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Detecting Boar Sperm Capacitation: Why One Marker Is Not Enough -
Immune Landscape in Mouse Lymph Node After Inflammatory Challenge -
Metacaspases and Fungal Cell Death -
Divergent TaqMan RT-qPCR for Detection of HIV-1 Circular RNAs -
Collection and Lipidomic Analysis of Murine Knee Synovium and Infrapatellar Fat Pad
Journal Description
Methods and Protocols
Methods and Protocols
is an international, peer-reviewed, open access journal aiming to establish and describe new experimental techniques in the fields of Life Sciences, Chemistry, and Biomedical Sciences, published bimonthly online by MDPI.
- Open Access— free for readers, with article processing charges (APC) paid by authors or their institutions.
- High Visibility: indexed within Scopus, ESCI (Web of Science), PubMed, PMC, CAPlus / SciFinder, and other databases.
- Journal Rank: CiteScore - Q2 (Biochemistry, Genetics and Molecular Biology (miscellaneous))
- Rapid Publication: manuscripts are peer-reviewed and a first decision is provided to authors approximately 26.7 days after submission; acceptance to publication is undertaken in 4.8 days (median values for papers published in this journal in the first half of 2026).
- Recognition of Reviewers: Reviewers whose reports are timely and of high quality receive an APC discount voucher for a future publication in an MDPI journal. Become a reviewer.
- Journal Cluster of Biochemistry and Molecular Biology: Current Issues in Molecular Biology, International Journal of Molecular Sciences, Genes, Biomolecules, Biology, Cells, Proteomes, Non-Coding RNA, Epigenomes, Methods and Protocols, Journal of Molecular Pathology, BioChem, DNA, Stresses, Receptors and Kinases and Phosphatases.
Impact Factor:
2.5 (2025);
5-Year Impact Factor:
2.6 (2025)
Latest Articles
Position-Dependent Hemodynamics of Popliteal Artery Stent Grafts: The POPFLEX Study
Methods Protoc. 2026, 9(5), 133; https://doi.org/10.3390/mps9050133 - 17 Sep 2026
Abstract
Background: Endovascular exclusion of popliteal artery aneurysms (PAAs) with long covered stent-grafts is valuable for patients unfit for open surgery but is undermined by late stent thrombosis, even in fully scaffolded segments without kinking, a failure best clarified by computational fluid dynamics (CFD),
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Background: Endovascular exclusion of popliteal artery aneurysms (PAAs) with long covered stent-grafts is valuable for patients unfit for open surgery but is undermined by late stent thrombosis, even in fully scaffolded segments without kinking, a failure best clarified by computational fluid dynamics (CFD), which requires anatomically accurate 3D models—difficult to obtain in the mobile knee. Methods: In this prospective, single-centre study, consecutive patients undergoing endovascular PAA repair over 24 months (≥20 patients) underwent CT angiography in three knee positions (full extension, 45° and 90° flexion). Every treated limb was included, with limb as the unit of analysis. Images undergo a geometric pipeline: segmentation in 3D Slicer, then refinement in MeshLab, Meshmixer and VMTK. Meshes are converted to hexahedral volumes (ANSA Cadense) and simulated under pulsatile flow (ANSYS Fluent). Primary endpoints are time-averaged wall shear stress (TAWSS), oscillatory shear index (OSI) and relative residence time (RRT) over the stented segment, plus the surface proportion meeting thrombogenic criteria; positions are compared via linear mixed-effects models with limb nested within patient. Results: The protocol reproducibly yields watertight, artefact-free models preserving physiological morphology and supporting TAWSS, OSI and RRT quantification across knee positions. Conclusions: This protocol standardizes generation of CFD-ready popliteal geometries, enabling positional analysis of stent thrombosis.
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(This article belongs to the Section Biomedical Sciences and Physiology)
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Open AccessArticle
Unveiling Distinct Developmental and Cellular Impacts of Cisplatin on Zebrafish (Danio rerio) Embryos: Application of a Combined Developmental Toxicity with Rapid DNA-Content Flow Cytometry Protocol
by
Maximos I. Leonardos, Vasileia Karavida, Anna Tsoukaneli, Dimitrios Leonardos, Yannis V. Simos, Konstantinos I. Tsamis, Dimitrios Peschos, Georgios S. Markopoulos and Lampros Lakkas
Methods Protoc. 2026, 9(5), 132; https://doi.org/10.3390/mps9050132 - 7 Sep 2026
Abstract
Rapid cellular assessment of cell-cycle perturbation can complement conventional developmental toxicology in zebrafish, but rapid DNA-content workflows developed for mammalian tissues require adaptation for whole embryos. Here, we applied an embryo-adapted version of rapid DNA-content flow cytometry analysis within a 96-h cisplatin exposure
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Rapid cellular assessment of cell-cycle perturbation can complement conventional developmental toxicology in zebrafish, but rapid DNA-content workflows developed for mammalian tissues require adaptation for whole embryos. Here, we applied an embryo-adapted version of rapid DNA-content flow cytometry analysis within a 96-h cisplatin exposure model in zebrafish (Danio rerio) and integrated this cellular readout with morphometric, cardiac, and neurobehavioral analysis. Dechorionated embryos were exposed to 10–400 μM cisplatin and evaluated for body length, eye surface area, heart rate, locomotor activity, thigmotaxis, touch-evoked and vibrational startle responses, and whole-embryo cell-cycle distribution. The adapted workflow combines immediate mechanical dissociation, filtration, brief propidium iodide/RNase staining, singlet gating, and direct flow cytometric acquisition. Importantly, each flow cytometry sample consisted of a single embryo, enabling DNA-content analysis at the individual-embryo level without pooling. Cisplatin produced time- and concentration-dependent growth effects and high-dose behavioral alterations, whereas heart rate was comparatively preserved. Flow cytometry detected the clearest cell-cycle redistribution at 400 μM, with a significant reduction in G0/G1 and an increase in G2/M. These findings demonstrate the practical applicability of a combined rapid embryo-adapted DNA-content workflow as a complementary cellular endpoint in a zebrafish developmental-toxicity platform and support further methodological application across experimental settings.
