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Keywords = digital droplet PCR

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15 pages, 1516 KB  
Article
Association of Enterotoxigenic Bacteroides fragilis with Immune Modulation in Colorectal Cancer Liver Metastasis
by Rumiko Saito, Yasuyuki Shigematsu, Mahmut Amori, Gulanbar Amori, Manabu Takamatsu, Kenji Nishida, Hiroaki Kanda, Yu Takahashi, Yuji Miura, Kengo Takeuchi, Shunji Takahashi and Kentaro Inamura
Cancers 2025, 17(17), 2733; https://doi.org/10.3390/cancers17172733 - 22 Aug 2025
Viewed by 247
Abstract
Background: Enterotoxigenic Bacteroides fragilis (ETBF) carries the bft toxin gene, which influences the host immune response and inflammatory pathways and promotes colorectal cancer (CRC). This study investigated the potential role of ETBF in CRC liver metastasis. Methods: We reviewed the records [...] Read more.
Background: Enterotoxigenic Bacteroides fragilis (ETBF) carries the bft toxin gene, which influences the host immune response and inflammatory pathways and promotes colorectal cancer (CRC). This study investigated the potential role of ETBF in CRC liver metastasis. Methods: We reviewed the records of 226 consecutive patients who underwent curative-intent (R0) resection of CRC liver metastases. ETBF DNA in fresh-frozen metastasis specimens was quantified using droplet digital PCR (ddPCR). Patients were grouped into very-low (≤80%; N = 178), low (80–90%; N = 24), and high (>90%; N = 24) ETBF-DNA groups. Three tissue cores per specimen were stained for CD8, CD4, CD20, FOXP3, CD68, and CD163, and immune-cell densities were measured digitally (cells/mm2). Results: ETBF DNA was detected in 219 of 226 lesions (96.9%). The densities of cytotoxic CD8+ T-cells, effector CD4+ T-cells, CD20+ B-cells, and CD163+ macrophages did not differ significantly by ETBF-DNA group (Ptrend all > 0.12). FOXP3+ regulatory T-cells (Tregs) decreased (Ptrend = 0.010), and CD68+ macrophages increased (Ptrend = 0.020) as ETBF-DNA levels increased. ETBF-DNA levels in CRC liver metastases were not associated with disease-free survival or overall survival or serum C-reactive protein levels. Conclusions: ETBF was present in almost all CRC liver metastases. Higher ETBF levels were associated with a tumor-immune microenvironment enriched in CD68+ macrophages and deficient in FOXP3+ Tregs, suggesting that ETBF facilitates immune evasion without loss of effector lymphocytes. Although ETBF-DNA levels did not predict survival in this single-center cohort, the potential role of ETBF in immune remodeling and as a candidate biomarker and therapeutic target in metastatic CRC warrants further study. Full article
(This article belongs to the Special Issue Colorectal Cancer Liver Metastases)
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11 pages, 1097 KB  
Article
Development of a Droplet Digital PCR Assay Targeting the Internal Transcribed Spacer Gene for Rapid Detection of Talaromyces marneffei in AIDS Patients
by Yingyin Yang, Qinzhi Zhang, Pengle Guo, Meijun Chen, Yeyang Zhang, Weiping Cai, Xiaoping Tang and Linghua Li
Pathogens 2025, 14(8), 817; https://doi.org/10.3390/pathogens14080817 - 18 Aug 2025
Viewed by 359
Abstract
Talaromycosis caused by Talaromyces marneffei is a life-threatening mycosis in patients with acquired immunodeficiency syndrome (AIDS). The gold-standard diagnostic method relies on time-consuming cultures, which delay treatment and increase mortality. In this study, we developed a rapid and sensitive droplet digital PCR (ddPCR) [...] Read more.
