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19 pages, 25828 KB  
Article
Volumetric Imaging of Ex Vivo Oral Mucosa Specimens with Multi-Scale Wide Field-of-View Optical Coherence Tomography/Microscopy in Near-Infrared-II Window
by Chuan-Bor Chueh, Shih-Jung Cheng, Hui-Hsin Ko, Ming-Che Tu, Ting-Hao Chen and Hsiang-Chieh Lee
Diagnostics 2026, 16(11), 1681; https://doi.org/10.3390/diagnostics16111681 - 29 May 2026
Viewed by 232
Abstract
Background/Objectives: Intraoperative margin assessments of oral squamous cell carcinoma (SCC) are fundamentally limited by sampling errors and freezing artifacts inherent to standard frozen section analysis. We developed a mobile, multi-scale, wide field-of-view (FOV) swept-source optical coherence tomography/microscopy (SS-OCT/OCM) system operating in the Near-Infrared-II [...] Read more.
Background/Objectives: Intraoperative margin assessments of oral squamous cell carcinoma (SCC) are fundamentally limited by sampling errors and freezing artifacts inherent to standard frozen section analysis. We developed a mobile, multi-scale, wide field-of-view (FOV) swept-source optical coherence tomography/microscopy (SS-OCT/OCM) system operating in the Near-Infrared-II (NIR-II) window (1.68 μm) to provide a rapid, non-destructive, volumetric evaluation of excised oral mucosal tissues. Methods: To correlate optical images with histopathology, we engineered a custom 3D-printed tissue cassette that physically mitigates macroscopic shrinkage during scanning and subsequent tissue fixation. A three-axis motorized assembly extends the effective imaging FOV without compromising resolution, while a custom 3D multi-resolution pyramid stitching algorithm synthesizes wide-FOV mosaics. Results: The customized cassette enabled precise, one-to-one spatial correlation between optical volumes and histopathology sections. Crucially, a 3 × 3 mosaic scan acquired with a 10× objective balanced imaging resolution and acquisition time, providing sufficient structural clarity to visualize basement membrane loss—a hallmark of SCC invasion. Conclusions: This 1.68 μm, fully automatic, multiscale SS-OCT/OCM platform demonstrates the feasibility of serving as a rapid, three-dimensional imaging tool for potential future use as an adjunct to conventional frozen sections. Full article
(This article belongs to the Collection Biomedical Optics: From Technologies to Applications)
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16 pages, 391 KB  
Review
Organizational Career Management as a Developmental System: Collective Leadership Behaviors and the Enactment of Career Support
by Manabu Fujimoto
Adm. Sci. 2026, 16(5), 222; https://doi.org/10.3390/admsci16050222 - 12 May 2026
Viewed by 562
Abstract
Career development spans higher education through post-entry adaptation, retention, and transition. Organizational career management (OCM) links human resource management, career attitudes, and employability, yet lacks a coherent account of how organizational provisions become concrete developmental experience in daily work. This article re-specifies OCM [...] Read more.
Career development spans higher education through post-entry adaptation, retention, and transition. Organizational career management (OCM) links human resource management, career attitudes, and employability, yet lacks a coherent account of how organizational provisions become concrete developmental experience in daily work. This article re-specifies OCM as a developmental system comprising four layers: OCM as superordinate architecture, developmental HR practices as implementation infrastructure, developmental networks as a relational access layer, and proactive career behaviors/career self-management (CSM) as self-regulatory behaviors conditioned by institutional and relational support. The central contribution is proposing collective leadership behaviors (CLB) as a candidate for specifying the missing workplace-practice layer. Developmental networks explain who employees turn to for support; CLB explains how support is enacted in team interaction so that organizational provision becomes developmentally usable. CLB is treated not as shared leadership or a substitute for supervisor support, but as enacted workplace practice once institutional provision and relational access are in place. Because empirical studies linking CLB to career development remain limited, this framework advances as a theory-building integrative review: developmental networks matter most when the bottleneck is access to heterogeneous support, whereas CLB matters most when support exists but is not yet enacted as usable developmental experience. Full article
(This article belongs to the Section Leadership)
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17 pages, 7086 KB  
Article
Investigation of the Effects of Cadherin 23 and Oncomodulin on Early Progressive Hearing Loss Using a New Oncomodulin Mouse Model
by Mi-Jung Kim, Robert J. Fuentes, Yingjie Zhou and Jing Zheng
Int. J. Mol. Sci. 2026, 27(9), 3835; https://doi.org/10.3390/ijms27093835 - 25 Apr 2026
Viewed by 472
Abstract
Oncomodulin (OCM) is the most abundant Ca2+ buffering protein found in mature outer hair cells (OHCs). Cadherin 23 (CDH23) is a crucial component of the tip-links in hair cell stereocilia. The absence or dysfunction of these two proteins contributes to the early [...] Read more.