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(This article belongs to the Section Biomedical Sciences and Physiology)
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Open AccessArticle
Quantification of Carnosine and Anserine in Diverse Meat Matrices via Optimized Extraction and Validated HPLC-DAD
by
Chalita Kaewkhow, Chokwan Chumang, Piboon Pantu, Patraporn Luksirikul, Prapasiri Pongprayoon, Skorn Koonawootrittriron, Thanathip Suwanasopee, Tharinee Saleepoch and Sutasinee Kityakarn
Methods Protoc. 2026, 9(5), 131; https://doi.org/10.3390/mps9050131 - 4 Sep 2026
Abstract
Carnosine and anserine are bioactive, histidine-containing dipeptides recognized for their antioxidant, pH-buffering, and neuroprotective functions. However, their precise quantification is frequently compromised by their high structural similarity and complex matrix-induced analytical interferences. This study developed and validated an optimized, simplified extraction protocol coupled
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Carnosine and anserine are bioactive, histidine-containing dipeptides recognized for their antioxidant, pH-buffering, and neuroprotective functions. However, their precise quantification is frequently compromised by their high structural similarity and complex matrix-induced analytical interferences. This study developed and validated an optimized, simplified extraction protocol coupled with high-performance liquid chromatography diode array detection (HPLC-DAD) for the simultaneous determination of both dipeptides across diverse meat matrices, including Thai native black-bone chicken (Nin-Kaset), commercial broiler, pork, beef, and buffalo meat. Extraction efficiency was systematically optimized by modulating the solution pH. Under optimized conditions, the validated method demonstrated excellent linearity (1–200 µg mL−1, r2 ≥ 0.9990) with limits of detection and quantification (LOD/LOQ) values at 0.0093/0.0283 mg g−1 for carnosine and 0.0139/0.0420 mg g−1 for anserine. Method accuracy was confirmed by satisfactory recoveries ranging from 96.64% to 102.68%, with repeatability values (RSDs) of 0.70–14.18%. Application to real matrices revealed distinct dipeptide profiles. Pork contained the highest carnosine level (3.59 ± 0.19 mg g−1), whereas white-feather Nin-Kaset exhibited the highest anserine level (6.77 ± 0.40 mg g−1). Overall, the validated framework offers a rapid, cost-effective, and robust approach for routine dipeptide profiling, supporting future applications in food authentication, nutritional evaluation and functional food development.
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(This article belongs to the Collection Analytical Chemistry Methods and Protocols: From Standard Practices to New Sustainable Approaches)
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Open AccessStudy Protocol
Intermittent Theta Burst Stimulation Combined with Cognitive Training in Mild Cognitive Impairment: Protocol for an 18-Week Randomised, Double-Blind, Sham-Controlled Feasibility Pilot Study (The iCog.X Boost Trial)
by
Rose Mery Bou Merhy, Rocco Cavaleri, Ghufran Alhassani, Vincent Oxenham, Najwa-Joelle Metri, Daniel Hochstrasser, Mark I. Hohenberg, Kujan Nagaratnam, Kawaljit Singh and Genevieve Z. Steiner-Lim
Methods Protoc. 2026, 9(5), 130; https://doi.org/10.3390/mps9050130 - 1 Sep 2026
Abstract
Introduction: Mild cognitive impairment (MCI) is a transitional stage between normal ageing and dementia, affecting ~35% of adults aged 70+ and carrying a 15–18% annual risk of progression. Cognitive training (CT) shows promise but outcomes are variable and transfer to daily function is
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Introduction: Mild cognitive impairment (MCI) is a transitional stage between normal ageing and dementia, affecting ~35% of adults aged 70+ and carrying a 15–18% annual risk of progression. Cognitive training (CT) shows promise but outcomes are variable and transfer to daily function is unclear; intermittent theta burst stimulation (iTBS) may enhance prefrontal neuroplasticity. Few studies have evaluated whether combining CT and iTBS in MCI is practical, acceptable, and safe. Methods: This 18-week, randomised, double-blind, sham-controlled feasibility pilot trial will recruit 44 individuals with MCI, randomised 1:1 to CT + active iTBS or CT + sham iTBS. Participants complete 14 CT sessions over 10 weeks; accelerated iTBS is delivered in five sessions per day over five consecutive days at 75% resting motor threshold to the left DLPFC using neuronavigation, with reversed-coil sham. Primary outcomes are feasibility, acceptability, adherence, and safety; secondary (exploratory) outcomes are cognitive, functional, and psychological; tertiary (mechanistic) outcomes are EEG- and TMS-derived neurophysiological measures. The trial is not powered for efficacy: feasibility and neurophysiological outcomes will be analysed descriptively, while secondary outcomes will be analysed using linear mixed-effects models. Ethics and dissemination: Ethical approval has been granted by the Western Sydney University HREC (H16500); written informed consent will be obtained before enrolment. Trial registration number: ACTRN12625000952448.
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(This article belongs to the Section Public Health Research)
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Open AccessReview
An Integrated Methodological Framework for SoilHealth Assessment in Volcanic Island Agroecosystems: Indicator Selection, Analytical Workflows and Context-Sensitive Interpretation
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Sara S. González-González and Mónica González-González
Methods Protoc. 2026, 9(5), 129; https://doi.org/10.3390/mps9050129 - 1 Sep 2026
Abstract
Soil health assessment is increasingly used to support sustainable land management and agronomic decision-making, but generic indicator lists and universal scoring systems may be inadequate for highly reactive volcanic soils. This critical methodological review proposes an integrated methodological framework for volcanic island agroecosystems
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Soil health assessment is increasingly used to support sustainable land management and agronomic decision-making, but generic indicator lists and universal scoring systems may be inadequate for highly reactive volcanic soils. This critical methodological review proposes an integrated methodological framework for volcanic island agroecosystems that explicitly separates analytical measurement from interpretation. The framework links assessment objectives and site context to fit-for-purpose analytical levels and classifies evidence as method-matched thresholds, local or reference benchmarks, relative or temporal comparisons, mechanistic evidence and plant–soil response validation. The reviewed evidence shows that standardized measurements do not necessarily support transferable diagnostic criteria and that volcanic-soil and andic properties can affect both analytical behavior and the functional meaning of indicator values. Rather than assigning universal scores, indicators are integrated by soil function and interpreted in relation to soil mineralogy, crop requirements, management history, and disturbance or recovery trajectories. This approach helps distinguish intrinsic volcanic-soil properties from management-induced degradation, identify functionally relevant constraints and make diagnostic confidence explicit. The framework provides a practical basis for routine monitoring, targeted diagnosis, and the development of locally validated soil health reference systems in volcanic island agriculture.