Talaromycosis caused by Talaromyces marneffei is a life-threatening mycosis in patients with acquired immunodeficiency syndrome (AIDS). The gold-standard diagnostic method relies on time-consuming cultures, which delay treatment and increase mortality. In this study, we developed a rapid and sensitive droplet digital PCR (ddPCR) assay targeting the internal transcribed spacer (ITS) gene for detecting T. marneffei and compared its performance with blood culture and quantitative PCR (qPCR) assays. The ddPCR assay had a detection limit of one copy/reaction, making it 10-fold more sensitive than qPCR. It demonstrated 100% specificity for T. marneffei, with no cross-reactivity to 15 other fungal pathogens, six bacterial pathogens, and plasma from 119 AIDS patients without talaromycosis. In 119 AIDS patients with talaromycosis, ddPCR exhibited better overall sensitivity (92.44%) than blood culture (86.55%) and qPCR (87.29%). The sensitivity of ddPCR was 97.8% (89/91) and 75% (21/28) in plasma collected before and after antifungal therapy, respectively. Moreover, fungal load measured by ddPCR negatively correlated with the time to blood culture positivity. Fungal loads in patients receiving antifungal therapy were significantly lower than those in untreated patients. These findings indicate that ddPCR facilitates rapid diagnosis of T. marneffei infection in AIDS patients and can assist clinicians in evaluating treatment efficacy by quantifying fungal load. Full article
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20 pages, 6269 KB  
Article
Global Hypomethylation as Minimal Residual Disease (MRD) Biomarker in Esophageal and Esophagogastric Junction Adenocarcinoma
by Elisa Boldrin, Maria Assunta Piano, Alice Volpato, Rita Alfieri, Monica Franco, Tiziana Morbin, Annalisa Masier, Stefano Realdon, Genny Mattara, Giovanna Magni, Antonio Rosato, Pierluigi Pilati, Alberto Fantin and Matteo Curtarello
Cancers 2025, 17(16), 2668; https://doi.org/10.3390/cancers17162668 - 15 Aug 2025
Viewed by 271
Abstract
Background/Objectives: Esophageal and esophagogastric junction adenocarcinoma (EADC-EGJA), which mainly develops from Barrett’s esophagus (BE), low-grade dysplasia (LGD), and high-grade dysplasia (HGD), has a poor prognosis and several unmet clinical needs, among which is the detection of minimal residual disease (MRD) after endoscopic/surgical [...] Read more.
Background/Objectives: Esophageal and esophagogastric junction adenocarcinoma (EADC-EGJA), which mainly develops from Barrett’s esophagus (BE), low-grade dysplasia (LGD), and high-grade dysplasia (HGD), has a poor prognosis and several unmet clinical needs, among which is the detection of minimal residual disease (MRD) after endoscopic/surgical resection. Long interspersed nuclear element-1 (LINE-1), a surrogate marker of global methylation, is considered an emerging biomarker for MRD monitoring. The aim of this study was to determine, by LINE-1 methylation analysis, at which carcinogenesis step global methylation is affected and whether this biomarker could be followed in longitudinal to monitor the disease behavior post-surgery. Methods: Cell-free DNA of 90 patients with non-dysplastic Barrett’s esophagus (NDBE), HGD/early EADC-EGJA, or locally advanced/advanced EADC-EGJA were analyzed for LINE-1 methylation, by Methylation-Sensitive Restriction Enzyme droplet digital PCR (MSRE-ddPCR). Twenty-six patients were longitudinally studied by repetitive blood sampling. Results: Global hypomethylation increased during carcinogenesis, with significant difference between locally advanced/advanced EADC-EGJA and NDBE patients (p = 0.028). Longitudinal cases confirmed the rareness of hypomethylation in NDBE cases. The majority of HGD/early EADC-EGJA and locally advanced/advanced EADC-EGJA patients showed methylation changes after resection according to clinical status. Conclusions: This study suggests that global hypomethylation occurs just prior to cancer invasiveness and that it is a promising biomarker to monitor MRD. Full article
(This article belongs to the Special Issue Circulating Tumour DNA and Liquid Biopsy in Oncology)
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17 pages, 1763 KB  
Article
Target-Guided Droplet Routing on MEDA Biochips Considering Shape-Dependent Velocity Models and Droplet Splitting
by Yuta Hamachiyo, Chiharu Shiro, Hiroki Nishikawa, Hiroyuki Tomiyama and Shigeru Yamashita
Biosensors 2025, 15(8), 500; https://doi.org/10.3390/bios15080500 - 3 Aug 2025
Viewed by 307
Abstract
In recent years, digital microfluidic biochips (DMFBs), based on microfluidic technology, have attracted attention as compact and flexible experimental devices. DMFBs are widely applied in biochemistry and medical fields, including point-of-care clinical diagnostics and PCR testing. Among them, micro electrode dot array (MEDA) [...] Read more.
