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26 pages, 1908 KB  
Review
Recent Advances in Graphene-Based Field-Effect Transistor Biosensors for Disease Biomarker Detection and Clinical Prospects
by Deeksha Nagpal, Anup Singh, John Link, Abijeet Singh Mehta, Ashok Kumar and Vinay Budhraja
Biosensors 2026, 16(4), 190; https://doi.org/10.3390/bios16040190 (registering DOI) - 26 Mar 2026
Abstract
Field-effect transistor (FET) biosensors using graphene have become one of the most promising biosensing platforms for the early diagnosis of diseases with featu21res such as high sensitivity, label-free detection and application compatibility with point-of-care systems. Herein, we critically discuss recent advances in graphene [...] Read more.
Field-effect transistor (FET) biosensors using graphene have become one of the most promising biosensing platforms for the early diagnosis of diseases with featu21res such as high sensitivity, label-free detection and application compatibility with point-of-care systems. Herein, we critically discuss recent advances in graphene FET (GFET) biosensor development toward clinically relevant biomarkers associated with representative diseases including cancer, neurodegenerative disease, infectious disease, and inflammatory conditions. Recent progress was reviewed to evaluate GFET architectures, surface functionalization methods, and detection quality. The biomarkers explored were clusterin in Alzheimer’s disease, thrombin in coagulopathy, estrogen receptor α (ER-α) in breast cancer, Carcinoembryonic antigen in lung cancer, microRNAs for malignant tumors, exosomes derived from HepG2 for the hepatocellular carcinoma (HCC) cell line, interleukin-6 (IL-6) for chronic obstructive pulmonary disease (COPD), Polyclonal antibodies and antigens (P24) for HIV and prostate-specific antigen for prostate cancer. The developed devices demonstrate ultralow detection limits at femtomolar to attomolar concentrations with the aid of designed antibodies, aptamers and nanomaterials. Herein, this review presents the sensing mechanisms and biomedical application of various GFET platforms, focusing on their emerging potential as next-generation platforms for rapid, non-invasive and point-of-care diagnostics. Full article
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19 pages, 5889 KB  
Article
Immunophenotypic Heterogeneity and Clonal Sweep in Acute Myeloid Leukemia Revealed by Flow Cytometry: A Case Series Study
by Angela Bertolini, Marisa Gorrese, Serena Luponio, Francesca Picone, Annapaola Campana, Francesco Verdesca, Francesca Velino, Anna Maria Sessa, Simona Caruso, Martina De Leucio, Rossella Marcucci, Anna Maria Della Corte, Pasqualina Scala, Maddalena Langella, Bianca Serio, Carmine Selleri and Valentina Giudice
J. Pers. Med. 2026, 16(4), 180; https://doi.org/10.3390/jpm16040180 - 25 Mar 2026
Abstract
Background/Objectives: Clonal evolution is mainly defined based on the appearance or expansion of clones harboring specific somatic mutations and/or cytogenetic abnormalities, whereas few studies have investigated immunophenotypic heterogeneity assessed by flow cytometry and its relationship with disease progression. In this study, flow [...] Read more.
Background/Objectives: Clonal evolution is mainly defined based on the appearance or expansion of clones harboring specific somatic mutations and/or cytogenetic abnormalities, whereas few studies have investigated immunophenotypic heterogeneity assessed by flow cytometry and its relationship with disease progression. In this study, flow cytometry immunophenotyping of acute myeloid leukemia (AML) was carried out to identify phenotypic subclones based on antigen expression and to investigate clonal sweep. Methods: A total of 24 patients diagnosed with AML followed at the Hematology and Transplant Center of Salerno were included. Bone marrow or peripheral blood specimens were subjected to flow cytometry immunophenotyping and leukemic cell characterization. Phenotypic profiles were also compared to molecular alterations detected by next-generation sequencing. Results: We found that flow cytometry-defined clonal heterogeneity was more complex than molecular heterogeneity at diagnosis and disease relapse. Flow cytometry enabled the identification of small phenotypic subclones that were not detected by molecular profiling and that, in several cases, expanded over time, consistent with a phenotypic clonal sweep. The presence of small clones was associated with shorter progression-free survival and overall survival. Conclusions: Flow cytometric clonal heterogeneity, especially the presence of small clones (defined by antigen expression from 2 to 30%), may serve as an additional prognostic factor in AML. Immunophenotyping integrated with molecular data may improve risk stratification, enhance measurable residual disease assessment, and contribute to a more personalized disease monitoring strategy. Full article
(This article belongs to the Special Issue Acute Myeloid Leukemia: Current Progress and Future Directions)
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13 pages, 669 KB  
Article
Unified Amplicon-Based Whole-Genome Sequencing of Influenza, RSV, and SARS-CoV-2 from Routine Diagnostics: Performance and Clinically Relevant Variant Reporting
by Rezak Drali, Lionel Chollet, Emilie Deroubaix, Cecile Poggi, Amira Doudou, Laurent Deblir, Chalom Sayada and Sofiane Mohamed
BioMed 2026, 6(2), 10; https://doi.org/10.3390/biomed6020010 - 24 Mar 2026
Abstract
Background/Objectives: Influenza, RSV, and SARS-CoV-2 co-circulate and evolve under immune and therapeutic pressures, complicating decision-making for both vaccine formulation and antiviral use. Fragmented, pathogen-specific sequencing approaches limit cross-virus comparability. Methods: We applied a standardized, multiplexed, amplicon-based next-generation sequencing (NGS) workflow to [...] Read more.