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(This article belongs to the Section Biochemical and Chemical Analysis & Synthesis)
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Open AccessTechnical Note
A Single-Tube Nested PCR Method for SMN1 Deletion Detection in Spinal Muscular Atrophy
by
Ayano Kosaka, Makoto Sakima, Yoriko Noguchi, Tomoyoshi Shiroshita, Yasuhito Aoki, Yoshihiko Otsuka, Yoshihiro Bouike and Hisahide Nishio
Methods Protoc. 2026, 9(5), 128; https://doi.org/10.3390/mps9050128 - 31 Aug 2026
Abstract
Spinal muscular atrophy (SMA) is a rare autosomal recessive neuromuscular disorder caused predominantly by homozygous deletion of SMN1, resulting in degeneration of lower motor neurons and progressive muscle weakness and atrophy. In recent years, newborn screening programs for SMA using dried blood
[...] Read more.
Spinal muscular atrophy (SMA) is a rare autosomal recessive neuromuscular disorder caused predominantly by homozygous deletion of SMN1, resulting in degeneration of lower motor neurons and progressive muscle weakness and atrophy. In recent years, newborn screening programs for SMA using dried blood spots and PCR-based assays have been introduced in several countries, enabling presymptomatic diagnosis and earlier initiation of therapy. However, newborn screening does not eliminate the need for diagnostic testing in routine clinical practice, because adolescents and adults with milder or ambulant phenotypes may still present only after symptom onset and may experience diagnostic delay. We therefore developed a single-tube nested PCR (STNPCR) method as a practical diagnostic approach for symptomatic patients with suspected SMA. This method enables detection of homozygous SMN1 deletions using only standard PCR procedures and gel electrophoresis and may help identify patients with SMA who are not captured by newborn screening. Our assay using dried blood spot samples demonstrated preliminary technical feasibility in this proof-of-concept cohort, although further validation in larger independent cohorts will be required before its diagnostic utility can be established.
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(This article belongs to the Collection Analytical Chemistry Methods and Protocols: From Standard Practices to New Sustainable Approaches)
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Open AccessArticle
Evaluation of Two Methods for Decellularizing Human Amniotic Membranes for Use in Tissue Engineering
by
Elga Johanna Vargas, Carlos Domínguez-Paz and Lina Andrea Gómez
Methods Protoc. 2026, 9(5), 127; https://doi.org/10.3390/mps9050127 - 28 Aug 2026
Abstract
Background: The human amniotic membrane (hAM) is widely used in tissue engineering due to its low immunogenicity and extracellular matrix (ECM) rich in structural proteins; in this context, decellularization aims to remove cellular components while preserving tissue integrity, and this study aimed to
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Background: The human amniotic membrane (hAM) is widely used in tissue engineering due to its low immunogenicity and extracellular matrix (ECM) rich in structural proteins; in this context, decellularization aims to remove cellular components while preserving tissue integrity, and this study aimed to compare the effects of two enzymatic methods (trypsin and thermolysin). Methods: Human amniotic membranes obtained from placentas were divided into three groups: non-decellularized control, trypsin-treated, and thermolysin-treated. The membranes were treated with 0.25 trypsin-EDTA for 60 min at 37 °C, followed by incubation with Triton X-100 for 30 min at 37 °C, or with 125 µg/mL thermolysin for 9 min at 37 °C. Histological analysis with hematoxylin–eosin and semi-quantitative scoring assessed epithelial and stromal integrity, immunohistochemistry evaluated laminin α and fibronectin expression with quantitative image analysis, and uniaxial tensile testing measured mechanical properties; no preregistration numbers or animal models were reported. Results: Trypsin achieved more effective epithelial removal, whereas thermolysin caused greater stromal disruption; no statistically significant differences in laminin α or fibronectin expression were found among groups (p > 0.05), indicating preservation of key ECM components; both treatments reduced mechanical performance, with thermolysin decreasing early- and mid-path stiffness and trypsin reducing late-path stress and work density. Conclusion: Both enzymatic protocols preserved ECM composition but induced distinct structural and mechanical alterations, suggesting that method selection should balance efficient cell removal with preservation of structural and functional properties according to the intended application.
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(This article belongs to the Section Tissue Engineering and Organoids)
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Open AccessProtocol
Method and Analysis of High-Calcium Induced Differentiation of Human Primary Keratinocytes In Vitro
by
Sarmistha Mahanty and Dharna Saini
Methods Protoc. 2026, 9(5), 126; https://doi.org/10.3390/mps9050126 - 28 Aug 2026
Abstract
Epidermal development and regeneration rely on the stepwise differentiation of keratinocytes, the primary constituent cells of the epidermis. In the integrated epidermis, keratinocyte differentiation (KD) occurs in response to the increasing calcium gradient. Reflecting this, high-calcium incubation remains a popular approach for inducing
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Epidermal development and regeneration rely on the stepwise differentiation of keratinocytes, the primary constituent cells of the epidermis. In the integrated epidermis, keratinocyte differentiation (KD) occurs in response to the increasing calcium gradient. Reflecting this, high-calcium incubation remains a popular approach for inducing KD in vitro. The outcome is primarily assessed by differential expression of differentiation markers compared to proliferative cells. However, it is significantly influenced by the cell models used, calcium concentration and incubation time, which often vary between studies. Such differences compromise reproducibility and comparability. In this article, we overview major parameters that shape the outcome of high-calcium induced KD. Comparative experimental data between high-calcium incubation and high-density induced differentiation underscore the need for combining additional parameters, such as microscopy based visualization with marker protein analysis for unbiased assessment of KD. These recommendations are intended to guide future research in keratinocyte biology.