Oncomodulin (OCM) is the most abundant Ca2+ buffering protein found in mature outer hair cells (OHCs). Cadherin 23 (CDH23) is a crucial component of the tip-links in hair cell stereocilia. The absence or dysfunction of these two proteins contributes to the early onset of age-related hearing loss (AHL). In this study, we investigated the effects of the Cdh23753G→A mutation on OHC function using new Ocm-knockout (KO) mouse models (Ocmtm1a/tm1a) with or without the Cdh23753G→A mutation. Despite having the same genetic background, Ocm-KO mice carrying the Cdh23753G→A mutation displayed a notable decline in OHC function across all measured frequencies as early as three months of age. In contrast, Ocm-KO mice without the Cdh23753G→A mutation did not exhibit comparable hearing loss until they reached twelve months of age. Additionally, we examined the role of OCM in preserving OHC function under ototoxic stress induced by HPβCD (2-hydroxypropyl-β-cyclodextrin). The distortion product otoacoustic emission data show that the administration of HPβCD resulted in a more pronounced decline in OHC function in Ocm-KO mice compared to wild-type (WT) mice. Time-lapse recording also shows that HPβCD treatment led to greater structural deterioration and more rapid rupture events in OHCs from Ocm-KO mice than in those from WT mice. These findings suggest that the Cdh23753G→A mutation, rather than other potential strain-specific genetic factors associated with AHL, significantly exacerbates the early onset of AHL phenotypes in Ocm-KO mice. Furthermore, our data indicates that the OCM protein in OHCs enhances their ability to withstand ototoxic stimuli. Full article
(This article belongs to the Special Issue Hearing Loss: Molecular Biological Insights, 2nd Edition)
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21 pages, 8107 KB  
Article
Lens Alternatives to Microscope Objectives in Optical Coherence Microscopy for Ultra-High-Resolution Imaging
by Xinjie Zhu, Zijian Zhang, Samuel Lawman, Xingyu Yang, Yalin Zheng and Yaochun Shen
Photonics 2026, 13(4), 384; https://doi.org/10.3390/photonics13040384 - 17 Apr 2026
Viewed by 838
Abstract
Ultrahigh lateral resolution (UHLR) optical coherence tomography (OCT) technology, also called optical coherence microscopy (OCM), has gained popularity, especially in the field of biomedical imaging. In these systems, high numerical aperture (NA) Microscope objectives (MO) are employed in OCM systems to offer better [...] Read more.
Ultrahigh lateral resolution (UHLR) optical coherence tomography (OCT) technology, also called optical coherence microscopy (OCM), has gained popularity, especially in the field of biomedical imaging. In these systems, high numerical aperture (NA) Microscope objectives (MO) are employed in OCM systems to offer better than 3 µm lateral resolution. However, in the implemented broadband OCM configuration, the use of complex multi-element microscope objectives can reduce the detected returned signal compared with a simpler imaging lens configuration. This reduction in detected returned signals can become an important practical limitation in many OCM applications, particularly for biomedical imaging when high imaging speed is crucial. This study investigates whether a single off-the-shelf lens can provide a practical alternative to conventional MOs, achieving higher throughput while maintaining reasonable spatial resolution. We systematically evaluated 14 commercial lenses using Zemax OpticStudio simulations, identifying an aspherized achromatic lens (Edmund Optics #85302) that best met these key criteria. To validate its feasibility for OCM, performance was tested in both Full-Field Time-Domain OCM (FF-TD-OCM) and Line-Field Spectral-Domain OCM (LF-SD-OCM) configurations. Using a broadband composite Superluminescent Diode (SLD) source (750–920 nm), we quantified the resolvable features, axial resolution, and overall light transmission. The validated system demonstrated near-diffraction-limited performance. In the LF-SD-OCM setup, it successfully resolved features as fine as Group 8, Element 6, corresponding to a 2.2 µm line pair pitch (~1.1 µm line width) and achieved a 2.86 µm axial resolution in air. A through-focus comparison further showed practically useful contrast retention around focus. Additional imaging of onion epidermal tissue and ex vivo porcine corneal tissue demonstrated that the proposed lens could provide interpretable structural images on representative biological samples. Under the tested LF-SD-OCM detection configuration, the selected lens delivered approximately 2.0 dB higher returned signal than the Mitutoyo MY10X-823 objective according to 1.59× larger received signal. Full article
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22 pages, 548 KB  
Article
Association Between Folic Acid Use and Serum One-Carbon Metabolism-Related Metabolites in Maternal and Cord Blood of Japanese Pregnant Women
by Yoshinori Kubo, Hideoki Fukuoka, Kumiko Shoji, Chisato Mori, Kenichi Sakurai, Midori Yamamoto, Masazumi Nishikawa, Kyoichi Oshida and Terue Kawabata
Metabolites 2026, 16(4), 215; https://doi.org/10.3390/metabo16040215 - 25 Mar 2026
Viewed by 1113
Abstract
Background/Objectives: Folic acid (FA) intake impacts one-carbon metabolism (OCM), which is crucial for fetal development and epigenetic regulation. While FA supplementation is known to lower homocysteine levels, its comprehensive effects on OCM-related metabolites in maternal and cord blood remain unclear. This study [...] Read more.
