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20 pages, 2481 KB  
Article
From RAMP to Triplex RT-qPCR: Modernizing Arbovirus Surveillance and Confirming the First Aedes aegypti in Idaho
by Heather M. Ward, James J. Lunders and Chris Ocegueda
Pathogens 2026, 15(4), 406; https://doi.org/10.3390/pathogens15040406 - 8 Apr 2026
Abstract
West Nile virus (WNV) remains the most frequently reported locally acquired arboviral infection in the United States, yet many small and mid-sized mosquito abatement districts lack the diagnostic capacity and integrated data systems needed for rapid detection and response. The Canyon County Mosquito [...] Read more.
West Nile virus (WNV) remains the most frequently reported locally acquired arboviral infection in the United States, yet many small and mid-sized mosquito abatement districts lack the diagnostic capacity and integrated data systems needed for rapid detection and response. The Canyon County Mosquito Abatement District (CCMAD) in southwestern Idaho undertook a multi-year capacity-building effort to expand arbovirus surveillance, standardize mosquito identification and pooling procedures, and implement triplex RT-qPCR testing for WNV, Western equine encephalitis virus (WEEV), and St. Louis encephalitis virus (SLEV). Historical trapping datasets (2021–2025) were consolidated, geospatially harmonized, and grouped into biologically meaningful sampling units to enable multi-year spatial comparisons. Surveillance revealed recurrent WNV activity annually, with peak transmission occurring between epidemiological weeks 31 and 37. The highest WNV activity occurred in 2023 and 2025, with 192 and 92 positive pools, respectively, while no WEEV or SLEV detections were observed. Enhanced laboratory capacity reduced sample-processing times, decreased the reliance on external confirmatory testing, lowered per-pool testing costs, and enabled same-day reporting to operational staff. In 2025, routine gravid trap surveillance detected a single Aedes aegypti, which was identified morphologically and subsequently confirmed by DNA barcoding, prompting targeted follow-up trapping. CCMAD’s integrated approach provides a scalable model for strengthening local surveillance and response capabilities in resource-limited settings. Full article
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11 pages, 1438 KB  
Case Report
A Case of Avian Influenza Co-Infection and Multifactorial Diseases in a Broiler Chicken Farm in Majalengka, West Java, Indonesia
by Tyagita Hartady, Sarah Darmawan Sugandi and Muhammad Viqih
Vet. Sci. 2026, 13(4), 364; https://doi.org/10.3390/vetsci13040364 - 8 Apr 2026
Abstract
Poultry disease outbreaks are frequently multifactorial, involving complex interactions between infectious agents and environmental stressors. This report describes a case of avian influenza (AI) co-infection in a commercial broiler farm located in Majalengka, West Java, Indonesia, where a total of 11,000 birds exhibited [...] Read more.
Poultry disease outbreaks are frequently multifactorial, involving complex interactions between infectious agents and environmental stressors. This report describes a case of avian influenza (AI) co-infection in a commercial broiler farm located in Majalengka, West Java, Indonesia, where a total of 11,000 birds exhibited increased mortality during the grow-out period. Diagnostic investigations included pathological examination, serological testing—such as hemagglutination inhibition (HI) assays for AI H5 and H9, enzyme-linked immunosorbent assay (ELISA) for infectious bronchitis, and rapid testing for Mycoplasma gallisepticum—Polymerase Chain Reaction (PCR) analysis, fecal flotation for coccidiosis, and an environmental assessment measuring ammonia levels, humidity, and heat stress index. Pathological findings revealed tracheitis, airsacculitis, thymitis, bursitis, perihepatitis, ascites, petechial hemorrhages, nephromegaly, and enteritis, indicating a complex disease process. Serological results demonstrated exposure to AI H9 and H5, with differing infection dynamics, while the uneven distribution of infectious bronchitis antibodies suggested field challenges. Additionally, partial exposure to Mycoplasma gallisepticum was observed. PCR results were negative at the time of sampling, consistent with post-infection phases. Environmental evaluation revealed elevated ammonia levels, excessive humidity, and a high heat stress index. In conclusion, the increased mortality was associated with avian influenza co-infection, complicated by secondary infections and adverse environmental conditions. Full article
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9 pages, 2797 KB  
Article
A Whole-Blood Point-of-Care Test for Highly Specific Serodiagnosis of Human Cysticercosis
by Lakkhana Sadaow, Patcharaporn Boonroumkaew, Rutchanee Rodpai, Oranuch Sanpool, Tongjit Thanchomnang, Marcello Otake Sato, Pewpan M. Intapan, Hiroshi Yamasaki, Yasuhito Sako, Toni Wandra, Kadek Swastika and Wanchai Maleewong
Pathogens 2026, 15(4), 399; https://doi.org/10.3390/pathogens15040399 - 7 Apr 2026
Abstract
Background: Human cysticercosis, caused by the larval stage (cysticerci) of the pork tapeworm Taenia solium, is an important zoonotic disease. The disease is prevalent in developing countries where porcine cysticercosis is common and undercooked pork is habitually consumed. Objective: This study aimed [...] Read more.
