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Editorial: Nanotechnology-based delivery systems for cancer treatment. 社论:基于纳米技术的癌症治疗递送系统。
IF 4.8 3区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-23 eCollection Date: 2026-01-01 DOI: 10.3389/fbioe.2026.1785087
Alicia Fernandez-Fernandez
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引用次数: 0
Bridging biology and technology: the rise of 3D bioprinting advancements in infection research. 连接生物学和技术:3D生物打印在感染研究中的进步。
IF 4.8 3区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-23 eCollection Date: 2026-01-01 DOI: 10.3389/fbioe.2026.1764653
Sajad Mohammadi, Wendy W J Unger, Aldo Ferrari, Caterina Sanchini, Giancarlo Ruocco, Salvatore D'Alessandro

The outbreak of infectious diseases and rapid pathogens' evolution have highlighted the urgency for developing new therapeutics to protect public health and the economy from massive loss. Drug discovery for infectious diseases involves a multi-stage and multi-disciplinary pipeline, often leading to increased risk and mortality due to the prolonged course. However, advancements in technology have been reshaping the field by offering alternative in vitro models-facilitating drug discovery, studying the mechanism of infectious diseases, and developing patient-specific solutions. Recently, 3D bioprinting has been emerging as a revolutionary technology that enables researchers to precisely create custom 3D constructs that mimic human physiology and can be used as either platforms for delivering therapeutics and/or cells locally or in vitro tissue models for drug screening. Herein, we shed light on recent advancements in the use of 3D bioprinting technologies to introduce platforms employed for fabricating 3D structures to control and study infectious diseases.

传染病的爆发和病原体的快速进化凸显了开发新疗法的紧迫性,以保护公众健康和经济免受巨大损失。传染病的药物发现涉及多阶段和多学科的流程,由于过程延长,往往导致风险和死亡率增加。然而,技术的进步通过提供可替代的体外模型——促进药物发现、研究传染病的机制和开发针对患者的解决方案——正在重塑这一领域。最近,3D生物打印已经成为一项革命性的技术,使研究人员能够精确地创建模仿人体生理学的定制3D结构,可以用作局部递送治疗和/或细胞的平台,也可以用作体外组织模型用于药物筛选。在此,我们阐明了使用3D生物打印技术的最新进展,以介绍用于制造3D结构以控制和研究传染病的平台。
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引用次数: 0
Clinical stem cell therapy in oral and craniofacial bone regeneration: a systematic review and meta-analysis. 口腔和颅面骨再生的临床干细胞治疗:系统回顾和荟萃分析。
IF 4.8 3区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-23 eCollection Date: 2026-01-01 DOI: 10.3389/fbioe.2026.1677400
Parham Hazrati, Abdulmohsen Alanazi, Abdusalam E Alrmali, Pablo Galindo-Fernandez, Hazar Kassem, Darnell Kaigler

Craniomaxillofacial bone regeneration poses significant clinical challenges due to the anatomical complexity of this region and the inherent limitations of conventional reconstructive techniques. Stem cell-based therapies have emerged as a promising alternative in that stem cells harness the capacities of multilineage differentiation and paracrine signaling to enhance tissue regeneration. Nonetheless, the overall clinical efficacy of stem cell therapy remains a subject of debate. In this systematic review and meta-analysis, we aimed to comprehensively evaluate the safety and effectiveness of stem cell therapy in oral and craniofacial bone regeneration. A comprehensive search of PubMed/MEDLINE, Scopus, Embase, and Web of Science was conducted in July 2024, identifying 59 eligible prospective studies-including randomized controlled trials (RCTs), controlled clinical trials and single-arm studies-involving more than five participants each. Risk of bias was assessed using the Cochrane RoB 2 tool for randomized studies and ROBINS-I for non-randomized studies. The included studies encompassed a broad range of surgical indications, such as alveolar cleft repair, alveolar ridge augmentation, sinus floor augmentation, periodontal defect regeneration, mandibular fracture management, pathological bone defect repair, and temporomandibular joint disorders. Over three-quarters of studies utilized bone marrow aspirate (BMA) and/or mesenchymal stem cells (MSCs), either alone or combined with biomaterial scaffolds. Across diverse procedures, stem cell therapy was associated with clinical and histological benefits, especially in the quality and maturity of regenerated bone. Meta-analysis showed that the addition of stem cells significantly improved the histologic quality of regenerated bone (p = 0.0446), although this enhancement was not evident in radiographic assessments (p = 0.1094). Additionally, meta-analyses demonstrated that stem cell therapy did not result in significant improvements in periodontal clinical attachment level (CAL) gain (p = 0.0730) or linear bone height (p = 0.1858) and width (p = 0.8323) compared to conventional treatments. Notably, volumetric (3D) radiographic assessments indicated significantly enhanced bone volume regeneration in stem cell-treated groups (p = 0.0218). Overall, stem cell therapy shows promising potential in craniomaxillofacial bone regeneration, but heterogeneity among studies underscores the need for further standardized clinical trials to establish definitive benefits, as well as consistent reporting.