Background/Objectives: Folic acid (FA) intake impacts one-carbon metabolism (OCM), which is crucial for fetal development and epigenetic regulation. While FA supplementation is known to lower homocysteine levels, its comprehensive effects on OCM-related metabolites in maternal and cord blood remain unclear. This study aimed to investigate the association between FA use and serum OCM-related metabolite profiles in Japanese pregnant women. Methods: We analyzed 146 mother-infant pairs from the Chiba study of Mother and Child Health (C-MACH) cohort. Blood samples were collected in early pregnancy, late pregnancy, and at delivery (maternal and cord blood). FA use was assessed via self-administered questionnaires. Serum concentrations of 18 OCM-related metabolites, including 5-methyltetrahydrofolate (5-MTHF) and homocysteine, were measured using LC-MS/MS. Results: FA users exhibited significantly higher 5-MTHF and lower total homocysteine concentrations in maternal blood at all time points and in cord blood compared to non-users. Compared to non-users, FA users exhibited a lower serine/glycine ratio in early pregnancy, a higher betaine/DMG ratio in maternal blood at delivery, and higher S-adenosylmethionine and total cysteine concentrations in maternal blood during late pregnancy. In cord blood, unmetabolized folic acid concentrations did not differ significantly between FA users and non-users. Furthermore, the cord-to-maternal 5-MTHF ratio was significantly lower in FA users. Conclusions: Our findings suggest that FA use during pregnancy may contribute to the optimization of OCM in both the mother and fetus. Full article
(This article belongs to the Special Issue One-Carbon Metabolism in Pregnant Women, Fetuses, and Infants)
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22 pages, 4598 KB  
Article
Deep Learning Based Correction Algorithms for 3D Medical Reconstruction in Computed Tomography and Macroscopic Imaging
by Tomasz Les, Tomasz Markiewicz, Malgorzata Lorent, Miroslaw Dziekiewicz and Krzysztof Siwek
Appl. Sci. 2026, 16(4), 1954; https://doi.org/10.3390/app16041954 - 15 Feb 2026
Viewed by 642
Abstract
This paper introduces a hybrid two-stage registration framework for reconstructing three-dimensional (3D) kidney anatomy from macroscopic slices, using CT-derived models as the geometric reference standard. The approach addresses the data-scarcity and high-distortion challenges typical of macroscopic imaging, where fully learning-based registration (e.g., VoxelMorph) [...] Read more.