In recent years, digital microfluidic biochips (DMFBs), based on microfluidic technology, have attracted attention as compact and flexible experimental devices. DMFBs are widely applied in biochemistry and medical fields, including point-of-care clinical diagnostics and PCR testing. Among them, micro electrode dot array (MEDA) biochips, composed of numerous microelectrodes, have overcome the limitations of conventional chips by enabling finer droplet manipulation and real-time sensing, thus significantly improving experimental efficiency. While various studies have been conducted to enhance the utilization of MEDA biochips, few have considered the shape-dependent velocity characteristics of droplets in routing. Moreover, methods that do take such characteristics into account often face significant challenges in solving time. This study proposes a fast droplet routing method for MEDA biochips that incorporates shape-dependent velocity characteristics by utilizing the distance information to the target cell. The experimental results demonstrate that the proposed method achieves approximately a 67.5% reduction in solving time compared to existing methods, without compromising solution quality. Full article
(This article belongs to the Special Issue Feature Papers of Biosensors)
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18 pages, 1647 KB  
Article
BRAF Mutation Analysis: A Retrospective Evaluation of 8365 Diagnostic Samples with a Special View on Canine Breeds (2018–2024)
by Marielle Appenzeller, Alexandra Kehl, Katrin Törner, Katharina Charlotte Jensen, Robert Klopfleisch and Heike Aupperle-Lellbach
Vet. Sci. 2025, 12(8), 729; https://doi.org/10.3390/vetsci12080729 - 2 Aug 2025
Viewed by 1093
Abstract
The BRAF V595E mutation analysis in canine urothelial carcinomas (UCs) has found its way into routine diagnostics, but no data analysis has been published until now. The present study aimed to estimate the distribution of age, sex, and breed in 8365 canine diagnostic [...] Read more.
The BRAF V595E mutation analysis in canine urothelial carcinomas (UCs) has found its way into routine diagnostics, but no data analysis has been published until now. The present study aimed to estimate the distribution of age, sex, and breed in 8365 canine diagnostic samples submitted for BRAF mutation analysis during 2018–2024. The specimens included 8215 urine samples, 17 cytological, and 133 histopathological specimens, and were submitted in cases of suspected UC, to rule out UC, or for screening purposes. All samples were tested for the BRAF V595E mutation using droplet digital PCR (ddPCR). The data were statistically analysed and logistic regression models (Odds Ratio (OR)) were calculated. Compared to samples from mixed-breed dogs, the specimens from Scottish Terriers (OR: 4.21), Shetland Sheepdogs (OR: 2.65), Beagles (OR: 2.33), Fox Terriers (OR: 1.92), Staffordshire Bull Terriers (OR: 1.86), Magyar Vizslas (OR: 1.77), Chihuahuas (OR: 1.70), and West Highland White Terriers (OR: 1.43) had a significantly increased probability of the presence of BRAF mutation indicating UC. The youngest BRAF-positive dogs of these predisposed breeds (n = 4) were 5 years old. In conclusion, screening tests in predisposed breeds may be recommended from the age of 5 years. Full article
(This article belongs to the Special Issue Focus on Tumours in Pet Animals: 2nd Edition)
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15 pages, 3942 KB  
Article
Quantitative Evaluation of Endogenous Reference Genes for RT-qPCR and ddPCR Gene Expression Under Polyextreme Conditions Using Anaerobic Halophilic Alkalithermophile Natranaerobius thermophilus
by Xinyi Tao, Qinghua Xing, Yingjie Zhang, Belsti Atnkut, Haozhuo Wei, Silva Ramirez, Xinwei Mao and Baisuo Zhao
Microorganisms 2025, 13(8), 1721; https://doi.org/10.3390/microorganisms13081721 - 23 Jul 2025
Viewed by 385
Abstract
Accurate gene expression quantification using reverse transcription quantitative PCR (RT-qPCR) requires stable reference genes (RGs) for reliable normalization. However, few studies have systematically identified RGs suitable for simultaneous high salt, alkaline, and high-temperature conditions. This study addresses this gap by evaluating the stability [...] Read more.