Systematic review registration: The protocol of this systematic review was registered on PROSPERO with the ID CRD42024619352.

由于颅颌面骨的解剖复杂性和传统重建技术的局限性,颅颌面骨再生面临着巨大的临床挑战。基于干细胞的治疗已经成为一种有希望的替代方法,因为干细胞利用多谱系分化和旁分泌信号的能力来增强组织再生。尽管如此,干细胞治疗的总体临床疗效仍然是一个有争议的话题。在这项系统综述和荟萃分析中,我们旨在全面评估干细胞治疗在口腔和颅面骨再生中的安全性和有效性。2024年7月,我们对PubMed/MEDLINE、Scopus、Embase和Web of Science进行了全面检索,确定了59项符合条件的前瞻性研究,包括随机对照试验(rct)、对照临床试验和单臂研究,每项研究的参与者超过5人。随机研究使用Cochrane RoB 2工具评估偏倚风险,非随机研究使用ROBINS-I工具评估偏倚风险。纳入的研究包括广泛的手术指征,如牙槽裂修复、牙槽嵴增强、窦底增强、牙周缺损再生、下颌骨折处理、病理性骨缺损修复和颞下颌关节紊乱。超过四分之三的研究使用骨髓抽吸(BMA)和/或间充质干细胞(MSCs),无论是单独使用还是与生物材料支架结合使用。在不同的治疗过程中,干细胞治疗具有临床和组织学上的益处,特别是在再生骨的质量和成熟度方面。荟萃分析显示,干细胞的添加显著改善了再生骨的组织学质量(p = 0.0446),尽管这种增强在放射学评估中并不明显(p = 0.1094)。此外,荟萃分析表明,与常规治疗相比,干细胞治疗没有显著改善牙周临床附着水平(CAL)增益(p = 0.0730)或线性骨高度(p = 0.1858)和宽度(p = 0.8323)。值得注意的是,体积(3D)放射评估显示干细胞处理组骨体积再生显著增强(p = 0.0218)。总的来说,干细胞治疗在颅颌面骨再生方面显示出良好的潜力,但研究之间的异质性强调了进一步标准化临床试验的必要性,以确定明确的益处,以及一致的报告。系统综述注册:本系统综述的方案在PROSPERO上注册,ID为CRD42024619352。
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引用次数: 0
MXene-based functionalized platforms for high-performance MALDI-TOF MS: application in early-stage bloodstream infection biomarker screening. 基于mxene的高性能MALDI-TOF质谱功能化平台:在早期血流感染生物标志物筛选中的应用
IF 4.8 3区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-23 eCollection Date: 2026-01-01 DOI: 10.3389/fbioe.2026.1658138
Wenjia Quan, Yingpo Qiu, Lv Yang, Hao Wang

Introduction: This study developed a MALDI-TOF MS metabolomics analysis method based on MXene nanomaterial functionalization platform for early diagnosis of bloodstream infections (BSI). Currently, BSI detection mainly relies on methods such as blood culture, PCR, and single biomarkers (such as PCT, CRP), which have problems such as long detection time, low sensitivity, and insufficient specificity. Therefore, it is urgent to establish a high-throughput detection technology that is fast, sensitive, and capable of multidimensional analysis.

Method: This study synthesized and characterized MXene nanomaterials, and utilized their ultra-high specific surface area and controllable surface functional groups to construct MXene matrices, significantly improving the enrichment and ionization efficiency of serum metabolites. We used this platform to perform metabolic profiling analysis on 50 BSI positive samples and 50 non BSI control samples, and analyzed the data using principal component analysis (PCA), orthogonal partial least squares discriminant analysis (OPLS-DA), and heatmaps.

Result: The platform achieved an area under the curve (AUC) of 0.981, a sensitivity of 92%, and a specificity of 96% in BSI diagnosis, demonstrating superior performance compared to traditional single biomarkers. Further screening identified multiple potential metabolic markers (M/Z=203.64, 206.75, 218.67, 220.70), all of which had AUCs higher than 0.969.

Discussion: This study not only confirmed the application potential of MXene in mass spectrometry, but also provided a highly sensitive and high-throughput metabonomics technology platform for early screening of infectious diseases. This progress is expected to promote the transformation of BSI diagnosis from single indicator detection to multidimensional metabolic fingerprint analysis.