Background/Objectives: Influenza, RSV, and SARS-CoV-2 co-circulate and evolve under immune and therapeutic pressures, complicating decision-making for both vaccine formulation and antiviral use. Fragmented, pathogen-specific sequencing approaches limit cross-virus comparability. Methods: We applied a standardized, multiplexed, amplicon-based next-generation sequencing (NGS) workflow to 34 diagnostic specimens (Ct < 35) positive for influenza A/B, RSV-A/B, or SARS-CoV-2. Sequencing libraries were generated and run on an Illumina MiSeq platform (2 × 250 bp). Although the wet-lab workflow is standardized across pathogens, consensus generation and annotation utilized two different analysis environments: Geneious Prime for influenza and MicrobioChek for RSV and SARS-CoV-2. Quality metrics included genome breadth and depth of coverage. Results: Near-complete genomes (mean coverage ≥98%) were recovered for all samples. Influenza A(H1N1)pdm09 sequences clustered in clade 6B.1A; A(H3N2) clustered in subclade 3C.2a1b.2a.2; and influenza B belonged to the Victoria lineage V1A.3a.2. RSV sequences were assigned to Nextclade clades A.D.5.1, A.D.1.10, A.D.2.1, and A.D.3 (RSV-A) and to B.D.4.1.3 and B.D.E.1 (RSV-B), consistent with the ON1 (RSV-A) and BA (RSV-B) genotypes prevalent in recent seasons. Clinically relevant mutations included changes in the influenza HA site and neuraminidase substitutions, RSV F-protein polymorphisms, and spike protein substitutions associated with recent Omicron sublineages (L455F/S, F456L) in SARS-CoV-2. Conclusions: A unified amplicon–NGS approach yields harmonized genomic data across respiratory viruses, enabling timely detection of antigenic drift and resistance markers while supporting integrated, cross-pathogen surveillance. Full article
24 pages, 4180 KB  
Article
Efficacy and Limitations of an Improved Vaccine Derived from an Updated Vaccine Strain Against H5 High Pathogenicity Avian Influenza
by Bao Linh Nguyen, Norikazu Isoda, Yik Lim Hew, Loc Tan Huynh, Kien Trung Le, Yo Shimazu, Daiki Kobayashi, Dang Hoang Nguyen, Tho Dang Nguyen, Duc-Huy Chu, Diep Thi Nguyen, Koki Takeichi, Yuto Nanba, Takahiro Hiono, Takashi Sasaki and Yoshihiro Sakoda
Vaccines 2026, 14(4), 291; https://doi.org/10.3390/vaccines14040291 (registering DOI) - 24 Mar 2026
Abstract
Background/Objectives: Biosecurity and stamping out are key control measures against H5 high pathogenicity avian influenza (HPAI) outbreaks. Vaccination in poultry is an additional tool to reduce disease risk and facilitate timely containment. This study aimed to establish a candidate vaccine strain against H5 [...] Read more.
Background/Objectives: Biosecurity and stamping out are key control measures against H5 high pathogenicity avian influenza (HPAI) outbreaks. Vaccination in poultry is an additional tool to reduce disease risk and facilitate timely containment. This study aimed to establish a candidate vaccine strain against H5 HPAI in Asia and validate its protective efficacy. Methods: Based on genetic and antigenic analyses, a representative HPAI virus, A/duck/Vietnam/HU16-DD3/2023 (H5N1), collected in northern Vietnam, was selected to generate a candidate vaccine strain, rgPR8/VN23HA∆KRRK-NA (rgPR8/VN23; H5N1), using reverse genetics, followed by formulation of an inactivated oil-adjuvanted vaccine. Vaccine efficacy was evaluated by measuring humoral antibody responses after intramuscular vaccination and by assessing mortality and virus recovery following intranasal challenge with a clade 2.3.4.4b virus, A/Ezo red fox/Hokkaido/1/2022 (H5N1). Results were compared with those obtained using an antigenically homologous vaccine to the challenge strain and a Japanese stockpiled vaccine. Results: All vaccinated juvenile chickens developed sufficient immunity to survive the challenge at 21 days post-vaccination. The rgPR8/VN23 (H5N1) and homologous vaccines markedly reduced virus recovery, suggesting near-sterile protection, whereas low-titer viruses were transiently detected in chickens vaccinated with the stockpiled vaccine. The rgPR8/VN23 (H5N1) vaccine conferred clinical protection in juvenile chickens as early as 8 days post-vaccination. A single dose of the rgPR8/VN23 (H5N1) vaccine provided incomplete protection in laying hens, whereas a double-volume regimen improved protective efficacy. Conclusions: The rgPR8/VN23 (H5N1) vaccine conferred strong immunity to juvenile chickens; however, a refined vaccination strategy may be required to achieve complete protection in laying hens. Full article
