Field Of Medicine Research Articles

How pharmacology can aid in the diagnosis of mental disorders.

The precise diagnosis of mental disorders constitutes a formidable problem. Mental disorders are currently diagnosed based on clinical symptoms, which are often subjective. Various drug classes, traditionally referred to as "antidepressants," "antipsychotics" and "mood stabilizers" are then used empirically to treat affected patients. The previous decade has witnessed an increasing extension of the use of drug classes beyond their traditional indications (e.g., "antidepressants" in the treatment of anxiety disorders). Therefore, we would like to initiate a discussion in the pharmacological and psychiatric research communities on an alternative classification of mental disorders: Instead of using the traditional categorical classification of mental disorders physicians should rather diagnose symptoms (e.g., anhedonia) without bias to a traditional categorization (e.g., depression). The appropriate most effective drugs are then selected based on these symptoms. Depending on the responsiveness of the patient towards a given drug X, the disease should be classified, e.g., as drug X-responsive disease. This approach will also help us elucidate the still poorly understood molecular mechanisms underlying mental disorders, i.e., drugs can also be viewed and used as molecular diagnostic tools. In several fields of medicine, drugs are already used as molecular diagnostic tools. Thus, there is already precedence for the concept proposed here for mental disorders.

Study on the Bioactivity Response of the Newly Developed Zn-Cu-Mn/Mg Alloys for Biodegradable Implant Application.

Scaffolds play a crucial role in bone tissue engineering to support the defect area through bone regeneration and defect reconstruction. Promising tissue regeneration without negative repercussions and avoidance of the lifelong presence inside the body make bioresorbable metals prosper in the field of regenerative medicine. Recently, Zn and its alloys have emerged as promising biodegradable materials for their moderate degradation rate and satisfactory biocompatibility. Nevertheless, it is very challenging for cells to adhere and grow over the Zn surface alone, which influences the tissue-implant integration. In this study, an attempt has been made to systematically investigate the bioactivity responses in terms of in vitro hemocompatibility, cytotoxicity, antibacterial activity, and in vivo biocompatibility of newly developed Zn-2Cu-0.5Mn/Mg alloy scaffolds with different surface roughness. The rough surface of Zn-2Cu-0.5Mg shows the highest degradation rate of 0.16 mm/yr. The rough surface exhibits a prominent role in the adsorption of protein, further enhancing cell adhesion. Concentration-dependent alloy extract shows the highest cell proliferation for 12.5% of the extract with a maximum cell viability of 101% in Zn-2Cu-0.5Mn and 108% in Zn-2Cu-0.5Mg after 3 d. Acceptable hemolysis percentages (less than 5%) with promising anticoagulation properties are observed for all of the conditions. Enhanced antibacterial (Staphylococcus aureus and Escherichia coli) activity due to a significant effect of ions illustrates the maximum killing effect on the bacterial colony for the rough Zn-2Cu-0.5Mg alloy. In addition, it is observed that for rough Zn-2Cu-0.5Mn/Mg alloys, the inflammatory response is minimal after subcutaneous implantation, and neo-bone tissue forms in the defect areas of the rat femur with satisfactory biosafety response. The osseointegration property of the Zn-2Cu-0.5Mg alloy is comparable to that of the Zn-2Cu-0.5Mn alloy. Therefore, the rough surface of the Zn-2Cu-0.5Mg alloy has the potential to enhance biocompatibility and promote better osseointegration activity with host tissues for various biomedical applications.

Innovative Strategies in 3D Bioprinting for Spinal Cord Injury Repair.