Background: Human cysticercosis, caused by the larval stage (cysticerci) of the pork tapeworm Taenia solium, is an important zoonotic disease. The disease is prevalent in developing countries where porcine cysticercosis is common and undercooked pork is habitually consumed. Objective: This study aimed to develop an immunochromatography-based test kit for the rapid diagnosis of human cysticercosis using low-molecular-weight antigens purified from cyst fluid of the T. solium Asian genotype to detect specific IgG antibodies in whole blood. The kit was designated as “the cysticercosis whole-blood test kit (iCys WB kit).” Methods: It was evaluated under laboratory conditions using 164 whole-blood samples, of which 21 were from confirmed cysticercosis cases. The results of the iCys WB kit, which detects anti-T. solium (cysticercus) antibodies in simulated whole blood samples, were compared with results from corresponding human serum samples. Results: When using both sample types, iCys WB kit demonstrated an accuracy of 98.8%, a sensitivity of 91.7%, a specificity of 100%, a positive likelihood ratio of 0, a negative likelihood ratio of 0.083, and an ROC area of 0.96. The agreement between results obtained from simulated whole-blood and serum samples showed perfect concordance. Conclusions: The iCys WB kit is a valuable easy-to-handle diagnostic tool and may be applicable for supporting clinical diagnosis at the point of care. Full article
(This article belongs to the Section Parasitic Pathogens)
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20 pages, 11231 KB  
Article
YOLO-Based Shading Artifact Reduction for CBCT-to-MDCT Translation Using Two-Stage Learning
by Yangheon Lee and Hyun-Cheol Park
Mathematics 2026, 14(7), 1223; https://doi.org/10.3390/math14071223 - 6 Apr 2026
Abstract
Cone-beam computed tomography (CBCT) offers advantages of low radiation dose and rapid acquisition but suffers from scatter-induced shading artifacts that limit diagnostic value compared to multi-detector CT (MDCT). While CycleGAN enables unpaired image translation, its uniform loss application struggles with localized artifact removal. [...] Read more.