(This article belongs to the Special Issue Immunity to Influenza Viruses and Vaccines)
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23 pages, 5245 KB  
Article
Virus-like and Virus Replicon Particles Targeting Multiple B-Cell Antigens Do Not Protect Against African Swine Fever Virus
by Kirill Lotonin, Obdulio García-Nicolás, Normann Kilb, Stefan Krämer, Xinyue Chang, Paul Engeroff, Kemal Mehinagic, Noelle Donzé, Francisco Brito, Matthias Liniger, Ilva Lieknina, Darja Cernova, Ieva Balta, Gabriela González-García, Paloma Rueda, Gert Zimmer, Charaf Benarafa, Nicolas Ruggli, Günter Roth, Kaspars Tars, Martin Bachmann and Artur Summerfieldadd Show full author list remove Hide full author list
Vaccines 2026, 14(3), 285; https://doi.org/10.3390/vaccines14030285 - 23 Mar 2026
Abstract
Background: African swine fever virus (ASFV) causes a fatal hemorrhagic disease in domestic pigs and wild boars. While live attenuated vaccines (LAVs) provide protection, their use raises safety concerns. Therefore, the aim of the present study was to identify viral B-cell antigens [...] Read more.
Background: African swine fever virus (ASFV) causes a fatal hemorrhagic disease in domestic pigs and wild boars. While live attenuated vaccines (LAVs) provide protection, their use raises safety concerns. Therefore, the aim of the present study was to identify viral B-cell antigens associated with protection and to test their potential using highly immunogenic vaccine delivery platforms. Methods: We employed a microarray of 169 ASFV proteins expressed in a cell-free prokaryotic system to identify immunodominant antigens using sera from immune pigs. Six structural proteins were selected and formulated into AP205 virus-like particles (VLPs). Additionally, replication-defective vesicular stomatitis virus (VSV)-based vaccine candidates expressing glycosylated CD2v and EP153R proteins were generated. Three groups of specific pathogen-free pigs were immunized with either VLP- or VSV-based vaccines and challenged with the virulent ASFV Georgia 2007 strain. Control groups included pigs immunized with the attenuated ASFV Estonia 2014 strain and a naïve group. Results: Most vaccine candidates induced detectable antibody responses against target ASFV proteins. However, neither VLP- nor VSV-based vaccines provided protection, as clinical scores, hematology, cytokine responses, and viremia levels were similar to those in the negative control group. In contrast, only the ASFV Estonia 2014 strain elicited a robust T-cell response and protective immunity. Conclusions: These findings highlight the challenges in identifying protective B-cell antigens of ASFV and emphasize the pivotal role of cellular immunity in mediating protection. Full article
(This article belongs to the Special Issue African Swine Fever Virus Vaccine Development)
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30 pages, 11413 KB  
Article
Bumped Kinase Inhibitor BKI-1708 Interferes in Cytokinesis and Drives Baryzoite Conversion in the Cyst-Forming Apicomplexan Parasites Toxoplasma gondii, Neospora caninum and Besnoitia besnoiti
by Maria Cristina Sousa, Joachim Müller, Kai Pascal Alexander Hänggeli, Manfred Heller, Anne-Christine Uldry, Sophie Braga-Lagache, Alexandre Leitao, Luis-Miguel Ortega-Mora, Kayode K. Ojo, Wesley C. Van Voorhis and Andrew Hemphill
Int. J. Mol. Sci. 2026, 27(6), 2914; https://doi.org/10.3390/ijms27062914 - 23 Mar 2026
Abstract
Bumped kinase inhibitors (BKIs) have demonstrated safety and promising efficacy against various apicomplexan pathogens both in vitro and in vivo, but do not act parasiticidal in vitro. In the closely related cyst-forming coccidians Toxoplasma gondii, Neospora caninum and Besnoitia besnoiti, treatments [...] Read more.
