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During the seed aging process, reactive oxygen species (ROS) can induce the carbonylation of proteins, which changes their functional properties and affects seed vigor. However, the impact and regulatory mechanisms of protein carbonylation on wheat seed vigor are still unclear. In this study, we investigated the changes in wheat seed vigor, carbonyl protein content, ROS content and embryo cell structure during an artificial aging process, and we analyzed the correlation between protein carbonylation and seed vigor. During the artificial wheat-seed aging process, the activity levels of antioxidant enzymes and the contents of non-enzyme antioxidants decreased, leading to the accumulation of ROS and an increase in the carbonyl protein content, which ultimately led to a decrease in seed vigor, and there was a significant negative correlation between seed vigor and carbonyl protein content. Moreover, transmission electron microscopy showed that the contents of protein bodies in the embryo cells decreased remarkably. We postulate that during the wheat seed aging process, an imbalance in ROS production and elimination in embryo cells leads to the carbonylation of proteins, which plays a negative role in wheat seed vigor.

Graphene aerogel with three-dimensional (3D) interconnected porous structure and good hydrophobicity has been extensively investigated for sorbent materials for oils and demonstrated to be effective. Herein, a 3D polyimide–graphene aerogel (PI-GA) nanocomposite has been prepared by introducing water-soluble polyimide (PI). Benefiting from the synergetic effect of PI and GA, the PI-GA nanocomposite exhibits ultralow density, excellent compressibility and hydrophobicity. When evaluated as a sorbent material for oils and organic solvent, PI-GA nanocomposite has high absorption capacity and can separate oil from water rapidly and efficiently. Furthermore, the mechanical squeezing process can be used for the recycling of the PI-GA due to its excellent compressibility. The excellent absorption performance and robust mechanical properties make the PI-GA suitable for oil cleanup and chemical leakage.

Flexible and self-healing supercapacitors are urgently needed to meet the practical applications of flexible and wearable electronics. Herein, we have prepared a flexible and self-healing supercapacitor by sandwiching a self-healing physically cross-linked PVA–H2SO4 electrolyte separator between two activated carbon cloth (ACC)/MnO2 electrode films. The ACC/MnO2 electrode is prepared by activation of carbon cloth in air at medium temperature and then decorated by MnO2 nanoflakes through hydrothermal growth, which provides the flexibility and electrochemical performance. The self-healing of supercapacitor originates from the self-healing physically cross-linked PVA–H2SO4 electrolyte, which can enable the recombination of the broken interfaces and the self-healing of the supercapacitor through dynamic hydrogen bonding. As a result, the supercapacitor demonstrates excellent electrochemical performance (high areal specific capacitance of 886.7 mF cm−2 at 1 mA cm−2 and excellent cycling performance with a capacitance retention of 87.69% over 10,000 cycles), good self-healing capability with ~ 80% capacitance retention after 5 cutting/healing cycles), and outstanding flexibility.

Accurate estimation of individual tree aboveground biomass (AGB) is essential for understanding forest carbon dynamics, optimizing resource management, and addressing climate change. Conventional methods rely on destructive sampling, whereas unmanned aerial vehicle (UAV) remote sensing provides a non-destructive alternative. In this study, spectral indices, textural features, and canopy height attributes were extracted from high-resolution UAV optical imagery and Light Detection And Ranging (LiDAR) point clouds. We developed an improved YOLOv8 model (NB-YOLOv8), incorporating Neural Architecture Manipulation (NAM) attention and a Bidirectional Feature Pyramid Network (BiFPN), for individual tree detection. Combined with a random forest algorithm, this hybrid framework enabled accurate biomass estimation of Chinese fir, Chinese pine, and larch plantations. NB-YOLOv8 achieved superior detection performance, with 92.3% precision and 90.6% recall, outperforming the original YOLOv8 by 4.8% and 4.2%, and the watershed algorithm by 12.4% and 11.7%, respectively. The integrated model produced reliable tree-level AGB predictions (R2 = 0.65–0.76). SHapley Additive exPlanation (SHAP) analysis further revealed that local feature contributions often diverged from global rankings, underscoring the importance of interpretable modeling. These results demonstrate the effectiveness of combining deep learning and machine learning for tree-level AGB estimation, and highlight the potential of multi-source UAV remote sensing to support large-scale, fine-resolution forest carbon monitoring and management.

This study utilized data from the National Health and Nutrition Examination Survey (NHANES) 2005–2020 (n = 28,231, including 4,907 chronic kidney disease (CKD) patients) with weighted analyses and, through variance inflation factor (VIF) assessment to verify covariate selection, supported model validity, to demonstrate for the first time that the Fibrosis-4 (FIB4) index serves as an independent predictor of all-cause and cardiovascular disease (CVD)-related mortality in CKD patients. Weighted logistic regression confirmed FIB4 index as a significant independent predictor of CKD risk (fully adjusted odds ratios (OR) 1.85, 95% confidence interval (CI) 1.64–2.08), with strong dose-response gradient (Q4 OR 3.51–6.02). Multivariable Cox proportional hazards regression models revealed that each 1-unit increase in the FIB4 index was associated with a 34% elevated risk of all-cause mortality (hazard ratio (HR) = 1.34, 95%CI: 1.27–1.41, p < 0.001) and a 34% increased risk of CVD mortality (HR = 1.34, 95% CI: 1.24–1.44, p < 0.001). Restricted cubic spline (RCS) analysis identified nonlinear threshold effects at inflection points of 1.84 (all-cause mortality) and 1.74 (CVD mortality), with mortality risks escalating sharply beyond these thresholds (all-cause HR = 2.57; CVD HR = 2.85). Receiver operating characteristic (ROC) curve analysis demonstrated robust predictive performance (area under the curve (AUC): 0.799 for all-cause mortality; 0.801 for CVD mortality). Subgroup analyses highlighted heightened risks among non-Hispanic Black individuals, older adults, and those with low physical activity. Mediation analysis indicated that neutrophil-to-lymphocyte ratio (NLR) mediated 5.48% of the FIB4–all-cause mortality association and 5.83% of the CVD mortality association, though direct effects predominated (94.52% and 94.17%, respectively). These findings establish the FIB4 index as a practical, evidence-based tool for risk stratification in CKD patients, offering critical insights for personalized clinical management.

