New Zealand
| | - Srinidhi Krishnamoorthy
- Medical Research Institute of New Zealand, Wellington, New Zealand
- Capital and Coast District Health Board, Wellington, New Zealand
| | | | - Thomas Hills
- Medical Research Institute of New Zealand, Wellington, New Zealand
- Auckland District Health Board, Auckland, New Zealand
| | - Marjan Doppen
- Medical Research Institute of New Zealand, Wellington, New Zealand
| | | | - Richard Beasley
- Medical Research Institute of New Zealand, Wellington, New Zealand
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13
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Li MM, Wu PP, Qiang WM, Li JQ, Zhu MY, Yang XL, Wang Y. Development and validation of a risk prediction model for breast cancer-related lymphedema in postoperative patients with breast cancer. Eur J Oncol Nurs 2022; 63:102258. [PMID: 36821887 DOI: 10.1016/j.ejon.2022.102258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Revised: 12/05/2022] [Accepted: 12/14/2022] [Indexed: 01/02/2023]
Abstract
OBJECTIVE Breast cancer-related lymphedema (BCRL) is a common post-operative complication in patients with breast cancer. Here, we sought to develop and validate a predictive model of BCRL in Chinese patients with breast cancer. METHODS Clinical and demographic data on patients with breast cancer were collected between 2016 and 2021 at a Cancer Hospital in China. A nomogram for predicting the risk of lymphedema in postoperative patients with breast cancer was constructed and verified using R 3.5.2 software. Model performance was evaluated using area under the ROC curve (AUC) and goodness-of-fit statistics, and the model was internally validated. RESULTS A total of 1732 postoperative patients with breast cancer, comprising 1212 and 520 patients in the development and validation groups, respectively, were included. Of these 438 (25.39%) developed lymphedema. Significant predictors identified in the predictive model were time since breast cancer surgery, level of lymph node dissection, number of lymph nodes dissected, radiotherapy, and postoperative body mass index. At the 31.9% optimal cut-off the model had AUC values of 0.728 and 0.710 in the development and validation groups, respectively. Calibration plots showed a good match between predicted and observed rates. In decision curve analysis, the net benefit of the model was better between threshold probabilities of 10%-80%. CONCLUSION The model has good discrimination and accuracy for lymphedema risk assessment, which can provide a reference for individualized clinical prediction of the risk of BCRL. Multicenter prospective trials are required to verify the predictive value of the model.
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Affiliation(s)
- Miao-Miao Li
- Breast Oncology Department, Tianjin Medical University Cancer Institute & Hospital, Tianjin, 300060, China.
| | - Pei-Pei Wu
- Nursing Department, Tianjin Medical University Cancer Institute & Hospital, Tianjin, 300060, China.
| | - Wan-Min Qiang
- Nursing Department, Tianjin Medical University Cancer Institute & Hospital, Tianjin, 300060, China.
| | - Jia-Qian Li
- Breast Oncology Department, Tianjin Medical University Cancer Institute & Hospital, Tianjin, 300060, China.
| | - Ming-Yu Zhu
- Breast Oncology Department, Tianjin Medical University Cancer Institute & Hospital, Tianjin, 300060, China.
| | - Xiao-Lin Yang
- Breast Oncology Department, Tianjin Medical University Cancer Institute & Hospital, Tianjin, 300060, China.
| | - Ying Wang
- Nursing Department, Tianjin Medical University Cancer Institute & Hospital, Tianjin, 300060, China.
