Artificial intelligence (AI) has emerged as a transformative technology in accelerating drug discovery and development within natural medicines research. Natural medicines, characterized by their complex chemical compositions and multifaceted pharmacological mechanisms, demonstrate widespread application in treating diverse diseases. However, research and development face significant challenges, including component complexity, extraction difficulties, and efficacy validation. AI technology, particularly through deep learning (DL) and machine learning (ML) approaches, enables efficient analysis of extensive datasets, facilitating drug screening, component analysis, and pharmacological mechanism elucidation. The implementation of AI technology demonstrates considerable potential in virtual screening, compound optimization, and synthetic pathway design, thereby enhancing natural medicines' bioavailability and safety profiles. Nevertheless, current applications encounter limitations regarding data quality, model interpretability, and ethical considerations. As AI technologies continue to evolve, natural medicines research and development will achieve greater efficiency and precision, advancing both personalized medicine and contemporary drug development approaches.
Biological Products/pharmacology* ; Artificial Intelligence ; Humans ; Drug Discovery/methods* ; Machine Learning ; Deep Learning

Objective:To investigate microstructural alterations in the optic chiasm and optic radiations of multiple sclerosis (MS) and neuromyelitis optica spectrum disorders (NMOSD) based on diffusion kurtosis imaging (DKI).Methods:This study was a cross-sectional study. Retrospective analyses were conducted on the clinical and imaging data of 63 patients with relapsing-remitting MS (RRMS) and 62 patients with NMOSD diagnosed at First Affiliated Hospital of Chongqing Medical University from January 2019 to December 2023. According to the occurrence of optic neuritis (ON), they were categorized into ON-positive MS (ON+MS) group (40 cases), ON-negative MS (ON-MS) group (23 cases), ON-positive NMOSD (ON+NMOSD) group (40 cases) and ON-negative NMOSD (ON-NMOSD) group (22 cases). In addition, 40 healthy controls were enrolled during the same period. DKI data of all subjects were collected, and DKI post-processing was performed to obtain fractional anisotropy (FA), mean kurtosis (MK), axial kurtosis (AK), and radial kurtosis (RK) values of the optic chiasm and bilateral optic radiations. The scores of the mini-mental state examination (MMSE), montreal cognitive assessment (MoCA), and expanded disability status scale (EDSS) were obtained. The Kruskal-Wallis test was used to analyze the differences in DKI parameters of the optic chiasm and bilateral optic radiation among the 5 groups, and the Holm-Bonferroni method was employed for multiple comparison correction in pairwise comparisons.Results:There were statistically significant overall differences in the DKI parameters of the optic chiasm and bilateral optic radiations among healthy control group, ON+MS group, ON-MS group, ON+NMOSD group, and ON-NMOSD group (all P0.05). The FA value of the optic chiasm in ON+NMOSD group was significantly lower than that of healthy control group and ON-MS group, as well as ON-NMOSD group ( P0.05). The FA value of the left optic radiation in ON+NMOSD group was lower than that in healthy control group and the ON-MS group. The RK value of the optic chiasm in ON+MS group was lower than that in the healthy control group and ON-NMOSD group ( P0.05). The MK and RK values of the left optic radiation in ON-MS group were significantly lower than those in the ON+NMOSD group and ON-NMOSD group ( P0.05). Conclusions:NMOSD and RRMS patients demonstrate varying degrees of microstructural damage in the optic chiasm and optic radiations. Differences of DKI parameters suggest different pathological mechanisms of visual pathway damage between NMOSD and MS, which may be helpful for early detection of occult visual pathway lesions.