This paper introduces a hybrid two-stage registration framework for reconstructing three-dimensional (3D) kidney anatomy from macroscopic slices, using CT-derived models as the geometric reference standard. The approach addresses the data-scarcity and high-distortion challenges typical of macroscopic imaging, where fully learning-based registration (e.g., VoxelMorph) often fails to generalize due to limited training diversity and large nonrigid deformations that exceed the capture range of unconstrained convolutional filters. In the proposed pipeline, the Optimal Cross-section Matching (OCM) algorithm first performs constrained global alignment—translation, rotation, and uniform scaling—to establish anatomically consistent slice initialization. Next, a lightweight deep-learning refinement network, inspired by VoxelMorph, predicts residual local deformations between consecutive slices. The core novelty of this architecture lies in its hierarchical decomposition of the registration manifold: the OCM acts as a deterministic geometric anchor that neutralizes high-amplitude variance, thereby constraining the learning task to a low-dimensional residual manifold. This hybrid OCM + DL design integrates explicit geometric priors with the flexible learning capacity of neural networks, ensuring stable optimization and plausible deformation fields even with few training examples. Experiments on an original dataset of 40 kidneys demonstrated that the OCM + DL method achieved the highest registration accuracy across all evaluated metrics: NCC = 0.91, SSIM = 0.81, Dice = 0.90, IoU = 0.81, HD95 = 1.9 mm, and volumetric agreement DCVol = 0.89. Compared to single-stage baselines, this represents an average improvement of approximately 17% over DL-only and 14% over OCM-only, validating the synergistic contribution of the proposed hybrid strategy over standalone iterative or data-driven methods. The pipeline maintains physical calibration via Hough-based grid detection and employs Bézier-based contour smoothing for robust meshing and volume estimation. Although validated on kidney data, the proposed framework generalizes to other soft-tissue organs reconstructed from optical or photographic cross-sections. By decoupling interpretable global optimization from data-efficient deep refinement, the method advances the precision, reproducibility, and anatomical realism of multimodal 3D reconstructions for surgical planning, morphological assessment, and medical education. Full article
(This article belongs to the Special Issue Engineering Applications of Hybrid Artificial Intelligence Tools)
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15 pages, 3739 KB  
Article
FRY Mediates THP1-Driven Ovarian Cancer Invasion Through the PI3K/AKT Pathway
by Jin-Hyung Kim, Minjun Choi, Jae-Yoon Kim, Soo-Yeon Woo, Woo Yeon Hwang and Jung-Hye Choi
Cells 2026, 15(3), 289; https://doi.org/10.3390/cells15030289 - 3 Feb 2026
Viewed by 925
Abstract
Ovarian cancer remains the most lethal gynecological malignancy, largely due to its early dissemination and extensive peritoneal metastasis. The tumor microenvironment (TME), particularly tumor-associated macrophages, promotes this invasive phenotype; however, the precise molecular effectors linking immune-to-tumor signaling remain unclear. We identified FRY, a [...] Read more.
Ovarian cancer remains the most lethal gynecological malignancy, largely due to its early dissemination and extensive peritoneal metastasis. The tumor microenvironment (TME), particularly tumor-associated macrophages, promotes this invasive phenotype; however, the precise molecular effectors linking immune-to-tumor signaling remain unclear. We identified FRY, a microtubule-binding protein previously uncharacterized in ovarian pathology, as a critical mediator of macrophage-driven invasion. We observed that conditioned medium from ovarian cancer-stimulated macrophages (OCM) robustly induced FRY expression in ovarian cancer cells. Clinically, elevated FRY levels correlate with advanced tumor stage and poor patient survival. Functionally, FRY knockdown significantly abrogated OCM-induced invasion without affecting cell viability, highlighting its specific role in motility. Mechanistically, FRY facilitates epithelial–mesenchymal transition (EMT) and acts as an essential downstream effector of the PI3K/AKT signaling cascade; notably, FRY was required for AKT1-driven invasive behaviors. Furthermore, we identified the transcription factor NFIX as a key regulator of FRY expression. Macrophage-derived signals upregulate NFIX, which directly regulates FRY transcription. Pharmacological inhibition of the CXCR1/2 axis with reparixin effectively blocked OCM-mediated induction of both NFIX and FRY, suggesting that chemokine signaling initiates this pro-invasive loop. Collectively, these findings suggest that FRY is a macrophage-driven mediator of invasion and underscore its potential relevance in ovarian cancer. Full article
(This article belongs to the Special Issue Targeting Tumor Microenvironments for Enhanced Cancer Immunotherapy)
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13 pages, 313 KB  
Article
Comparison of N-Terminal Pro-B-Type Natriuretic Peptide Between Cats with Cardiogenic Arterial Thromboembolism and Cats with Occult Cardiomyopathy Without Arterial Thromboembolism
by Michelle A. Oranges, Lisa M. Freeman, Elizabeth A. Rozanski, Emily T. Karlin and John E. Rush
Animals 2026, 16(2), 157; https://doi.org/10.3390/ani16020157 - 6 Jan 2026
Viewed by 1113
Abstract
To help assess the relationship between N-terminal pro-B-type natriuretic peptide (NT-proBNP) and feline cardiogenic arterial thromboembolism (ATE), the objective of this retrospective study was to compare plasma NT-proBNP concentrations between cats with cardiomyopathy that developed ATE (ATE group) and cats with occult cardiomyopathy [...] Read more.
