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Quantitative analysis of soil potassium by near-infrared (NIR) spectroscopy combined with a three-step progressive hybrid variable selection strategy.
Du, X, Chen, H, Xie, J, Li, L, Cai, K, Meng, F
Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy. 2025;:124998
Abstract
Soil potassium is a crucial nutrient element necessary for crop growth, and its efficient measurement has become essential for developing rational fertilization plans and optimizing crop growth benefits. At present, data mining technology based on near-infrared (NIR) spectroscopy analysis has proven to be a powerful tool for real-time monitoring of soil potassium content. However, as technology and instruments improve, the curse of the dimensionality problem also increases accordingly. Therefore, it is urgent to develop efficient variable selection methods suitable for NIR spectroscopy analysis techniques. In this study, we proposed a three-step progressive hybrid variable selection strategy, which fully leveraged the respective strengths of several high-performance variable selection methods. By sequentially equipping synergy interval partial least squares (SiPLS), the random forest variable importance measurement (RF(VIM)), and the improved mean impact value algorithm (IMIV) into a fusion framework, a soil important potassium variable selection method was proposed, termed as SiPLS-RF(VIM)-IMIV. Finally, the optimized variables were fitted into a partial least squares (PLS) model. Experimental results demonstrated that the PLS model embedded with the hybrid strategy effectively improved the prediction performance while reducing the model complexity. The RMSET and RT on the test set were 0.01181% and 0.88246, respectively, better than the RMSET and RT of the full spectrum PLS, SiPLS, and SiPLS-RF(VIM) methods. This study demonstrated that the hybrid strategy established based on the combination of NIR spectroscopy data and the SiPLS-RF(VIM)-IMIV method could quantitatively analyze soil potassium content levels and potentially solve other issues of data-driven soil dynamic monitoring.
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Nutritional screening and assessment tools for patients with cirrhosis based on the Global Leadership Initiative on Malnutrition criteria.
He, Y, Hu, L, Wu, S, Li, L, Zhong, K, Li, J, Liu, N, Sun, X, Wang, Q, Sun, C, et al
Journal of human nutrition and dietetics : the official journal of the British Dietetic Association. 2024;(2):430-439
Abstract
BACKGROUND Malnutrition is highly prevalent and associated with complications and mortality in patients with cirrhosis. METHODS This was a prospective observational study. Patients with cirrhosis were screened using the Nutritional Risk Screening 2002, the Royal Free Hospital-Nutritional Prioritizing Tool and the Skeletal Muscle Index. Then, the sensitivity, specificity, positive and negative predictive values, and consistency with the Global Leadership Initiative on Malnutrition criteria results were calculated. We also analysed the association between nutritional status and short-term prognosis. RESULTS We enrolled 125 patients with cirrhosis, of whom 59.20% and 60.00% were malnourished based on the Global Leadership Initiative on Malnutrition criteria and Skeletal Muscle Index. Some 53.60% and 65.60%, respectively, were classified medium-to-high nutritional risk by Nutritional Risk Screening 2002 and the Royal Free Hospital-Nutritional Prioritizing Tool. The Royal Free Hospital-Nutritional Prioritizing Tool had the best predictive value, and it was more sensitive and had a better negative predictive value than the Nutritional Risk Screening 2002 Tool. The Skeletal Muscle Index also had good sensitivity and predictive value. The Royal Free Hospital-Nutritional Prioritizing Tool, Skeletal Muscle Index and Global Leadership Initiative on Malnutrition criteria showed high concordance. The 3- and 6-month mortality rates were significantly higher for patients with moderate-to-high nutritional risk or malnutrition, regardless of the tool. CONCLUSIONS When assessing cirrhosis with the Global Leadership Initiative on Malnutrition criteria, the Royal Free Hospital-Nutritional Prioritizing Tool is best for nutritional screening and the Skeletal Muscle Index is also a good nutritional assessment tool.
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Short-term skin reactions and changes in stratum corneum following different ways of facial sheet mask usage.