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(This article belongs to the Section Tissue Engineering and Organoids)
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Open AccessArticle
A Practical Workflow for Correcting Kit-Specific Effects in Whole-Exome Sequencing Data
by
Laura Jarosz, Marcel Ochocki, Julia Merta, Lajos Pusztai and Michal Marczyk
Methods Protoc. 2026, 9(5), 125; https://doi.org/10.3390/mps9050125 - 25 Aug 2026
Abstract
Large-scale, multi-center projects have become common in the era of rapid technological development, but protocol standardization remains challenging. In whole-exome sequencing (WES), various exome enrichment kits exhibit variable efficiency across genomic regions, leading to systematic, non-biological batch effects, much stronger than other technical
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Large-scale, multi-center projects have become common in the era of rapid technological development, but protocol standardization remains challenging. In whole-exome sequencing (WES), various exome enrichment kits exhibit variable efficiency across genomic regions, leading to systematic, non-biological batch effects, much stronger than other technical factors. We propose a workflow to minimize the effect of WES capture inconsistencies in single-nucleotide variation (SNV) data. The pipeline consists of quality control, mapping to the genome, SNV calling, joint genotyping, and imputing genotypes using reference haplotypes. SNVs are then aggregated into gene-level features measuring the burden of deleterious variants. Finally, a gene-level imputation is performed using a customized algorithm. Namely, if the detection rate of a gene is low in samples enriched with a given capture kit but high in samples enriched with other kits, missing values in the former group are imputed, as such differences are unlikely to reflect true biology. As a benchmark, we conducted a study on over a thousand breast cancer cases across 11 cohorts, using eight exome capture kits. We demonstrated that the proposed pipeline leads to a considerable decrease in the batch effect signal, potentially increasing the likelihood of finding true biological signals.
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(This article belongs to the Section Omics and High Throughput)
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Open AccessArticle
Evaluating Cell-Free DNA Quantification and Integrity in Breast Cancer Using Fluorometric, Electrophoretic and PCR-Based Platforms
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Gisha Rose Antony, Vidya P. Nimbalkar, Sowmya Nagaraj, Mahalakshmi Subramanya, Anupama C. Eshwara Rao, Ganapathi Bantwal, Belinda George, Akshay Ajoy, Nihal M. Ahamed, Rakesh S. Ramesh, Jyothi D. N, Jaya Kumari S and Jyothi S. Prabhu
Methods Protoc. 2026, 9(5), 124; https://doi.org/10.3390/mps9050124 - 24 Aug 2026
Abstract
Cell-free DNA (cfDNA) has emerged as a promising liquid biopsy biomarker; however, differences in analytical methods may influence cfDNA quantification and integrity assessment. This study compared plasma cfDNA concentration and integrity between treatment-naïve breast cancer (BC) patients (n = 100) and healthy
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Cell-free DNA (cfDNA) has emerged as a promising liquid biopsy biomarker; however, differences in analytical methods may influence cfDNA quantification and integrity assessment. This study compared plasma cfDNA concentration and integrity between treatment-naïve breast cancer (BC) patients (n = 100) and healthy controls (HC; n = 70) using complementary analytical platforms. cfDNA concentration was measured by Qubit fluorometry, TapeStation (TS) electrophoretic profiling, and ALU-based quantitative PCR (qPCR). An exploratory genomic DNA (gDNA) correction of Qubit-derived cfDNA concentration was performed using TS-derived fragment-size information. cfDNA integrity was assessed using the ALU-derived DNA Integrity Index (DII (ALU); ALU247/ALU115) and the TS-derived DNA Integrity Index (DII (TS)), and methods were compared for their correlation and agreement. Qubit- and TS-based cfDNA measurements were significantly higher in BC patients than in HC. Among the ALU-based qPCR measures, although ALU115 did not differ significantly between groups, ALU247 and DII (ALU) were significantly higher in BC patients, indicating an enrichment of longer cfDNA fragments. Exploratory gDNA correction did not substantially alter the observed differences. Significant positive correlations were observed among the cfDNA quantification methods. Supporting these findings, agreement analysis demonstrated improved agreement following gDNA correction. In contrast, cfDNA integrity assessment was method-dependent: although DII (ALU) was significantly higher in BC patients, DII (TS) did not differ significantly between groups, and no significant correlation or agreement was observed between the two indices, indicating that the two methods evaluate different lengths of cfDNA fragments. These findings demonstrate that complementary analytical platforms consistently differentiated BC patients from HC based on cfDNA concentration, whereas cfDNA integrity assessment depended on the analytical method employed. Together, these findings provide methodological insights into cfDNA quantification and fragmentation assessment and support the complementary use of fluorometric, electrophoretic, and ALU-based qPCR approaches for comprehensive cfDNA characterization.