To help assess the relationship between N-terminal pro-B-type natriuretic peptide (NT-proBNP) and feline cardiogenic arterial thromboembolism (ATE), the objective of this retrospective study was to compare plasma NT-proBNP concentrations between cats with cardiomyopathy that developed ATE (ATE group) and cats with occult cardiomyopathy that did not develop ATE within 1 year of testing (occult cardiomyopathy [OCM] group). Cats with cardiomyopathy and congestive heart failure (CHF) but no ATE (CHF group) were included for comparison. Cats with cardiomyopathy that had NT-proBNP testing were classified into ATE, OCM, or CHF groups. Clinical, echocardiographic, treatment, and NT-proBNP data from medical records were reviewed and compared among groups. A receiver operating characteristic curve was generated to develop a cutoff point for NT-proBNP. Cats were then compared based on this cutoff point. The ATE group (n = 25) had significantly higher NT-proBNP concentrations than the OCM group (n = 31; p < 0.001); there was no significant difference in NT-proBNP concentrations between the ATE and CHF groups (p = 0.92). The estimated optimal NT-proBNP cutoff point to separate OCM and ATE groups was 491 pmol/L (sensitivity = 96.0%, specificity = 93.5%). Cats with NT-proBNP > 491 pmol/L had a larger left atrium, thicker left ventricle, lower fractional shortening, and higher prevalence of spontaneous echogenic contrast and left atrial thrombi on echocardiography. These preliminary, hypothesis-generating findings suggest that NT-proBNP concentrations > 491 pmol/L may help detect cats with OCM at risk for ATE, but given the limitations of this retrospective study, prospective studies are needed to evaluate the potential utility of this measurement. Full article
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26 pages, 753 KB  
Article
The Influence of Organizational Climate on Work Engagement: Evidence from the Greek Industrial Sector
by Evdokia Tsoni, Vera Lazanaki and Kleanthis Katsaros
Adm. Sci. 2025, 15(11), 413; https://doi.org/10.3390/admsci15110413 - 24 Oct 2025
Cited by 5 | Viewed by 6028
Abstract
In today’s rapidly evolving and competitive business settings, sustaining work engagement has become a strategic imperative for organizations across sectors. Although work engagement research has traditionally emphasized individual and leadership factors, less is known about how specific dimensions of organizational climate shape work [...] Read more.
In today’s rapidly evolving and competitive business settings, sustaining work engagement has become a strategic imperative for organizations across sectors. Although work engagement research has traditionally emphasized individual and leadership factors, less is known about how specific dimensions of organizational climate shape work engagement, particularly in industrial contexts. This study examines the relationship between organizational climate and work engagement in the Greek manufacturing sector—an underexplored setting characterized by labor-intensive operations, and economic volatility. Grounded in the Job Demands–Resources (JD–R) model and using the Organizational Climate Measure (OCM), data were collected from 151 industrial employees. Findings revealed that perceptions of employee welfare, supervisory support, and integration were positively associated with work engagement, with welfare showing the strongest zero-order association. In multivariable models, no single facet independently reached significance, yet their combined contribution explained a small but meaningful share of variance in engagement. Furthermore, work engagement moderated the relationship between supervisory support and perceived integration, indicating that highly engaged employees are better able to translate support into collaborative behaviors and stronger alignment. These results highlight the strategic value of promoting supportive climates and integrating well-designed, work engagement-focused interventions within fundamental organizational practices. Full article
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20 pages, 1543 KB  
Article
Performance Evaluation of Different Reactor Concepts for the Oxidative Coupling of Methane on Miniplant Scale
by Tim Karsten, Abigail Perez Ortiz, Reinhard Schomäcker and Jens-Uwe Repke
Methane 2025, 4(4), 25; https://doi.org/10.3390/methane4040025 - 21 Oct 2025
Cited by 1 | Viewed by 1456
Abstract
In this study, three different reactor concepts for the oxidative coupling of methane (OCM) reaction are examined at the miniplant scale. Their performance and response to variations in key process parameters, such as temperature and gas hourly space velocity (GHSV), are evaluated over [...] Read more.