Objective:To evaluate the clinical efficacy of a novel surgical approach of debridement, antibiotics, and implant retention (DAIR) with flap transfer, for treating chronic implant infections in bone tumor patients.Methods:A retrospective review was conducted on nine consecutive patients [6 males, 3 females; median age 35(27, 51) years, range 9-71] who underwent a modified procedure of DAIR plus flap transfer between November 2022 and January 2024. The cohort included six cases of chronic periprosthetic joint infection and three cases of chronic plate and screw infection. Tumor diagnoses included seven primary malignant tumors (osteosarcoma=5, undifferentiated pleomorphic sarcoma of bone=1, synovial sarcoma=1) and two bone metastasis of renal cell carcinoma. The procedure involved wide, radical debridement, meticulous removal of biofilm from implants and surrounding soft tissue, followed by the transfer of a well vascularized musculocutaneous flap to fully envelope the contaminated interface. Pre-operative clinicopathological data, surgical details, postoperative complications and infection recurrence were analyzed.Results:The median interval between initial implantation and debridement was 10.0(3.3, 14.8) months. Median follow-up after debridement was 15.9(15.4, 18.2) months. All nine surgeries were completed as planned: six musculocutaneous flaps, two fasciocutaneous flaps and one muscle-only flap. Implants were preserved in six patients; two required subsequent removal for recurrent infection, and one patient later underwent amputation for tumor recurrence. Infection-free implant survival at 3, 6 and 12 months was 88.9%, 87.5% and 87.5%, respectively. Major complications included one donor-site hematoma, one donor-site sensory deficit and one wound healing delay. All the complications were well management. Both reinfections occurred in proximal tibial prostheses, likely due to limited flap coverage options and local anatomical constraints.Conclusion:Although reinfections happened in two cases DAIR with flap transfer provides promising short-term infection control in patients with chronic implant-associated infections following bone tumor surgery.

Objective:To evaluate the clinical efficacy of a novel surgical approach of debridement, antibiotics, and implant retention (DAIR) with flap transfer, for treating chronic implant infections in bone tumor patients.Methods:A retrospective review was conducted on nine consecutive patients [6 males, 3 females; median age 35(27, 51) years, range 9-71] who underwent a modified procedure of DAIR plus flap transfer between November 2022 and January 2024. The cohort included six cases of chronic periprosthetic joint infection and three cases of chronic plate and screw infection. Tumor diagnoses included seven primary malignant tumors (osteosarcoma=5, undifferentiated pleomorphic sarcoma of bone=1, synovial sarcoma=1) and two bone metastasis of renal cell carcinoma. The procedure involved wide, radical debridement, meticulous removal of biofilm from implants and surrounding soft tissue, followed by the transfer of a well vascularized musculocutaneous flap to fully envelope the contaminated interface. Pre-operative clinicopathological data, surgical details, postoperative complications and infection recurrence were analyzed.Results:The median interval between initial implantation and debridement was 10.0(3.3, 14.8) months. Median follow-up after debridement was 15.9(15.4, 18.2) months. All nine surgeries were completed as planned: six musculocutaneous flaps, two fasciocutaneous flaps and one muscle-only flap. Implants were preserved in six patients; two required subsequent removal for recurrent infection, and one patient later underwent amputation for tumor recurrence. Infection-free implant survival at 3, 6 and 12 months was 88.9%, 87.5% and 87.5%, respectively. Major complications included one donor-site hematoma, one donor-site sensory deficit and one wound healing delay. All the complications were well management. Both reinfections occurred in proximal tibial prostheses, likely due to limited flap coverage options and local anatomical constraints.Conclusion:Although reinfections happened in two cases DAIR with flap transfer provides promising short-term infection control in patients with chronic implant-associated infections following bone tumor surgery.

Quantitative training load refers to the control of exercise dosage through quantification in order to develop an appropriate exercise program to avoid ineffective or excessive training. This paper reviews the concepts, theoretical frameworks, and measurement methods of quantitative training load in nursing, analyzes the strengths and limitations of existing methods, and aims to provide a new theory and perspective for nursing exercise interventions and to further expand the research and application of quantitative training load in nursing.