Wang, Y, Cao, Y, Huang, X, Zhang, M, Hu, J, Li, L, Xiong, L
Journal of tissue viability. 2024
Abstract
BACKGROUND The global facial mask market grows steadily at 8.5 % annually. However, prolonged use may lead to skin inflammation. OBJECTIVE To investigate how various mask types and wearing durations impact skin physiology and aquaporins3 (AQP3) expression in healthy subjects. METHODS We used a randomized controlled design to investigate the effects of three types of facial masks (pure water, hyaluronan, and bifida ferment lysate) and four different duration(5, 15, 25, and 40 min) on various skin parameters in volunteers, assessing moisture content, transepidermal water loss (TEWL), sebum, corneocyte size, and AQP3 expression before and after mask application, while also evaluating adverse reactions, discomfort, and noncompliance. RESULT Hydration and TEWL increased at first, then decreased. Sebum increased with all types of masks, particularly after 40 min. Vasodilation and AQP3 expression were linked to mask duration. Corneocyte sizes remained constant. The main adverse reactions were redness (10.71 %, n = 28) and dryness (57.14 %, n = 28), especially with pure water masks lasting over 25 min. CONCLUSION Short-term use of facial sheet masks (<25 min) benefits skin with improved hydration, reduced redness, and AQP3 activation, while prolonged use can lead to increased dryness and redness.
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KLF8 Promotes the Survival of Lung Adenocarcinoma During Nutrient Deprivation by Regulating the Pentose Phosphate Pathway through SIRT2.
Bai, Q, Jin, W, Chen, F, Zhu, J, Cao, L, Yang, Y, Zhong, F, Li, L
Frontiers in bioscience (Landmark edition). 2024;(1):27
Abstract
BACKGROUND The pentose phosphate pathway (PPP) is a critical metabolic pathway that generates NADPH and ribose-5-phosphate for nucleotide biosynthesis and redox homeostasis. In this study, we investigated a potential regulatory role for Krüppel-like factor 8 (KLF8) in the control of PPP in lung adenocarcinoma (LUAD) cells. METHODS Based on a comprehensive set of experimental approaches, including cell culture, molecular techniques, and functional assays, we revealed a novel mechanism by which KLF8 promotes the activation of glucose-6-phosphate dehydrogenase (G6PD), a component enzyme in the PPP. RESULTS Our findings demonstrate that KLF8 inhibits the acetylation of G6PD, leading to its increased enzymatic activity. Additionally, we observed that KLF8 activates the transcription of SIRT2, which has been implicated in regulating G6PD acetylation. These results highlight the interplay between KLF8, G6PD, and protein acetylation in the regulation of PPP in LUAD. CONCLUSIONS Understanding the intricate molecular mechanisms underlying the metabolic reprogramming driven by KLF8 in lung cancer provides valuable insights into potential therapeutic strategies targeting the PPP. This study emphasizes the significance of KLF8 as a key modulator of metabolic pathways and indicates the potential of targeting the KLF8-G6PD axis for lung cancer treatment.
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The arsenic-lowering effect of inulin-type prebiotics in end-stage renal disease: a randomized crossover trial.