In this study, three different reactor concepts for the oxidative coupling of methane (OCM) reaction are examined at the miniplant scale. Their performance and response to variations in key process parameters, such as temperature and gas hourly space velocity (GHSV), are evaluated over a wide range. In addition to the conventional Packed Bed Reactor (PBR), Packed Bed Membrane Reactor (PBMR), and Chemical Looping Reactor (CLR) approaches were tested. The PBMR was realized with a porous ceramic α-Alumina membrane as air/O2 distributor. The CLR was operated in a poly-cyclic operation. Similarities of the different reactor concepts as well as layout-immanent differences with regard to changes in reaction conditions could be identified and advantages and disadvantages of the processes highlighted. The results show that C2 selectivity can be improved by both PBMR and CLR in comparison to conventional PBR, possibly reducing cost-intensive downstream units. While a PBMR can slightly improve selectivity (23%) while keeping the same conversion compared to a PBR, the use of a CLR allows for achieving exceptionally high selectivities of up to 90%. In order to address the low conversion, CLR tests were carried out with an additional O2 carrier material, which led to a significant improvement in terms of C2 yield. In addition to an evaluation and comparison of the different reactor concepts, the findings at the miniplant scale provide estimates of their potential use and scalability. Full article
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29 pages, 5676 KB  
Article
OCM: An Overcapacity Mapping-Based Virtual Disk Approach for Large-Scale Storage
by Songfu Tan and Ligu Zhu
Electronics 2025, 14(20), 4091; https://doi.org/10.3390/electronics14204091 - 17 Oct 2025
Viewed by 1085
Abstract
In large-scale distributed storage simulations, disk simulation plays a critical role in evaluating system reliability, scalability, and performance. However, the existing virtual disk technologies face challenges in supporting ultra-large capacities and high-concurrency workloads under constrained physical resources. To address this limitation, we propose [...] Read more.
In large-scale distributed storage simulations, disk simulation plays a critical role in evaluating system reliability, scalability, and performance. However, the existing virtual disk technologies face challenges in supporting ultra-large capacities and high-concurrency workloads under constrained physical resources. To address this limitation, we propose an overcapacity mapping (OCM) virtual disk technology that substantially reduces simulation costs while preserving functionality similar to real physical disks. OCM integrates thin provisioning and data deduplication at the Linux Device Mapper layer to construct virtual disks whose logical capacities greatly exceed their physical capacities. We further introduce an SSD-based tiered asynchronous I/O strategy to mitigate performance bottlenecks under high-concurrency random read/write workloads. Our experimental results show that OCM achieves substantial space savings in scenarios with data duplication. In high-concurrency workloads involving small-block random I/O, cache acceleration yields up to 7.8× write speedup and 248.2× read speedup. Moreover, we deploy OCM in a Kubernetes environment to construct a Ceph system with 3 PB logical capacity using only 8.8 TB of physical resources, achieving 98.36% disk cost savings. Full article
(This article belongs to the Topic Recent Advances in Security, Privacy, and Trust)
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19 pages, 7178 KB  
Article
Pvalb8, a Type of Oncomodulin, Regulates Neuromast Development and Auditory Function in Zebrafish
by Guiyi Zhang, Qianqian Li, Ying Xu, Hanmeng Zhao, Chao Yang, Dong Liu and Jie Gong
Cells 2025, 14(19), 1572; https://doi.org/10.3390/cells14191572 - 9 Oct 2025
Viewed by 1111
Abstract
Congenital hearing loss, frequently resulting from defective hair cells, remains poorly understood due to the incomplete identification of key pathogenic genes. Oncomodulin (OCM) is a kind of calcium-binding protein (CaBP) that regulates diverse cellular processes and is thought to play crucial roles in [...] Read more.