Bumped kinase inhibitors (BKIs) have demonstrated safety and promising efficacy against various apicomplexan pathogens both in vitro and in vivo, but do not act parasiticidal in vitro. In the closely related cyst-forming coccidians Toxoplasma gondii, Neospora caninum and Besnoitia besnoiti, treatments with BKI-1708 induce the conversion of intracellular tachyzoites into atypical multinucleated complexes named “baryzoites”. In this study, we comparatively assessed tachyzoites and baryzoites of all three species with respect to ultrastructure, differential antigen expression by immunofluorescence, and overall differential protein expression by MS-proteomics. TEM demonstrated common, but also distinguishing, structural features in baryzoites of the three species. They contained newly formed zoites, unable to complete cytokinesis, and thus they were trapped intracellularly. An electron-dense cyst wall-like structure was found only in T. gondii baryzoites. Species-specific differences in antigen expression were observed by immunofluorescence. Comparative proteomic analysis of baryzoites versus tachyzoites revealed a downregulation of ribosomal proteins, proteins associated with secretory organelles, as well as of transcription and translation factors in baryzoites across all species. Bradyzoite-specific markers were upregulated only in T. gondii baryzoites. Two alveolin-domain filament proteins and a hypothetical protein (TGME49_236950, NCLIV_050850, BESB_060040) were detected at higher abundance in all three species. Thus, baryzoites exhibit distinct phenotypic and proteomic profiles, with ambiguous expression of tachyzoite and bradyzoite antigens, suggesting a reversible response to stress rather than progression into a fully differentiated form. Full article
(This article belongs to the Section Molecular Microbiology)
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17 pages, 1057 KB  
Review
Integrating Multiparametric MRI and PSMA PET Imaging in Prostate Cancer: Toward a Unified Diagnostic and Risk-Stratification Paradigm
by Rosa Alba Pugliesi, Roberto Cannella, Karim Ben Mansour, Daniele Di Biagio and Pierpaolo Alongi
Medicina 2026, 62(3), 610; https://doi.org/10.3390/medicina62030610 - 23 Mar 2026
Viewed by 47
Abstract
Prostate cancer represents a highly prevalent malignancy affecting men globally, necessitating precise staging and risk stratification for effective patient management. Multiparametric magnetic resonance imaging (mpMRI) and prostate-specific membrane antigen positron emission tomography (PSMA PET) have individually revolutionized the diagnosis and management of prostate [...] Read more.
Prostate cancer represents a highly prevalent malignancy affecting men globally, necessitating precise staging and risk stratification for effective patient management. Multiparametric magnetic resonance imaging (mpMRI) and prostate-specific membrane antigen positron emission tomography (PSMA PET) have individually revolutionized the diagnosis and management of prostate cancer. Recent developments emphasize the integration of these imaging modalities to improve detection capabilities, inform therapeutic interventions, and facilitate personalized management. This narrative article reviews existing literature on the clinical utilization of mpMRI and PSMA PET in prostate cancer. Key areas encompass initial diagnosis, both local and systemic staging, detection of biochemical recurrence, and their influence in treatment strategies. The integration of mpMRI and PSMA PET offers complementary insights, with mpMRI demonstrating superior capability in local tumor characterization and PSMA PET enhancing the detection of nodal and distant metastases. Quantitative imaging biomarkers, including apparent diffusion coefficient (ADC) and standardized uptake values (SUV), have the potential to improve risk stratification and inform personalized treatment strategies. Hybrid imaging techniques may improve diagnostic accuracy and guide decisions regarding surgery, radiotherapy, and systemic treatment. The integration of mpMRI and PSMA PET allows a potentially transformative advancement in the realm of precision imaging for prostate cancer. This integrated approach can improve diagnostic accuracy, better define disease extent, and support personalized management strategies. Full article
(This article belongs to the Special Issue Advances in Use of PET-CT Imaging in Disease Diagnosis)
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20 pages, 1316 KB  
Article
The Class I Scavenger Receptors CD5 and CD6 Play a Role in the Early Peritoneal Immune Response to Echinococcus granulosus Tegumental Antigens
by Joaquín García-Luna, Cristina Català, Sylvia Dematteis, Francisco Lozano, María Velasco-De-Andrés and Gustavo Mourglia-Ettlin
Int. J. Mol. Sci. 2026, 27(6), 2870; https://doi.org/10.3390/ijms27062870 - 22 Mar 2026
Viewed by 107
Abstract
Scavenger Receptors (SRs) comprise a structurally diverse group of pattern recognition receptors (PRRs) involved in sensing non-self (microbial-associated molecular patterns) or altered-self ligands. CD5 and CD6 are class I SRs (SR-I) preferentially expressed by lymphoid cells and characterized by the presence of several [...] Read more.