本研究基于MXene纳米材料功能化平台,建立了一种用于血流感染(BSI)早期诊断的MALDI-TOF MS代谢组学分析方法。目前BSI检测主要依靠血培养、PCR、单一生物标志物(如PCT、CRP)等方法,存在检测时间长、灵敏度低、特异性不足等问题。因此,迫切需要建立一种快速、灵敏、能进行多维分析的高通量检测技术。方法:本研究合成并表征了MXene纳米材料,利用其超高比表面积和可控的表面官能团构建MXene基质,显著提高了血清代谢物的富集和电离效率。利用该平台对50份BSI阳性样本和50份非BSI对照样本进行代谢谱分析,并利用主成分分析(PCA)、正交偏最小二乘判别分析(OPLS-DA)和热图对数据进行分析。结果:该平台诊断BSI的曲线下面积(AUC)为0.981,灵敏度为92%,特异性为96%,优于传统的单一生物标志物。进一步筛选发现多个潜在代谢标志物(M/Z=203.64、206.75、218.67、220.70),auc均大于0.969。讨论:本研究不仅证实了MXene在质谱上的应用潜力,也为传染病的早期筛查提供了一个高灵敏度、高通量的代谢组学技术平台。这一进展有望推动BSI诊断从单一指标检测向多维代谢指纹分析转变。
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引用次数: 0
Clinical biomarkers and biosensors for early detection of metabolic dysfunction-associated steatohepatitis (MASH): a translational perspective. 代谢功能障碍相关脂肪性肝炎(MASH)早期检测的临床生物标志物和生物传感器:翻译视角
IF 4.8 3区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-23 eCollection Date: 2026-01-01 DOI: 10.3389/fbioe.2026.1748835
Fareeha Arshad, Raja Chinnappan, Dieter C Broering, Dimitri Aristotle Raptis, Tanveer Ahmad Mir, Mohammed Imran Khan, Ahmed Yaqinuddin

Nonalcoholic steatohepatitis (NASH) or metabolic dysfunction-associated steatohepatitis (MASH) is a long-term chronic liver disease condition that stems from nonalcoholic fatty liver disease (NAFLD) and results from multiple factors, including lifestyle, metabolic dysfunction, and genetic predisposition. The increasing prevalence of NAFLD in the global population is expected to reach over 35% by 2030. It thus has become a significant public health concern because of its association with metabolic syndrome, cardiovascular diseases, diabetes mellitus, and hepatocellular carcinoma. Therefore, early diagnosis is crucial to avoid further liver disease complications and to provide early and effective patient care. Though there are diagnostic measures available for NASH/MASH detection, like biopsy and serological assays, these are mostly invasive and do not provide the complete picture of the liver condition. Point-of-care diagnostics like biosensors can help overcome these limitations by allowing for a rapid, inexpensive, and more straightforward diagnostic method that also aligns with the present global health needs. Moreover, integrating artificial intelligence and machine learning approaches for automated analysis alongside real-time cloud-based reporting and telehealth interfaces can potentially aid in expanding the utility of these systems into integrated diagnostic systems. Through this review, we aim to address the interplay of technological innovation, public health significance, and implementation barriers in advancing biosensor diagnostics for effective and reliable detection of NASH/MASH for better liver health.

非酒精性脂肪性肝炎(NASH)或代谢功能障碍相关脂肪性肝炎(MASH)是一种源于非酒精性脂肪性肝病(NAFLD)的长期慢性肝病,由多种因素引起,包括生活方式、代谢功能障碍和遗传易感性。到2030年,全球人口中NAFLD的患病率预计将达到35%以上。因此,由于其与代谢综合征、心血管疾病、糖尿病和肝细胞癌有关,它已成为一个重要的公共卫生问题。因此,早期诊断对于避免进一步的肝脏疾病并发症和提供早期有效的患者护理至关重要。虽然有可用的NASH/MASH检测诊断方法,如活检和血清学检测,但这些大多是侵入性的,不能提供肝脏状况的全貌。像生物传感器这样的即时诊断可以帮助克服这些限制,因为它允许一种快速、廉价和更直接的诊断方法,而且这种方法也符合当前的全球卫生需求。此外,将用于自动分析的人工智能和机器学习方法与基于实时云的报告和远程医疗接口相结合,可能有助于将这些系统的效用扩展到综合诊断系统中。通过这篇综述,我们旨在解决技术创新、公共卫生意义和推进生物传感器诊断以有效可靠地检测NASH/MASH以改善肝脏健康的实施障碍之间的相互作用。
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引用次数: 0
Platelet-rich plasma in arthroscopic rotator cuff repair: a meta-analysis of biomaterial efficacy and future directions for personalized sports medicine. 富血小板血浆在关节镜下肩袖修复:生物材料疗效的荟萃分析和个性化运动医学的未来方向。
IF 4.8 3区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-23 eCollection Date: 2025-01-01 DOI: 10.3389/fbioe.2025.1665007
Fan Donghua, Lu Wei, Sun Di, Ying Pu, Wang Qiang, Shen Yingchao, Shi Mingfei, Sun Xin

Background: Rotator cuff tears represent a prevalent musculoskeletal challenge with high postoperative retear rates despite surgical advances. Platelet-rich plasma (PRP) has emerged as a promising biological adjunct in arthroscopic repair, though clinical evidence remains inconsistent regarding its efficacy in improving structural and functional outcomes.

