The extracellular matrix (ECM) serves as a dynamic biological framework that orchestrates cellular behavior through biomechanical and biochemical cues, playing a pivotal role in tissue homeostasis and repair. Despite significant advancements in biomaterial design, current regenerative strategies often fail to fully replicate the ECM's complexity, leading to suboptimal healing outcomes. This review comprehensively examines ECM biology and its application in biomaterial engineering, highlighting structural-functional relationships, integrin-mediated signaling, and ECM remodeling mechanisms in wound healing. We analyze diverse biomaterial classes-including ECM-based scaffolds, synthetic polymers, natural biomaterials, bioceramics, and composites-focusing on their design principles, fabrication techniques, degradation profiles, and clinical applications. Key challenges such as immunogenicity, vascularization, mechanical mismatch, and regulatory hurdles are critically evaluated. Innovations in decellularization, biofunctionalization, and advanced manufacturing (e.g., 3D bioprinting, electrospinning) are discussed as promising avenues to enhance biomimicry and therapeutic efficacy. Furthermore, we explore clinically approved ECM-derived products and underscore the need for standardized protocols to bridge translational gaps. By integrating emerging research with clinical perspectives, this review provides a roadmap for developing next-generation ECM-inspired biomaterials that address unmet needs in regenerative medicine, emphasizing interdisciplinary collaboration to optimize safety, functionality, and patient outcomes.
{"title":"Biomaterials in tissue repair and regeneration: key insights from extracellular matrix biology.","authors":"Sakhavat Abolhasani, Yasin Ahmadi, Yavar Rostami, Erfan Baravar, Davood Fattahi","doi":"10.3389/fmedt.2025.1565810","DOIUrl":"10.3389/fmedt.2025.1565810","url":null,"abstract":"<p><p>The extracellular matrix (ECM) serves as a dynamic biological framework that orchestrates cellular behavior through biomechanical and biochemical cues, playing a pivotal role in tissue homeostasis and repair. Despite significant advancements in biomaterial design, current regenerative strategies often fail to fully replicate the ECM's complexity, leading to suboptimal healing outcomes. This review comprehensively examines ECM biology and its application in biomaterial engineering, highlighting structural-functional relationships, integrin-mediated signaling, and ECM remodeling mechanisms in wound healing. We analyze diverse biomaterial classes-including ECM-based scaffolds, synthetic polymers, natural biomaterials, bioceramics, and composites-focusing on their design principles, fabrication techniques, degradation profiles, and clinical applications. Key challenges such as immunogenicity, vascularization, mechanical mismatch, and regulatory hurdles are critically evaluated. Innovations in decellularization, biofunctionalization, and advanced manufacturing (e.g., 3D bioprinting, electrospinning) are discussed as promising avenues to enhance biomimicry and therapeutic efficacy. Furthermore, we explore clinically approved ECM-derived products and underscore the need for standardized protocols to bridge translational gaps. By integrating emerging research with clinical perspectives, this review provides a roadmap for developing next-generation ECM-inspired biomaterials that address unmet needs in regenerative medicine, emphasizing interdisciplinary collaboration to optimize safety, functionality, and patient outcomes.</p>","PeriodicalId":94015,"journal":{"name":"Frontiers in medical technology","volume":"7 ","pages":"1565810"},"PeriodicalIF":3.8,"publicationDate":"2025-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12394198/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144983853","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Medical science is striving to find new solutions to treat various diseases. Tissue engineering with a great potential to develop tissues and even organs from synthetic and biological materials, open a new gate toward absolute treatments. Although in tissue engineering as a subtype of regenerative medicine, decellularized tissues are new, promising way to fill the previous methods gaps. Outside of the biological aspects, artificial intelligence (AI) and machine learning (ML) are applied to tissue engineering. Decellularization is a very important area where AI supports protocols and ensures the process is repeated identically each time. It also greatly assists in monitoring the extracellular matrix (ECM) to ensure it remains intact. Nonetheless, the use of AI in tissue engineering is not fully discussed in scientific articles. Although based on the tissue used for decellularization these features could vary, to optimize decellularization we need new method to reach high accuracy. In these current days, Pericardium, a double-layered membrane around the heart of mammalians, as a natural ECM has been utilized in cardiac surgery for many years. However, the use of decellularized pericardium as a scaffold for tissue engineering has gained significant attention in recent times, due to its retention strength, flexibility, supports for cell growth and differentiation, etc. That altogether put it among the top choices for tissue engineering and regenerative medicine. In this review we aim to cover the different decellularization methods, application of decellularized pericardium, commercial products that are available and challenges and future direction of this potent therapy.