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14
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Lee DG, Cho JH. Can Tissue Stiffness Measured Using Shear-Wave Elastography Represent Lymphedema in Breast Cancer? Lymphat Res Biol 2022; 20:607-611. [PMID: 35394367 DOI: 10.1089/lrb.2021.0099] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Background: Lymphedema causes skin and subcutaneous fibrosis. However, quantitative methods for estimating the severity of fibrosis due to lymphedema have not been established. We evaluated skin stiffness using shear-wave elastography (SWE) and aimed to identify stiffness-associated factors in patients with breast cancer-related lymphedema (BCRL). Methods and Results: Thirty-six women (mean age, 57.5 ± 1.78 years; range, 39-77 years) were retrospectively recruited for this study. The mid-arm and mid-forearm circumferences were measured. The percentage differences in arm and forearm circumferences were used as an indicator of the severity of lymphedema at the time of SWE measurement and the measurement taken when the symptoms were most severe. Not subcutaneous tissues but cutaneous tissues of the affected arm and forearm showed a significant increase in shear-wave velocity (SWV) compared with those of the unaffected side. However, SWV was not correlated with the severity of lymphedema as a percentage difference when symptoms were most severe. Body mass index and lymphedema duration showed no significant correlation with the SWV of cutaneous tissues on the affected upper extremities. Conclusions: SWE can adequately estimate cutaneous fibrosis between the affected and unaffected limbs in patients with BCRL. However, evaluation of subcutaneous fibrosis is limited. Therefore, SWE can be an effective tool for evaluating cutaneous fibrosis in patients with BCRL.
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Affiliation(s)
- Dong Gyu Lee
- Department of Physical Medicine and Rehabilitation, Yeungnam University School of Medicine, Daegu, South Korea
| | - Jang Hyuk Cho
- Department of Rehabilitation Medicine, Keimyung University School of Medicine, Daegu, South Korea
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15
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Mayrovitz HN. Measuring Breast Cancer-Related Lymphedema. Breast Cancer 2022. [DOI: 10.36255/exon-publications-breast-cancer-lymphedema] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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16
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Evaluation of the Property of Axillary Lymph Nodes and Analysis of Lymph Node Metastasis Factors in Breast Cancer by Ultrasound Elastography. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:8066289. [PMID: 35693263 PMCID: PMC9187465 DOI: 10.1155/2022/8066289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 05/09/2022] [Accepted: 05/11/2022] [Indexed: 11/17/2022]
Abstract
This research was aimed at investigating the role of ultrasound elastography (UE) in evaluating the properties of axillary lymph nodes in breast cancer and exploring the influencing factors of lymph node metastasis in breast cancer patients. Routine ultrasonography (US) and UE were performed for 160 breast cancer patients. 80 cases were in the group with lymph node metastasis, and the other 80 were in the nonlymph node metastasis group. The sensitivity, specificity, and accuracy of the two ultrasound examinations were compared, the receiver-operator characteristic (ROC) curves were drawn, and the influencing factors of lymph node metastasis were analyzed. The sensitivity, specificity, and accuracy of UE in diagnosing axillary lymph nodes of breast cancer were 97.22%, 95.45%, and 96.25%, respectively, which were markedly higher than those of routine US (P < 0.05). Cortical thickness, blood flow grade, blood flow type, and elasticity score had a greater impact on axillary lymph node metastasis of breast cancer. When cortical thickness ≥ 3 cm, blood flow was of 2-3 grades, blood flow was the peripheral/mixed type, and elasticity score was 3-4 points, these became risk factors for lymph node metastasis in breast cancer patients. UE was effective in diagnosing the property of lymph nodes and could evaluate lymph node metastasis in breast cancer patients. It had a good clinical value and was worthy of popularization and application.
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17
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Ashikuzzaman M, Hall TJ, Rivaz H. Incorporating Gradient Similarity for Robust Time Delay Estimation in Ultrasound Elastography. IEEE TRANSACTIONS ON ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL 2022; 69:1738-1750. [PMID: 35363613 DOI: 10.1109/tuffc.2022.3164287] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Energy-based ultrasound elastography techniques minimize a regularized cost function consisting of data and continuity terms to obtain local displacement estimates based on the local time-delay estimation (TDE) between radio frequency (RF) frames. The data term associated with the existing techniques takes only the amplitude similarity into account and hence is not sufficiently robust to the outlier samples present in the RF frames under consideration. This drawback creates noticeable artifacts in the strain image. To resolve this issue, we propose to formulate the data function as a linear combination of the amplitude and gradient similarity constraints. We estimate the adaptive weight concerning each similarity term following an iterative scheme. Finally, we optimize the nonlinear cost function in an efficient manner to convert the problem to a sparse system of linear equations which are solved for millions of variables. We call our technique rGLUE: robust data term in GLobal Ultrasound Elastography. rGLUE has been validated using simulation, phantom, in vivo liver, and breast datasets. In all our experiments, rGLUE substantially outperforms the recent elastography methods both visually and quantitatively. For simulated, phantom, and in vivo datasets, respectively, rGLUE achieves 107%, 18%, and 23% improvements of signal-to-noise ratio (SNR) and 61%, 19%, and 25% improvements of contrast-to-noise ratio (CNR) over global ultrasound elastography (GLUE), a recently published elastography algorithm.