Methods: This PRISMA-guided meta-analysis evaluated 13 randomized controlled trials (n = 880 patients) comparing PRP-augmented versus conventional arthroscopic rotator cuff repair. Primary outcomes included retear rates and functional scores (UCLA, Constant, SST, ASES, VAS). Statistical analysis employed fixed/random-effects models with subgroup analyses of PRP formulations and tear characteristics.

Results: PRP augmentation significantly improved functional outcomes, with mean differences of 1.82 points (95% CI: 1.13-2.51) for UCLA scores, 2.31 points (95% CI: 1.02-3.61) for Constant scores, and 0.43 points (95% CI: 0.11-0.75) for SST scores (all p < 0.01). VAS pain scores decreased by 0.23 points (95% CI: -0.41 to -0.05, p = 0.01). However, retear rates showed no significant reduction (RR = 0.71, 95% CI: 0.48-1.05, p = 0.09). Benefits were most pronounced in medium/large tears treated with leukocyte-poor PRP and double-row repairs (I2 = 0-40% for functional outcomes). Conclusion: While PRP enhances early functional recovery and pain control after rotator cuff repair, its capacity to improve structural integrity remains unproven. Clinical implementation requires standardization of PRP protocols and targeted application in patients with larger tears. Future research should investigate optimized biomaterial formulations and personalized treatment strategies.

背景:肩袖撕裂是一种常见的肌肉骨骼挑战,尽管手术进展,但术后再撕裂率很高。富血小板血浆(PRP)已成为关节镜修复中一种很有前景的生物辅助药物,尽管临床证据仍不一致,但其在改善结构和功能结局方面的有效性仍不一致。方法:这项prisma引导的荟萃分析评估了13项随机对照试验(n = 880例患者),比较prp增强与常规关节镜下肩袖修复。主要结局包括失忆率和功能评分(UCLA、Constant、SST、ASES、VAS)。统计分析采用固定/随机效应模型,并对PRP配方和撕裂特征进行亚组分析。结果:PRP增强显著改善了功能结局,UCLA评分的平均差异为1.82分(95% CI: 1.13-2.51), Constant评分的平均差异为2.31分(95% CI: 1.02-3.61), SST评分的平均差异为0.43分(95% CI: 0.11-0.75)(均p < 0.01)。VAS疼痛评分降低0.23分(95% CI: -0.41 ~ -0.05, p = 0.01)。然而,反诉率没有显著降低(RR = 0.71, 95% CI: 0.48-1.05, p = 0.09)。使用白细胞缺乏的PRP和双排修复治疗中/大泪液的益处最为明显(I2 = 0-40%的功能结果)。结论:虽然PRP可以增强肩袖修复后的早期功能恢复和疼痛控制,但其改善结构完整性的能力尚未得到证实。临床实施需要PRP方案的标准化和对大撕裂患者的针对性应用。未来的研究应探索优化的生物材料配方和个性化的治疗策略。
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引用次数: 0
Smart nanoplatforms for early detection and immune modulation in lung cancer. 肺癌早期检测和免疫调节的智能纳米平台。
IF 4.8 3区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-22 eCollection Date: 2025-01-01 DOI: 10.3389/fbioe.2025.1734570
Chaoxiao Yu, Haiying Xia, Yanqing Wang, Xueping Liu

Lung cancer is a major cause of cancer related mortality due to delayed diagnosis and limited therapeutic efficiency. Early detection and effective immune modulation are important to control lung cancer. Advancements in nanotechnology have improved oncology due to sensitive, specific, and minimally invasive detection platforms along with immune regulatory therapeutic approaches. Smart nanoplatforms fabricated with high precision and responsiveness have the ability to treat diseases as well as the immune system. These systems combine functional nanomaterials with biomolecular recognition elements to detect biomarkers such as exosomes, DNA, RNA, and proteins. They also facilitate targeted immune activation through checkpoint inhibition, nanovaccines, and tumor microenvironment reprogramming. Moreover, artificial intelligence and machine learning are enhancing the interpretation of complex data, which increases the diagnostic accuracy and predictive power. Despite advances in diagnostic and immune modulation, there are also several challenges related to biological barriers and biocompatibility. This review comprehensively explains the molecular basis of lung cancer, recent progress in nanotechnology based diagnostics and immunotherapy, and the design of multifunctional smart nanoplatforms. Future studies emphasize integrating personalized medicine, digital modeling, and bioinspired nanosystems for clinically translatable solutions in early lung cancer management.