Congenital hearing loss, frequently resulting from defective hair cells, remains poorly understood due to the incomplete identification of key pathogenic genes. Oncomodulin (OCM) is a kind of calcium-binding protein (CaBP) that regulates diverse cellular processes and is thought to play crucial roles in auditory function. In teleost fish, parvalbumin 8 (pvalb8) and parvalbumin 9 (pvalb9) belong to the oncomodulin lineage and are highly expressed in hair cells. In this study, we first reported the oncomodulin lineage function in fish and identified pvalb8 as an essential regulator of hair cell development. Single-cell RNA sequencing (scRNA-seq) and whole-mount in situ hybridization (WISH) revealed that pvalb8 is highly and specifically expressed in supporting cells and hair cells. Functional loss of pvalb8, achieved via CRISPR/Cas9 knockout or morpholino knockdown, resulted in reduced neuromast size and a significant decrease in neuromast hair cell number, leading to auditory behavioral deficits. In addition, pvalb9 mutants exhibited hair cell defects similar to those observed in pvalb8 mutants, including a significant reduction in hair cell number. Moreover, pvalb8 loss strongly inhibited the proliferation of supporting cells, which likely accounts for the reduced number of differentiated hair cells. The expression levels of Wnt target genes, axin2, ccnd1, and myca, were all significantly reduced in pvalb8 mutants compared to control zebrafish, while activation of the Wnt signaling pathway rescued the hair cell loss observed in pvalb8 mutants, indicating that pvalb8 promotes hair cell development via Wnt-dependent proliferative signaling. These findings highlight pvalb8 as a critical factor in the regulation of auditory hair cell formation and function in zebrafish, offering new insights into the role of oncomodulin lineage in sensory cell development. Full article
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25 pages, 1549 KB  
Article
Tissue-Specific Mitochondrial Functionality and Mitochondrial-Related Gene Profiles in Response to Maternal Nutrition and One-Carbon Metabolite Supplementation During Early Pregnancy in Heifers
by Kazi Sarjana Safain, Matthew S. Crouse, Mara R. Hirchert, Yssi L. Entzie, Jessica G. Syring, Mojtaba Daneshi, Muhammad Anas, Layla E. King, Lawrence P. Reynolds, Pawel P. Borowicz, Carl R. Dahlen, Alison K. Ward, Joel S. Caton and Kendall C. Swanson
Animals 2025, 15(18), 2689; https://doi.org/10.3390/ani15182689 - 14 Sep 2025
Cited by 3 | Viewed by 1197
Abstract
Background: Mitochondria are essential for fetal development, regulating energy metabolism and metabolic programming. This study examined how maternal nutrition and one-carbon metabolite (OCM) supplementation during early gestation affect mitochondrial function in fetal liver and muscle at day 161 of gestation in beef heifers. [...] Read more.
Background: Mitochondria are essential for fetal development, regulating energy metabolism and metabolic programming. This study examined how maternal nutrition and one-carbon metabolite (OCM) supplementation during early gestation affect mitochondrial function in fetal liver and muscle at day 161 of gestation in beef heifers. Methods: Twenty-nine crossbred Angus heifers were assigned to one of four treatments in a 2 × 2 factorial design: control (CON; 0.45 kg/day ADG) or restricted gain (RES; −0.23 kg/day), with or without OCM supplementation. Treatments were applied from breeding to day 63 of gestation, after which all heifers received a common diet. Fetal liver and muscle tissues were collected at day 161. Mitochondrial respiration (Seahorse assay), mtDNA copy number (qPCR), and mitochondria-related gene expression (RNA-seq) were assessed. Results: In fetal liver, state 3 respiration was highest in CON + OCM, while state 4o respiration was lowest in RES + OCM (p ≤ 0.05). mtDNA copy number was greater in RES and +OCM groups. In fetal muscle, mtDNA copy number was influenced by gain, but respiration was unaffected. Transcriptomic analysis revealed more mitochondria-related differentially expressed genes (mtDEGs) in fetal muscle than liver (90% versus 10% of total mtDEG), with most genes downregulated in the RES and +OCM groups compared to the CON and −OCM groups (FDR ≤ 0.10). Conclusions: OCM supplementation enhanced mitochondrial respiration and biogenesis in fetal liver, likely via post-translational mechanisms. In contrast, fetal muscle showed downregulation of mitochondria-related genes without functional changes, indicating transcriptional reprogramming with potential effects on later metabolic function. These results underscore early gestation as a critical window for OCM-based nutritional interventions to improve metabolic outcomes in livestock. Full article
(This article belongs to the Collection Comparative Animal Nutrition and Metabolism)
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28 pages, 3794 KB  
Article
A Robust System for Super-Resolution Imaging in Remote Sensing via Attention-Based Residual Learning
by Rogelio Reyes-Reyes, Yeredith G. Mora-Martinez, Beatriz P. Garcia-Salgado, Volodymyr Ponomaryov, Jose A. Almaraz-Damian, Clara Cruz-Ramos and Sergiy Sadovnychiy
Mathematics 2025, 13(15), 2400; https://doi.org/10.3390/math13152400 - 25 Jul 2025
Cited by 1 | Viewed by 2001
Abstract
Deep learning-based super-resolution (SR) frameworks are widely used in remote sensing applications. However, existing SR models still face limitations, particularly in recovering contours, fine features, and textures, as well as in effectively integrating channel information. To address these challenges, this study introduces a [...] Read more.