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18
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Jia Z, Qu M, Sun L, Wang H. Diagnostic performance of quantitative and qualitative elastography for the differentiation of benign and malignant cervical lymph nodes: A protocol for systematic review and meta-analysis. Medicine (Baltimore) 2021; 100:e27958. [PMID: 34964783 PMCID: PMC8615336 DOI: 10.1097/md.0000000000027958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Accepted: 11/09/2021] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Studies have shown inconsistent results regarding the diagnostic performance of quantitative and qualitative elastography for the differentiation of benign and malignant cervical lymph nodes. This meta-analysis aimed to estimate the diagnostic performance of ultrasound elastography in patients with cervical lymphadenopathy. METHODS We will search PubMed, Web of Science, Cochrane Library, and Chinese biomedical databases from their inceptions to the May 30, 2021, without language restrictions. Two authors will independently carry out searching literature records, scanning titles and abstracts, full texts, collecting data, and assessing risk of bias. Review Manager 5.2 and Stata14.0 software will be used for data analysis. RESULTS This systematic review will determine the accuracy of shear wave elastography and strain elastography in the differential diagnosis between benign and malignant cervical lymph nodes. CONCLUSION Its findings will provide helpful evidence for the accuracy of shear wave elastography and strain elastography in the differential diagnosis between benign and malignant cervical lymph nodes. SYSTEMATIC REVIEW REGISTRATION INPLASY202150109.
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19
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Chhay S, Hanazono K, Kitahara J, Hori A, Miyoshi K, Itami T, Endoh D, Nakade T. The effects of gel pad thickness on the evaluation of skin structures using ultrasonography in normal dogs. J Vet Med Sci 2021; 83:1472-1475. [PMID: 34305079 PMCID: PMC8498840 DOI: 10.1292/jvms.21-0086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Gel pads are commonly used in skin ultrasonography; however, the effects of their thickness are unknown. This study investigated the effects of pad thickness on measurements of skin
thickness in 10 beagle dogs. Sonograms to measure neck skin thickness were captured without pads and using pads with thicknesses of 3, 5, 10, and 20 mm. Without pads, acoustic shading was
observed due to air bubbles in the coupling gel. With 20-mm pads, echogenic artifacts were observed on the skin surface. Entry echo with 20-mm pads was significantly higher than with 3-mm
pads. This suggests that visibility of the skin structure could be affected when a gel pad is not used or when a thick gel pad is selected.
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Affiliation(s)
- Sothavy Chhay
- School of Veterinary Medicine, Rakuno Gakuen University
| | - Kiwamu Hanazono
- School of Veterinary Medicine, Rakuno Gakuen University.,Animal Medical Center, Rakuno Gakuen University
| | - Jo Kitahara
- School of Veterinary Medicine, Rakuno Gakuen University
| | - Ai Hori
- Animal Medical Center, Rakuno Gakuen University
| | - Kenjiro Miyoshi
- School of Veterinary Medicine, Rakuno Gakuen University.,Animal Medical Center, Rakuno Gakuen University
| | - Takaharu Itami
- School of Veterinary Medicine, Rakuno Gakuen University.,Animal Medical Center, Rakuno Gakuen University
| | - Daiji Endoh
- School of Veterinary Medicine, Rakuno Gakuen University
| | - Tetsuya Nakade
- School of Veterinary Medicine, Rakuno Gakuen University.,Animal Medical Center, Rakuno Gakuen University
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20
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Gursen C, Dylke ES, Moloney N, Meeus M, De Vrieze T, Devoogdt N, De Groef A. Self-reported signs and symptoms of secondary upper limb lymphoedema related to breast cancer treatment: Systematic review. Eur J Cancer Care (Engl) 2021; 30:e13440. [PMID: 33733550 DOI: 10.1111/ecc.13440] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 01/15/2021] [Accepted: 02/25/2021] [Indexed: 01/11/2023]
Abstract
