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This study aims to elucidate the mechanism underlying the reduced jejunal injury in PEDV-challenged piglets after oral administration of puerarin and poria cocos polysaccharides combination (PR + PCP, PP). Results showed that the PEDV challenge caused damage to the small intestine by injuring the villi and inducing redox imbalance which exacerbated the diarrhea of piglets, while PP administration trended to reduce the PEDV infection-caused diarrhea in piglets by alleviating the jejunal injury and restoring the redox balance. Further proteomics and qPCR results showed that PP could significantly reduce the decline of the protein and mRNA levels of gene SDSL inhibiting cellular autophagy in PEDV-infected jejunum of piglets. The immunofluorescence results showed that the autophagy levels of the jejunum expressing low SDSL caused by PEDV infection in the PEDV group were significantly higher than those of the jejunum expressing higher levels of SDSL caused by PP administration in the PP + PEDV group. These results showed that PEDV infection caused jejunal excessive autophagy in piglets by reducing the expression level of SDSL. However, the restoration of the expression level of SDSL significantly reduced the PEDV infection-caused jejunal excessive autophagy in piglets, leading to a decrease in jejunal injury. Therefore, PP administration can alleviate the excessive autophagy-caused jejunal injury by increasing SDSL levels in PEDV-infected piglets. This result suggests that PP can be used as a potential feed additive to prevent PEDV infection.

The damage of rock joints or fractures upon shear includes the surface damage occurring at the contact asperities and the damage beneath the shear surface within the host rock. The latter is commonly known as off-fault damage and has been much less investigated than the surface damage. The main contribution of this study is to compare the results of direct shear tests conducted on saw-cut planar joints and tension-induced rough granite joints under normal stresses ranging from 1 MPa to 50 MPa. The shear-induced off-fault damages are quantified and compared with the optical microscope observation. Our results clearly show that the planar joints slip stably under all the normal stresses except under 50 MPa, where some local fractures and regular stick-slip occur towards the end of the test. Both post-peak stress drop and stick-slip occur for all the rough joints. The residual shear strength envelopes for the rough joints and the peak shear strength envelope for the planar joints almost overlap. The root mean square (RMS) of asperity height for the rough joints decreases while it increases for the planar joint after shear, and a larger normal stress usually leads to a more significant decrease or increase in RMS. Besides, the extent of off-fault damage (or damage zone) increases with normal stress for both planar and rough joints, and it is restricted to a very thin layer with limited micro-cracks beneath the planar joint surface. In comparison, the thickness of the damage zone for the rough joints is about an order of magnitude larger than that of the planar joints, and the coalesced micro-cracks are generally inclined to the shear direction with acute angles. The findings obtained in this study contribute to a better understanding on the frictional behavior and damage characteristics of rock joints or fractures with different roughness.

Summary: This study systematically reviewed the application of large language models (LLMs) in medicine, analyzing 550 selected studies from a vast literature search. LLMs like ChatGPT transformed healthcare by enhancing diagnostics, medical writing, education, and project management. They assisted in drafting medical documents, creating training simulations, and streamlining research processes. Despite their growing utility in assisted diagnosis and improving doctor-patient communication, challenges persisted, including limitations in contextual understanding and the risk of over-reliance. The surge in LLM-related research indicated a focus on medical writing, diagnostics, and patient communication, but highlighted the need for careful integration, considering validation, ethical concerns, and the balance with traditional medical practice. Future research directions suggested a focus on multimodal LLMs, deeper algorithmic understanding, and ensuring responsible, effective use in healthcare.