由于诊断迟缓和治疗效率有限,肺癌是癌症相关死亡的主要原因。早期发现和有效的免疫调节是控制肺癌的重要手段。纳米技术的进步由于其灵敏、特异和微创的检测平台以及免疫调节治疗方法而改善了肿瘤学。具有高精度和高响应性的智能纳米平台具有治疗疾病和免疫系统的能力。这些系统结合了功能纳米材料和生物分子识别元件来检测生物标志物,如外泌体、DNA、RNA和蛋白质。它们还通过检查点抑制、纳米疫苗和肿瘤微环境重编程促进靶向免疫激活。此外,人工智能和机器学习正在增强对复杂数据的解释,这提高了诊断的准确性和预测能力。尽管在诊断和免疫调节方面取得了进展,但在生物屏障和生物相容性方面也存在一些挑战。本文综述了肺癌的分子基础、基于纳米技术的诊断和免疫治疗的最新进展以及多功能智能纳米平台的设计。未来的研究强调将个性化医疗、数字建模和生物启发纳米系统整合到早期肺癌管理的临床可转化解决方案中。
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引用次数: 0
Comparison of correction formulas for intraocular pressure measured by Goldmann tonometer following various refractive surgeries (FS-LASIK, SMILE, tPRK). 不同屈光手术(FS-LASIK, SMILE, tPRK)后Goldmann眼压测量矫正公式的比较
IF 4.8 3区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-22 eCollection Date: 2026-01-01 DOI: 10.3389/fbioe.2026.1735079
Jie Tong, Kai Zhou, HongJiang Wu, YeWei Zhao, ZhanHao Gu, YiQian Li, JiaHui Zong, XuanYa Tong, XiaoFei Zhou, LuMeng Wang, ShiHao Chen, Jia Qu, QinMei Wang, DongYe Xu, Ahmed Elsheikh, FangJun Bao

Objective: This study aims to compare different intraocular pressure (IOP) correction formulas in post-refractive surgery patients who underwent Femtosecond Laser-Assisted In Situ Keratomileusis (FS-LASIK), Small Incision Lenticule Extraction (SMILE), and Trans-epithelial Photorefractive Keratectomy (tPRK), and to identify the most accurate formula for correcting IOP values measured by Goldmann applanation tonometer (GAT).

Methods: This prospective study included 160 patients (160 eyes) who underwent FS-LASIK (58 eyes), SMILE (52 eyes), or tPRK (50 eyes) at the Eye Hospital, Wenzhou Medical University. IOP was measured using GAT and Dynamic Contour Tonometry (DCT) preoperatively and 3 months postoperatively. Optical zone diameter, ablation depth (AD), residual stromal thickness, refractive error correction, central corneal thickness (CCT), and mean corneal curvature (Km) were collected. Fourteen published GAT correction formulas (F1-F14) were applied to postoperative GAT values and compared with preoperative measurements. Differences between pre- and postoperative DCT readings served as a reference.

Results: In FS-LASIK and SMILE, formulas F3, F4, and F11 showed superior correction performance. In FS-LASIK, the mean differences, concordance correlation coefficients (CCC), and proportions of differences within ±2 mmHg were closer to or better than the DCT reference (0.58, 0.572, 55.17%), with F3 (0.25, 0.372, 72.41%), F4 (0.20, 0.373, 63.79%), and F11 (0.04, 0.324, 67.24%) showing high agreement. Similarly, in SMILE, F3 (0.25, 0.379, 57.69%), F4 (0.22, 0.375, 61.54%), and F11 (0.01, 0.399, 63.46%) outperformed or approximated DCT (0.86, 0.447, 44.23%). In tPRK, F1 (0.18, 0.653, 64.00%) and F2 (0.25, 0.316, 62.00%) provided better correction than DCT (0.19, 0.493, 56.00%).

Conclusion: Formulas F3, F4, and F11 are applicable for GAT IOP correction in both FS-LASIK and SMILE eyes. F1 and F2 are more suitable for tPRK; the preoperative IOP parameters included in F1 may lead to assessment bias, making F2 the recommended choice when preoperative IOP is unavailable.