INTRODUCTION Breast cancer survivors with secondary upper limb lymphoedema (ULL) may report a wide range of self-reported symptoms. At the moment, no overview of ULL-specific symptoms is available. The first aim, therefore, was to compare the prevalence rates of self-reported signs and symptoms in people with and without secondary ULL due to breast cancer treatment. The second aim was to determine whether symptoms of lymphoedema could be predictive for the development of ULL. The third aim was to describe the association between the presence/severity of symptoms and the presence/severity of ULL. METHODS A systematic search was conducted in Medline, Scopus, CINAHL and EMBASE databases, with key words related to breast cancer, symptoms and ULL. RESULTS Twenty-nine articles were eligible. The most frequently reported signs and symptoms were swelling (80.9%) and heaviness (66.7%) in the ULL group and tenderness (37%) and numbness (27%) in the non-ULL group. Perceived larger arm size, as well as feelings of arm tightness, stiffness, puffiness, pain, sensory disturbances and functional changes were predictive for the development of ULL. Moderate correlations were found between the presence of swelling, firmness in the past year and tightness now and severity of ULL. There was also moderate correlation between the presence of swelling and heaviness now and the presence of ULL. CONCLUSIONS Swelling and heaviness are the most commonly reported symptoms in patients with ULL. The presences of these two symptoms are moderately correlated with the presence and/or severity of ULL. Although limited information regarding the predictive self-reported symptoms for the development of ULL was found. Further research with standardised definitions of ULL and validated questionnaires for self-reported signs and symptoms are needed to confirm which signs and symptoms are related to ULL and which to other upper limb morbidities.
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Affiliation(s)
- Ceren Gursen
- Faculty of Physical Therapy and Rehabilitation, Hacettepe University, Ankara, Turkey
| | | | - Niamh Moloney
- Department of Health Professions, Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Mira Meeus
- Department of Rehabilitation Sciences and Physiotherapy, Ghent University, Ghent, Belgium.,Department of Rehabilitation Sciences and Physiotherapy, University of Antwerp, Antwerp, Belgium.,Pain in Motion International Research Group
| | - Tessa De Vrieze
- Department of Rehabilitation Sciences, KU Leuven - University of Leuven, Leuven, Belgium
| | - Nele Devoogdt
- Department of Rehabilitation Sciences, KU Leuven - University of Leuven, Leuven, Belgium.,Department of Vascular Surgery, University Hospitals Leuven, Leuven, Belgium.,Department of Physical Medicine and Rehabilitation, Centre for Lymphedema, Leuven, Belgium
| | - An De Groef
- Department of Vascular Surgery, University Hospitals Leuven, Leuven, Belgium.,Department of Physical Medicine and Rehabilitation, Centre for Lymphedema, Leuven, Belgium
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21
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Development and validation of a nomogram to predict the risk of breast cancer-related lymphedema among Chinese breast cancer survivors. Support Care Cancer 2021; 29:5435-5445. [PMID: 33704565 DOI: 10.1007/s00520-021-06122-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Accepted: 03/02/2021] [Indexed: 10/21/2022]
Abstract
PURPOSE Breast cancer-related lymphedema (BCRL) is a major long-term complication for post-surgery breast cancer survivors. Although several risk factors have been identified, lifestyle characteristics have been neglected in previous studies. The aim of this study was to develop and validate a nomogram for estimating this population's risk of developing lymphedema, taking into consideration their demographic, clinical, and personal lifestyle behaviors. METHODS In a cross-sectional study, we collected data from 775 post-operative breast cancer survivors who had attended a follow-up session in the recent 10 years (primary cohort). Lymphedema was assessed using the Norman telephone questionnaire, self-reported by patients. Multiple logistic regression was used to identify risk factors for lymphedema, including demographic, clinical, and lifestyle-related factors. A nomogram was constructed based on those factors and was validated using a separate group of 314 breast cancer patients (validation cohort). RESULTS The factors independently associated with lymphedema were higher body mass index (BMI), modified radical mastectomy (MRM), postsurgical infection, chemotherapy, radiotherapy, exercise of the affected arm, and the active participation in physical activity (P<0.05). The area under the curve (AUC) values of the primary and the validation cohorts were 0.721 (95% confidence interval: 0.685-0.756) and 0.702 (95% confidence interval: 0.646-0.759), respectively. CONCLUSIONS BCRL risk factors include MRM, radiotherapy, chemotherapy, and higher BMI, while the active physical activity behavior of patients appears to be a factor against lymphedema. The nomogram incorporating the patients' clinical and lifestyle factors might be useful for predicting lymphedema in breast cancer survivors.