Accurate gene expression quantification using reverse transcription quantitative PCR (RT-qPCR) requires stable reference genes (RGs) for reliable normalization. However, few studies have systematically identified RGs suitable for simultaneous high salt, alkaline, and high-temperature conditions. This study addresses this gap by evaluating the stability of eight candidate RGs in the anaerobic halophilic alkalithermophile Natranaerobius thermophilus JW/NM-WN-LFT under combined salt, alkali, and thermal stresses. The stability of these candidate RGs was assessed using five statistical algorithms: Delta CT, geNorm, NormFinder, BestKeeper, and RefFinder. Results indicated that recA exhibited the highest expression stability across all tested conditions and proved adequate as a single RG for normalization in both RT-qPCR and droplet digital PCR (ddPCR) assays. Furthermore, recA alone or combined with other RGs (sigA, rsmH) effectively normalized the expression of seven stress-response genes (proX, opuAC, mnhE, nhaC, trkH, ducA, and pimT). This work represents the first systematic validation of RGs under polyextreme stress conditions, providing essential guidelines for future gene expression studies in extreme environments and aiding research on microbial adaptation mechanisms in halophilic, alkaliphilic, and thermophilic microorganisms. Full article
(This article belongs to the Section Environmental Microbiology)
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20 pages, 3087 KB  
Article
Droplet Digital PCR Improves Detection of BRCA1/2 Copy Number Variants in Advanced Prostate Cancer
by Phetploy Rungkamoltip, Natthapon Khongcharoen, Natakorn Nokchan, Zaukir Bostan Ali, Mooktapa Plikomol, Tanan Bejrananda, Sarayuth Boonchai, Sarawut Chamnina, Waritorn Srakhao and Pasarat Khongkow
Int. J. Mol. Sci. 2025, 26(14), 6904; https://doi.org/10.3390/ijms26146904 - 18 Jul 2025
Viewed by 583
Abstract
BRCA1 and BRCA2 are associated with advanced prostate cancer progression and poor prognosis. Copy number variants (CNVs) of these genes play a crucial role in guiding targeted treatments, particularly for patients receiving PARP inhibitors. However, CNV detection using multiplex ligation-dependent probe amplification (MLPA) [...] Read more.
BRCA1 and BRCA2 are associated with advanced prostate cancer progression and poor prognosis. Copy number variants (CNVs) of these genes play a crucial role in guiding targeted treatments, particularly for patients receiving PARP inhibitors. However, CNV detection using multiplex ligation-dependent probe amplification (MLPA) is often limited by tumor heterogeneity, leading to ambiguous results. This study therefore aimed to evaluate BRCA1/2 CNVs in advanced prostate cancer patients using droplet digital PCR (ddPCR) and compare the results with MLPA. DNA from 11 advanced prostate cancer tissues was analyzed using both methods, in parallel with four cell lines and seven healthy volunteers. Our findings revealed that ddPCR effectively classified normal CNV groups—including normal control cell lines, healthy volunteers, and samples with normal MLPA final ratios—from deletion groups, which included deletion control cell lines, samples with deletion final ratios from MLPA, and cases with previously ambiguous results. Interestingly, two cases involving BRCA1 and one case involving BRCA2 exhibited ambiguous results using MLPA; however, ddPCR enabled more precise classification by applying the Youden Index from ROC analysis and identifying optimal cutoff values of 1.35 for BRCA1 and 1.55 for BRCA2. These optimal thresholds allowed ddPCR to effectively reclassify the ambiguous MLPA cases into the deletion group. Overall, ddPCR could offer a more sensitive and reliable approach for CNV detection in heterogeneous tissue samples and demonstrates strong potential as a biomarker tool for guiding targeted therapy in advanced prostate cancer patients. However, further validation in larger cohorts is necessary to optimize cutoff precision, confirm diagnostic performance, and evaluate the full clinical utility of ddPCR. Full article
(This article belongs to the Special Issue Molecular Diagnostics and Genomics of Tumors)
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11 pages, 2797 KB  
Article
Illuminating the Invisible: Green Fluorescent Protein as a Beacon for Antibiotic-Induced Phage Activity in Escherichia coli
by Maria João Silva, Tim Van Den Bossche, Mattias Collin and Rolf Lood
Antibiotics 2025, 14(7), 714; https://doi.org/10.3390/antibiotics14070714 - 16 Jul 2025
Viewed by 394
Abstract
Background/Objectives: Antibiotic resistance presents an urgent public health threat. By developing a streamlined and effective method for studying bacteriophage induction, this research marks a step further in understanding how antibiotic-resistant genes might spread across different environments. This knowledge is essential for creating strategies [...] Read more.