Cone-beam computed tomography (CBCT) offers advantages of low radiation dose and rapid acquisition but suffers from scatter-induced shading artifacts that limit diagnostic value compared to multi-detector CT (MDCT). While CycleGAN enables unpaired image translation, its uniform loss application struggles with localized artifact removal. We propose a two-stage learning framework with YOLO-based region correction loss. Stage 1 trains a standard CycleGAN to establish stable CBCT-MDCT domain mapping. Stage 2 fine-tunes the model by applying gradient magnitude minimization loss selectively to artifact regions detected by a pretrained YOLO detector, enabling focused correction while preserving anatomical structures. Using 11,000 2D CBCT slices from 17 patients (14 training, 3 testing) and 23,500 2D MDCT slices from 50 patients, our method achieves a 14.0% reduction in artifact score compared to baseline CycleGAN while maintaining high structural similarity (SSIM > 0.96). Independent evaluation using integral nonuniformity (INU) and shading index (SI) confirms consistent improvement across physics-based metrics. The self-regulating mechanism, where YOLO detection confidence naturally decreases as artifacts diminish, provides automatic adjustment without manual intervention. This work demonstrates that combining staged learning with object detection offers an effective solution for localized artifact removal in medical image translation, potentially improving diagnostic accuracy while preserving the low-dose benefits of CBCT. Full article
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18 pages, 736 KB  
Perspective
Do We Need a New Diagnostic Model for Lung Cancer—Are We Ready? A Narrative Review of European Rapid Diagnostic Programs and an Operational Unified FTC-LCU Model
by Joanna Maksymowicz-Jaroszuk, Lukasz Minarowski and Robert Marek Mroz
Cancers 2026, 18(7), 1167; https://doi.org/10.3390/cancers18071167 - 4 Apr 2026
Viewed by 179
Abstract
Background: Lung cancer (LC) remains the leading cause of cancer-related mortality worldwide. Survival outcomes are strongly stage-dependent. Many patients are diagnosed at advanced stages due to pre-clinical and diagnostic delays. While advances in imaging, bronchoscopic techniques, molecular diagnostics, and systemic therapies have improved [...] Read more.
Background: Lung cancer (LC) remains the leading cause of cancer-related mortality worldwide. Survival outcomes are strongly stage-dependent. Many patients are diagnosed at advanced stages due to pre-clinical and diagnostic delays. While advances in imaging, bronchoscopic techniques, molecular diagnostics, and systemic therapies have improved individualized treatment, system-level delays continue to limit their impact. Aim of the study: The aim of this narrative review is a synthesis with an implementation-oriented framework proposal. Part I synthesizes the peer-reviewed literature, Part II presents an operational framework integrating a Fast Trac Clinic (FTC) and a network of Lung Cancer Units (LCUs) including proposed turnaround-time (TAT) goals. Methods: A narrative review of the literature of selected European policy documents addressing diagnostic delays, rapid-access lung cancer pathways, and coordinated care models was conducted. Results: European models demonstrate that structured referral criteria, centralized coordination, and predefined interval targets can achieve the first specialist assessment within 7–10 days and the completion of diagnostics within 21–28 days in optimized settings. Key determinants of timeliness include: direct primary care referral, parallel diagnostic processes, prioritized pathology and molecular testing, and multidisciplinary team (MDT) assessment. We propose operational TAT targets for chest CT, PET-CT, histopathology, NGS, PFTs, and MDT decision-making. Conclusions: Reducing avoidable diagnostic and therapeutic delays in LC requires a coordinated, system-level approach. A standardized FTC-LCU pathway with explicit TAT benchmarks, multidisciplinary governance, and digital support infrastructure may improve diagnostic efficiency, increase the proportion of patients treated at earlier stages, and enhance patient experience. Prospective evaluation of implementation impact on stage distribution and survival is advised. Full article
(This article belongs to the Section Cancer Causes, Screening and Diagnosis)
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27 pages, 2524 KB  
Review
Malaria in the 21st Century: Global Disease Burden, Epidemiological Insights, and Strategic Control Approaches
by Basmah F. Alharbi and Mawahib A. Ahmed
Biology 2026, 15(7), 575; https://doi.org/10.3390/biology15070575 - 3 Apr 2026
Viewed by 339
Abstract
Malaria remains a major public health issue worldwide and a repeated cause of illness and death in tropical and subtropical areas. It is caused by protozoan parasites of the genus Plasmodium and transmitted through bites of infected female Anopheles mosquitoes, but it can [...] Read more.