Spinal cord injury (SCI) is a catastrophic condition that disrupts neurons within the spinal cord, leading to severe motor and sensory deficits. While current treatments can alleviate pain, they do not promote neural regeneration or functional recovery. Three-dimensional (3D) bioprinting offers promising solutions for SCI repair by enabling the creation of complex neural tissue constructs. This review provides a comprehensive overview of 3D bioprinting techniques, bioinks, and stem cell applications in SCI repair. Additionally, it highlights recent advancements in 3D bioprinted scaffolds, including the integration of conductive materials, the incorporation of bioactive molecules like neurotrophic factors, drugs, and exosomes, and the design of innovative structures such as multi-channel and axial scaffolds. These innovative strategies in 3D bioprinting can offer a comprehensive approach to optimizing the spinal cord microenvironment, advancing SCI repair. This review highlights a comprehensive understanding of the current state of 3D bioprinting in SCI repair, offering insights into future directions in the field of regenerative medicine.

Safety and effectiveness results of an innovative injectable poly-L-lactic acid-based collagen stimulator (Lanluma®)-Clinical outcomes at 9 months in a post-market study.

Injectable fillers for soft tissue augmentation stand out as one of the most favored procedures in the field of aesthetic medicine, especially in addressing the clinical signs of skin aging. Among soft tissue fillers, non-permanent fillers have been safely used in numerous medical applications for several decades. The aim of this post-market observational, open-label, uncontrolled, multicentered, prospective study (PMS) was to evaluate the effects of an injectable poly-L-lactic acid-based collagen stimulator (Lanluma®, the study product). This analysis is based on the clinical outcomes data (safety and effectiveness) collected from investigators and participants between the first injection (T0, September 2022) and 9 months thereafter (T3, June 2023) in the treatment of five body-contouring areas. Overall, 70 participants had 99 treatment sessions of the neck (31%), upper arm (20%), hand (17%), thigh (16%) and décolleté (15%). Lumps (neck, upper arm, hand) and nodules (neck, hand, thigh) were the most frequent adverse events (AEs) reported by investigators. All were treatment related. None were serious, severe or fatal. No AEs were reported following treatment of the décolleté. Both investigators and participants reported high levels of satisfaction during the nine-month follow-up period with the treatments in five body areas. These positive clinical outcomes can be attributed to a proper implementation of best practices and recommendations, and the rheological properties of the study product. This 9-month follow-up analysis should be reconsidered in light of the study's objectives for the final analysis at the 25-month follow-up.

The Provisions of Using Elephants’ Ivory Bone: An Applied Jurisprudential Study

The study aimed to clarify the rulings on the use and utilization of ivory in Islamic jurisprudence. It followed both the inductive and analytical methods, elucidating the nature of ivory and the rulings on the purity of bones from deceased animals, with a particular focus on elephant bones, through presenting the opinions of jurists. It also addressed the rulings on the utilization of ivory through sale and its use in various industries, as well as its use in medicine and treatment. The study sought to determine the most authoritative opinion based on evidence and in alignment with the objectives of Sharia. The study concluded with several findings, including that elephant bone is considered pure according to the most authoritative opinion, that the sale of ivory is permissible, and that it can be used in various industries and in the field of medicine, such as being implanted in the human body, when necessary, without affecting the validity of prayer. The study recommended incorporating the rulings on the utilization of ivory into academic curricula and presenting papers at conferences to explore this topic in a manner consistent with contemporary realities.

Leveraging the use of a social media app as a collaborative medical information and knowledge sharing tool—insights from experiential use and survey of a CME WhatsApp community