Scavenger Receptors (SRs) comprise a structurally diverse group of pattern recognition receptors (PRRs) involved in sensing non-self (microbial-associated molecular patterns) or altered-self ligands. CD5 and CD6 are class I SRs (SR-I) preferentially expressed by lymphoid cells and characterized by the presence of several tandem scavenger receptor cysteine-rich (SRCR) domain repeats. Both receptors interact with diverse microbial structures, including tegumental antigens from Echinococcus granulosus sensu lato (s.l.), the cestode parasite responsible for cystic echinococcosis (CE). This is notable as very few PRRs are currently known to detect parasitic helminths and because the infusion of recombinant soluble CD5 and CD6 proteins has shown prophylactic effects in murine secondary CE. Herein, the role of CD5 and CD6 in early immune responses to E. granulosus s.l. tegumental antigens (PSEx) was analyzed using CD5 (Cd5−/−) and CD6 (Cd6−/−)-deficient mice. Peritoneal B cells and macrophages from wild-type mice displayed specific and dose-dependent PSEx binding, which was impaired in those from Cd5−/− and Cd6−/− mice, supporting direct and/or indirect roles in parasite recognition. Additionally, in vivo exposure of peritoneal exudate cells (PECs) from Cd5−/− and Cd6−/− mice to PSEx showed altered activation profiles, including changes in CD80/CD86 expression, impaired early production of natural polyreactive antibodies, and cytokine shift from a Th1/Th17 to a Th2 profile. These findings strongly support the involvement of CD5 and CD6 receptors in the early immune recognition of E. granulosus s.l. antigens by PECs and influence immune responses critical for host resistance, highlighting their relevance in host–parasite interactions. Full article
(This article belongs to the Special Issue Molecular Research on Parasitic Infection)
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17 pages, 1109 KB  
Review
African Swine Fever: Vaccine Advancement and Major Gaps
by Lihua Wang and Jishu Shi
Microorganisms 2026, 14(3), 706; https://doi.org/10.3390/microorganisms14030706 - 21 Mar 2026
Viewed by 136
Abstract
African swine fever (ASF), a highly contagious and lethal viral disease caused by the African swine fever virus (ASFV), poses a severe threat to the global swine industry. Recent outbreaks across Asia, Europe, and the Caribbean are exacerbating the challenge. Current control measures [...] Read more.
African swine fever (ASF), a highly contagious and lethal viral disease caused by the African swine fever virus (ASFV), poses a severe threat to the global swine industry. Recent outbreaks across Asia, Europe, and the Caribbean are exacerbating the challenge. Current control measures rely mainly on early detection, culling and strict biosecurity practices, underscoring the urgent need for a safe and effective vaccine. Since the mid-1960s, diverse vaccine strategies, including inactivated, subunit, DNA/mRNA, vectored, and live attenuated virus (LAV) vaccines, have been explored. Inactivated vaccines have consistently failed to confer protection due to insufficient functional antigen presentation and weak cellular immune activation. Subunit vaccines targeting single or multiple ASFV antigens have also shown limited success, often failing to induce sterile or long-lasting immunity. Among these approaches, LAV vaccines have demonstrated the greatest promise in eliciting robust and durable immune responses. However, major knowledge gaps remain regarding ASFV biology, ASFV–host interactions, ASFV immune evasion mechanisms, protective and cross-protective immunity, stable cell lines for LAV production, virulence reversion of LAVs, and the lack of harmonized standards for evaluating vaccine safety and efficacy, all of which impede the development of safe and broadly effective ASF vaccines. This narrative review summarizes recent advances in ASF vaccine research and highlights the critical obstacles that must be overcome to achieve successful ASF vaccine development. Full article
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22 pages, 302 KB  
Article
Perioperative Intravenous Lidocaine and Early Biochemical Outcomes After Robotic-Assisted Radical Prostatectomy: A Clinical Study Within the Framework of Perioperative Metabolic-Inflammatory Modulation
by Georgiana Maria Popa, Simona-Alina Abu-Awwad, Ahmed Abu-Awwad, Nicolae Ovidiu Pop, Parascovia Pop, Carmen Ioana Marta, Anca Mihaela Bina, Erika Bimbo Szuhai, Adriana Cacuci, Adrian Gheorghe Osiceanu, Ciprian Dumitru Puscas, Teodor Traian Maghiar and Mihai Octavian Botea
Metabolites 2026, 16(3), 209; https://doi.org/10.3390/metabo16030209 - 20 Mar 2026
Viewed by 113
Abstract
Background: The perioperative period in cancer surgery is characterized by transient metabolic and inflammatory perturbations that may influence early postoperative biochemical dynamics. Surgical stress induces insulin resistance, hyperglycemia, cytokine activation, and metabolic shifts that interact with tumor cell signaling pathways. Intravenous lidocaine has [...] Read more.