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(This article belongs to the Section Molecular and Cellular Biology)
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Open AccessArticle
Comparison of the Utility of Amplitude–Spectral and Coherence Features of Psychotropic Drugs’ Action on ECoG Signal for Pharmaco-EEG Based Drug Screening in Rats
by
Yuriy I. Sysoev, Nikita S. Kurmazov, Darya D. Shitc and Sergey V. Okovityi
Methods Protoc. 2026, 9(5), 123; https://doi.org/10.3390/mps9050123 - 23 Aug 2026
Abstract
A naive Bayesian classifier (NBC) combined with principal component analysis (PCA) effectively differentiates the dose-dependent effects of certain groups of psychoactive drugs based on their impact on the amplitude–spectral characteristics of electrocorticograms (ECoG) in rats. This approach has been shown to be useful
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A naive Bayesian classifier (NBC) combined with principal component analysis (PCA) effectively differentiates the dose-dependent effects of certain groups of psychoactive drugs based on their impact on the amplitude–spectral characteristics of electrocorticograms (ECoG) in rats. This approach has been shown to be useful for pharmacological screening of agents with unknown or poorly understood activity. Despite previously obtained optimistic results, classification determination for some drugs was inaccurate, necessitating the search for possible ways to improve the predictive effectiveness of the proposed algorithm. One possible approach would be to use as input quantitative data not only the impact of the psychoactive drugs studied on the amplitude–spectral characteristics of ECoG but also connectivity changes, including the average coherence power of different pairs of leads. The aim of this study was to compare the accuracy of NBC in classifying the pharmacological mechanism of action of agents with well-known mechanisms (test set) using pharmaco-EEG data on changes in the amplitude–spectral characteristics of ECoG, coherence, and the combined use of two data sets. Materials and methods. Experiments were performed on Wistar rats with chronically implanted ECoG electrodes. The training set, relative to which the effects of the pharmacological agents from the test set were classified, were the matrices of effects of 12 pharmacological agents: the NMDA antagonist dizocilpine, the D2/D3 antagonists haloperidol and sulpiride, the M-anticholinergic tropicamide, the H1/5HT2A receptor blocker hydroxyzine, the acetylcholinesterase inhibitor galantamine, the alpha-2 adrenergic agonist dexmedetomidine, the alpha-2 adrenergic antagonist atipamezole, the adenosine receptor blocker caffeine and the GABA-mimetics aminophenylbutyric acid (phenibut), bromdihydrochlorophenylbenzodiazepine (phenazepam) and 5-ethyl-5-phenyl-2,4,6(1H,3H,5H)-pyrimidinetrione. The test set included various drugs with tropism for the targets of the training set drugs: dopamine receptor antagonists chlorpromazine, droperidol, tiapride and raclopride, H1-histamine blockers diphenhydramine and promethazine, 5-HT2-receptor blockers ritanserin and glemenserin, acetylcholinesterase inhibitor ipidacrine, alpha2-adrenergic receptor antagonist yohimbine, alpha2-adrenergic agonists medetomidine and xylazine, GABA-mimetics 5-ethyl-5-(1-methylbutyl)-2,4,6(1H,3H,5H)-pyrimidinetrione and chloral hydrate. The analysis of the ECoG signal included the calculation of 132 amplitude–spectral characteristics and 75 coherence indicators, which, using the PCA, led to new integrative indicators used for further classification of the NBC. Results and discussion. For each drug in the test set, the median similarity probability with a particular group from the training set was calculated, which was used to assess the classification quality. It was found that, when using the amplitude–spectral characteristics of ECoG, the proposed methodological approach allows for the identification of the ECoG effects of several groups of psychoactive drugs, including D2/D3-dopamine, M-cholinergic, H1-histamine, and 5-HT2-serotonin receptor blockers, AChE inhibitors, GABA-mimetics, and alpha-2-adrenergic receptor agonists and antagonists. This approach enabled the correct classification of 18 of 24 groups in the test set. When using changes in coherence indices as the initial data, the classification accuracy also amounted to 18 of 24 groups. When combining the two data sets, the number of correctly identified NBC groups was 20 of 24 groups. When comparing the classification during training (confusion matrix), it was found that coherence data or adding coherence data to the data based on changes in amplitude–spectral characteristics leads to a statistically significant (p < 0.01 in both cases) increase in accuracy. Conclusions. The obtained data demonstrated high accuracy in classifying the pharmacological activity of the test sample drugs using any of the three compared approaches. Despite the lack of statistically significant differences between them, classification based on the combined dataset demonstrated a higher number of “correct” similarities. This allows us to recommend the approach based on combined data of drug effects on amplitude–spectral characteristics and coherence as the most promising for further studies using pharmaco-EEG screening.
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(This article belongs to the Special Issue Advanced Methods and Technologies in Drug Discovery)
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Open AccessArticle
Suitability of a Fluorescence Method for Flavin Mononucleotide Determination in Modified HTK-Based Perfusion Solutions During Hypothermic Oxygenated Perfusion of Liver Grafts
by
Yulia B. Basok, Eugenia G. Kuznetsova, Aleksandra D. Belova, Dmitriy A. Morozov, Mikhail A. Boldyrev, Artem R. Monakhov, Nikita V. Grudinin, Vladimir K. Bogdanov, Denis M. Bondarenko, Stepan I. Zubenko, Nidzhat M. Yusuf and Sergey V. Gautier
Methods Protoc. 2026, 9(4), 122; https://doi.org/10.3390/mps9040122 - 19 Aug 2026
Abstract
A comprehensive assessment of allograft quality is essential for predicting successful transplantation and graft survival. Elevated levels of flavin mononucleotide (FMN) in perfusate obtained during hypothermic oxygenated perfusion (HOPE) may serve as a promising predictor of early graft dysfunction and post-transplant complications. The
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A comprehensive assessment of allograft quality is essential for predicting successful transplantation and graft survival. Elevated levels of flavin mononucleotide (FMN) in perfusate obtained during hypothermic oxygenated perfusion (HOPE) may serve as a promising predictor of early graft dysfunction and post-transplant complications. The aim of this study was to evaluate the feasibility of applying an FMN determination method to HTK-based perfusion solutions used during liver machine perfusion. The spectrofluorimetric method for FMN determination in modified HTK perfusion solution (modHTK) was evaluated for the following parameters: linearity, accuracy, repeatability, reproducibility, and stability. The study demonstrated the suitability of the quantitative FMN determination method for modHTK solution used during HOPE of liver grafts.