Background/Objectives: Antibiotic resistance presents an urgent public health threat. By developing a streamlined and effective method for studying bacteriophage induction, this research marks a step further in understanding how antibiotic-resistant genes might spread across different environments. This knowledge is essential for creating strategies to reduce the spread of antimicrobial resistance (AMR), particularly from a One Health perspective. In this study, we develop and validate a Green Fluorescent Protein (GFP)-based method as a proxy for bacteriophage induction. This method screens compounds for their potential to promote bacteriophage induction. Methods: This study utilized a recA-GFP construct in Escherichia coli to measure fluorescence as an indicator of SOS response activation. The experiments involved treating E. coli cultures with varying concentrations of the DNA-damaging chemical mitomycin C and measuring fluorescence over time. Additionally, droplet digital PCR (ddPCR) quantified bacteriophage induction in a lambda phage-carrying E. coli strain, allowing for correlation analysis between the two methods. Results: The recA-driven SOS response depended on both dose and time, with increasing concentrations of mitomycin C leading to higher fluorescence. ddPCR analysis confirmed that mitomycin C induced prophage activation, with gene ratios increasing at higher drug concentrations over time. A strong Spearman correlation (>0.7) was noted between fluorescence and ddPCR results at elevated concentrations and relevant time points, indicating the validity of the GFP-based model as a proxy for bacteriophage induction. Conclusions: The findings demonstrate a strong association between the two methods of measuring phage induction, suggesting that the GFP-based E. coli model is a reliable, cost-effective, and efficient tool for studying phage induction and its potential role in AMR spread. This method could facilitate the screening of environmental samples and specific drugs to evaluate their impact on bacteriophage induction, which opens the door for applications such as screening for antibiotic resistance dissemination. Full article
(This article belongs to the Section Bacteriophages)
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13 pages, 1084 KB  
Article
Airborne SARS-CoV-2 Detection by ddPCR in Adequately Ventilated Hospital Corridors
by Joan Truyols-Vives, Marta González-López, Antoni Colom-Fernández, Alexander Einschütz-López, Ernest Sala-Llinàs, Antonio Doménech-Sánchez, Herme García-Baldoví and Josep Mercader-Barceló
Toxics 2025, 13(7), 583; https://doi.org/10.3390/toxics13070583 - 12 Jul 2025
Viewed by 673
Abstract
Indoors, the infection risk of diseases transmitted through the airborne route is estimated from indoor carbon dioxide (CO2) levels. However, the approaches to assess this risk do not account for the airborne concentration of pathogens, among other limitations. In this study, [...] Read more.
Indoors, the infection risk of diseases transmitted through the airborne route is estimated from indoor carbon dioxide (CO2) levels. However, the approaches to assess this risk do not account for the airborne concentration of pathogens, among other limitations. In this study, we analyzed the relationship between airborne SARS-CoV-2 levels and environmental parameters. Bioaerosols were sampled (n = 40) in hospital corridors of two wards differing in the COVID-19 severity of the admitted patients. SARS-CoV-2 levels were quantified using droplet digital PCR. SARS-CoV-2 was detected in 60% of the total air samples. The ward where the mildly ill patients were admitted had a higher occupancy, transit of people in the corridor, and CO2 levels, but there were no significant differences in SARS-CoV-2 detection between wards. The mean CO2 concentration in the positive samples was 569 ± 35.6 ppm. Considering all samples, the CO2 levels in the corridor were positively correlated with patient door openings but inversely correlated with SARS-CoV-2 levels. In conclusion, airborne SARS-CoV-2 can be detected indoors with optimal ventilation, and its levels do not scale with CO2 concentration in hospital corridors. Therefore, CO2 assessment should not be interpreted as a surrogate of airborne viral presence in all indoor spaces. Full article
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16 pages, 547 KB  
Article
Analytical Validation of the Cxbladder® Triage Plus Assay for Risk Stratification of Hematuria Patients for Urothelial Carcinoma
by Justin C. Harvey, David Fletcher, Charles W. Ellen, Megan Colonval, Jody A. Hazlett, Xin Zhou and Jordan M. Newell
Diagnostics 2025, 15(14), 1739; https://doi.org/10.3390/diagnostics15141739 - 8 Jul 2025
Viewed by 489
Abstract
Background/Objectives: Cxbladder® Triage Plus is a multimodal urinary biomarker assay that combines reverse transcription-quantitative analysis of five mRNA targets and droplet-digital polymerase chain reaction (ddPCR) analysis of six DNA single-nucleotide variants (SNVs) from two genes (fibroblast growth factor receptor 3 ( [...] Read more.