Background: The perioperative period in cancer surgery is characterized by transient metabolic and inflammatory perturbations that may influence early postoperative biochemical dynamics. Surgical stress induces insulin resistance, hyperglycemia, cytokine activation, and metabolic shifts that interact with tumor cell signaling pathways. Intravenous lidocaine has been associated with anti-inflammatory and systemic stabilizing effects beyond analgesia. We investigated whether perioperative lidocaine administration during robotic-assisted radical prostatectomy (RARP) is associated with early postoperative prostate-specific antigen (PSA) dynamics within the context of perioperative metabolic–inflammatory modulation. Methods: In this single-center retrospective cohort study, 180 patients undergoing RARP for localized or locally advanced prostate cancer were stratified according to perioperative intravenous lidocaine exposure. The primary endpoint was undetectable PSA (<0.1 ng/mL) at 6–12 weeks postoperatively. Secondary endpoints included PSA detectability at 3 and 6 months and time to first detectable PSA. Multivariable logistic and Cox regression models were adjusted for established oncologic risk factors. Perioperative glycemic variation, intraoperative lactate dynamics, and postoperative IL-6 levels were analyzed as indicators of stress-induced metabolic activation. Results: Lidocaine exposure was independently associated with higher odds of undetectable PSA at 6–12 weeks (OR 2.10, 95% CI 1.15–3.85) and at subsequent time points. In Cox analysis, lidocaine was associated with a reduced hazard of PSA detectability (HR 0.58, 95% CI 0.37–0.92). Patients receiving lidocaine demonstrated significantly attenuated perioperative hyperglycemia, lower lactate elevation, and reduced IL-6 response. Conclusions: Perioperative intravenous lidocaine administration during RARP was associated with more favorable early PSA dynamics and attenuation of perioperative metabolic–inflammatory activation. Given the retrospective and non-randomized design of the study, these findings should be interpreted as associative and hypothesis-generating, and warrant confirmation in prospective controlled investigations. Full article
(This article belongs to the Special Issue Metabolic Regulation in Cancer Development and Progression)
18 pages, 2508 KB  
Article
Machine Learning-Enhanced MALDI-TOF Mass Spectrometry for Screening HBsAg-Positive Patients
by Tiantian Zhang, Shixuan Huang, Junxun Li, Yuwei Wu, Xinyu Zhao, He Gao, Juan Yang, Lingshuang Yang, Lulu Cao, Xinqiang Xie, Hui Zhao, Jing Cheng, Hongxia Tan, Ying Li and Qingping Wu
Microorganisms 2026, 14(3), 702; https://doi.org/10.3390/microorganisms14030702 - 20 Mar 2026
Viewed by 121
Abstract
Hepatitis B virus (HBV) remains a major global public health challenge, and its early screening is essential for controlling transmission and improving treatment outcomes. We analyzed serum samples from 422 participants via Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) to establish a [...] Read more.
Hepatitis B virus (HBV) remains a major global public health challenge, and its early screening is essential for controlling transmission and improving treatment outcomes. We analyzed serum samples from 422 participants via Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) to establish a screening model for hepatitis B surface antigen (HBsAg)-positive status. Following multi-bin preprocessing and single-sample spectral aggregation, we assessed three machine learning algorithms—random forest, deep neural network, and light gradient boosting machine (LightGBM). Among them, the LightGBM model achieved the best performance, with an optimized F1 score of 0.87 and an area under the receiver operating characteristic curve (AUC) of 0.94. A 100-iteration ensemble feature stabilization strategy identified twelve distinct m/z peaks as stable biomarkers for HBsAg-positive screening. Independent validation yielded sensitivity of 77.7% and specificity of 76.0%—insufficient for individual diagnosis but potentially suitable for population-level surveillance programs combined with confirmatory testing, particularly in resource-limited settings where conventional methods are impractical. Notably, the method offers a detection time of approximately one minute, a per-sample cost of ~$0.14. In conclusion, the combination of MALDI-TOF MS and machine learning enables a rapid, low-cost screening tool for large-scale HBV detection. Full article
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11 pages, 363 KB  
Systematic Review
Prediction Factors for Detecting Clinically Significant Prostate Cancer in a PSA Gray Zone (4–10 ng/mL): A Systematic Review
by Galini Polihronidou, Haridimos Kondylakis, Kostas Marias, Katerina Nikiforaki and Nikos Papadakis
Appl. Sci. 2026, 16(6), 2975; https://doi.org/10.3390/app16062975 - 19 Mar 2026
Viewed by 142
Abstract
Prostate cancer (PCa) is one of the most commonly diagnosed malignancies among men worldwide. Prostate-specific antigen (PSA) testing has improved early detection; however, PSA levels within the so-called “gray zone” (4–10 ng/mL) remain a diagnostic challenge because of their limited specificity and the [...] Read more.
Prostate cancer (PCa) is one of the most commonly diagnosed malignancies among men worldwide. Prostate-specific antigen (PSA) testing has improved early detection; however, PSA levels within the so-called “gray zone” (4–10 ng/mL) remain a diagnostic challenge because of their limited specificity and the associated risk of unnecessary biopsies. In this clinical context, an important objective is the accurate identification of clinically significant prostate cancer (csPCa), defined as disease with a higher likelihood of progression or clinical impact. In recent years, several diagnostic approaches and risk prediction models have been proposed to improve csPCa detection in patients within the PSA gray zone. These models combine clinical parameters, PSA-derived indices, and imaging findings—particularly magnetic resonance imaging (MRI)—and, in some cases, incorporate advanced biomarkers or radiomic features. Nevertheless, considerable heterogeneity exists across studies with respect to predictor selection, model construction, and reported diagnostic performance. This systematic review aims to synthesize current evidence on the diagnostic characteristics and predictive models used to detect clinically significant prostate cancer in men with PSA levels between 4 and 10 ng/mL. For consistency, heterogeneous outcome terms used in the included studies (e.g., “probable csPCa”, “significant cancer”, “clinically important PCa”) were harmonized and analyzed under the unified term csPCa. By identifying the most consistently reported predictors and comparing univariate with multivariate approaches, this review seeks to support clinical decision-making and to highlight areas for future research in prostate cancer diagnosis within the PSA gray zone. Full article
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12 pages, 586 KB  
Article
In Vitro Analysis of the Tissue Distribution, Lifespan, and Antigen-Dependent Maintenance of Specific Antibody-Secreting Cells in Nile Tilapia
by Yu Huang, Zhe Cai, Bijian Pang, Zaohe Wu, Bei Wang, Jia Cai and Jichang Jian
Fishes 2026, 11(3), 184; https://doi.org/10.3390/fishes11030184 - 19 Mar 2026
Viewed by 78
Abstract
This study aimed to elucidate the key characteristics of the humoral immune response and the tissue distribution of specific antibody-secreting cells (ASCs) in Nile tilapia (Oreochromis niloticus). A specific immune model was established by immunizing fish with human IgG. Lymphocytes were [...] Read more.