Summary: Even though the discovery of lytic polysaccharide monooxygenases (LPMOs) has fundamentally shifted our understanding of biomass degradation, most of the current studies focused on their roles in carbohydrate oxidation. However, no study demonstrated if LPMO could directly participate to the process of lignin degradation in lignin-degrading microbes. This study showed that LPMO could synergize with lignin-degrading enzymes for efficient lignin degradation in white-rot fungi. The transcriptomics analysis of fungi Irpex lacteus and Dichomitus squalens during their lignocellulosic biomass degradation processes surprisingly highlighted that LPMOs co-regulated with lignin-degrading enzymes, indicating their more versatile roles in the redox network. Biochemical analysis further confirmed that the purified LPMO from I. lacteus CD2 could use diverse electron donors to produce H2O2, drive Fenton reaction, and synergize with manganese peroxidase for lignin oxidation. The results thus indicated that LPMO might uniquely leverage the redox network toward dynamic and efficient degradation of different cell wall components.

Improving the growth and immune responses are important to enhance the production efficiency of cultured juvenile sea cucumber Apostichopus japonicus. Here, 300 sea cucumbers (2.31 ± 0.01 g) were fed artificial diets with four concentrations of dietary chromium picolinate (Cr-Pic) supplementation (0, 0.3, 0.6 and 0.9 mg/kg) for 56 days. The growth performance, digestive enzyme activity (lipase, amylase and pepsin), expressions of growth-related genes (MAPK-7 and c-myc), and immune and antioxidant capacity were subsequently assessed. The present study found that final body weight, body weight gain and specific growth rate first increased and then declined with the increase of dietary Cr-Pic supplementation, while the highest values were observed in group 0.6 mg/kg. Consistently, significantly greater feed intake and significantly lower feed conversion ratio occurred in group 0.6 mg/kg than those in control group. Significantly better activities of lipase and amylase, and significantly higher expressions of genes MAPK-7 and c-myc were detected in group 0.6 mg/kg than those in control group. These results suggest that dietary Cr-Pic supplementation greatly improves the food utilization and expressions of growth-related genes, which consequently promotes the growth of sea cucumbers. Further, the activities of immune enzymes (alkaline phosphatase and lysozyme) and antioxidant enzymes (superoxide dismutase and total antioxidant capacity) in group 0.6 mg/kg were all significantly higher than those in control group. This indicates that dietary Cr-Pic supplementation significantly facilitates the immune and antioxidant capacity of sea cucumbers. In conclusion, we suggest dietary Cr-Pic supplementation with 0.6 mg/kg is the optimal level contributing to the growth and non-specific immune responses in the juvenile sea cucumber.

We aim to examine the relationship between diabetes and depression risk in longitudinal cohort studies and by how much the incidence of depression in a population would be reduced if diabetes was reduced. Medline/PubMed, EMBASE, PsycINFO, and Cochrane Library databases were searched for English-language published literature from January 1990 to December 2017. Longitudinal studies with criteria for depression and self-report doctors' diagnoses or diagnostic blood test measurement of diabetes were assessed. Systematic review with meta-analysis synthesized the results. Study quality, heterogeneity, and publication bias were examined. Pooled odds ratios were calculated using random effects models. Population attributable fractions (PAFs) were used to estimate potential preventive impact. Twenty high-quality articles met inclusion criteria and were analyzed. The pooled odds ratio (OR) between diabetes and depression was 1.33 (95% CI, 1.18–1.51). For the various study types the ORs were as follows: prospective studies (OR 1.34, 95% CI 1.14–1.57); retrospective studies (OR 1.30, 95% CI 1.05–1.62); self-reported diagnosis of diabetes (OR 1.37, 95% CI 1.17–1.60); and diagnostic diabetes blood test (OR 1.25, 95% CI 1.04–1.52). PAFs suggest that over 9.5 million of global depression cases are potentially attributable to diabetes. A 10–25% reduction in diabetes could potentially prevent 930,000 to 2.34 million depression cases worldwide. Our systematic review provides fairly robust evidence to support the hypothesis that diabetes is an independent risk factor for depression while also acknowledging the impact of risk factor reduction, study design and diagnostic measurement of exposure which may inform preventive interventions. Keywords: Epidemiology, Diabetes, Depression, Systematic review, Meta-analysis, Population attributable fractions, Projected effects