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(This article belongs to the Section Biochemical and Chemical Analysis & Synthesis)
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Open AccessArticle
The IMAGE Statement: A Proposed Reporting Guideline for Clinical Images—A CARE Guideline Extension
by
Howard Lopes Ribeiro Junior, Humberto Morais, Fidel Manuel Cáceres-Loriga and Mauer Alexandre da Ascensão Gonçalves
Methods Protoc. 2026, 9(4), 121; https://doi.org/10.3390/mps9040121 - 18 Aug 2026
Abstract
Clinical image publications represent an important educational resource across healthcare disciplines, providing concise visual demonstrations of diseases, diagnostic findings, and therapeutic outcomes. Despite their widespread use, reporting practices remain highly heterogeneous, with substantial variability in the description of clinical context, image acquisition, ethical
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Clinical image publications represent an important educational resource across healthcare disciplines, providing concise visual demonstrations of diseases, diagnostic findings, and therapeutic outcomes. Despite their widespread use, reporting practices remain highly heterogeneous, with substantial variability in the description of clinical context, image acquisition, ethical considerations, and educational content. Existing reporting guidelines, including the CARE Guidelines, do not specifically address the unique methodological and technical aspects of image-based publications. The aim of this study was to develop the IMAGE Statement (Improving Clinical Image Reporting Standards), a reporting guideline specifically designed for clinical image publications as an extension of the CARE Guidelines. The development process was informed by recommendations from the EQUATOR Network and included a literature review, analysis of journal instructions for authors, generation of candidate reporting items, and expert consensus. The resulting IMAGE Statement comprises 15 essential reporting items covering the title, patient information, clinical context, diagnostic assessment, image acquisition, image quality, image selection, image annotation, image description, diagnostic interpretation, final diagnosis, educational message, ethics and consent, artificial intelligence use disclosure, and figure legend. The IMAGE Statement provides a structured framework intended to improve completeness, transparency, reproducibility, educational value, and ethical reporting of clinical image publications across healthcare disciplines.
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(This article belongs to the Section Biomedical Sciences and Physiology)
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Open AccessArticle
Optimisation and Validation of a Microscale FRAP Assay with Matrix-Matched (Interaction-Corrected) Blanking for Accurate Antioxidant Capacity Assessment of Honeys
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Ivan Lozada Lawag, Sharmin Sultana, Lee Yong Lim and Cornelia Locher
Methods Protoc. 2026, 9(4), 120; https://doi.org/10.3390/mps9040120 - 18 Aug 2026
Abstract
This study optimised and validated a microplate Ferric-Reducing Antioxidant Power (FRAP) assay for honey that incorporates a honey-specific matrix-matched blank—a paired absorbance measurement lacking the chromogenic probe 2,4,6-tris(2-pyridyl)-s-triazine (TPTZ)—to separate true ferric reduction from non-reductive Fe3+–matrix interactions that otherwise inflate apparent
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This study optimised and validated a microplate Ferric-Reducing Antioxidant Power (FRAP) assay for honey that incorporates a honey-specific matrix-matched blank—a paired absorbance measurement lacking the chromogenic probe 2,4,6-tris(2-pyridyl)-s-triazine (TPTZ)—to separate true ferric reduction from non-reductive Fe3+–matrix interactions that otherwise inflate apparent antioxidant capacity. A 30 min incubation at 37 °C in the dark was selected as the optimal compromise between reaction completeness and reagent/matrix stability, using 20 µL sample and 180 µL FRAP reagent per well (absorbance at 620 nm). The assay was validated according to International Council for Harmonisation (ICH) principles, showing linearity for FeSO4·7H2O from 200–1200 µM (R2 ≥ 0.9988), Limit of detection/limit of quantification (LOD/LOQ) of 0.28/0.94 mmol Fe2+ equivalents kg−1, recoveries of 101–103%, and precision ≤ 5% relative standard deviation (RSD). All tested individual sugars except maltodextrin and the artificial honey matrix produced FRAP responses below the LOQ. Flavonoids, however, showed pronounced, time-dependent, non-reductive Fe3+ interactions and were markedly overestimated under conventional water blanking, while phenolic acids were less affected. Applied to 47 Western Australian honeys, the validated assay yielded FRAP activities of 2.80–9.52 mmol Fe2+ kg−1; matrix-matched blanking gave consistently lower, more chemically specific values than conventional water blanking, with corrections ranging up to >30% depending on honey type. Matrix-matched blanking is therefore essential, not optional, for accurate FRAP measurement in honey, and the same principle should apply directly to other phenolic-rich foods like wine, tea, and fruit extracts—wherever iron–polyphenol interactions confound conventional antioxidant assays.
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(This article belongs to the Collection Analytical Chemistry Methods and Protocols: From Standard Practices to New Sustainable Approaches)
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Open AccessArticle
Ultrasound-Enhanced Chemical Tissue Clearing of Large Specimens for 3D Microscopy: A Rapid and Accessible Method Using Standard Laboratory Equipment
by
Klaus Becker, Seyed Meraaj Foroughipour, Massih Foroughipour, Karoline Maria Schwendt, Stefan H. Geyer, James Oakes-Klein, Christoph Fuchssteiner, Wolfgang J. Weninger, Eugenijus Kaniusas and Saiedeh Saghafi
Methods Protoc. 2026, 9(4), 119; https://doi.org/10.3390/mps9040119 - 14 Aug 2026
Abstract
While the recently developed tissue clearing protocols pathoDISCO and activeDISCO significantly accelerate the clearing of large tissue specimens through active chemical dehydration using 2,2-dimethoxypropane, the final step of refractive index (RI) matching with viscous organic solvents as dibenzyl ether (DBE) remains restricted by
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While the recently developed tissue clearing protocols pathoDISCO and activeDISCO significantly accelerate the clearing of large tissue specimens through active chemical dehydration using 2,2-dimethoxypropane, the final step of refractive index (RI) matching with viscous organic solvents as dibenzyl ether (DBE) remains restricted by slow passive diffusion. To overcome this bottleneck, we applied 40 kHz ultrasound using a standard, cost-effective laboratory bath to significantly enhance the diffusion kinetics of the clearing medium into large specimens. Our investigation on multi-centimeter-sized porcine muscle and human earlobe samples demonstrates that 40 kHz acoustic oscillations generated by a standard ultrasound cleaning device not only accelerate the clearing process but also yield superior and stable long-term optical transparency. We also tested 1 MHz high-frequency ultrasound but it offered no kinetic advantages and tended to induce tissue micro-fractures, an artifact we have not observed at 40 kHz at comparable energy levels. We therefore propose that standard 40 kHz ultrasound baths, ubiquitous in laboratories for cleaning purposes, represent an ideal and accessible tool for optimizing solvent-based tissue clearing.