Malaria remains a major public health issue worldwide and a repeated cause of illness and death in tropical and subtropical areas. It is caused by protozoan parasites of the genus Plasmodium and transmitted through bites of infected female Anopheles mosquitoes, but it can also be transmitted via blood transfusions, organ transplants, and congenitally from mother to child. Despite decades of intervention efforts, millions of new cases and hundreds of thousands of deaths still occur each year, primarily in low- and middle-income countries. This review summarizes current epidemiological data on the global burden of malaria, mainly from the World Health Organization’s (WHO) World Malaria Report 2024 and Global Burden of Disease estimates. It brings together the latest evidence on worldwide malaria epidemiology, regional trends, determinants, and control strategies, with a particular focus on socio-economic factors, intervention methods, and emerging challenges such as drug resistance, climate change, and limited funding. Disease prevention and management require global, multifactorial approaches that are tailored to the local environment. Strengthening health education with locally relevant knowledge is important to improving outcomes in primary health prevention, secondary health prevention, and tertiary health prevention. The review concludes with a discussion of policy priorities needed in the future to meet the WHO Global Technical Strategy goals for malaria elimination by 2030. Full article
(This article belongs to the Special Issue Ecological Dynamics of Vector-Borne Pathogens: From Hosts to Vectors)
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13 pages, 3076 KB  
Article
A Rapid Visual Detection Method for Fasciola hepatica Based on RAA-CRISPR/Cas12b
by Jiangying Li, Tao Zhang, Jingkai Ai, Zijuan Zhao, Zhi Li, Yong Fu, Dan Jia, Hong Duo, Xiuying Shen, Ru Meng, Yingna Jian and Xueyong Zhang
Animals 2026, 16(7), 1093; https://doi.org/10.3390/ani16071093 - 2 Apr 2026
Viewed by 207
Abstract
Fascioliasis, a globally prevalent zoonosis, severely threatens public health and livestock security. Current diagnostic approaches, hindered by the need for sophisticated instrumentation and specialized expertise, are inadequate for on-site surveillance in resource-constrained settings. This study developed a rapid, visual detection assay for Fasciola [...] Read more.
Fascioliasis, a globally prevalent zoonosis, severely threatens public health and livestock security. Current diagnostic approaches, hindered by the need for sophisticated instrumentation and specialized expertise, are inadequate for on-site surveillance in resource-constrained settings. This study developed a rapid, visual detection assay for Fasciola hepatica via recombinase-aided amplification (RAA) integrated with CRISPR/Cas12b, addressing critical equipment and operational constraints. Targeting a specific mitochondrial DNA fragment of F. hepatica, recombinant plasmid standards were constructed, RAA primers and sgRNA optimized, and three detection modalities (real-time fluorescence, UV lamp, test strip) integrated. Clinical validation against PCR demonstrated 45 min turnaround time, F. hepatica-specific positivity, and real-time fluorescence sensitivity of 2.6 copies/μL. Results showed high concordance with PCR and qPCR, with substantially reduced assay duration and streamlined workflow. This highly sensitive, specific, multi-visualized method overcomes limitations of conventional techniques, offering an efficient, field-deployable tool for fascioliasis surveillance and control in grassroots and pastoral regions. Full article
(This article belongs to the Section Veterinary Clinical Studies)
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11 pages, 980 KB  
Article
Impact of Rapid Viral Testing on Patient Flow and Length of Stay in a Tertiary Pediatric Emergency Department
by Tommaso Bellini, Giorgia Iovinella, Martina Virgilio, Marcello Mariani, Roberto Bandettini, Andrea Pastorino, Simona Matarese, Francesca Canzoneri, Carlotta Pepino, Barbara Vanorio, Barbara Tubino, Emanuela Piccotti and Andrea Moscatelli
Healthcare 2026, 14(7), 925; https://doi.org/10.3390/healthcare14070925 - 2 Apr 2026
Viewed by 168
Abstract
Background. Overcrowding in emergency departments (EDs), particularly pediatric emergency departments (PEDs), remains a significant challenge that affects patient outcomes and the efficiency of healthcare. Rapid diagnostic tests (RDTs) for respiratory viruses could be a promising tool for improving patient management by enabling prompt [...] Read more.