This study aimed to elucidate the key characteristics of the humoral immune response and the tissue distribution of specific antibody-secreting cells (ASCs) in Nile tilapia (Oreochromis niloticus). A specific immune model was established by immunizing fish with human IgG. Lymphocytes were isolated from the head kidney, spleen, and peripheral blood and subjected to antigen stimulation in vitro. The MTT assay, reflecting cell metabolic activity and viability, identified the optimal culture conditions as a cell concentration of 2.5 × 106 cells/mL, an antigen concentration of 2 μg/mL, and a culture duration of 72 h. Under these conditions, peripheral blood lymphocytes exhibited the most increase in metabolic activity, followed by head kidney lymphocytes, while splenic lymphocytes showed no significant response. Subsequent dynamic monitoring of antibody-secreting cells (ASCs) using ELISPOT revealed that, in the absence of antigen stimulation, ASC numbers from all three tissues declined over time. Notably, head kidney ASCs retained approximately 50% of their initial number by day 5, whereas ASCs in peripheral blood and spleen decayed to barely detectable or completely undetectable levels, respectively. These findings suggest that the head kidney may serve as a primary site for ASC persistence during the effector phase, potentially contributing to sustained humoral immunity. Although antigen stimulation did not induce significant ASC expansion, it significantly slowed their decay rate (p < 0.05), indicating an antigen-dependent maintenance role. ELISA detection of antibody levels in the culture supernatants showed a consistent trend with the ELISPOT results, further confirming the sustained functional support of antigen for ASCs. Additionally, LPS stimulation experiments demonstrated that all three tissues contained plasmablasts activatable by non-specific stimuli, with peripheral blood showing the highest proliferation fold (4–6 times). In conclusion, this study provides insights into the tissue-specific distribution, in vitro persistence, and antigen-dependent maintenance of ASCs in Nile tilapia, providing insights into the cellular basis that may contribute to humoral immune memory and laying a theoretical foundation for the rational design and application of tilapia vaccines. Full article
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28 pages, 478 KB  
Systematic Review
Bovine Respiratory Mycoplasmas and the Commensal–Pathogen Continuum: A Systematic Review of Vaccines and Diagnostic Approaches
by Gebremeskel Mamu Werid, Yassein M. Ibrahim, Ashenafi Kiros Wubshet, Joshua W. Aleri, Farhid Hemmatzadeh and Kiro R. Petrovski
Animals 2026, 16(6), 960; https://doi.org/10.3390/ani16060960 - 19 Mar 2026
Viewed by 132
Abstract
Mycoplasmas colonise bovine respiratory mucosal surfaces as commensal organisms, yet certain species may contribute to bovine respiratory disease complex (BRDC) when host and environmental conditions favour pathogenic expression. Clinical outcome is context-dependent, with species ranging from assumed true commensals (M. arginini, [...] Read more.