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(This article belongs to the Section Tissue Engineering and Organoids)
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Open AccessArticle
Wheel Diameter Affects Vibration Transmission but Not Performance During Uphill and Downhill Mountain Biking over Rough Terrain
by
Enrique Moreno-Manas, Salvador Llana-Belloch, Gonzalo Monfort-Torres and Xavier García-Massó
Methods Protoc. 2026, 9(4), 118; https://doi.org/10.3390/mps9040118 - 14 Aug 2026
Abstract
Mountain biking over rough terrain exposes riders to vibrations that may affect comfort, health, bicycle control, and performance. This study analyzed the effect of wheel diameter on vibration transmission and performance during a short uphill and downhill test over rocky terrain. Forty-nine highly
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Mountain biking over rough terrain exposes riders to vibrations that may affect comfort, health, bicycle control, and performance. This study analyzed the effect of wheel diameter on vibration transmission and performance during a short uphill and downhill test over rocky terrain. Forty-nine highly trained male mountain bikers completed repeated trials using two equivalent hardtail mountain bikes with 26- and 29-inch wheels. Vibrations were recorded with eight triaxial accelerometers placed on the bicycle and rider, and performance was assessed using an electronic photocell timing system. Both wheel sizes showed a similar vibration pattern, with lower root mean square (RMS) acceleration values at the helmet and coccyx and higher values at the wrists and ankles. However, wheel diameter significantly influenced vibration transmission. During the uphill test, the 26-inch bicycle produced higher accelerations at the coccyx and rear hub, whereas during the downhill test, the 29-inch bicycle transmitted greater vibrations to the rider’s wrists and ankles. No significant differences were observed between wheel sizes in the time required to complete either the uphill or downhill tests. These findings suggest that, in short and highly irregular uphill and downhill sections, 29-inch wheels do not necessarily improve performance over 26-inch wheels, although they modify the distribution of vibrations transmitted to the rider.
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(This article belongs to the Special Issue Methods on Sport Biomechanics—2nd Edition)
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Open AccessArticle
Analysis of Osteocalcin Hormone Proteoforms with Vitamin D Deficiency in Patients with Diabetes Mellitus Using Multiple-Reaction Monitoring–Mass Spectrometric Immunoassay Approach
by
Refat M. Nimer, Hicham Benabdelkamel, Afshan Masood, Maha Al Mogren, Salini Scaria Joy, Anas M. Abdel Rahman and Assim A. Alfadda
Methods Protoc. 2026, 9(4), 117; https://doi.org/10.3390/mps9040117 - 12 Aug 2026
Abstract
Osteocalcin (OC), a bone protein, is evaluated by its proteoforms, which are implicated in various illnesses. Rapid, clinically used immunoassays are well-established. Epitope dependence, fragment cross-reactivity, uneven identification across carboxylation states, and lack of standardization restrict their efficacy. This study aims to characterize
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Osteocalcin (OC), a bone protein, is evaluated by its proteoforms, which are implicated in various illnesses. Rapid, clinically used immunoassays are well-established. Epitope dependence, fragment cross-reactivity, uneven identification across carboxylation states, and lack of standardization restrict their efficacy. This study aims to characterize various OC proteoforms in patients with type 2 diabetes mellitus (T2DM) and vitamin D insufficiency and to develop a mass spectrometric immunoassay (MSIA) for their detection. The first MRM-MSIA test to specifically detect OC proteoforms in plasma with vitamin D deficiency-induced alterations in T2DM patients was developed and validated. A precise and selective MRM-MSIA was developed to assess OC fragments in plasma from T2DM patients with normal (DN) or deficient (DD) vitamin D levels. The approach examined OC-1 (aa64–71), OC-2 (aa64–70), and OC-3 (aa72–93) proteoforms. It met international linearity, precision, and accuracy criteria with variability <15% and intra/inter-day accuracy of 88.8% to 110.1%. The DD group had significantly higher OC-1 levels than the DN group. The receiver operating characteristic (ROC) curve for OC-1 produced an AUC of 0.8263 (95% confidence interval [CI], p = 0.0004). The developed MRM-MSIA measures plasma OC proteoforms with good specificity and sensitivity, making it a promising clinical diagnostic tool.