Background. Overcrowding in emergency departments (EDs), particularly pediatric emergency departments (PEDs), remains a significant challenge that affects patient outcomes and the efficiency of healthcare. Rapid diagnostic tests (RDTs) for respiratory viruses could be a promising tool for improving patient management by enabling prompt etiological diagnoses. This study investigated whether positive RDT results for influenza or adenovirus were associated with differences in length of stay (LOS) in a tertiary PED during epidemic seasons. Methods. A retrospective cohort study was conducted at IRCCS Istituto Giannina Gaslini, Genoa, Italy, over two epidemic seasons (December–February, 2023–2025). All consecutive pediatric patients presenting with fever and respiratory symptoms who underwent rapid diagnostic testing for influenza and/or adenovirus during two epidemic seasons were included. LOS was assessed as the time from triage to discharge (TTD) and from physician assignment to discharge (ATD). Patients were stratified by positive versus negative RDT results. Analyses between groups used the Mann–Whitney U-test for continuous variables and chi-square or Fisher’s exact test for categorical variables. A two-tailed p-value < 0.05 was considered significant. Results. Of the 1238 patients analyzed, the median age was 3.3 years (IQR 1.4–7.2), with male predominance (58.1%). A total of 330 patients (26.6%) tested positive. Compared with negative results, positive RDTs were associated with shorter median TTD (217.0 vs. 239.0 min, p < 0.001) and ATD (66.0 vs. 148.5 min, p < 0.001), which was consistent in both the influenza and adenovirus subgroups. No significant difference in 72 h readmission rates was observed between groups. Conclusions. Among children tested with RDTs for influenza and adenovirus, positive results were associated with reduced PED LOS without increasing early return visits. While these findings suggest a potential role in supporting patient flow, conclusions regarding the broader impact on PED overcrowding should be drawn with caution. Further prospective studies, including non-tested controls and additional viral targets, are required. Full article
(This article belongs to the Section Healthcare Organizations, Systems, and Providers)
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14 pages, 4287 KB  
Article
Optimization of the Ignition System Diagnostics Methodology
by Marek Nad, Matus Danko, Dusan Koniar and Michal Frivaldsky
Vehicles 2026, 8(4), 71; https://doi.org/10.3390/vehicles8040071 - 1 Apr 2026
Viewed by 217
Abstract
Regular inspection of ignition systems in internal combustion engine (ICE) vehicles is essential as these checks influence both engine performance and emission levels. While emission testing is mandatory for road vehicles, many industrial combustion devices remain outside routine emission control. During standard service [...] Read more.
Regular inspection of ignition systems in internal combustion engine (ICE) vehicles is essential as these checks influence both engine performance and emission levels. While emission testing is mandatory for road vehicles, many industrial combustion devices remain outside routine emission control. During standard service procedures such as oil changes, the ignition system can be evaluated using electronic diagnostic tools, which are commonly available in licensed service stations. These measurements provide valuable insight into the spark plug condition—a critical factor affecting ignition quality and emission formation. This article presents the design of a diagnostic system based on an oscilloscope equipped with voltage and current probes. Experimental data were obtained directly from test vehicles and include waveform records of electrical quantities, revealing clearly distinguishable differences in component behavior. The proposed system enables rapid and accurate spark plug condition assessment under various operating states. Results confirm that the selected diagnostic approach can identify characteristic variations in ignition components, thereby improving fault detection accuracy. This study introduces an innovative, non-intrusive diagnostic method applicable to the development of modern automotive tools. Overall, this work contributes to enhancing the reliability, efficiency, and emission performance of internal combustion engines. Full article
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14 pages, 1122 KB  
Article
A Probe-Based qPCR Method for Rapid Detection of Ips typographus (Coleoptera: Curculionidae, Scolytinae) in Border Inspections and Forest Surveillance
by Domenico Rizzo, Claudia Gabriela Zubieta, Andrea Marrucci, Michela Moriconi, Bruno Palmigiano, Linda Bartolini, Matteo Bracalini, Antonio Pietro Garonna, Tiziana Panzavolta, Chiara Ranaldi and Elia Russo
Forests 2026, 17(4), 440; https://doi.org/10.3390/f17040440 - 1 Apr 2026
Viewed by 242
Abstract
Ips typographus is one of the most destructive bark beetles affecting conifer forests in Europe, where climatic disturbances and the movement of infested wood can rapidly shift populations from endemic levels to severe outbreaks. Early detection through border inspections and forest monitoring is [...] Read more.