目的:本研究旨在比较屈光术后行飞秒激光辅助原位角膜磨除术(FS-LASIK)、小切口晶状体摘除术(SMILE)和经上皮性光屈光性角膜切除术(tPRK)患者的不同眼压矫正公式,并确定最准确的矫正Goldmann压眼压计(GAT)测量的眼压值的公式。方法:本前瞻性研究纳入160例(160眼)在温州医科大学眼科医院行FS-LASIK手术(58眼)、SMILE手术(52眼)、tPRK手术(50眼)的患者。术前和术后3个月分别采用GAT和动态轮廓眼压仪(DCT)测量IOP。采集光区直径、消融深度(AD)、剩余间质厚度、屈光不正确率、角膜中央厚度(CCT)和平均角膜曲率(Km)。将14个已发表的GAT校正公式(F1-F14)应用于术后GAT值,并与术前测量值进行比较。术前和术后DCT读数的差异作为参考。结果:在FS-LASIK和SMILE中,F3、F4和F11的矫正效果较好。FS-LASIK的平均差值、一致性相关系数(CCC)、±2 mmHg范围内的差值比例接近或优于DCT参考值(0.58、0.572、55.17%),其中F3(0.25、0.372、72.41%)、F4(0.20、0.373、63.79%)、F11(0.04、0.324、67.24%)一致性较高。同样,在SMILE中,F3 (0.25, 0.379, 57.69%), F4(0.22, 0.375, 61.54%)和F11(0.01, 0.399, 63.46%)优于或近似DCT(0.86, 0.447, 44.23%)。在tPRK中,F1(0.18, 0.653, 64.00%)和F2(0.25, 0.316, 62.00%)的校正效果优于DCT(0.19, 0.493, 56.00%)。结论:公式F3、F4、F11均适用于FS-LASIK和SMILE眼的GAT IOP矫正。F1和F2更适合tPRK;F1中包含的术前IOP参数可能导致评估偏倚,当无法获得术前IOP时,推荐选择F2。
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引用次数: 0
Segmental bioimpedance and anthropometry improve machine learning prediction of grip strength in healthy young adults. 节段生物阻抗和人体测量改进了健康年轻人握力的机器学习预测。
IF 4.8 3区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-22 eCollection Date: 2026-01-01 DOI: 10.3389/fbioe.2026.1736894
Helen Najjar, Khouloud Issa, Heba M Badawe, Massoud L Khraiche

Objective: Accurate, non-invasive assessment of muscle strength remains a key challenge for functional health monitoring and wearable systems. This study investigates whether segmental bioimpedance (BioZ) and anthropometry measurements from the wrist and forearm can predict hand grip strength (HGS) in healthy young adults, and characterizes how measurement site, frequency, and applied pressure influence BioZ signal behavior, which are critical factors for translating BioZ into wearable applications.

Methods: We recruited twenty healthy young adults who underwent standardized HGS testing alongside segmental BioZ measurements at the wrist and forearm using a bipolar electrode configuration. Anthropometric variables including age, height, body mass, and limb circumference were recorded. Nonparametric statistical analyses were used to examine anatomical site-specific differences and associations among BioZ, circumference, and HGS. Multiple linear regression (MLR) and random forest (RF) regression models were developed to estimate HGS from anthropometric and localized BioZ features and evaluated using leave-one-out cross validation. In addition, exploratory single-subject experiments were conducted to assess BioZ responses to varying frequency, applied pressure, and electrode configuration at both anatomical sites.

Results: At the cohort level, forearm BioZ values were higher than wrist BioZ (p = 0.0001) and inversely correlated with forearm circumference (ρ = -0.54, p = 0.014). Forearm circumference showed the strongest positive association with HGS, while forearm BioZ exhibited a moderate inverse association. Incorporating localized forearm BioZ into baseline improved predictive performance (RF regression: R2 cv = 0.44). A size-normalized BioZ index further enhanced prediction accuracy, achieving the highest in RF regression models (R2 cv = 0.56). Frequency- and pressure-dependent analyses revealed that high-frequency BioZ increased linearly with applied pressure, whereas low-frequency BioZ exhibited non-linear and less stable behavior, suggesting sensitivity to tissue compression and local fluid redistribution.

Conclusion: This pilot study demonstrates that localized, size-normalized forearm BioZ provides physiologically complementary information to basic anthropometry for estimating HGS in healthy young adults. By integrating cohort-level modeling with exploratory mechanistic experiments, the findings provide insight into the anatomical and mechanical determinants of localized BioZ behavior. This supports the potential utility of combining experimental and computational approaches to inform the future development of next-generation BioZ-based wearable systems for non-invasive assessment of muscle strength, rehabilitation progress, and early signs of muscular decline.