Background/Objectives: Cxbladder® Triage Plus is a multimodal urinary biomarker assay that combines reverse transcription-quantitative analysis of five mRNA targets and droplet-digital polymerase chain reaction (ddPCR) analysis of six DNA single-nucleotide variants (SNVs) from two genes (fibroblast growth factor receptor 3 (FGFR3) and telomerase reverse transcriptase (TERT)) to provide risk stratification for urothelial carcinoma (UC) in patients with hematuria. This study evaluated the analytical validity of Triage Plus. Methods: The development dataset used urine samples from patients with microhematuria or gross hematuria that were previously stabilized with Cxbladder solution. Triage Plus was evaluated for predicted performance, analytical criteria (linearity, sensitivity, specificity, accuracy, and precision), extraction efficiency, and inter-laboratory reproducibility. Results: The development dataset included 987 hematuria samples. Compared with cystoscopy (standard of care), Triage Plus had a predicted sensitivity of 93.6%, specificity of 90.8%, positive predictive value (PPV) of 46.5%, negative predictive value of 99.4%, and test-negative rate of 84.1% (score threshold 0.15); the PPV increased to 74.6% for the 0.54 score threshold. For the individual FGFR3 and TERT SNVs, the limit of detection (analytical sensitivity) was a mutant-to-wild type DNA ratio of 1:440–1:1250 copies/mL. Intra- and inter-assay variance was low, while extraction efficiency was high. All other pre-specified analytical criteria (linearity, specificity, and accuracy) were met. Triage Plus showed good reproducibility (87.9% concordance between laboratories). Conclusions: Cxbladder Triage Plus accurately and reproducibly detected FGFR3 and TERT SNVs and, in combination with mRNA expression, provides a non-invasive, highly sensitive, and reproducible tool that aids in risk stratification of patients with hematuria. Full article
(This article belongs to the Special Issue Opportunities in Laboratory Medicine in the Era of Genetic Testing)
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11 pages, 1069 KB  
Article
Evaluation of Torquetenovirus (TTV) Particle Integrity Utilizing PMAxx™
by Giuseppe Sberna, Claudia Minosse, Cosmina Mija, Eliana Specchiarello, Pietro Giorgio Spezia, Sara Belladonna, Giulia Berno, Lavinia Fabeni, Giulia Matusali, Silvia Meschi, Daniele Focosi and Fabrizio Maggi
Int. J. Mol. Sci. 2025, 26(13), 6542; https://doi.org/10.3390/ijms26136542 - 7 Jul 2025
Viewed by 583
Abstract
Torquetenovirus (TTV) is a ubiquitous, non-pathogenic DNA virus that has been suggested as a biomarker of immune competence, with the viral load correlating with the level of immunosuppression. However, by detecting non-intact viral particles, standard PCR-based quantification may overestimate the TTV viremia. To [...] Read more.
Torquetenovirus (TTV) is a ubiquitous, non-pathogenic DNA virus that has been suggested as a biomarker of immune competence, with the viral load correlating with the level of immunosuppression. However, by detecting non-intact viral particles, standard PCR-based quantification may overestimate the TTV viremia. To improve the clinical relevance of TTV quantification, in this study, we investigated the use of PMAxx™, a virion viability dye that selectively blocks the amplification of compromised virions. Serum samples from 10 Hepatitis C Virus-positive (HCV+) individuals, 81 liver transplant recipients (LTRs), and 40 people with HIV (PWH) were treated with PMAxx™ and analyzed for TTV DNA loads by digital droplet PCR (ddPCR). Furthermore, anti-SARS-CoV-2 IgG levels and neutralizing antibody (nAbs) titers were measured post-COVID-19 vaccination. Using ddPCR, the PMAxx™ treatment significantly reduced the TTV DNA levels in all the groups (mean reduction: 0.66 Log copies/mL), indicating the abundant presence of non-intact, circulating viral genomes. However, correlations between TTV DNA and SARS-CoV-2 IgG or nAbs were weak or absent in both PMAxx™-treated and untreated samples. These findings suggest that while PMAxx™ enhanced the specificity of TTV quantification, it did not improve the predictive value of TTV viremia at assessing vaccine-induced humoral responses. Full article
(This article belongs to the Section Molecular Microbiology)
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19 pages, 1805 KB  
Article
A Hybrid Sequential Feature Selection Approach for Identifying New Potential mRNA Biomarkers for Usher Syndrome Using Machine Learning
by Rama Krishna Thelagathoti, Wesley A. Tom, Dinesh S. Chandel, Chao Jiang, Gary Krzyzanowski, Appolinaire Olou and M. Rohan Fernando
Biomolecules 2025, 15(7), 963; https://doi.org/10.3390/biom15070963 - 4 Jul 2025
Viewed by 564
Abstract
Usher syndrome, a rare genetic disorder causing both hearing and vision loss, presents significant diagnostic and therapeutic challenges due to its complex genetic basis. The identification of reliable biomarkers for early detection and intervention is crucial for improving patient outcomes. In this study, [...] Read more.