Ips typographus is one of the most destructive bark beetles affecting conifer forests in Europe, where climatic disturbances and the movement of infested wood can rapidly shift populations from endemic levels to severe outbreaks. Early detection through border inspections and forest monitoring is essential to prevent new introductions and limit the spread of established populations. Here, we developed and validated a probe-based TaqMan qPCR assay, targeting the mitochondrial COI barcode region, for the rapid and species-specific detection of I. typographus from both insect material and environmental DNA recovered from frass and exit-hole wood chips. Validation followed EPPO PM7/98(5) guidelines, assessing analytical specificity, sensitivity, repeatability, reproducibility, and inter-laboratory transferability. High analytical specificity was demonstrated against a broad panel of non-target species, and reliable amplification was obtained across different tested matrices. The method showed strong analytical sensitivity, with limits of detection of 0.32 pg/µL for adult-derived DNA and 1.6 pg/µL for artificial frass. Repeatability, reproducibility, and inter-laboratory blind testing further confirmed the diagnostic reliability of the method. This validated qPCR assay provides a rapid and sensitive molecular tool for the early detection of I. typographus, supporting border inspection and phytosanitary diagnostic laboratories in forest biosecurity activities. Full article
(This article belongs to the Section Forest Ecology and Management)
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12 pages, 621 KB  
Article
Clinical Pharmacy in Radiopharmacy: A Cross-Sectional Survey of Practices Within the HUGOPharm Network
by Evan Terrier, Laura Foucault-Fruchard, Nicolas Arlicot, Yann Venel, Mickaël Bourgeois, Serge Maia and Anne-Claire Dupont
Pharmacy 2026, 14(2), 56; https://doi.org/10.3390/pharmacy14020056 - 1 Apr 2026
Viewed by 209
Abstract
Radiopharmacy is a specialized area of hospital pharmacy dedicated to the preparation and appropriate use of radiopharmaceuticals for diagnostic imaging and targeted therapies. While clinical pharmacy activities are well established in many hospital settings, their integration into radiopharmacy remains poorly documented and lacks [...] Read more.
Radiopharmacy is a specialized area of hospital pharmacy dedicated to the preparation and appropriate use of radiopharmaceuticals for diagnostic imaging and targeted therapies. While clinical pharmacy activities are well established in many hospital settings, their integration into radiopharmacy remains poorly documented and lacks standardization, particularly in the context of the rapid development of theranostic applications. This descriptive, cross-sectional study aimed to assess current clinical pharmacy practices in radiopharmacy across the HUGOPharm network. Between July and September 2025, an anonymous online questionnaire was distributed to radiopharmacy teams, collecting information on prescription analysis, biological monitoring, interdisciplinary collaboration, and other clinical pharmacy activities. Descriptive statistics were used to analyze responses. All participating centers reported verifying patient identity and key prescription parameters; however, substantial variability in practices was observed. Pharmacotherapeutic analysis was more frequently performed for therapeutic procedures (71%) than for diagnostic procedures (57%). Pre-procedure biological testing was common in therapeutic contexts (86%) but infrequent for diagnostic applications (29%). No center reported conducting structured medication reviews or pharmaceutical consultations. The implementation of radioligand therapies, such as [177Lu]-PSMA, was associated with enhanced safety checks and increased interdisciplinary collaboration. Overall, clinical pharmacy in radiopharmacy is developing but remains inconsistently implemented. Structured clinical pharmacy activities appear particularly relevant for theranostic procedures and may represent priorities for future practice development to support patient safety and integrated care. Full article
(This article belongs to the Section Pharmacy Practice and Practice-Based Research)
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9 pages, 1362 KB  
Communication
Comfortable Flower Electrodes for Dry EEG in Epilepsy and Clinical Neurophysiology Diagnostics
by Dimitrios Dimitrakopoulos, Justus Marquetand, Joji Kuramatsu, Patrique Fiedler and Johannes Lang
Sensors 2026, 26(7), 2146; https://doi.org/10.3390/s26072146 - 31 Mar 2026
Viewed by 153
Abstract
Dry electroencephalography (EEG) electrodes enable rapid, gel-free setups, which are crucial for point-of-care diagnostics, but often face challenges with comfort and signal quality—especially in a clinical context. Novel “flower” dry electrodes are a special type of reusable scalp electrodes for dry EEG, featuring [...] Read more.