目的:准确、无创的肌肉力量评估仍然是功能性健康监测和可穿戴系统的关键挑战。本研究调查了部分生物阻抗(BioZ)和来自手腕和前臂的人体测量是否可以预测健康年轻人的手握力(HGS),并描述了测量地点、频率和施加压力如何影响BioZ信号行为,这是将BioZ转化为可穿戴应用的关键因素。方法:我们招募了20名健康的年轻成年人,他们使用双极电极配置在手腕和前臂进行标准化HGS测试和节段BioZ测量。人体测量变量包括年龄、身高、体重和肢体围度。非参数统计分析用于检验解剖部位特异性差异和BioZ、周长和HGS之间的关联。建立多元线性回归(MLR)和随机森林(RF)回归模型,从人体测量和局部BioZ特征估计HGS,并使用留一交叉验证进行评估。此外,还进行了探索性的单受试者实验,以评估BioZ对不同频率、施加压力和两个解剖部位电极配置的反应。结果:在队列水平上,前臂BioZ值高于手腕BioZ值(p = 0.0001),且与前臂围度呈负相关(ρ = -0.54, p = 0.014)。前臂围度与HGS呈显著正相关,前臂BioZ呈中度负相关。将局部前臂BioZ纳入基线可提高预测性能(RF回归:R2 cv = 0.44)。尺寸归一化的BioZ指数进一步提高了预测精度,在RF回归模型中达到最高(R2 cv = 0.56)。频率和压力相关分析表明,高频BioZ随施加压力呈线性增加,而低频BioZ表现出非线性和不稳定的行为,表明对组织压缩和局部流体再分配的敏感性。结论:这项初步研究表明,局部、尺寸标准化的前臂BioZ为基本人体测量提供了生理上的补充信息,用于估计健康年轻人的HGS。通过将队列水平模型与探索性机制实验相结合,研究结果提供了对局部BioZ行为的解剖学和力学决定因素的见解。这支持了实验和计算方法相结合的潜在效用,为下一代基于bioz的可穿戴系统的未来发展提供信息,用于非侵入性评估肌肉力量、康复进展和肌肉衰退的早期迹象。
{"title":"Segmental bioimpedance and anthropometry improve machine learning prediction of grip strength in healthy young adults.","authors":"Helen Najjar, Khouloud Issa, Heba M Badawe, Massoud L Khraiche","doi":"10.3389/fbioe.2026.1736894","DOIUrl":"https://doi.org/10.3389/fbioe.2026.1736894","url":null,"abstract":"<p><strong>Objective: </strong>Accurate, non-invasive assessment of muscle strength remains a key challenge for functional health monitoring and wearable systems. This study investigates whether segmental bioimpedance (BioZ) and anthropometry measurements from the wrist and forearm can predict hand grip strength (HGS) in healthy young adults, and characterizes how measurement site, frequency, and applied pressure influence BioZ signal behavior, which are critical factors for translating BioZ into wearable applications.</p><p><strong>Methods: </strong>We recruited twenty healthy young adults who underwent standardized HGS testing alongside segmental BioZ measurements at the wrist and forearm using a bipolar electrode configuration. Anthropometric variables including age, height, body mass, and limb circumference were recorded. Nonparametric statistical analyses were used to examine anatomical site-specific differences and associations among BioZ, circumference, and HGS. Multiple linear regression (MLR) and random forest (RF) regression models were developed to estimate HGS from anthropometric and localized BioZ features and evaluated using leave-one-out cross validation. In addition, exploratory single-subject experiments were conducted to assess BioZ responses to varying frequency, applied pressure, and electrode configuration at both anatomical sites.</p><p><strong>Results: </strong>At the cohort level, forearm BioZ values were higher than wrist BioZ (p = 0.0001) and inversely correlated with forearm circumference (ρ = -0.54, p = 0.014). Forearm circumference showed the strongest positive association with HGS, while forearm BioZ exhibited a moderate inverse association. Incorporating localized forearm BioZ into baseline improved predictive performance (RF regression: R<sup>2</sup> <sub>cv</sub> = 0.44). A size-normalized BioZ index further enhanced prediction accuracy, achieving the highest in RF regression models (R<sup>2</sup> <sub>cv</sub> = 0.56). Frequency- and pressure-dependent analyses revealed that high-frequency BioZ increased linearly with applied pressure, whereas low-frequency BioZ exhibited non-linear and less stable behavior, suggesting sensitivity to tissue compression and local fluid redistribution.</p><p><strong>Conclusion: </strong>This pilot study demonstrates that localized, size-normalized forearm BioZ provides physiologically complementary information to basic anthropometry for estimating HGS in healthy young adults. By integrating cohort-level modeling with exploratory mechanistic experiments, the findings provide insight into the anatomical and mechanical determinants of localized BioZ behavior. This supports the potential utility of combining experimental and computational approaches to inform the future development of next-generation BioZ-based wearable systems for non-invasive assessment of muscle strength, rehabilitation progress, and early signs of muscular decline.</p>","PeriodicalId":12444,"journal":{"name":"Frontiers in Bioengineering and Biotechnology","volume":"14 ","pages":"1736894"},"PeriodicalIF":4.8,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12872933/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146141013","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ex-PALM: a negative pressure ventilation system for air leak evaluation in ex vivo lungs. ex - palm:一种用于体外肺空气泄漏评估的负压通气系统。
IF 4.8 3区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-22 eCollection Date: 2025-01-01 DOI: 10.3389/fbioe.2025.1725254
Mark Vartazarmian, Alexandre Abid, Rodin Chermat, Maxime Têtu, Luciano Bulgarelli Maqueda, Arman Sarshoghi, Saman Naghieh, Delphine Périé, Moishe Liberman