Usher syndrome, a rare genetic disorder causing both hearing and vision loss, presents significant diagnostic and therapeutic challenges due to its complex genetic basis. The identification of reliable biomarkers for early detection and intervention is crucial for improving patient outcomes. In this study, we present a machine learning-based hybrid sequential feature selection approach to identify key mRNA biomarkers associated with Usher syndrome. Beginning with a dataset of 42,334 mRNA features, our approach successfully reduced dimensionality and identified 58 top mRNA biomarkers that distinguish Usher syndrome from control samples. We employed a combination of feature selection techniques, including variance thresholding, recursive feature elimination, and Lasso regression, integrated within a nested cross-validation framework. The selected biomarkers were further validated using multiple machine learning models, including Logistic Regression, Random Forest, and Support Vector Machines, demonstrating robust classification performance. To assess the biological relevance of the computationally identified mRNA biomarkers, we experimentally validated candidates from the top 10 selected mRNAs using droplet digital PCR (ddPCR). The ddPCR results were consistent with expression patterns observed in the integrated transcriptomic metadata, reinforcing the credibility of our machine learning-driven biomarker discovery framework. Our findings highlight the potential of machine learning-driven biomarker discovery to enhance the detection of Usher syndrome. Full article
(This article belongs to the Special Issue Artificial Intelligence (AI) in Biomedicine: 2nd Edition)
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13 pages, 968 KB  
Article
Identification of Parasitic Infections by Analyzing Honeybees, Honey, and Pollen Using Droplet Digital RT-PCR
by Luigi Jacopo D’Auria, Andrea Mancusi, Yolande Thérèse Rose Proroga, Irene Dini, Tiziana Cardellicchio, Orlandina Di Maro, Sabato De Vita, Marica Egidio, Raffaele Marrone and Giuseppe Rofrano
Microorganisms 2025, 13(7), 1487; https://doi.org/10.3390/microorganisms13071487 - 26 Jun 2025
Viewed by 455
Abstract
Toxoplasma gondii, Giardia intestinalis, and Cryptosporidium spp. are common pathogens that contaminate water and food. They can pose serious health risks, especially to vulnerable groups like immunocompromised individuals, pregnant women, young children, and aging people. An all-encompassing approach to minimizing transmission [...] Read more.
Toxoplasma gondii, Giardia intestinalis, and Cryptosporidium spp. are common pathogens that contaminate water and food. They can pose serious health risks, especially to vulnerable groups like immunocompromised individuals, pregnant women, young children, and aging people. An all-encompassing approach to minimizing transmission involves identifying effective techniques for detecting, treating, and preventing protozoan parasites. This study confirmed the effectiveness of a Droplet Digital Reverse Transcription Polymerase Chain Reaction (dd RT-PCR) method for quickly and accurately identifying Toxoplasma gondii, Giardia intestinalis, and Cryptosporidium species in honeybees, honey, and pollen by using ISO 17468 and ISO 16140 standard guidelines. The study evaluated honeybee (n = 16), honey (n = 12), and pollen (n = 8) samples collected from various apiaries in Southern Italy between June and September 2023. The results showed that honeybees, honey, and pollen can be considered bioindicators of infections by T. gondii, G. intestinalis, and Cryptosporidium spp. Furthermore, pollen, along with honey to a lesser degree, can serve as significant indicators for evaluating food safety. Therefore, it is essential to monitor their quality and purity due to environmental influences. Full article
(This article belongs to the Special Issue Advances in Genomics and Ecology of Environmental Microorganisms)
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16 pages, 1233 KB  
Article
Hereditary α-Tryptasemia and Peripheral Blood KIT D816V Mutation in Patients with Pediatric Mastocytosis
by Olga Tockova, Tanja Planinsek Rucigaj, Simona Ivancan, Urska Bidovec Stojkovic, Matija Rijavec, Julij Šelb and Peter Korošec
Int. J. Mol. Sci. 2025, 26(13), 6023; https://doi.org/10.3390/ijms26136023 - 23 Jun 2025
Viewed by 589
Abstract
Hereditary α-tryptasemia (HαT)—a genetic trait caused by increased α-tryptase-encoding typtase alpha/beta-1 (TPSAB1) copy number—is associated with adult mastocytosis. The primary objective was to assess the association between α-tryptase and pediatric mastocytosis. We also want to evaluate whether the KIT p.D816V mutation in peripheral [...] Read more.