Background and aimContinuing Medical Education (CME) is crucial for physicians to stay current in the rapidly advancing field of medicine. A WhatsApp (WA) based community of physicians was initiated in 2016 ‘WhatsApp CME India Group’ to facilitate learning, knowledge sharing, and discussion among physicians. Due to participant size constraints of the technology, it evolved into seven distinct WA groups, overseen by a central administrator. A survey undertaken in the group’s 7th year aimed to evaluate its effectiveness in achieving its goals, measure participant engagement, and uncover the primary factors driving its usage.MethodsThe survey questionnaire was distributed to 3500 members across the 07 WhatsApp CME groups for voluntary participation. Data collected was analysed using SPSS version 24.0 (SPSS Inc., Chicago, IL, USA) and reported using descriptive statistics.ResultsAmong the 581 survey respondents, the study found 43% of physicians use the WhatsApp academic groups for CME content, with 32% accessing their group over four times daily. The primary motivation for 77% was to discuss challenging cases and to gain knowledge updates from fellow physician (70%). Medical websites (57%), referral books (49%), and Google (43%) were other significant resources. Every participant (100%) found the WhatsApp CME India group the most beneficial resource for daily medical science updates. A significant portion (57%) of the respondents found the group valuable for real-time information exchange. Over 78% stated it kept them current with knowledge and guidelines. Notably, 94% viewed WhatsApp CME as complementary to physical conferences, not a replacement. The post-conference/webinar summaries were appreciated by 81% participants. Case discussions (31%) and update posts from fellow physicians sharing their insights and learnings (24%) were noted as activities of great academic interest.ConclusionThis study underscores the potential of digital platforms like WhatsApp in supplementing CME in India and potentially other comparable settings. The blend of digital and traditional resources suggests a balanced learning approach. While real-time engagement is a strength, challenges like information overload and privacy concerns require careful management. Striking a balance is crucial for ensuring content quality, structured discussions and privacy. As the digital age advances, professionals must critically assess shared information on these platforms to guarantee evidence-based and reliable knowledge dissemination.Trial registrationARK 001.

Traditionally used medicinal plants for human ailments and their threats in Guraferda District, Benchi-Sheko zone, Southwest Ethiopia

BackgroundThe field of traditional medicine encompasses a wide range of knowledge, skills, and practices that are deeply rooted in the theories, beliefs, and experiences of different cultures. The research aimed to identify traditional medicinal plants used in Guraferda District and assess the threats they face.MethodA total of 96 individuals, 80 males and 16 females, were interviewed to gather ethnobotanical data. Statistical tests like independent t tests, ANOVA, correlation, and regression were conducted using R software version 4.3.2 to compare informant groups.ResultThe study found 81 medicinal plant species in the district from 71 genera and 38 families, with Asteraceae and Solanaceae families having the most species. Leaves were the most commonly used plant part for medicine. Significant differences in plant knowledge were observed across genders, age groups, education levels, and experiences. The highest ICF value was for Dermal and Cutaneous ailments, and Cissampelos mucronata A. Rich and Bidens pilosa L. had the highest fidelity levels.ConclusionThe study highlighted the importance of traditional medicinal plants in treating ailments but noted threats like overharvesting, habitat destruction, and climate change. Conservation efforts and sustainable harvesting practices are crucial to ensure the availability of these plants for future generations. Further research is needed to explore their potential for modern medicine and develop sustainable use strategies.

Organ Donation through the Eyes of Jordanian Medical Students

Background: Organ donation is a critical component in the field of transplantation medicine, offering lifesaving opportunities for patients with end-stage organ failure. This study investigated the knowledge, attitude, and practice (KAP) survey regarding organ donation among medical students in Jordan. Methods: A cross-sectional survey was conducted among medical students across six Jordanian universities. Using a convenience sampling method, participants were invited via email, social media, and professional networks to complete a structured online questionnaire. The survey captured data on demographics, knowledge about organ donation processes, attitudes toward organ donation, and self-reported practices. Statistical analyses explored associations between students’ KAP and their demographic characteristics. Results: A total of 539 medical students participated in the study. Findings revealed moderate knowledge and generally positive attitudes toward organ donation, with significant variability influenced by demographic factors. Students from various universities demonstrated different levels of knowledge and attitudes. Notably, religious and cultural beliefs significantly affected students’ attitudes toward organ donation. Conclusions: The study highlighted a gap between the positive attitudes and the actual commitment to organ donation among the participants, revealing a need for targeted educational interventions to address misconceptions and enhance the willingness to donate organs. Promoting organ donation education within medical schools could foster a more supportive environment for organ donation, ultimately contributing to increased donor rates and improved transplantation outcomes in Jordan.