Introduction: Prolonged air leaks (PAL) are considered to be one of the leading causes of postoperative complications following lung surgery. There are currently no clinically relevant methods for efficiently and systematically evaluating the underlying causes of PAL. Here, we introduce a new intuitive, physiologically-representative system for ex vivo negative pressure ventilation of lungs, equipped with PAL-oriented features.

Methods: Reproducibility and system capabilities were assessed using a lung simulation model capable of controlling the effective area of the defect, then validated with ex vivo specimens.

Results: Our system enables dynamic control of ventilation using either pressure (PCV) or volume (VCV) targets, with respective standard deviations of ±0.08 cm H2O and ±2.1 mL with moderate air leaks (<1,000 mL/min) and respective standard deviations of ±0.18 cm H2O and ±11 mL with severe air leaks (>1,000 mL/min). Additionally, leak quantification features proved comparable to that of the Thopaz+ (Medela Healthcare, Baar, Switzerland), a standard commercial digital thoracic drainage system, offering sufficient resolution to differentiate among clinically relevant air leaks. In the lower leak ranges (<400 mL/min) across all methods of evaluations, there were no significant differences between measured leak rates. For higher leak ranges, although there remained no significant differences between the Ex-PALM methods evaluated, the Thopaz + proved to systematically report lower leak rates values (Thopaz+ 420.0 ± 10.0 mL/min vs. PCV-derived 449.0 ± 19.9 mL/min, p < 0.05) and (Thopaz+ 1,200.0 + 0.0 mL/min vs. PCV-derived 1,239.7 ± 21.1 mL/min, p < 0.001). Unlike current systems, coughing was predictably replicated using peak pressure targets ranging from 100 to 300 cm H2O with a standard deviation of ±1.30 cm H2O from target. Our system allows extraction of biomechanical parameters at every breath, with theoretically expected pressures matching experimental measurements with a goodness fit value (R2) above 0.95 for the vast majority of breaths.

Discussion: The Ex vivo Pulmonary Air Leak Model (Ex-PALM) provides a preclinical PAL testing platform with high translational potential and applications in studying biomechanical mechanisms of PAL and developing intraoperative mitigation strategies.

简介:长时间的空气泄漏(PAL)被认为是肺部手术后并发症的主要原因之一。目前临床上还没有相关的方法来有效、系统地评估PAL的潜在原因。在这里,我们介绍了一种新的直观、具有生理代表性的体外肺负压通气系统,该系统具有PAL导向的特点。方法:使用能够控制缺陷有效面积的肺模拟模型评估再现性和系统功能,然后用离体标本进行验证。结果:我们的系统可以使用压力(PCV)或容积(VCV)目标动态控制通风,其标准偏差分别为±0.08 cm H2O和±2.1 mL,空气泄漏适度(1,000 mL/min)。此外,泄漏量化功能被证明可与Thopaz+ (Medela Healthcare, Baar, Switzerland)相媲美,Thopaz+是一种标准的商用数字胸腔引流系统,可提供足够的分辨率来区分临床相关的空气泄漏。在较低的泄漏范围内(Thopaz+证明系统报告较低的泄漏率值(Thopaz+ 420.0±10.0 mL/min vs. pcv衍生的449.0±19.9 mL/min, p < 0.05)和(Thopaz+ 1200.0 + 0.0 mL/min vs. pcv衍生的1239.7±21.1 mL/min, p < 0.001)。与目前的系统不同,咳嗽可预测地复制使用峰值压力目标范围为100至300 cm H2O,与目标的标准差为±1.30 cm H2O。我们的系统允许在每次呼吸时提取生物力学参数,理论上预期的压力与实验测量值相匹配,绝大多数呼吸的优度拟合值(R2)高于0.95。讨论:体外肺气漏模型(Ex- palm)提供了一个临床前PAL测试平台,在研究PAL的生物力学机制和制定术中缓解策略方面具有很高的转化潜力和应用价值。
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引用次数: 0
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Frontiers in Bioengineering and Biotechnology
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