{"title":"Recent advances in pericardium extracellular matrix for tissue regeneration, along with a short insight into artificial intelligence.","authors":"Parand Shariat Rad, Mozafar Khazaei, Elham Ghanbari, Mehdi Rashidi, Leila Rezakhani","doi":"10.3389/fmedt.2025.1503153","DOIUrl":"10.3389/fmedt.2025.1503153","url":null,"abstract":"<p><p>Medical science is striving to find new solutions to treat various diseases. Tissue engineering with a great potential to develop tissues and even organs from synthetic and biological materials, open a new gate toward absolute treatments. Although in tissue engineering as a subtype of regenerative medicine, decellularized tissues are new, promising way to fill the previous methods gaps. Outside of the biological aspects, artificial intelligence (AI) and machine learning (ML) are applied to tissue engineering. Decellularization is a very important area where AI supports protocols and ensures the process is repeated identically each time. It also greatly assists in monitoring the extracellular matrix (ECM) to ensure it remains intact. Nonetheless, the use of AI in tissue engineering is not fully discussed in scientific articles. Although based on the tissue used for decellularization these features could vary, to optimize decellularization we need new method to reach high accuracy. In these current days, Pericardium, a double-layered membrane around the heart of mammalians, as a natural ECM has been utilized in cardiac surgery for many years. However, the use of decellularized pericardium as a scaffold for tissue engineering has gained significant attention in recent times, due to its retention strength, flexibility, supports for cell growth and differentiation, etc. That altogether put it among the top choices for tissue engineering and regenerative medicine. In this review we aim to cover the different decellularization methods, application of decellularized pericardium, commercial products that are available and challenges and future direction of this potent therapy.</p>","PeriodicalId":94015,"journal":{"name":"Frontiers in medical technology","volume":"7 ","pages":"1503153"},"PeriodicalIF":3.8,"publicationDate":"2025-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12400526/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144994512","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-13eCollection Date: 2025-01-01DOI: 10.3389/fmedt.2025.1600784
Marco A Arizmendi-Villarreal, Alejandro Diaz Gonzalez-Colmenero, Jorge A Cantú-Hernández, Javier Sanchez-Maldonado, Gerardo E Muñoz-Maldonado, Edelmiro Perez-Rodriguez, Homero A Zapata-Chavira, Rene Rodriguez-Gutierrez, Francisco J Reyna-Sepulveda
Introduction: Warm ischemia during kidney transplantation contributes to graft dysfunction. External cooling devices have been developed to preserve graft during anastomosis, with promising results in experimental models. A systematic review and meta-analysis were conducted to evaluate the effectiveness of renal cooling devices.
Methods: A comprehensive search of seven databases was performed from inception to January 6, 2023. Eligible studies were randomized, prospective, and included a control group. Four studies met the inclusion criteria. The protocol was registered in PROSPERO (CRD42023409480).
Results: All studies reported significantly lower reperfusion temperatures in kidneys treated with cooling devices compared to controls. Histological graft injury, showed no statistically significant difference (SMD -0.95; 95% CI -10.74 to 8.83). However, post-transplant urinary output was significantly higher in the cooling device groups (SMD 0.49; 95% CI 0.10 to 0.88).
Discussion: The overall risk of bias across included studies was high. Cooling devices effectively lower graft temperature and may improve early functional outcomes. However, evidence of histological benefit remains inconclusive. Further clinical trials are needed to confirm efficacy and standardize device implementation in human transplantation.
肾移植过程中的热缺血会导致移植物功能障碍。为了在吻合过程中保存移植物,已经开发了外部冷却装置,并在实验模型中取得了令人满意的结果。进行了系统回顾和荟萃分析,以评估肾脏冷却装置的有效性。方法:全面检索自成立至2023年1月6日的7个数据库。符合条件的研究是随机的、前瞻性的,并包括一个对照组。4项研究符合纳入标准。该协议已在PROSPERO (CRD42023409480)中注册。结果:所有研究都报道了与对照组相比,使用冷却装置处理的肾脏再灌注温度显著降低。组织学上移植物损伤差异无统计学意义(SMD -0.95; 95% CI -10.74 ~ 8.83)。然而,冷却装置组移植后尿量明显更高(SMD 0.49; 95% CI 0.10至0.88)。讨论:纳入研究的总体偏倚风险很高。冷却装置有效降低移植物温度,并可能改善早期功能预后。然而,组织学益处的证据仍不确定。需要进一步的临床试验来确认疗效并规范设备在人体移植中的应用。系统评价注册:https://www.crd.york.ac.uk/PROSPERO/view/CRD42023409480, PROSPERO CRD42023409480。
{"title":"Cooling devices used to avoid warm ischemia time injury during kidney transplantation. Systematic review and meta-analysis.","authors":"Marco A Arizmendi-Villarreal, Alejandro Diaz Gonzalez-Colmenero, Jorge A Cantú-Hernández, Javier Sanchez-Maldonado, Gerardo E Muñoz-Maldonado, Edelmiro Perez-Rodriguez, Homero A Zapata-Chavira, Rene Rodriguez-Gutierrez, Francisco J Reyna-Sepulveda","doi":"10.3389/fmedt.2025.1600784","DOIUrl":"10.3389/fmedt.2025.1600784","url":null,"abstract":"<p><strong>Introduction: </strong>Warm ischemia during kidney transplantation contributes to graft dysfunction. External cooling devices have been developed to preserve graft during anastomosis, with promising results in experimental models. A systematic review and meta-analysis were conducted to evaluate the effectiveness of renal cooling devices.</p><p><strong>Methods: </strong>A comprehensive search of seven databases was performed from inception to January 6, 2023. Eligible studies were randomized, prospective, and included a control group. Four studies met the inclusion criteria. The protocol was registered in PROSPERO (CRD42023409480).</p><p><strong>Results: </strong>All studies reported significantly lower reperfusion temperatures in kidneys treated with cooling devices compared to controls. Histological graft injury, showed no statistically significant difference (SMD -0.95; 95% CI -10.74 to 8.83). However, post-transplant urinary output was significantly higher in the cooling device groups (SMD 0.49; 95% CI 0.10 to 0.88).</p><p><strong>Discussion: </strong>The overall risk of bias across included studies was high. Cooling devices effectively lower graft temperature and may improve early functional outcomes. However, evidence of histological benefit remains inconclusive. Further clinical trials are needed to confirm efficacy and standardize device implementation in human transplantation.</p><p><strong>Systematic review registration: </strong>https://www.crd.york.ac.uk/PROSPERO/view/CRD42023409480, PROSPERO CRD42023409480.</p>","PeriodicalId":94015,"journal":{"name":"Frontiers in medical technology","volume":"7 ","pages":"1600784"},"PeriodicalIF":3.8,"publicationDate":"2025-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12380627/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144983834","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-01eCollection Date: 2025-01-01DOI: 10.3389/fmedt.2025.1607538
Ronald H J van Gils, Onno K Helder, René F Kornelisse, Timothy M S Singowikromo, Irwin Reiss, Jenny Dankelman
Introduction: Preterm infants' growth is typically monitored through weight, body length (BL) and head circumference (HC). However, 3D cranial volume (CrV) is considered a more accurate indicator of brain growth than 2D HC. The PreemieScanner is a novel 3D measuring device that simultaneously measures BL, HC and CrV. Its clinical usability was tested in a simulated NICU setting.