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(This article belongs to the Special Issue Feature Papers in Methods and Protocols 2026)
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Single-Dose L-Lysine-Induced Pancreatitis Followed by Pancreatic Neoplastic Progression in Adult Kras/Trp53-Driven Mice
by
Akihiro Kaneda, Masahiro Yoshida, Yoshiya Kawaguchi and Kenichiro Furuyama
Methods Protoc. 2026, 9(4), 116; https://doi.org/10.3390/mps9040116 - 10 Aug 2026
Abstract
Pancreatic ductal adenocarcinoma (PDAC) remains a highly lethal malignancy, highlighting the need for reproducible experimental systems that model pancreatic injury and subsequent neoplastic progression. Adult-onset genetically engineered models in which oncogenic Kras and mutant Trp53 are induced in the pancreas provide a relevant
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Pancreatic ductal adenocarcinoma (PDAC) remains a highly lethal malignancy, highlighting the need for reproducible experimental systems that model pancreatic injury and subsequent neoplastic progression. Adult-onset genetically engineered models in which oncogenic Kras and mutant Trp53 are induced in the pancreas provide a relevant platform for studying PDAC pathogenesis, but efficient neoplastic progression often requires concomitant pancreatic injury. Cerulein-induced pancreatitis is widely used to provide an injury-associated inflammatory stimulus that promotes PDAC progression; however, repeated-injection regimens are labor-intensive and increase cumulative handling stress in animals. Here, we describe a dose-optimized, single-dose L-Lysine protocol designed to induce acute pancreatitis and characterize subsequent pancreatic neoplastic progression in adult-onset Kras/Trp53-driven mice. Tamoxifen-treated Ptf1aCreER/+; KrasLSL-G12D/+; Trp53LSL-R172H/+; Rosa26-RFP mice received a single intraperitoneal injection of L-Lysine, followed by biochemical, histological, and immunohistochemical assessment of pancreatic injury and tumor development. A single 2.0 g/kg L-Lysine injection induced sublethal acute pancreatitis characterized by increased serum pancreatic enzymes, interstitial edema, inflammatory cell infiltration, acinar cell necrosis, and rapid mitochondrial alterations. During 3–6 months of follow-up, mice developed multifocal acinar-to-ductal metaplasia, PanIN lesions, invasive PDAC, and peritoneal dissemination. This protocol provides a simple, synchronized, and less labor-intensive model for studying pancreatic injury and subsequent neoplastic progression in adult-onset Kras/Trp53-driven mice.
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(This article belongs to the Section Molecular and Cellular Biology)
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Open AccessStudy Protocol
Screening for Sleep-Disordered Breathing Risk in Pediatric Dental Care: A Protocol Combining Questionnaire-Based Stratification and Wearable Home Sleep Monitoring
by
Parker Norman, Jaclyn Bain, Linda Sangalli, Mitchell Levine and Caroline M. Sawicki
Methods Protoc. 2026, 9(4), 115; https://doi.org/10.3390/mps9040115 - 1 Aug 2026
Abstract
Pediatric sleep-disordered breathing (SDB) is underdiagnosed despite its associations with adverse neurobehavioral, psychosocial, and cardiometabolic outcomes. Pediatric dental providers routinely evaluate craniofacial growth and maintain longitudinal contact with children, yet practical approaches for integrating SDB risk assessment into dental settings remain limited. This
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Pediatric sleep-disordered breathing (SDB) is underdiagnosed despite its associations with adverse neurobehavioral, psychosocial, and cardiometabolic outcomes. Pediatric dental providers routinely evaluate craniofacial growth and maintain longitudinal contact with children, yet practical approaches for integrating SDB risk assessment into dental settings remain limited. This protocol describes a prospective, cross-sectional observational study that will enroll 60 school-aged children aged 8–13 years from a university-based pediatric dental clinic and classify them as low-risk or high-risk for SDB using the Pediatric Sleep Questionnaire (PSQ; threshold ≥ 0.33). The primary aim is to examine associations between PSQ-based risk classification and objective physiologic sleep parameters, including the Apnea–Hypopnea Index, Respiratory Disturbance Index, Sleep Apnea Indicator, and Sleep Quality Index, obtained from a U.S. Food and Drug Administration-cleared wearable home sleep monitor—SleepImage Ring (MyCardio LLC, Denver, CO, USA)—worn for a minimum of three consecutive nights. Secondary aims will evaluate associations between SDB risk classification and body mass index, Mallampati score, Brodsky tonsillar grade, and psychosocial functioning (anxiety, depression, perceived stress, and daytime sleepiness). Exploratory craniofacial analyses will be conducted among participants with clinically available lateral cephalometric radiographs. This protocol could position pediatric dental visits as an accessible touchpoint for early identification of children with unrecognized SDB and inform pathways for timely referral. Protocol Version: 1.4, dated 13 May 2026. Trial Registration: ClinicalTrials.gov NCT07581938.
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(This article belongs to the Section Biomedical Sciences and Physiology)
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Open AccessArticle
Development of a Direct Cell-to-PCR Lysis Buffer Using Optimized Non-Ionic Detergents for RNA-Extraction-Free RT-qPCR
by
Mahmoud Zhra, Rawan Awni Alarawi, Shaimaa Abdelrahman Mohamed, Abdel Naser Daoud, Hana Fakhoury and Ahmad Aljada
Methods Protoc. 2026, 9(4), 114; https://doi.org/10.3390/mps9040114 - 31 Jul 2026
Abstract
Column-based RNA extraction is time-consuming, involves cumulative losses during transfer, wash, and elution steps, and has reduced recovery from sub-microliter inputs. These limitations restrict gene-expression analysis in small cell populations and low-titre pathogen detection in clinical specimens. We developed the Direct Cell-to-PCR Lysis
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Column-based RNA extraction is time-consuming, involves cumulative losses during transfer, wash, and elution steps, and has reduced recovery from sub-microliter inputs. These limitations restrict gene-expression analysis in small cell populations and low-titre pathogen detection in clinical specimens. We developed the Direct Cell-to-PCR Lysis Buffer, a defined non-ionic detergent formulation containing Tween 20 (0.3%), Triton X-100 (0.1%), and NP-40 (0.1%), for RNA-extraction-free one-step RT-qPCR. Lysates are added directly to reactions without pretreatment, heating, or column purification. Non-ionic detergents produced Ct values comparable to detergent-free controls, whereas SDS, Sarkosyl, and sodium deoxycholate abolished amplification. The method was benchmarked against the standard column-based PureLink RNA Mini Kit using SaOS-2 cells, MCF7 cells, peripheral blood mononuclear cells, and nasal and throat swabs. Direct lysates showed Ct offsets of 0.6 to 2.85 cycles compared with purified RNA, depending on sample type. Ubiquitin-C mRNA was detected down to a single-cell-equivalent input, and plasmid templates were detected to approximately 100 copies per reaction. The buffer was compatible with multiplex ScriptTaq COVID PCR, with unchanged RdRP, N, and RPP30 Ct values, and tolerated sodium azide up to 0.1%, supporting rapid direct RT-qPCR workflows.
Full article
(This article belongs to the Section Molecular and Cellular Biology)
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