Importance of Pharmacovigilance in Health and Clinical Research

The field of pharmacogenomics has grown to be quite promising for the medical industry. Therefore, it is critical to assess the attitudes and knowledge of healthcare professionals. The study of interindividual differences in DNA sequence linked to pharmacological response is known as pharmacogenomics, or PGx. There have been several attempts to incorporate this area of research into standard therapeutic procedures. Before initiating clinical PGx in a hospital setting, we provide a brief overview of PGx and its function in enhancing treatment outcomes. Prioritization should involve assessing the PGx evidence that is now available, reviewing the medications that are most relevant, and figuring out which variant alleles and drug-gene combinations are the most actionable. Pharmacogenomics, or PGx, is one of the fields of precision medicine with the greatest potential to swiftly transform standard healthcare.Due to the quick advances in PGx knowledge obtained from extensive basic and clinical research as well as the falling costs of laboratory testing, there is presently increased interest in PGx and anticipation of an imminent clinical translation with major therapeutic impact. However, integrating PGx into clinical workflows is not an easy task; multidisciplinary cooperation and thorough procedures are needed. A greater knowledge of unresolved difficulties has resulted from the pioneering models for clinical PGx implementation developed by a number of national and international institutes.

Synchronization evaluation of memristive photosensitive neurons in multi-neuronal systems

At the forefront of brain-computer interface (BCI) technology exploration, the synchronization phenomenon in neural networks demonstrates significant potential for application. This paper focuses on the memory characteristics and nonlinear dynamic behavior of memristors, an emerging electronic component. By innovatively integrating memristors, phototubes, and FitzHugh-Nagumo (FHN) circuits, we construct a memristive photosensitive neuron (MPN) model, aiming to explore its unique role in neural network synchronization. Utilizing the memristors' inherent memory capabilities and nonlinear properties, the MPN model mimics the dynamic behavior of biological neurons. Experiments show that synchronization is highly sensitive to the memristor's initial values, revealing intricate synchronization regulation mechanisms. Furthermore, we find that chaotic electrical currents, as environmental disturbances, have dual effects—either promoting or inhibiting MPN network synchronization—depending on specific parametric conditions. To simulate a realistic biological neural network and achieve efficient coupling among multiple MPN units, this paper adopts a Hopfield network structure. The results indicate that this structure significantly enhances the synchronization stability of the system, reduces sensitivity to initial conditions, and mitigates the adverse effects of chaotic currents. This research not only enhances our understanding of neural network synchronization but also provides novel theoretical support and technical pathways for the development of BCI technology, indicating broad application prospects in neuroscience, rehabilitative medicine, and other fields.

Research on optical properties of Eu3+ doped bismuth silicate crystals based on first principles

This paper is based on the first principles of density functional theory and uses the virtual crystal approximation method to calculate and analyze the optical properties of differently proportioned Eu3+-doped Bismuth silicate (Bi4Si3O12, or BSO). The results show that minor Eu3+ doping (1/12–1/3) improves the polarization ability of BSO and reduces energy loss. Additionally, doping an appropriate amount of Eu3+ (1/12–1/3) can improve light absorption and transmission of BSO to some extent. That is to say, Eu3+ doping improves the response of BSO to infrared light, and the absorption capacity in the ultraviolet and visible light regions is also enhanced. The theoretical research in this paper elucidates the changes in the optical properties of BSO after doping with Eu3+, providing a theoretical basis for expanding its application as a scintillation crystal in high-energy physics experiments, nuclear medicine, and other fields.

Physiological Metabolic Analysis of VB12 Accumulation in Ensifer adhaerens Casida A Enhanced by Oxygen Limitation.