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22
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Hashemi HS, Honarvar M, Salcudean T, Rohling R. 3D Global Time-Delay Estimation for Shear-Wave Absolute Vibro-Elastography of the Placenta. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020; 2020:2079-2083. [PMID: 33018415 DOI: 10.1109/embc44109.2020.9175657] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The placenta is a vital organ for growth and development of the fetus. Shear Wave Absolute Vibro-Elastography (SWAVE) is a new elastography technique proposed to detect placenta disorders. Elastography involves applying a force on the tissue and measuring the resulting tissue deformation. All types of compression cause the tissue to expand in three directions given the biological tissues are nearly incompressible. Hence, 3D displacement estimation should lead to the most accurate elasticity reconstruction compared to the traditional 1D methods. Previous studies estimated 3D displacements over ultrasound volumes mostly for quasi-static compression to generate strain images. However, accurate displacement tracking of dynamic motion continues to be a challenge. In this work, a novel volumetric regularized algorithm, 3D GLobal Ultrasound Elastography (GLUE3D), is presented to estimate the 3D displacement over a volume of ultrasound data, following by a 3D Young's modulus reconstruction. The proposed method outperforms the previous 2D method over a volume and is compared with a 3D technique using phantom data for which the elasticity are provided by the values from magnetic resonance elastography on the same phantom and also the manufacturer reference numbers. We then present Young's modulus reconstruction results obtained from clinical data of placenta which shows more uniform elasticity maps compared to the traditional 1D displacement measurements over a volume of ultrasound data. Furthermore, the dependency of the elasticity values to the frequency is investigated in this study.
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23
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Forte AJ, Huayllani MT, Boczar D, Cinotto G, Ciudad P, Manrique OJ, Lu X, McLaughlin SA. The basics of ultrasound elastography for diagnosis, assessment, and staging breast cancer-related lymphedema: a systematic review of the literature. Gland Surg 2020; 9:589-595. [PMID: 32420294 DOI: 10.21037/gs.2020.02.08] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Breast cancer-related lymphedema (BCRL) incidence has been increasing overtime. Currently, there is not a preferred imaging tool for diagnosis, staging, and assessment of the disease. We aim to review the use of ultrasound elastography (UE) in BCRL patients. A systematic review was performed by querying PubMed, EMBASE, Ovid Healthstar, and Ovid Medline databases for studies that evaluated the use of UE in BCRL. The keywords "elastography" AND "lymphedema" in titles and abstracts were used for the search. The search retrieved 12, 12, 5 and 6 articles in each database, respectively. From these, only 4 met the inclusion criteria. UE methods included two-dimensional strain imaging, shear wave elastography (SWE), and global UE. Two of the studies evaluated the use of UE in the assessment of BCRL, while only 1 considered its use for diagnosis and staging. Based on our systematic review, UE appears to be a great tool in the assessment of BCRL to differentiate affected from non-affected arms.
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Affiliation(s)
- Antonio J Forte
- Division of Plastic Surgery and Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Jacksonville, FL, USA
| | - Maria T Huayllani
- Division of Plastic Surgery and Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Jacksonville, FL, USA
| | - Daniel Boczar
- Division of Plastic Surgery and Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Jacksonville, FL, USA
| | - Gabriela Cinotto
- Division of Plastic Surgery and Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Jacksonville, FL, USA
| | - Pedro Ciudad
- Department of Plastic, Reconstructive and Burn Surgery, Arzobispo Loayza National Hospital, Lima, Peru
| | | | - Xiaona Lu
- Division of Plastic and Reconstructive Surgery, Yale School of Medicine, New Haven, CT, USA
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