Materials and methods: Three extremely low birth weight (ELBW; BW < 1,000 gram) dolls with Optiflow breathing systems, (tubes positioned either at the front or back of the head) were used. Nurses conducted scan sessions and marked anatomical landmarks on 3D PreemieScanner images. As control, nurses measured HC manually with a standard measuring tape. Key outcomes were: (1) Measurement success rate, (2) Precision-percentage within clinically allowed limits, ±0.4 cm for BL, ±0.3 cm for HC, ±12 ml for CrV, and 3) accuracy-mean or median measurement error (MME) relative to the ground truth.
Results: Thirty-five scan sessions resulted in 100% successful measurements for BL and HC; 80% for CrV. BL MME -3.3% (p < 0.001); 40% (42/105) within precision limits. HC MME (Optiflow-front) 0.0% (p = 0.63); 89% (51/57) within limits. HC MME (Optiflow-back) -0.4% (p = 0.91). 93% (43/46) within limits. MME HC measuring tape, (Optiflow-front) -0.8% (p < 0.001), 88% (50/57) within limits, and MME (Optiflow-back) -1.1% (p < 0.001), 83% (40/48) within limits. MME CrV (Optiflow-front) -1.8% (p = 0.01), 86% (31/36) within limits, MME CrV (Optiflow-back) -1.3% (p < 0.001), 98% (45/46) within limits.
Conclusions: The PreemieScanner is a reliable, comprehensive device for measuring BL, HC and CrV in ELBW infants. It integrates smoothly into routine care with minimal disturbance. HC measurements demonstrated higher accuracy and precision than traditional tape method. CrV measurements, with 93% within precision limits, can be regarded as acceptable, enabling development of CrV growth reference charts, enhancing clinical growth monitoring.
{"title":"Effectiveness of the novel 3D PreemieScanner for preterm infants' growth monitoring confirmed in a simulated setting.","authors":"Ronald H J van Gils, Onno K Helder, René F Kornelisse, Timothy M S Singowikromo, Irwin Reiss, Jenny Dankelman","doi":"10.3389/fmedt.2025.1607538","DOIUrl":"10.3389/fmedt.2025.1607538","url":null,"abstract":"<p><strong>Introduction: </strong>Preterm infants' growth is typically monitored through weight, body length (BL) and head circumference (HC). However, 3D cranial volume (CrV) is considered a more accurate indicator of brain growth than 2D HC. The PreemieScanner is a novel 3D measuring device that simultaneously measures BL, HC and CrV. Its clinical usability was tested in a simulated NICU setting.</p><p><strong>Materials and methods: </strong>Three extremely low birth weight (ELBW; BW < 1,000 gram) dolls with Optiflow breathing systems, (tubes positioned either at the front or back of the head) were used. Nurses conducted scan sessions and marked anatomical landmarks on 3D PreemieScanner images. As control, nurses measured HC manually with a standard measuring tape. Key outcomes were: (1) Measurement success rate, (2) Precision-percentage within clinically allowed limits, ±0.4 cm for BL, ±0.3 cm for HC, ±12 ml for CrV, and 3) accuracy-mean or median measurement error (MME) relative to the ground truth.</p><p><strong>Results: </strong>Thirty-five scan sessions resulted in 100% successful measurements for BL and HC; 80% for CrV. BL MME -3.3% (<i>p</i> < 0.001); 40% (42/105) within precision limits. HC MME (Optiflow-front) 0.0% (<i>p</i> = 0.63); 89% (51/57) within limits. HC MME (Optiflow-back) -0.4% (<i>p</i> = 0.91). 93% (43/46) within limits. MME HC measuring tape, (Optiflow-front) -0.8% (<i>p</i> < 0.001), 88% (50/57) within limits, and MME (Optiflow-back) -1.1% (<i>p</i> < 0.001), 83% (40/48) within limits. MME CrV (Optiflow-front) -1.8% (<i>p</i> = 0.01), 86% (31/36) within limits, MME CrV (Optiflow-back) -1.3% (<i>p</i> < 0.001), 98% (45/46) within limits.</p><p><strong>Conclusions: </strong>The PreemieScanner is a reliable, comprehensive device for measuring BL, HC and CrV in ELBW infants. It integrates smoothly into routine care with minimal disturbance. HC measurements demonstrated higher accuracy and precision than traditional tape method. CrV measurements, with 93% within precision limits, can be regarded as acceptable, enabling development of CrV growth reference charts, enhancing clinical growth monitoring.</p>","PeriodicalId":94015,"journal":{"name":"Frontiers in medical technology","volume":"7 ","pages":"1607538"},"PeriodicalIF":3.8,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12354455/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144877544","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-07-24eCollection Date: 2025-01-01DOI: 10.3389/fmedt.2025.1534097
Josephine Sau Fan Chow, Nutan Maurya, Susan San Miguel, Rumbidzai Teramayi, Ahilan Parameswaran, Annamarie D'Souza, Gregory Melbourne, Joseph Descallar, Young Juhn, Enoch Chan, Jerome Pong
<p><strong>Introduction: </strong>This study aims to implement a virtual model of care in the primary healthcare setting, utilising biosensor technologies (S-Patch EX) to remotely monitor and identify clinical signs and symptoms of cardiovascular conditions (mainly arrhythmias) in patients post-COVID-19 infection.</p><p><strong>Methods: </strong>This open-label, non-randomised, observational study was conducted in patients aged 18 years and above, clinically diagnosed with COVID-19 after June 2021, and those residing within Greater Western Sydney. The study involved two arms: the remote monitoring (intervention) and standard care (control) groups. The intervention group comprised patients who were provided with an S-Patch EX to monitor their electrocardiogram. Data were transmitted in real-time to a mobile phone via Bluetooth technology, and results were generated through artificial intelligence (AI) algorithms. All the data were reviewed for arrhythmia detection and escalated to the participant's general practitioner (if detected) to determine the appropriate intervention. The control group was used to compare the rate of cardiac arrhythmia detection against the intervention group. The patient's demographic and longitudinal clinical data were obtained from the electronic medical record system, enabling exploration and comparison of the cohort's characteristics and outcomes. Descriptive analysis was conducted for categorical variables (frequencies and cross-tabulations) and continuous variables (means, standard deviations, and medians). Depending on the nature of data, the groups were compared using <i>t</i>-tests or Chi-square tests. Multivariable Cox regression was used to analyse time to first cardiovascular event post-COVID-19 infection.