Cobalamin (VB12) is in enormous demand across the fields of medicine, food, and feed additives. However, the oxygen supply plays a critical role in VB12 biosynthesis by Ensifer adhaerens Casida A and has been identified as a bottleneck for economical substrate consumption. This study elucidates the relationship between oxygen limitation and VB12 accumulation with transcriptomic and metabolomic analyses. Under oxygen limitation, E. adhaerens enhances oxygen transport and storage by increasing expression of flavin hemoglobin (Hmp), which was up-regulated 6-fold at 24h of oxygen restriction compared to the oxygen restriction of 4h (p<0.01). Because of the cofactor of Hmp is heme, the demand for heme increases, leading to the upregulation of genes in the heme biosynthesis pathway. Similarly, genes involved in biosynthesis of its precursor, 5-ALA, were upregulated as well. 5-ALA is also a direct precursor of VB12, further leading to the upregulation of genes in the VB12 biosynthesis pathway. This process initiates biosynthesis and accumulation of VB12. As VB12 and heme biosynthesis progresses, genes associated with the biosynthesis and transportation pathways of compounds related to their biosynthesis were likewise upregulated, including genes involved in S-adenosyl methionine (SAM) biosynthesis, and the transport of Fe2+ and Co2+. Additionally, amino acids and organic acids associated with biosynthesis were also extensively consumed, such as methionine, which is used for synthesizing SAM, decreased by 310% after 24 h of oxygen limitation compared to 20% dissolved oxygen (p<0.05). At the same time, genes related to growth-associated metabolic pathways, such as pentose phosphate pathway (PPP), were significantly downregulated. Therefore, the potential mechanism by which E. adhaerens accumulates VB12 under oxygen-limited conditions by enhancing Hmp expression, which facilitates the porphyrin metabolic pathway and promotes VB12 biosynthesis. This research provides valuable insights for increasing VB12 production through metabolic engineering and process optimization.

Practices and Barriers in Developing and Disseminating Plain-Language Resources Reporting Medical Research Information: A Scoping Review.

The intent of plain-language resources (PLRs) reporting medical research information is to advance health literacy among the general public and enable them to participate in shared decision-making (SDM). Regulatory mandates coupled with academic and industry initiatives have given rise to an increasing volume of PLRs summarizing medical research information. However, there is significant variability in the quality, format, readability, and dissemination channels for PLRs. In this scoping review, we identify current practices, guidance, and barriers in developing and disseminating PLRs reporting medical research information to the general public including patients and caregivers. We also report on the PLR preferences of these intended audiences. A literature search of three bibliographic databases (PubMed, EMBASE, Web of Science) and three clinical trial registries (NIH, EMA, ISRCTN registry) was performed. Snowball searches within reference lists of primary articles were added. Articles with PLRs or reporting topics related to PLRs use and development available between January 2017 and June 2023 were identified. Evidence mapping and synthesis were used to make qualitative observations. Identified PLRs were quantitatively assessed, including temporal annual trends, availability by field of medicine, language, and publisher types. A total of 9116 PLRs were identified, 9041 from the databases and 75 from clinical trial registries. The final analysis included 6590 PLRs from databases and 72 from registries. Reported barriers to PLR development included ambiguity in guidance, lack of incentives, and concerns of researchers writing for the general public. Available guidance recommendations called for greater dissemination, increased readability, and varied content formats. Patients preferred visual PLRs formats (e.g., videos, comics), which were easy to access on the internet and used short jargon-free text. In some instances, older audiences and more educated readers preferred text-only PLRs. Preferences among the general public were mostly similar to those of patients. Psychology, followed by oncology, showed the highest number of PLRs, predominantly from academia-sponsored research. Text-only PLRs were most commonly available, while graphical, digital, or online formats were less available. Preferred dissemination channels included paywall-free journal websites, indexing on PubMed, third-party websites, via email to research participants, and social media. This scoping review maps current practices, recommendations, and patients' and the general public's preferences for PLR development and dissemination. The results suggest that making PLRs available to a wider audience by improving nomenclature, accessibility, and providing translations may contribute to empowerment and SDM. Minimizing variability among available guidance for PLR development may play an important role in amplifying the value and impact of these resources.