Li, L, Zhao, J, Wang, J, Xiong, Q, Lin, X, Guo, X, Peng, F, Liang, W, Zuo, X, Ying, C
Food & function. 2024;(1):355-371
Abstract
Background: Circulatory imbalance of trace elements is frequent in end-stage renal disease (ESRD), leading to a deficiency of essential elements and excess of toxic elements. The present study aimed to investigate whether inulin-type fructans (ITFs) could ameliorate the circulatory imbalance by modulating gut microbiota and regulating the absorption and elimination of trace elements. Methods: Peritoneal dialysis patients were enrolled in a randomized crossover trial, undergoing interventions with ITFs (10 g d-1) and maltodextrin (placebo) over a 9-month period (with a 3-month washout). The primary outcomes included essential elements Mn, Fe, Co, Cu, Zn, Se, Sr, and Mo and potential toxic elements V, Cr, Ni, As, Cd, Ba, Tl, Pb, Th, and U in plasma. Secondary outcomes included the gut microbiome, short chain fatty acids (SCFAs), bile acids (BAs), and daily removal of trace elements through urine, dialysate and feces. Results: Among the 44 participants initially randomized, 29 completed the prebiotic, placebo or both interventions. The daily dietary intake of macronutrients and trace elements remained consistent throughout the study. The administration of 10 g d-1 ITFs significantly reduced plasma arsenic (As) by 1.03 μg L-1 (95%CI: -1.74, -0.33) (FDR-adjusted P = 0.045) down from the baseline of 3.54 μg L-1 (IQRs: 2.61-4.40) and increased the As clearance rate by urine and dialysis (P = 0.033). Positive changes in gut microbiota were also observed, including an increase in the Firmicutes/Bacteroidetes ratio (P = 0.050), a trend towards higher fecal SCFAs (P = 0.082), and elevated excretion of primary BAs (P = 0.035). However, there were no significant changes in plasma concentrations of other trace elements or their daily removal by urine, dialysis and feces. Conclusions: The daily administration of 10 g d-1 ITFs proved to be effective in reducing the circulating retention of As but demonstrated to be ineffective for other trace elements in ESRD. These sentences are ok to include but as "The clinical trial registry number is ChiCTR-INR-17013739 (https://www.chictr.org.cn/showproj.aspx?proj=21228)".
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The effects of a web-based 24-hour movement behavior lifestyle education program on mental health and psychological well-being in parents of children with autism spectrum disorder: A randomized controlled trial.
Zhao, M, You, Y, Gao, X, Li, L, Li, J, Cao, M
Complementary therapies in clinical practice. 2024;:101865
Abstract
BACKGROUND AND PURPOSE Compared with parents of neurotypical children or children diagnosed with other disabilities, parents of children with autism spectrum disorder (ASD) often experience poorer mental health, greater stress, and more depression and anxiety symptoms. This study aimed to assess the effects of a web-based 24-h movement behavior lifestyle education program on mental health and psychological well-being in parents of children with ASD. METHODS This study employed a randomized controlled trial utilizing the Health Action Process Approach (HAPA) as a theoretical framework. A total of 318 parents of children with ASD were enrolled and randomly assigned to the experimental or control group. The experimental group received an 8-week web-based 24-h movement behavior lifestyle education program, while the control group followed their usual routine. Two instruments, the Depression Anxiety and Stress Scale (DASS-21) and the Satisfaction With Life Scale (SWLS), were used to measure mental health and psychological well-being, respectively. The data were collected at two time points-at the beginning and the end of the intervention. RESULTS Compared with the baseline and control groups, the experimental group demonstrated significant improvements in all outcome measures (p < 0.01). There were significant differences in the DASS-21 and SWLS scores between the two groups before and after the intervention (p ≤ 0.01). CONCLUSION This study represents the first randomized controlled trial involving a web-based 24-h movement behavior lifestyle education program specifically designed to address the mental health and psychological well-being of parents of children with ASD. The findings confirm the potential impact of 24-h movement behavior lifestyle education as a functional and effective strategy for parents of children with ASD.
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Formulation Optimization and Performance Prediction of Red Mud Particle Adsorbents Based on Neural Networks.
Li, L, Wang, Y, Wang, W
Molecules (Basel, Switzerland). 2024;(5)
Abstract
Red mud (RM), a bauxite residue, contains hazardous radioactive wastes and alkaline material and poses severe surface water and groundwater contamination risks, necessitating recycling. Pretreated RM can be used to make adsorbents for water treatment. However, its performance is affected by many factors, resulting in a nonlinear correlation and coupling relationship. This study aimed to identify the best formula for an RM adsorbent using a mathematical model that examines the relationship between 11 formulation types (e.g., pore-assisting agent, component modifier, and external binder) and 9 properties (e.g., specific surface area, wetting angle, and Zeta potential). This model was built using a back-propagation neural network (BP) based on single-factor experimental data and orthogonal experimental data. The model trained and predicted the established network structure to obtain the optimal adsorbent formula. The RM particle adsorbents had a pH of 10.16, specific surface area (BET) of 48.92 m2·g-1, pore volume of 2.10 cm3·g-1, compressive strength (ST) of 1.12 KPa, and 24 h immersion pulverization rate (ηm) of 3.72%. In the removal of total phosphorus in flotation tailings backwater, it exhibited a good adsorption capacity (Q) and total phosphorous removal rate (η) of 48.63 mg·g-1 and 95.13%, respectively.