Deep learning-based super-resolution (SR) frameworks are widely used in remote sensing applications. However, existing SR models still face limitations, particularly in recovering contours, fine features, and textures, as well as in effectively integrating channel information. To address these challenges, this study introduces a novel residual model named OARN (Optimized Attention Residual Network) specifically designed to enhance the visual quality of low-resolution images. The network operates on the Y channel of the YCbCr color space and integrates LKA (Large Kernel Attention) and OCM (Optimized Convolutional Module) blocks. These components can restore large-scale spatial relationships and refine textures and contours, improving feature reconstruction without significantly increasing computational complexity. The performance of OARN was evaluated using satellite images from WorldView-2, GaoFen-2, and Microsoft Virtual Earth. Evaluation was conducted using objective quality metrics, such as Peak Signal-to-Noise Ratio (PSNR), Structural Similarity Index Measure (SSIM), Edge Preservation Index (EPI), and Perceptual Image Patch Similarity (LPIPS), demonstrating superior results compared to state-of-the-art methods in both objective measurements and subjective visual perception. Moreover, OARN achieves this performance while maintaining computational efficiency, offering a balanced trade-off between processing time and reconstruction quality. Full article
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12 pages, 505 KB  
Article
Comparison of XEN45 Gel Stent Outcomes in Glaucoma: Ab Externo Open-Conjunctiva Approach with Ologen vs. Ab Interno Closed-Conjunctiva Approach
by Sean J. Jin, Sharon Y. Kim, Jared Tallo, Harkaran S. Rana, Sorana Raiciulescu, Morohunranti O. Oguntoye-Ouma and Won I. Kim
J. Clin. Med. 2025, 14(13), 4426; https://doi.org/10.3390/jcm14134426 - 21 Jun 2025
Cited by 2 | Viewed by 1111
Abstract
Background/Objectives: This study evaluated the efficacy and safety of the ab externo open-conjunctiva (AEO) approach with adjunctive Ologen collagen matrix (OCM) compared to ab interno closed-conjunctiva (AIC) techniques for XEN45 gel stent implantation in patients with refractory open-angle glaucoma. The goal was to [...] Read more.
Background/Objectives: This study evaluated the efficacy and safety of the ab externo open-conjunctiva (AEO) approach with adjunctive Ologen collagen matrix (OCM) compared to ab interno closed-conjunctiva (AIC) techniques for XEN45 gel stent implantation in patients with refractory open-angle glaucoma. The goal was to determine whether the AEO with OCM approach offers advantages in intraocular pressure (IOP) control and postoperative outcomes. Methods: A retrospective, comparative case series was conducted on 76 eyes from 76 patients with open-angle glaucoma who underwent XEN45 implantation between 2017 and 2022 at a single tertiary center. The patients were divided into Group 1 (AEO with OCM, n = 47) and Group 2 (AIC, n = 29). Postoperative IOP, the number of glaucoma medications, surgical complications, bleb revisions, and failure rates were recorded over 12 months. The AEO technique, supported by OCM, was assessed for its potential to reduce postoperative fibrosis and improve long-term outcomes. Results: Both groups experienced significant IOP reductions over time compared to baseline. However, Group 1 had superior outcomes, requiring fewer glaucoma medications postoperatively (p < 0.05), and demonstrated lower rates of complications (10.6% vs. 31.0%, p = 0.026) and bleb revisions (8.5% vs. 34.5%, p = 0.005). Kaplan–Meier survival analysis showed significantly greater cumulative surgical success in Group 1 compared to Group 2 (p < 0.001). Conclusions: The AEO with OCM approach to XEN45 implantation may provide improved safety and efficacy compared to the AIC approach. It appears to be beneficial in minimizing postoperative fibrosis, reducing the medication burden, and lowering complication and failure rates. Prospective randomized trials are needed to validate these findings. Full article
(This article belongs to the Special Issue Clinical Debates in Minimally Invasive Glaucoma Surgery (MIGS))
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