Objective:To investigate microstructural alterations in the optic chiasm and optic radiations of multiple sclerosis (MS) and neuromyelitis optica spectrum disorders (NMOSD) based on diffusion kurtosis imaging (DKI).Methods:This study was a cross-sectional study. Retrospective analyses were conducted on the clinical and imaging data of 63 patients with relapsing-remitting MS (RRMS) and 62 patients with NMOSD diagnosed at First Affiliated Hospital of Chongqing Medical University from January 2019 to December 2023. According to the occurrence of optic neuritis (ON), they were categorized into ON-positive MS (ON+MS) group (40 cases), ON-negative MS (ON-MS) group (23 cases), ON-positive NMOSD (ON+NMOSD) group (40 cases) and ON-negative NMOSD (ON-NMOSD) group (22 cases). In addition, 40 healthy controls were enrolled during the same period. DKI data of all subjects were collected, and DKI post-processing was performed to obtain fractional anisotropy (FA), mean kurtosis (MK), axial kurtosis (AK), and radial kurtosis (RK) values of the optic chiasm and bilateral optic radiations. The scores of the mini-mental state examination (MMSE), montreal cognitive assessment (MoCA), and expanded disability status scale (EDSS) were obtained. The Kruskal-Wallis test was used to analyze the differences in DKI parameters of the optic chiasm and bilateral optic radiation among the 5 groups, and the Holm-Bonferroni method was employed for multiple comparison correction in pairwise comparisons.Results:There were statistically significant overall differences in the DKI parameters of the optic chiasm and bilateral optic radiations among healthy control group, ON+MS group, ON-MS group, ON+NMOSD group, and ON-NMOSD group (all P0.05). The FA value of the optic chiasm in ON+NMOSD group was significantly lower than that of healthy control group and ON-MS group, as well as ON-NMOSD group ( P0.05). The FA value of the left optic radiation in ON+NMOSD group was lower than that in healthy control group and the ON-MS group. The RK value of the optic chiasm in ON+MS group was lower than that in the healthy control group and ON-NMOSD group ( P0.05). The MK and RK values of the left optic radiation in ON-MS group were significantly lower than those in the ON+NMOSD group and ON-NMOSD group ( P0.05). Conclusions:NMOSD and RRMS patients demonstrate varying degrees of microstructural damage in the optic chiasm and optic radiations. Differences of DKI parameters suggest different pathological mechanisms of visual pathway damage between NMOSD and MS, which may be helpful for early detection of occult visual pathway lesions.

Quantitative training load refers to the control of exercise dosage through quantification in order to develop an appropriate exercise program to avoid ineffective or excessive training. This paper reviews the concepts, theoretical frameworks, and measurement methods of quantitative training load in nursing, analyzes the strengths and limitations of existing methods, and aims to provide a new theory and perspective for nursing exercise interventions and to further expand the research and application of quantitative training load in nursing.