Evaluating the effectiveness of various agents as interim preservative media for biopsy specimens: An experimental in vitro study

In the field of medicine, diagnosing diseases involves various steps, procedures, and protocols. Histopathological examination remains the gold standard for a definitive and accurate diagnosis. This process relies on an initial step of tissue fixation.Formaldehyde is a traditional fixative material and is typically used as 10% or 4% buffered solutions. However, significant health risks are associated with formaldehyde exposure.Our paper aimed to evaluate and compare variable media as a preservative agent. The study included eight groups as follows: (1) normal saline 0.9%; (2) local anesthesia with epinephrine (2% Lidocaine HCl/ 1:100,000 epi); (3) local anesthesia without epinephrine (3% Mepivacaine HCl/ plain); (4) distilled water; (5) Saliva collected from healthy male participants; (6) Milk (Almarai- full-fat fresh milk); (7) Propolis; and (8) l0% formalin. Three tissue samples from each group were fixed in 10% formalin for 24 h after being preserved for 6 h at ambient temperature in their respective media. All specimens were stained with Hematoxylin and Eosin.The following histological structures were assessed: (1) superficial 1/3 of the epithelium, (2) middle 1/3 of the epithelium, (3) lower 1/3 of the epithelium, (4) basement membrane/rete ridges, (5) fibrous connective tissue, (6) blood vessels/endothelial cells, (7) skeletal muscle, (8) adipose tissue, and (9) nerve bundles. A numerical rating system was employed to assess these components, with scores ranging from 1 to 4.Our findings suggest propolis has promising potential as a tissue fixative. This study highlighted the effectiveness of propolis as a preservative and fixative solution, which warrants further investigation.

Applications of Silver Nanoparticles in Patent Research.

Silver nanoparticles (AgNPs) have been widely applied in research and industrial fields, finding applications in nanomedicine, drug delivery, biomedical devices, electronics, the energy sector, and environmental protection. Patents provide information on the industrial viability of product technologies, and the number of patent documents provides an estimate of the evolution of a specific technological field. The present work aims to describe the current trends in AgNPs patent applications. In addition, a retrospective study of published patents in Brazil is presented. Analyses of AgNPs-related patents were conducted using the free platform for patent search Lens® in 2010-2019 and articles published in same period using the Scholar® base. The patent applications and their evolution over time, major depositors and holders, and the main technological areas associated with AgNP applications have been described. China and United States are the major patent applicants for nanotechnologies. The worldwide distribution of publications of journal articles shows that China, India, and the United States are the leading countries in the total number of articles published, in that order. Our study of patent applications and published articles confirmed the growing global increase in new technologies involving NPs and AgNPs, particularly in the biotechnology area, in the fields of medicine and agriculture.

Modification and Screening of Antibiotic-producing Strains

Antibiotics play an important role in the field of medicine and healthcare, and with increasing usage, there is an urgent need to improve the quality and yield of antibiotic products to achieve cost reduction and efficiency. This has forced scientists to modify and screen antibiotic-producing strains to improve the yield and quality of antibiotic products. This paper briefly describes the strain modification methods as well as strain screening methods, discusses the limitations of each method, and looks forward to the development trend of strain modification and screening.

Potential Role of Oxidative Stress in the Pathophysiology of Neurodegenerative Disorders.

Neurodegeneration causes premature death in the peripheral and central nervous system. Neurodegeneration leads to the accumulation of oxidative stress, inflammatory responses, and the generation of free radicals responsible for nervous disorders like amyotrophic lateral sclerosis, Alzheimer's disease, Parkinson's disease, and Huntington's disorders. Therefore, focus must be diverted towards treating and managing these disorders, as it is very challenging. Furthermore, effective therapies are also lacking, so the growing interest of the global market must be inclined towards developing newer therapeutic approaches that can intercept the progression of neurodegeneration. Emerging evidences of research findings suggest that antioxidant therapy has significant potential in modulating disease phenotypes. This makes them promising candidates for further investigation. This review focuses on the role of oxidative stress and reactive oxygen species in the pathological mechanisms of various neurodegenerative diseases, amyotrophic lateral sclerosis, Alzheimer's disease, Parkinson's disease, and Huntington's disorders and their neuroprotection. Additionally, it highlights the potential of antioxidant-based therapeutics in mitigating disease severity in humans and improving patient compliance. Ongoing extensive global research further sheds light on exploring new therapeutic targets for a deeper understanding of disease mechanisms in the field of medicine and biology targeting neurogenerative disorders.