In this study, we report a hollow microsphere assembled by ultrathin SnS nanosheets prepared by a template method. Hollow ferroferric oxide (Fe3O4) spheres with abundant pores on the shell are used as templates, and SnS nanosheets can grow on the surface of the Fe3O4 shell. The key factor to obtain the unique structure of SnS sphere is the utilization of Fe3O4 template. When employed as the anode for lithium-ion battery, the SnS exhibits the better electrochemical performance than that of the bulk SnS electrode. With morphology observation and electrochemical impedance spectroscopy analysis, SnS/V-SnS electrodes are proved to possess several advantages, i.e., high specific surface area facilitates electrochemical reactions due to more active sites, shortened Li+ diffusion distance, and sufficient void space to sustain the volume change, which all contribute to its improved electrochemical performance.

A novel and efficient method for functionalizing organosulfones has been established, utilizing a visible-light-driven intermolecular radical cascade cyclization of α-allyl-β-ketosulfones. This process employs fac-Ir(ppy)3 as the photoredox catalyst and α-carbonyl alkyl bromide as the oxidizing agent. Via this approach, the substrates experience intermolecular addition of α-carbonyl alkyl radicals to the alkene bonds, initiating a sequence of C-C bond formations that culminate in the production of organosulfone derivatives. Notably, this technique features gentle reaction conditions and an exceptional compatibility with a wide array of functional groups, making it a versatile and valuable addition to the field of organic synthesis.

A new series of mollugin-1,2,3-triazole derivatives were synthesized using a copper(I)-catalyzed Huisgen 1,3-dipolar cycloaddition reaction of corresponding O-propargylated mollugin with aryl azides. All the compounds were evaluated for their cytotoxicity on five human cancer cell lines (HL-60, A549, SMMC-7721, SW480, and MCF-7) using MTS assays. Among the synthesized series, most of them showed cytotoxicity and most of all, compounds 14 and 17 exhibited significant cytotoxicity of all five cancer cell lines.

To discover novel, potent anti-inflammatory diterpenoids, a series of hybrids of 7-oxodehydroabietic acid bearing a 1,2,3-triazole moiety was designed and synthesized. The target compounds were characterized by means of 1H NMR, 13C NMR, and ESI-HRMS. All the compounds were evaluated for their anti-inflammatory activity towards BV2 cell lines using L-NMMA (IC50 = 42.36 ± 2.47 µM) as a positive control. Most showed good anti-inflammatory activities, especially compounds 10 (IC50 = 8.40 ± 0.98 µM), 15 (IC50 = 10.74 ± 2.67 µM), 16 (IC50 = 10.96 ± 1.85 µM), and 17 (IC50 = 9.76 ± 1.27 µM), which exhibited potent anti-inflammatory effects on BV2 cell lines.

Diabetes mellitus (DM), a high incidence metabolic disease, is related to the impairment of male spermatogenic function. Spermidine (SPM), one of the biogenic amines, was identified from human seminal plasma and believed to have multiple pharmacological functions. However, there exists little evidence that reported SPM’s effects on moderating diabetic male spermatogenic function. Thus, the objective of this study was to investigate the SPM’s protective effects on testicular spermatogenic function in streptozotocin (STZ)-induced type 1 diabetic mice. Therefore, 40 mature male C57BL/6 J mice were divided into four main groups: the control group ( n  = 10), the diabetic group ( n  = 10), the 2.5 mg/kg SPM-treated diabetic group ( n  = 10) and the 5 mg/kg SPM-treated diabetic group ( n  = 10), which was given intraperitoneally for 8 weeks. The type 1 diabetic mice model was established by a single intraperitoneal injection of STZ 120 mg/kg. The results showed that, compare to the control group, the body and testis weight, as well the number of sperm were decreased, while the rate of sperm malformation was significantly increased in STZ-induced diabetic mice. Then the testicular morphology was observed, which showed that seminiferous tubule of testis were arranged in mess, the area and diameter of which was decreased, along with downregulated anti-apoptotic factor (Bcl-2) expression, and upregulated pro-apoptotic factor (Bax) expression in the testes. Furthermore, testicular genetic expression levels of Sertoli cells (SCs) markers (WT1, GATA4 and Vimentin) detected that the pathological changes aggravated observably, such as the severity of tubule degeneration increased. Compared to the saline-treated DM mice, SPM treatment markedly improved testicular function, with an increment in the body and testis weight as well as sperm count. Pro-apoptotic factor (Bax) was down-regulated expression with the up-regulated expression of Bcl-2 and suppression of apoptosis in the testes. What’s more, expression of WT1, GATA4, Vimentin and the expressions of glycolytic rate-limiting enzyme genes (HK2, PKM2, LDHA) in diabetic testes were also upregulated by SPM supplement. The evidence derived from this study indicated that the SMP’s positive effect on moderating spermatogenic disorder in T1DM mice’s testis. This positive effect is delivered via promoting spermatogenic cell proliferation and participating in the glycolytic pathway’s activation.