</p><p><strong>Outcome measures: </strong>The time to the patient's first cardiovascular event (mainly arrhythmias) post-COVID-19 infection.</p><p><strong>Results: </strong>Of 44 patients who provided consent, 40 commenced monitoring. Thirteen patients (32.5%) were detected by the AI algorithms from the S-Patch EX monitoring system to have cardiac arrhythmias, including atrial fibrillation, supraventricular tachycardia, and ventricular tachycardia. Univariate Cox regression demonstrated that arrhythmia was more likely to be detected in the remote monitoring group (13/40, 32.9%) as compared with the standard care group (7/200, 3.5%) [HR = 29.56 (9.95, 87.86), <i>p</i> < 0.0001]. Most of the patients were detected with arrhythmia within a 3-month timeframe of monitoring. Twenty-one patients (21/200, 10.5%) from the standard care group visited the emergency department and/or were admitted to the hospital post-COVID-19 infection due to chest pain, shortness of breath/dyspnoea, palpitations, dizziness/light-headedness/presyncope, and nausea. Two patients developed long COVID symptoms (progressive dyspnoea) 2-5 months post-COVID-19 infection.</p><p><strong>Conclusions: </strong>Considering the risk of developing car
{"title":"Remote, smart telemonitoring of COVID-19 survivors for early detection of deterioration in cardiac health (the PARTMO study).","authors":"Josephine Sau Fan Chow, Nutan Maurya, Susan San Miguel, Rumbidzai Teramayi, Ahilan Parameswaran, Annamarie D'Souza, Gregory Melbourne, Joseph Descallar, Young Juhn, Enoch Chan, Jerome Pong","doi":"10.3389/fmedt.2025.1534097","DOIUrl":"10.3389/fmedt.2025.1534097","url":null,"abstract":"<p><strong>Introduction: </strong>This study aims to implement a virtual model of care in the primary healthcare setting, utilising biosensor technologies (S-Patch EX) to remotely monitor and identify clinical signs and symptoms of cardiovascular conditions (mainly arrhythmias) in patients post-COVID-19 infection.</p><p><strong>Methods: </strong>This open-label, non-randomised, observational study was conducted in patients aged 18 years and above, clinically diagnosed with COVID-19 after June 2021, and those residing within Greater Western Sydney. The study involved two arms: the remote monitoring (intervention) and standard care (control) groups. The intervention group comprised patients who were provided with an S-Patch EX to monitor their electrocardiogram. Data were transmitted in real-time to a mobile phone via Bluetooth technology, and results were generated through artificial intelligence (AI) algorithms. All the data were reviewed for arrhythmia detection and escalated to the participant's general practitioner (if detected) to determine the appropriate intervention. The control group was used to compare the rate of cardiac arrhythmia detection against the intervention group. The patient's demographic and longitudinal clinical data were obtained from the electronic medical record system, enabling exploration and comparison of the cohort's characteristics and outcomes. Descriptive analysis was conducted for categorical variables (frequencies and cross-tabulations) and continuous variables (means, standard deviations, and medians). Depending on the nature of data, the groups were compared using <i>t</i>-tests or Chi-square tests. Multivariable Cox regression was used to analyse time to first cardiovascular event post-COVID-19 infection.</p><p><strong>Outcome measures: </strong>The time to the patient's first cardiovascular event (mainly arrhythmias) post-COVID-19 infection.</p><p><strong>Results: </strong>Of 44 patients who provided consent, 40 commenced monitoring. Thirteen patients (32.5%) were detected by the AI algorithms from the S-Patch EX monitoring system to have cardiac arrhythmias, including atrial fibrillation, supraventricular tachycardia, and ventricular tachycardia. Univariate Cox regression demonstrated that arrhythmia was more likely to be detected in the remote monitoring group (13/40, 32.9%) as compared with the standard care group (7/200, 3.5%) [HR = 29.56 (9.95, 87.86), <i>p</i> < 0.0001]. Most of the patients were detected with arrhythmia within a 3-month timeframe of monitoring. Twenty-one patients (21/200, 10.5%) from the standard care group visited the emergency department and/or were admitted to the hospital post-COVID-19 infection due to chest pain, shortness of breath/dyspnoea, palpitations, dizziness/light-headedness/presyncope, and nausea. Two patients developed long COVID symptoms (progressive dyspnoea) 2-5 months post-COVID-19 infection.</p><p><strong>Conclusions: </strong>Considering the risk of developing car","PeriodicalId":94015,"journal":{"name":"Frontiers in medical technology","volume":"7 ","pages":"1534097"},"PeriodicalIF":3.8,"publicationDate":"2025-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12328397/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144801320","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-07-22eCollection Date: 2025-01-01DOI: 10.3389/fmedt.2025.1611046
Wen-Fei He, Li-Huan Zeng, Nan-Shan Xie, Hao-Xing Liu, Wen-Min Cui, Ying Wang, Zhi-Jian Zhang, Guan-Lun Ye, Zhi-Ying Qin, Zhi-Qiang Guo, Jun Ma, Jian-Fang Luo
Background: Identification of coronary ischemia in suspected coronary artery disease (CAD) remains challenging. Magnetocardiography (MCG) demonstrated comparably high diagnostic efficiency for detecting coronary ischemia in previous studies. However, limited evidence exists comparing MCG vs. computed tomography angiography-derived fractional flow reserve (CTFFR) in suspected CAD patients.