Complex Thinking Abilities in the Rapidly Evolving Field of Genomics and Personalized Medicine: Analysis of Actionability on Cancer with ChatGPT and Literature

Complex Thinking Abilities in the Rapidly Evolving Field of Genomics and Personalized Medicine: Analysis of Actionability on Cancer with ChatGPT and Literature

Nitrogen-doped polydopamine manganese nanoparticles with excellent oxidase-like activity for ultrafast detection of glutathione at room temperature

Glutathione (GSH) is an essential natural antioxidant, and plays a crucial role in the prevention of various diseases. Herein, a nitrogen-doped polydopamine manganese nanoparticle (N-PDA@Mn) was prepared and used as nanozyme sensor for the rapid and colorimetric detection of GSH. N-PDA@Mn demonstrated excellent oxidase-like activity (Km = 0.0841 mM and Vmax = 3.6 × 10-7 MS-1), exhibiting a rapid balance period of < 100 s. N-PDA@Mn could activate dissolved oxygen to primarily generate singlet-oxygen (1O2), which oxidized colorless 3,3′, 5, 5′-tetramethylbenzidine (TMB) to blue oxidized (ox-TMB). Because GSH could rapidly deplete 1O2, an ultrafast and colorimetric strategy was developed for GSH detection based on N-PDA@Mn. The GSH detection range was 0.5–100 μM, and the detection limit was 0.28 µM. Importantly, at room temperature, the detection time was only 30 s, which was short than that of previously reported GSH detection methods. Furthermore, a point-of-care testing (POCT) platform was designed by combining the N-PDA@Mn colorimetric sensor with a smartphone. Use the POCT platform, a broad linear detection range of 0.5–100 μM and a detection limit of 0.40 μM were obtained. Subsequently, the N-PDA@Mn colorimetric sensor and POCT platform were successfully used in the real-time and on-site quantification of GSH in human serum, achieving a high accuracy and good recovery. Therefore, the N-PDA@Mn-based methods could realize the rapid, on-site visualization, and economical detection of GSH, demonstrating their substantial potential for application in practical testing in fields of food and medicine.

Rapid identification of moxa wool storage period based on hyperspectral imaging technology and machine learning

Moxa wool (MW), derived from the dried leaves of Artemisiaargyi, plays a significant role in traditional Chinese medicine. However, the quality of MW varies with its storage period, impacting its therapeutic efficacy. Traditional methods for quality detection are limited and destructive. To address this, we propose a non-destructive detection method using hyperspectral imaging technology and machine learning algorithms to accurately identify the storage period of MW. Nevertheless, hyperspectral data poses challenges due to its high dimensionality and redundancy, leading to increased computational complexity. To overcome this, we employed principal component analysis (PCA), competitive adaptive reweighted sampling (CARS), and successive projection algorithm (SPA) for data dimensionality reduction and wavelength selection. The results demonstrate that these techniques significantly enhance the accuracy of MW storage year identification. For Nanyang MW, the CARS+SVM model achieved the highest accuracy rates of 99.8% in the visible-near-infrared (VNIR) range and 99.55% in the shortwave infrared (SWIR) range. Similarly, for Qichun MW, the SPA+SVM model achieved identification accuracies of 99.78% and 99.47% in the VNIR and SWIR ranges, respectively. This research provides valuable insights into the rapid detection of MW quality by indication of storage years and presents a novel approach for quality control of MW in the field of traditional Chinese medicine. The combination of hyperspectral imaging and machine learning offers a promising solution for efficient and accurate MW identification, contributing to the advancement of traditional medicine practices.