Dry electroencephalography (EEG) electrodes enable rapid, gel-free setups, which are crucial for point-of-care diagnostics, but often face challenges with comfort and signal quality—especially in a clinical context. Novel “flower” dry electrodes are a special type of reusable scalp electrodes for dry EEG, featuring a distinct flower-like shape with angled pins in three intertwined layers. While the new electrode design has been validated in an in vivo study on healthy volunteers, we tested its clinical applicability in a proof-of-concept study involving three patients diagnosed with epilepsy and delirium. The recordings were of high diagnostic quality, enabling the reliable identification of pathological patterns, such as generalized spike–wave complexes and intermittent delta activity, with a signal-to-noise ratio comparable to prior reports for sponge-based EEG systems (limited case series). The signal-to-noise ratio (SNR) proved to be sufficiently high for clinical diagnostic purposes, resulting in visually clear and interpretable EEG data that enabled effective assessment of patients’ neurophysiological signals. Consequently, our findings demonstrate that the comfortable flower-electrode design is a viable and effective tool for epilepsy diagnostics, extended recording, and clinical neurophysiology. It represents a significant step towards patient-centered and gel-free EEG technology, specifically in point-of-care and emergency applications, without compromising the diagnostic quality of the recordings. Full article
(This article belongs to the Section Electronic Sensors)
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22 pages, 313 KB  
Review
Are pfhrp2 and pfhrp3 Deletions a Concern in Latin America? A Critical Review
by Beatriz Pires da Silva, Pablo Secato Fontoura, Cláudio Tadeu Daniel-Ribeiro and Maria de Fátima Ferreira-da-Cruz
Pathogens 2026, 15(4), 368; https://doi.org/10.3390/pathogens15040368 - 31 Mar 2026
Viewed by 311
Abstract
Plasmodium falciparum with deletions in the pfhrp2 and pfhrp3 genes has increasingly challenged national malaria control efforts worldwide by reducing the reliability of HRP2-based rapid diagnostic tests. This review explores available reports and evidence on this issue across Latin America. The results show [...] Read more.
Plasmodium falciparum with deletions in the pfhrp2 and pfhrp3 genes has increasingly challenged national malaria control efforts worldwide by reducing the reliability of HRP2-based rapid diagnostic tests. This review explores available reports and evidence on this issue across Latin America. The results show a varied distribution, with countries such as Peru, Colombia, and Brazil reporting the emergence and spread of multidrug-resistant strains. Meanwhile, Caribbean countries and parts of Central America report low prevalence or no deletions. Understanding these patterns is essential for adjusting surveillance strategies, especially in countries nearing malaria elimination. Full article
(This article belongs to the Special Issue Malaria: Updates on Prevention, Diagnosis, and Treatment)
13 pages, 1747 KB  
Article
Deep Learning Identifies Abnormal Promyelocytes in Peripheral Blood Based on Morphological Analysis
by Gongchen Wang, Guangyu Xu, Yao An, Minghui Xu, Zimeng Li, Yuanwei Feng, Tingting Li, Siqi Li, Mengxin Li, Zhijian Yang and Chunyan Gao
Diagnostics 2026, 16(7), 1039; https://doi.org/10.3390/diagnostics16071039 - 30 Mar 2026
Viewed by 270
Abstract
Background/Objectives: Acute promyelocytic leukemia (APL) is a high-risk subtype of acute myeloid leukemia and requires rapid diagnosis to avoid early mortality. Current clinical diagnostic and genetic tests are time-consuming, expensive, and complex. Notably, all these tests depend on bone marrow aspiration and [...] Read more.