Methods: A total of 291 patients with CTA-confirmed diameter stenosis ranging from 30% to 90% were included and divided into two groups based on the CTFFR values, the stable coronary artery disease (SCAD) group (≤0.8) and the non-SCAD group (>0.8). Magnetic field map (MFM) parameters were employed to construct a diagnostic model. The performance of the models was evaluated using receiver operating characteristic (ROC) curves, accuracy, sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV).
Results: Patients with SCAD showed a mean MCG score of 5.6 ± 2.9, while the non-SCAD group demonstrated a mean score of 2.0 ± 1.9 (P < 0.001). The area under the curve (AUC) for ROC analysis was 0.824 (95% CI: 0.772-0.877). Point 5 was selected as the operational cutoff value providing a favorable balance of sensitivity and specificity. Ultimately, MCG score yielded a sensitivity of 69.6%, specificity of 87.9%, PPV of 72.7%, NPV of 86.2%, and accuracy of 82.1%.
Conclusions: Compared to CTFFR, MCG demonstrated superior specificity and moderate sensitivity for detecting CAD in patients with diameter stenosis CTA ranging from 30% to 90%. It may provide an alternative to functional evaluation prior to invasive or radiation exposure methods.
{"title":"Effectiveness of magnetocardiography as a non-invasive tool for functional assessment of myocardial ischemia in patients with stable coronary artery disease.","authors":"Wen-Fei He, Li-Huan Zeng, Nan-Shan Xie, Hao-Xing Liu, Wen-Min Cui, Ying Wang, Zhi-Jian Zhang, Guan-Lun Ye, Zhi-Ying Qin, Zhi-Qiang Guo, Jun Ma, Jian-Fang Luo","doi":"10.3389/fmedt.2025.1611046","DOIUrl":"10.3389/fmedt.2025.1611046","url":null,"abstract":"<p><strong>Background: </strong>Identification of coronary ischemia in suspected coronary artery disease (CAD) remains challenging. Magnetocardiography (MCG) demonstrated comparably high diagnostic efficiency for detecting coronary ischemia in previous studies. However, limited evidence exists comparing MCG vs. computed tomography angiography-derived fractional flow reserve (CTFFR) in suspected CAD patients.</p><p><strong>Methods: </strong>A total of 291 patients with CTA-confirmed diameter stenosis ranging from 30% to 90% were included and divided into two groups based on the CTFFR values, the stable coronary artery disease (SCAD) group (≤0.8) and the non-SCAD group (>0.8). Magnetic field map (MFM) parameters were employed to construct a diagnostic model. The performance of the models was evaluated using receiver operating characteristic (ROC) curves, accuracy, sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV).</p><p><strong>Results: </strong>Patients with SCAD showed a mean MCG score of 5.6 ± 2.9, while the non-SCAD group demonstrated a mean score of 2.0 ± 1.9 (<i>P</i> < 0.001). The area under the curve (AUC) for ROC analysis was 0.824 (95% CI: 0.772-0.877). Point 5 was selected as the operational cutoff value providing a favorable balance of sensitivity and specificity. Ultimately, MCG score yielded a sensitivity of 69.6%, specificity of 87.9%, PPV of 72.7%, NPV of 86.2%, and accuracy of 82.1%.</p><p><strong>Conclusions: </strong>Compared to CTFFR, MCG demonstrated superior specificity and moderate sensitivity for detecting CAD in patients with diameter stenosis CTA ranging from 30% to 90%. It may provide an alternative to functional evaluation prior to invasive or radiation exposure methods.</p>","PeriodicalId":94015,"journal":{"name":"Frontiers in medical technology","volume":"7 ","pages":"1611046"},"PeriodicalIF":3.8,"publicationDate":"2025-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12321830/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144791037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-07-21eCollection Date: 2025-01-01DOI: 10.3389/fmedt.2025.1619238
Audrius Andrijauskas, Povilas Andrijauskas, Darius Dilijonas, Tomas Jovaiša, Vaidotas Marozas, Edgaras Stankevičius, Axel Kerroum, Darius Čincikas, Saulė Švedienė, Giedrius Kvederas, Narūnas Porvaneckas, Christer Svensen
Purpose: This study evaluates the primary hypothesis of red cell mass (RCM) dependent amplitude of homeostatically acceptable limits of fluctuation in plasma dilution by exploring the correlation between RCM-specific equilibrated hematocrit (EQ_Hct) and amplitude of plasma dilution during perioperative mini Volume Loading Test (mVLT).