Mycoplasmas colonise bovine respiratory mucosal surfaces as commensal organisms, yet certain species may contribute to bovine respiratory disease complex (BRDC) when host and environmental conditions favour pathogenic expression. Clinical outcome is context-dependent, with species ranging from assumed true commensals (M. arginini, M. bovirhinis) to pathobionts (M. bovis) and less frequently reported species (M. alkalescens, M. canadense) and an opportunist (M. dispar). The absence of a synthesis applying a commensal–pathogen continuum framework to bovine respiratory mycoplasmas while jointly evaluating carriage, vaccine performance, and diagnostic interpretability represents a key gap. The objective of this paper is to evaluate available evidence on vaccination, diagnostics, and control of bovine respiratory mycoplasmas within a commensal–pathogen continuum framework. The preparation of this paper followed the preferred reporting items for systematic reviews and meta-analyses (PRISMA) 2020 and synthesis without meta-analysis (SWiM) guidelines. PubMed, Scopus, and Web of Science were searched through 12 December 2025. Of 6119 records identified, 212 studies met predefined Population, Intervention, Comparator, Outcome, Study design (PICOS) criteria and were classified into four domains: carriage and prevalence (n = 73), diagnostic performance (n = 71), pathogenesis and immune evasion (n = 53), and vaccine efficacy (n = 15). Risk of bias was assessed using domain-appropriate tools. Evidence certainty was evaluated using the Grading of Recommendations, Assessment, Development and Evaluation (GRADE) framework. M. bovis dominated the literature (199/212; 93.9%), reflecting concentrated research investment, with M. dispar (22; 10.4%), M. bovirhinis (19; 9.0%), M. arginini (4; 1.9%), M. canadense (1; 0.5%), and M. alkalescens (1; 0.5%) also well documented. M. bovirhinis and M. arginini were consistently recovered from clinically healthy cattle, supporting their classification as true commensals. M. bovis exhibited pathobiont behaviour. Nasopharyngeal carriage was reported in 18–58% of healthy cattle and progressed to clinical disease (estimated 15–40%) in a context-dependent manner. Whole-cell bacterins demonstrated inconsistent efficacy, whereas virulence-factor vaccines showed more consistently positive outcomes. Future vaccines targeting conserved virulence-associated antigens and designed to elicit mucosal immunity may provide higher levels and more consistent protection than conventional whole-cell bacterin formulations. The majority of diagnostic studies detected mycoplasma presence without distinguishing colonisation from causation. Bovine respiratory mycoplasma species occupy distinct positions on the commensal–pathogen continuum, with direct implications for vaccine design, diagnostic interpretation, and disease control. Integrated control combining syndrome-aligned diagnostics and targeted vaccination was the approach most consistently supported by the available evidence. Full article
(This article belongs to the Section Animal Reproduction)
15 pages, 1036 KB  
Article
Advancing HIV Diagnostics: Comparative Evaluation of Multisure HIV-1/2 Rapid Confirmatory Test Against Geenius and Traditional Reference Assays Within a CDC-Aligned Diagnostic Framework
by Ahmed Ismail, Israa M. Salameh, Nadin Younes, Parveen B. Nizamuddin, Shaden Abunasser, Salma Younes, Sara Abdelmohsen, Mazen N. Abouassali, Manal Elshaikh, Ibrahim W. Karimeh, Mohammed A. Ibrahim, Mutaz M. Ali, Ibrahim Al Shaar, Haris Ong, Çiğdem S. Zhmurov, Hadi M. Yassine, Laith J. Abu-Raddad, Houssein Ayoub and Gheyath K. Nasrallah
Microorganisms 2026, 14(3), 693; https://doi.org/10.3390/microorganisms14030693 - 19 Mar 2026
Viewed by 257
Abstract
Human immunodeficiency virus (HIV) remains a major global health challenge, requiring accurate diagnostic testing for early detection. Chemiluminescent immunoassay screening, particularly the Architect HIV Ag/Ab Combo assay, followed by immunoblot confirmation using INNO-LIA™ has traditionally been used in many diagnostic workflows. To address [...] Read more.
Human immunodeficiency virus (HIV) remains a major global health challenge, requiring accurate diagnostic testing for early detection. Chemiluminescent immunoassay screening, particularly the Architect HIV Ag/Ab Combo assay, followed by immunoblot confirmation using INNO-LIA™ has traditionally been used in many diagnostic workflows. To address these limitations, the U.S. Centers for Disease Control and Prevention (CDC) recommends the use of an HIV-1/2 antibody differentiation immunoassay, such as the Geenius HIV-1/2 Supplemental Assay, as part of the confirmatory testing algorithm. This study evaluates the performance of two rapid HIV-1/2 confirmatory assays—the Multisure HIV-1/2 Confirmatory Test and the Bio-Rad Geenius HIV-1/2 Supplemental Assay—within a CDC-aligned diagnostic framework, with the aim of assessing Multisure as a potential alternative differentiation assay. A total of 224 archived serum samples were analyzed, including true positives (n = 38), true negatives (n = 139), false positives (n = 20), and INNO-LIA™ indeterminate samples (n = 27), as defined by Architect HIV and INNO-LIA™ results. Samples were initially screened using the Architect HIV Ag/Ab Combo assay, confirmed by INNO-LIA™ and PCR, and subsequently re-tested using Multisure HIV-1/2 and Geenius HIV-1/2 assays. Diagnostic performance metrics were evaluated. Both rapid assays demonstrated 100% sensitivity and specificity when compared with INNO-LIA™. Among INNO-LIA™ indeterminate samples, Multisure HIV-1/2 classified 81.5% as negative compared with 55.6% using Geenius HIV-1/2. When compared with PCR, Multisure demonstrated higher specificity (89.2%) and positive predictive value (89.5%) than Geenius (82.9% and 84.6%). No confirmed HIV-2 infections were identified in the analyzed dataset, and HIV-1 subtype information was not available for the archived samples; therefore, conclusions regarding HIV-1/2 differentiation are based primarily on assay design and antigenic targets. Multisure HIV-1/2 demonstrated strong diagnostic performance comparable to established differentiation assays and may represent a practical alternative rapid confirmatory option within CDC-aligned HIV diagnostic workflows. Further studies including larger datasets and confirmed HIV-2 infections are warranted to further validate its clinical utility. Full article
(This article belongs to the Special Issue HIV Infections: Diagnosis and Drug Uses)
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