Objective·To investigate the effect of early postoperative administration of zoledronic acid on fracture healing and functional recovery in elderly patients with osteoporotic femoral intertrochanteric fracture treated with proximal femoral nail antirotation(PFNA)surgery,and explore other potential prognostic factors.Methods·A total of 174 patients with femoral intertrochanteric fractures of 80 years old or above who underwent PFNA treatment in Ruijin Hospital,Shanghai Jiao Tong University School of Medicine from January,2016 to February,2022,were divided into experimental group(n=26)and control group(n=148)according to whether they received zoledronic acid early after surgery.All patients were followed up twice at 6 weeks and 12 weeks after surgery.The patients in the experimental group were matched with the control group by propensity score matching(PSM)at a ratio of 1:3(the matching factors included age,gender,fracture type,and body mass index).General characteristics,as well as fracture healing and functional recovery at the two follow-up visits were compared between the two groups after matching.Subsequently,Logistic regression was used to explore the potential prognostic factors on fracture healing at 12 weeks after surgery.Results·PSM resulted in 25 patients in the experimental group and 65 patients in the control group,and there were no statistically significant differences in baseline characteristics between the two groups.The fracture healing rates at 6 weeks and 12 weeks after surgery in the experimental group(16.0%and 96.0%,respectively)were higher than those in the control group(1.5%and 73.8%),and the differences were statistically significant(P<0.05).Harris hip function score in the experimental group at 12 weeks was significantly higher than that of the control group(P=0.019).The results of Logistic regression analysis showed that good surgical reduction(OR=12.52,95%CI 2.67?58.74,P=0.001),early postoperative administration of zoledronic acid(OR=10.14,95%CI 1.01?102.09,P=0.049),and higher serum albumin level(OR=1.15,95%CI 1.02?1.29,P=0.025)were the favorable factors of early fracture healing,while unstable fracture(OR=0.10,95%CI 0.03?0.31,P=0.000)was the unfavorable factor.Conclusion·For elderly patients with osteoporotic intertrochanteric femoral fractures treated with PFNA surgery,early postoperative administration of zoledronic acid can promote fracture healing and lead to better functional recovery;in addition,good surgical reduction and higher serum albumin levels are favorable factors for fracture healing,whereas unstable fracture presents as a hindrance to the healing process.

Cornus officinalis,a medicinal and edible plant known for its liver-nourishing properties,has shown promise in inhibiting the activation of hepatic stellate cells(HSCs),crucial indicators of hepatic fibrosis,especially when processed by high pressure wine steaming(HPWS).Herein,this study aims to investigate the regulatory effects of cornus officinalis,both in its raw and HPWS forms,on inflammation and apoptosis in liver fibrosis and their underlying mechanisms.In vivo liver fibrosis models were established by subcutaneous injection of CCl4,while in vitro HSCs were exposed to transforming growth factor-β(TGF-β).These findings demonstrated that cornus officinalis with HPWS conspicuously ameliorated his-topathological injury,reduced the release of proinflammatory factors,and decreased collagen deposition in CCl4-induced rats compared to its raw form.Utilizing ultra-high-performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometer(UHPLC-QTOF-MS)combined with network analysis,we identified that the pharmacological effects of the changed components of cornus officinalis before and after HPWS,primarily centered on the adenosine phosphate(AMP)-activated protein kinase(AMPK)pathway.Of note,cornus officinalis activated AMPK and sirtuin 3(SIRT3),promoting the apoptosis of activated HSCs through the caspase cascade by regulating caspase3,caspase6 and caspase9.small interfering RNA(siRNA)experiments showed that cornus officinalis could regulate AMPK activity and its mediated-apoptosis through SIRT3.In conclusion,cornus officinalis exhibited the ability to reduce inflammation and apoptosis,with the SIRT3-AMPK signaling pathway identified as a potential mecha-nism underlying the synergistic effect of cornus officinalis with HPWS on anti-liver fibrosis.

Renal fibrosis is a devastating consequence of progressive chronic kidney disease,representing a major public health challenge worldwide.The underlying mechanisms in the pathogenesis of renal fibrosis remain unclear,and effective treatments are still lacking.Renal tubular epithelial cells(RTECs)maintain kidney function,and their dysfunction has emerged as a critical contributor to renal fibrosis.Cellular quality control comprises several components,including telomere homeostasis,ubiquitin-proteasome system(UPS),autophagy,mitochondrial homeostasis(mitophagy and mitochondrial metabolism),endoplasmic reticulum(ER,unfolded protein response),and lysosomes.Failures in the cellular quality control of RTECs,including DNA,protein,and organelle damage,exert profibrotic functions by leading to senescence,defective autophagy,ER stress,mitochondrial and lysosomal dysfunction,apoptosis,fibro-blast activation,and immune cell recruitment.In this review,we summarize recent advances in un-derstanding the role of quality control components and intercellular crosstalk networks in RTECs,within the context of renal fibrosis.