Materials and methods: We retrospectively analyzed data from our previous RCTs, including 1,651 invasive arterial plasma dilution (aPD), 1,645 noninvasive "capillary" plasma dilution (cPD) and 236 estimates of EQ_Hct from 236 perioperative mVLT sessions. The cPD was estimated using noninvasive hemoglobin (SpHb, Masimo Radical 7, Irvine, CA) measurement. Fixed number of crystalloid boluses was used in 36 and 48 elective total knee arthroplasty (TKA) patients, and individualized number of boluses in 34 total hip arthroplasty (THA) patients for whom the number of boluses depended on the advices by our prototype automated clinical decision support system (ACDSS).
Results: The primary hypothesis was confirmed-aPD decreased as EQ_Hct decreased when EQ_Hct <40%, and a very weak positive correlation was found between EQ_Hct and absolute aPD (Spearman's correlation coefficient 0.1025, p < 0.001). It was also confirmed when non-invasive data sets were used. A very weak negative correlation between HctEQ values and absolute cPD values (Spearman's correlation coefficient 0.0640, p= 0.0149).
Conclusion: This study points to the feasibility of Photoplethysmography (PPG) based estimates of hemoglobin concentration for continuous noninvasive monitoring of fluid accumulation and detecting imminent edema using the Homeostatic Blood States (HBS) theory and transcapillary reflux model. The ACDSS-guided fluid loading has a potential to minimise unnecessary fluid accumulation. Further research is needed to explore and improve these techniques.
目的:本研究通过探讨围手术期小体积负荷试验(mVLT)中红细胞特异性平衡红细胞压积(EQ_Hct)与血浆稀释幅度之间的相关性,评估红细胞体积(RCM)依赖于血浆稀释的稳态可接受波动极限幅度的主要假设。材料和方法:我们回顾性分析了之前的随机对照试验的数据,包括1651例有创动脉血浆稀释(aPD), 1645例无创“毛细血管”血浆稀释(cPD)和236例围手术期mVLT的EQ_Hct估计。cPD使用无创血红蛋白(SpHb, Masimo Radical 7, Irvine, CA)测量来估计。36例和48例选择性全膝关节置换术(TKA)患者使用固定数量的晶体丸,34例全髋关节置换术(THA)患者使用个性化数量的晶体丸,其中晶体丸的数量取决于我们的原型自动临床决策支持系统(ACDSS)的建议。结果:证实了原假设,当EQ_Hct p = 0.0149时,apd随EQ_Hct降低而降低。结论:本研究指出,利用稳态血液状态(HBS)理论和经毛细血管反流模型,基于光容积脉搏波(PPG)估计血红蛋白浓度,对液体积聚进行持续无创监测和检测迫在眉睫的水肿是可行的。acdss导向的流体加载有可能最大限度地减少不必要的流体积聚。需要进一步的研究来探索和改进这些技术。
{"title":"New insights in fluid monitoring for surgical patients. A concept study.","authors":"Audrius Andrijauskas, Povilas Andrijauskas, Darius Dilijonas, Tomas Jovaiša, Vaidotas Marozas, Edgaras Stankevičius, Axel Kerroum, Darius Čincikas, Saulė Švedienė, Giedrius Kvederas, Narūnas Porvaneckas, Christer Svensen","doi":"10.3389/fmedt.2025.1619238","DOIUrl":"10.3389/fmedt.2025.1619238","url":null,"abstract":"<p><strong>Purpose: </strong>This study evaluates the primary hypothesis of red cell mass (RCM) dependent amplitude of homeostatically acceptable limits of fluctuation in plasma dilution by exploring the correlation between RCM-specific equilibrated hematocrit (EQ_Hct) and amplitude of plasma dilution during perioperative mini Volume Loading Test (mVLT).</p><p><strong>Materials and methods: </strong>We retrospectively analyzed data from our previous RCTs, including 1,651 invasive arterial plasma dilution (aPD), 1,645 noninvasive \"capillary\" plasma dilution (cPD) and 236 estimates of EQ_Hct from 236 perioperative mVLT sessions. The cPD was estimated using noninvasive hemoglobin (SpHb, Masimo Radical 7, Irvine, CA) measurement. Fixed number of crystalloid boluses was used in 36 and 48 elective total knee arthroplasty (TKA) patients, and individualized number of boluses in 34 total hip arthroplasty (THA) patients for whom the number of boluses depended on the advices by our prototype automated clinical decision support system (ACDSS).</p><p><strong>Results: </strong>The primary hypothesis was confirmed-aPD decreased as EQ_Hct decreased when EQ_Hct <40%, and a very weak positive correlation was found between EQ_Hct and absolute aPD (Spearman's correlation coefficient 0.1025, <i>p</i> < 0.001). It was also confirmed when non-invasive data sets were used. A very weak negative correlation between HctEQ values and absolute cPD values (Spearman's correlation coefficient 0.0640, <i>p</i> <i>=</i> 0.0149).</p><p><strong>Conclusion: </strong>This study points to the feasibility of Photoplethysmography (PPG) based estimates of hemoglobin concentration for continuous noninvasive monitoring of fluid accumulation and detecting imminent edema using the Homeostatic Blood States (HBS) theory and transcapillary reflux model. The ACDSS-guided fluid loading has a potential to minimise unnecessary fluid accumulation. Further research is needed to explore and improve these techniques.</p>","PeriodicalId":94015,"journal":{"name":"Frontiers in medical technology","volume":"7 ","pages":"1619238"},"PeriodicalIF":3.8,"publicationDate":"2025-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12318955/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144786183","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Introduction: As paradigmatically shown by SARS-CoV-2 vaccines, nucleic acids-based vaccines represent powerful tools to rapidly tackle fast emerging pathogens limiting their spread in human populations and/or reducing the health impact in affected patients. Compared with RNA vaccines, DNA vaccines offer higher stability and amenability to fast development due to tailor-made design of several candidates at a time for (pre)clinical settings. However, their scarce immunogenicity represents an important drawback, requiring technological strategies to enhance cellular uptake, protein expression and increase the ability to induce an immune response.