Hereditary α-tryptasemia (HαT)—a genetic trait caused by increased α-tryptase-encoding typtase alpha/beta-1 (TPSAB1) copy number—is associated with adult mastocytosis. The primary objective was to assess the association between α-tryptase and pediatric mastocytosis. We also want to evaluate whether the KIT p.D816V mutation in peripheral blood leukocytes (PBLs) reliably predicts systemic mastocytosis (SM) in children. A prospective cohort of 68 children from a referral center in Slovenia with cutaneous mastocytosis (CM) underwent tryptase genotyping by droplet digital PCR and examination for KIT p.D816V in PBL using a sensitive PCR test. A significant majority of patients (57 of 68; [83.8%]) had at least one α-tryptase-encoding gene; none had HαT. 7 of the 68 (10.3%) who were positive for KIT p.D816V in PBL, one fulfilled diagnostic criteria for indolent SM, and another was diagnosed with monoclonal mast cell activation syndrome. One of those individuals had an increased basal serum tryptase (BST) level (14.5 ng/mL). We found a high presence of germline α-tryptase in children with CM, but not HαT. By employing sensitive examination for KIT p.D816V in PBL, in combination with clinical data and other examinations, our study suggests that KIT p.D816V in PBL may indicate systemic disease in children with CM. Full article
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14 pages, 1109 KB  
Article
Droplet Digital PCR for the Detection of Pseudomonas savastanoi pv. savastanoi in Asymptomatic Olive Plant Material
by Giuseppe Tatulli, Nicoletta Pucci, Elena Santilli, Valeria Scala and Stefania Loreti
Plants 2025, 14(12), 1831; https://doi.org/10.3390/plants14121831 - 14 Jun 2025
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Abstract
Olive knot disease, caused by Pseudomonas savastanoi pv. savastanoi, severely impacts olive tree yield and oil quality. Early and accurate detection of the bacterium’s presence, particularly in asymptomatic plants, is crucial for effective disease management. This study aimed to develop an improved [...] Read more.
Olive knot disease, caused by Pseudomonas savastanoi pv. savastanoi, severely impacts olive tree yield and oil quality. Early and accurate detection of the bacterium’s presence, particularly in asymptomatic plants, is crucial for effective disease management. This study aimed to develop an improved protocol for processing plant samples and adapting quantitative PCR to droplet digital PCR (ddPCR). For this purpose, four plant preparations—EW (external washing), PELLET (bacterial concentration), and enrichment in liquid media for 24 or 48 h (24hE, 48hE)—were tested using spiked samples. The ddPCR was set up and compared with qPCR to evaluate analytical sensitivity and specificity. Additionally, field samples from symptomatic and asymptomatic olive orchards were tested to evaluate the performance of the selected methods in naturally infected plants. ddPCR showed higher sensitivity than qPCR, particularly with the PELLET and 24hE preparations. The PELLET from the spiked sample preparation achieved a limit of detection of 10 CFU/mL for both molecular tests. The ddPCR, combined with the PELLET preparation, offers a highly sensitive and reliable tool for detecting P. savastanoi pv. savastanoi in asymptomatic olive material. This protocol shows great potential for improving early bacterial detection and disease prevention, thus aiding control strategies in nurseries and olive orchards, and supporting the production of certified plant propagation material. Full article
(This article belongs to the Section Plant Protection and Biotic Interactions)
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