Background/Objectives: Acute promyelocytic leukemia (APL) is a high-risk subtype of acute myeloid leukemia and requires rapid diagnosis to avoid early mortality. Current clinical diagnostic and genetic tests are time-consuming, expensive, and complex. Notably, all these tests depend on bone marrow aspiration and are intensely invasive, resulting in poor patient compliance. This study aimed to develop a rapid, explainable, and accurate auxiliary tool for cell-level detection of abnormal promyelocytes in peripheral blood smears, which can serve as a key clue for suspecting APL. Methods: We developed a multi-stage deep learning (DL) model that automatically read images of peripheral blood smears (PBSs), accurately segmented cells, and identified abnormal promyelocytes using only image data. We retrospectively reviewed a total of 114 bone marrow smears (42 APL patients and 72 non-APL patients) and 158 PBSs (30 APL patients and 128 non-APL patients) at the Fifth Affiliated Hospital of Harbin Medical University and collected 223,123 cell images for training. Then, the efficacy of EfficientDet in APL screening was evaluated with an additional 150 PBSs (50 from APL patients and 100 from non-APL patients) and finally compared with manual microscopy. Results: EfficientDet exhibited superior overall screening performance compared with pathologists in the identification of abnormal promyelocytes. Conclusions: Our findings suggest that the DL approach we describe herein is promising as a practical tool for abnormal promyelocyte detection and early APL screening, raising attention to suspected cases of APL for expert evaluation and further reducing diagnostic delays. Full article
(This article belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)
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16 pages, 622 KB  
Article
Comparative Evaluation of Rapid Nucleic Acids Extraction Methods for Biosensor-Based Point-of-Care Solutions
by Maciej Polak, Aldona Wiatrzyk, Katarzyna Krysztopa-Grzybowska, Karolina Sobiecka, Ewa Mosiej, Marta Prygiel, Robert Ziółkowski, Dawid Jańczak, Katarzyna Pancer, Aleksandra Skiba and Aleksandra Anna Zasada
Biosensors 2026, 16(4), 195; https://doi.org/10.3390/bios16040195 - 28 Mar 2026
Viewed by 295
Abstract
The translation of nucleic acid amplification into practical point-of-care and biosensor-integrated diagnostics is still significantly impeded by the necessity for rapid sample preparation. For this reason, a broad comparison of seven commercially available kits for DNA/RNA extraction containing their temperature-related adjustments was performed. [...] Read more.
The translation of nucleic acid amplification into practical point-of-care and biosensor-integrated diagnostics is still significantly impeded by the necessity for rapid sample preparation. For this reason, a broad comparison of seven commercially available kits for DNA/RNA extraction containing their temperature-related adjustments was performed. Extracts isolated from SARS-CoV-2-positive nasopharyngeal swabs, viral stocks, as well as laboratory-prepared suspensions of clinically relevant Gram-positive and Gram-negative bacteria were evaluated by recombinase polymerase amplification (RPA) and real-time PCR. In addition, the impact of transport media for SARS-CoV-2 samples was investigated. Extraction performance varied markedly according to the kit, pathogen, sample background. For SARS-CoV-2, rapid extraction was more effective for samples collected in viral transport medium than in inactivation buffer. Across bacterial targets, performance was species dependent, highlighting substantial differences in compatibility between simplified extraction workflows and downstream amplification. Among the rapid methods tested, a simplified QuickExtract protocol (95 °C, 5 min) provided the most consistent overall results, although it did not uniformly match the reference silica-based method for all targets. In conclusion, these results demonstrate that rapid nucleic acid extraction must be thoroughly evaluated as an essential element of the entire sample-to-answer workflow, rather than being chosen as a standalone preprocessing step for point-of-care molecular diagnostics. Full article
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