Methods: We investigated the effects of combining a plant secretory signal sequence of the PolyGalacturonase-Inhibiting Protein (PGIP) from Phaseolus vulgaris with electro-gene transfer (EGT), a technology that increases DNA delivery, on the immune response induced by different SARS-CoV2 experimental DNA vaccines based on domains and peptides of the spike (S), membrane (M) and nucleocapsid (N) proteins.
Results and discussion: All the DNA constructs resulted in protein expression in vitro and in the induction of both antibody and CD4 and CD8T cell responses in mice. EGT significantly increased DNA constructs immunogenicity, especially for the induction of antibody response, confirming its potential in DNA vaccination. Remarkably, constructs including the plant secretory signal sequence resulted to be highly expressed and triggered higher antibody and CD4T cell responses, highlighting that the combination of this sequence and EGT can be used to boost the immunogenicity of DNA-vaccine coded proteins, ultimately helping in their design.
{"title":"A plant secretory sequence enhances immunogenicity of electroporated COVID-19 DNA vaccines.","authors":"Olivia Costantina Demurtas, Flavia Novelli, Doriana Triggiani, Caterina Merla, Emanuela Pasquali, Silvia Massa, Rosella Franconi, Claudio Pioli","doi":"10.3389/fmedt.2025.1597179","DOIUrl":"10.3389/fmedt.2025.1597179","url":null,"abstract":"<p><strong>Introduction: </strong>As paradigmatically shown by SARS-CoV-2 vaccines, nucleic acids-based vaccines represent powerful tools to rapidly tackle fast emerging pathogens limiting their spread in human populations and/or reducing the health impact in affected patients. Compared with RNA vaccines, DNA vaccines offer higher stability and amenability to fast development due to tailor-made design of several candidates at a time for (pre)clinical settings. However, their scarce immunogenicity represents an important drawback, requiring technological strategies to enhance cellular uptake, protein expression and increase the ability to induce an immune response.</p><p><strong>Methods: </strong>We investigated the effects of combining a plant secretory signal sequence of the PolyGalacturonase-Inhibiting Protein (PGIP) from <i>Phaseolus vulgaris</i> with electro-gene transfer (EGT), a technology that increases DNA delivery, on the immune response induced by different SARS-CoV2 experimental DNA vaccines based on domains and peptides of the spike (S), membrane (M) and nucleocapsid (<i>N</i>) proteins.</p><p><strong>Results and discussion: </strong>All the DNA constructs resulted in protein expression <i>in vitro</i> and in the induction of both antibody and CD4 and CD8T cell responses in mice. EGT significantly increased DNA constructs immunogenicity, especially for the induction of antibody response, confirming its potential in DNA vaccination. Remarkably, constructs including the plant secretory signal sequence resulted to be highly expressed and triggered higher antibody and CD4T cell responses, highlighting that the combination of this sequence and EGT can be used to boost the immunogenicity of DNA-vaccine coded proteins, ultimately helping in their design.</p>","PeriodicalId":94015,"journal":{"name":"Frontiers in medical technology","volume":"7 ","pages":"1597179"},"PeriodicalIF":3.8,"publicationDate":"2025-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12301313/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144736363","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-07-07eCollection Date: 2025-01-01DOI: 10.3389/fmedt.2025.1644384
Uffe Kock Wiil
{"title":"Editorial: mHealth and smartphone apps in patient follow-up.","authors":"Uffe Kock Wiil","doi":"10.3389/fmedt.2025.1644384","DOIUrl":"10.3389/fmedt.2025.1644384","url":null,"abstract":"","PeriodicalId":94015,"journal":{"name":"Frontiers in medical technology","volume":"7 ","pages":"1644384"},"PeriodicalIF":2.7,"publicationDate":"2025-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12277258/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144683855","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-07-04eCollection Date: 2025-01-01DOI: 10.3389/fmedt.2025.1552294
Anthony Scanzuso, Tabitha Hendren, Mia Egmont, Julia Zarkar, Michael Roberge
Background: Sustained Acoustic Medicine (SAM) is a non-invasive long-term wearable device that delivers localized long duration high-frequency continuous ultrasound. SAM's biomechanical and diathermic stimuli enhance local circulation and oxygenation, accelerate tissue healing, and alleviate pain. The sonophoresis effects of SAM further improve transdermal drug delivery. Diclofenac is a topical Nonsteroidal anti-inflammatory drug for treating localized musculoskeletal (MSK) pain. Its efficacy is significantly dependent on skin porosity. This study aims to determine the diathermic effects of SAM and diclofenac on localized blood circulation.
Methods: Sixty-four healthy participants were randomly assigned to four groups (Active SAM group: n = 32, Placebo SAM group: n = 32): (A) Coupling gel + placebo SAM), (B) Coupling gel + active SAM, (C) 2.5% Diclofenac gel + placebo SAM, and (D) 2.5% Diclofenac gel + active SAM. Both forearms were treated with a placebo and active SAM devices for 1 h. The blood flux (perfusion units, PU) and temperature (degrees centigrade) change were recorded at 10 min intervals for 60 min using high-laser-power Doppler flowmetry. Blood circulation and temperature were recorded and reported (Clinical trial Identifier: NCT06510062).