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A review of the Augustine blood group system.
Zhong, J, Mo, C, Zhang, Y, Li, L
International journal of hematology. 2024;(1):44-49
Abstract
Augustine is a newly identified blood group system comprising four antigens, one of which is the high-frequency antigen Ata in the original "series". Four antigens are located on a multipass membrane glycoprotein equilibrative nucleoside transporter 1 (ENT1), and equilibrative nucleoside transporter is encoded by SLC29A1. In 2016, the International Society of Blood Transfusion (ISBT) recognised Augustine as a blood group system and numbered it as 036. The glycoprotein ENT1 transports nucleotides into cells to participate in the synthesis of DNA and RNA, and this is an important link for chemotherapeutic glycosides to enter tumour cells. Augustine antibodies are clinically relevant in blood transfusion and pregnancy.
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Mitochondrial dysfunction in chronic neuroinflammatory diseases (Review).
Qin, P, Sun, Y, Li, L
International journal of molecular medicine. 2024;(5)
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Abstract
Chronic neuroinflammation serves a key role in the onset and progression of neurodegenerative disorders. Mitochondria serve as central regulators of neuroinflammation. In addition to providing energy to cells, mitochondria also participate in the immunoinflammatory response of neurodegenerative disorders including Alzheimer's disease, Parkinson's disease, multiple sclerosis and epilepsy, by regulating processes such as cell death and inflammasome activation. Under inflammatory conditions, mitochondrial oxidative stress, epigenetics, mitochondrial dynamics and calcium homeostasis imbalance may serve as underlying regulatory mechanisms for these diseases. Therefore, investigating mechanisms related to mitochondrial dysfunction may result in therapeutic strategies against chronic neuroinflammation and neurodegeneration. The present review summarizes the mechanisms of mitochondria in chronic neuroinflammatory diseases and the current treatment approaches that target mitochondrial dysfunction in these diseases.
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Effect of amino acid supplementation on short-term complications after gastrointestinal tumor surgery: the AMIGITS randomized clinical trial.
Wang, J, Chen, Y, Zhao, Z, Lian, G, Peng, L, Zhou, X, Sha, S, Qiao, W, Tian, H, Li, L, et al
International journal of surgery (London, England). 2024
Abstract
BACKGROUND There is a scarcity of large randomized clinical trials on the efficacy and safety of high-dose amino acid supplementation (AAS) in patients with gastrointestinal tumors undergoing surgical treatment. METHODS This pragmatic, randomized, controlled, single-center, open-label, parallel-group AMIGITS trial was performed in a tertiary care teaching hospital. Patients with gastrointestinal tumors were randomly assigned to receive either AAS or standard care (SC). Amino acid targets were 2.0 g/kg per day in the AAS group and 1.2 g/kg per day in the SC group. The AAS group received additional amino acids intravenously, while the SC group received an iso-energetic 5% glucose intravenously. RESULTS Overall, 407 patients (AAS group, 204; SC group, 203) were included in this study. During the intervention, the actual mean daily energy intake did not differ significantly between the AAS and SC groups (25.53 vs. 25.16 kcal/kg per day, P=0.493). However, the actual mean daily amino acid intake was significantly higher in the AAS group than that in the SC group (1.81 vs. 0.94 g/kg per day, P<0.001). The infection incidence during hospitalization and that within 30 days of surgery was significantly lower in the AAS group than that in the SC group (P=0.031 and P=0.024, respectively). The 30-day postoperative incidence of amino acid treatment-related adverse events and other complications did not significantly differ between the two groups. The postoperative hospital stay was significantly different between the two groups (P<0.001). CONCLUSIONS AAS was associated with a reduced infection incidence within 30 days of major surgery in patients with gastrointestinal tumors and can be a promising strategy.