Results: SAM increased blood flow significantly over 60 min by 19.2 PU (p < 0.0001) with coupling patch and 18.6 PU with 2.5% diclofenac patch (p < 0.0001) vs. placebo. Surface level tissue temperature increased by Δ2.4°C (p < 0.0001) with gel coupling patch and Δ2.2°C (p < 0.0001) with 2.5% diclofenac patch vs. placebo ultrasound treatment (p < 0.0001). There was no significant difference between standard coupling ultrasound gel and 2.5% diclofenac gel in blood flow and temperature. SAM provided a significant temperature increase at 20 min and a circulation increase at 10 min, which remained for the duration of the 60 min. All participants completed the study with no adverse events.
Conclusion: SAM treatment significantly increases local blood circulation after 10 min, increases temperature after 20 min, and sustains the effects of SAM's stimulation. The 2.5% diclofenac gel does not affect SAM's biological effects to increase local circulation. The study concludes that the application of diclofenac does not affect the diathermic properties of SAM exposure while enhancing the efficacy of diclofenac delivery through sonophoresis.
背景:持续声医学(SAM)是一种非侵入性的长期可穿戴设备,可提供局部长时间高频连续超声。SAM的生物力学和透热刺激增强局部循环和氧合,加速组织愈合,减轻疼痛。SAM的声透作用进一步改善了经皮给药。双氯芬酸是一种局部非甾体抗炎药,用于治疗局部肌肉骨骼(MSK)疼痛。其功效很大程度上取决于皮肤的孔隙度。本研究旨在确定SAM和双氯芬酸对局部血液循环的透热作用。方法:64名健康受试者随机分为4组(活性SAM组:n = 32,安慰剂SAM组:n = 32):(A)偶联凝胶+安慰剂SAM), (B)偶联凝胶+活性SAM, (C) 2.5%双氯芬酸凝胶+安慰剂SAM, (D) 2.5%双氯芬酸凝胶+活性SAM。双前臂用安慰剂和活性SAM装置治疗1小时。采用高激光功率多普勒血流仪每隔10 min记录血流量(灌注单位,PU)和体温(摄氏度)变化,持续60 min。记录并报告血液循环和体温(临床试验标识:NCT06510062)。结果:SAM在60 min内显著增加血流量19.2 PU (p p p p p p p p)。结论:SAM治疗后10 min局部血液循环明显增加,20 min后体温升高,SAM刺激作用得以维持。2.5%双氯芬酸凝胶不影响SAM增加局部循环的生物效应。本研究认为,双氯芬酸的应用不影响SAM暴露的透热特性,同时增强了双氯芬酸通过声泳给药的效果。临床试验注册:标识符NCT06510062。
{"title":"Sustained acoustic medicine increases local circulation with a diclofenac delivery patch: a randomized placebo controlled study.","authors":"Anthony Scanzuso, Tabitha Hendren, Mia Egmont, Julia Zarkar, Michael Roberge","doi":"10.3389/fmedt.2025.1552294","DOIUrl":"10.3389/fmedt.2025.1552294","url":null,"abstract":"<p><strong>Background: </strong>Sustained Acoustic Medicine (SAM) is a non-invasive long-term wearable device that delivers localized long duration high-frequency continuous ultrasound. SAM's biomechanical and diathermic stimuli enhance local circulation and oxygenation, accelerate tissue healing, and alleviate pain. The sonophoresis effects of SAM further improve transdermal drug delivery. Diclofenac is a topical Nonsteroidal anti-inflammatory drug for treating localized musculoskeletal (MSK) pain. Its efficacy is significantly dependent on skin porosity. This study aims to determine the diathermic effects of SAM and diclofenac on localized blood circulation.</p><p><strong>Methods: </strong>Sixty-four healthy participants were randomly assigned to four groups (Active SAM group: <i>n</i> = 32, Placebo SAM group: <i>n</i> = 32): (A) Coupling gel + placebo SAM), (B) Coupling gel + active SAM, (C) 2.5% Diclofenac gel + placebo SAM, and (D) 2.5% Diclofenac gel + active SAM. Both forearms were treated with a placebo and active SAM devices for 1 h. The blood flux (perfusion units, PU) and temperature (degrees centigrade) change were recorded at 10 min intervals for 60 min using high-laser-power Doppler flowmetry. Blood circulation and temperature were recorded and reported (Clinical trial Identifier: NCT06510062).</p><p><strong>Results: </strong>SAM increased blood flow significantly over 60 min by 19.2 PU (<i>p</i> < 0.0001) with coupling patch and 18.6 PU with 2.5% diclofenac patch (<i>p</i> < 0.0001) vs. placebo. Surface level tissue temperature increased by Δ2.4°C (<i>p</i> < 0.0001) with gel coupling patch and Δ2.2°C (<i>p</i> < 0.0001) with 2.5% diclofenac patch vs. placebo ultrasound treatment (<i>p</i> < 0.0001). There was no significant difference between standard coupling ultrasound gel and 2.5% diclofenac gel in blood flow and temperature. SAM provided a significant temperature increase at 20 min and a circulation increase at 10 min, which remained for the duration of the 60 min. All participants completed the study with no adverse events.</p><p><strong>Conclusion: </strong>SAM treatment significantly increases local blood circulation after 10 min, increases temperature after 20 min, and sustains the effects of SAM's stimulation. The 2.5% diclofenac gel does not affect SAM's biological effects to increase local circulation. The study concludes that the application of diclofenac does not affect the diathermic properties of SAM exposure while enhancing the efficacy of diclofenac delivery through sonophoresis.</p><p><strong>Clinical trial registration: </strong>identifier NCT06510062.</p>","PeriodicalId":94015,"journal":{"name":"Frontiers in medical technology","volume":"7 ","pages":"1552294"},"PeriodicalIF":2.7,"publicationDate":"2025-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12271165/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144677054","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}