Delirium is a common cause and complication of hospitalization in the elderly and is associated with higher risk of future dementia and progression of existing dementia, of which 70% is Alzheimer's disease (AD). AD and delirium, which are known to be aggravated by one another, represent significant societal challenges, especially in light of the absence of effective treatments. The intricate biological mechanisms have led to numerous clinical trial setbacks and likely contribute to the limited efficacy of existing therapeutics. Artificial intelligence (AI) presents a promising avenue for overcoming these hurdles by deploying algorithms to uncover hidden patterns across diverse data types. This review explores the pivotal role of AI in revolutionizing drug discovery for AD and delirium from target identification to the development of small molecule and protein-based therapies. Recent advances in deep learning, particularly in accurate protein structure prediction, are facilitating novel approaches to drug design and expediting the discovery pipeline for biological and small molecule therapeutics. This review concludes with an appraisal of current achievements and limitations, and touches on prospects for the use of AI in advancing drug discovery in AD and delirium, emphasizing its transformative potential in addressing these two and possibly other neurodegenerative conditions.

BACKGROUND: The choice of unicompartmental knee arthroplasty (UKA) vs . total knee arthroplasty (TKA) in the surgical treatment of knee osteoarthritis (KOA) remains controversial. This study aimed to perform a systematic review and meta-analysis of randomized controlled trials (RCTs) to compare the clinical results of UKA and TKA for treating unicompartmental KOA. METHODS: PubMed, Embase, and the Cochrane Library were systematically searched for articles published up to January 2, 2023. The literature was rigorously screened to include only RCTs comparing UKA and TKA for unicompartmental KOA. A systematic review and meta-analysis were performed to calculate the mean difference (MD), relative risk (RR), and 95% confidence interval (CI) according to the Cochrane standards. RESULTS: Thirteen publications involving 683 UKAs and 683 TKAs were analyzed. Except for one study with a follow-up period of 15 years, all outcome measures reported were within 5 years of follow-up. Meta-analysis showed better knee recovery (MD: 1.23; 95% CI: 1.01-1.45; P  <0.001), greater knee function (MD: 1.78; 95% CI: 0.34-3.22; P  = 0.020), less pain (MD: 0.75; 95% CI: 0.43-1.06; P  <0.001), and better health status (MD: 3.75; 95% CI: 0.81-6.69; P  = 0.010) after UKA than TKA. However, considering the minimal clinically important difference values for these variables, the findings were not clinically relevant. Moreover, UKA patients had fewer complications (RR: 0.59; 95% CI: 0.45-0.78; P  <0.001) and shorter hospital stays (MD: -0.89; 95% CI: -1.57 to -0.22; P  = 0.009) than did TKA patients. There were no statistically significant differences in terms of postoperative range of movement, revision, failure, operation time, and patient satisfaction. CONCLUSIONS In terms of clinical efficacy, there was no obvious advantage of UKA over TKA in the surgical treatment of knee OA when considering the minimal clinically important difference. The main advantage of UKA over TKA is that it leads to fewer complications and a shorter length of hospital stay. It is ideal to perform prospective studies with longer follow-up periods to fully evaluate the long-term efficacy and safety of the two procedures in the future.
Humans ; Arthroplasty, Replacement, Knee/methods* ; Osteoarthritis, Knee/surgery* ; Randomized Controlled Trials as Topic ; Treatment Outcome

Cerebroprotein hydrolysate oral liquid (COL) is a neuroprotective preparation composed of various amino acids and peptides, which has beneficial effects on diverse central system diseases. However, the therapeutic effect and potential mechanism of oral COL on ischemic stroke (IS) still need to be explored. This study aims to investigate the therapeutic effects and underlying mechanisms of COL on IS in vivo and in vitro. An IS rat model was established through middle cerebral artery occlusion (MCAO) surgery, and triphenyltetrazolium chloride (TTC) staining, behavioral scoring, Evans blue leakage, enzyme-linked immunosorbent assay (ELISA) and immunofluorescence staining were performed to investigate the effects of COL on cerebral infarct size, neurological function, blood-brain barrier (BBB) and neuroinflammation in IS rats. An in vitro model of IS was established on hCMEC/D3 cells through oxygen-glucose deprivation/reperfusion (OGD/R), and cell counting kit-8 assay, reactive oxygen species (ROS) detection, scratch test and Transwell test were conducted to examine the influence of COL on cell viability, oxidative stress and migration ability. Lipidomics technology, real-time quantitative PCR and Western blot experiments were used to investigate the regulation and mechanism of COL on lipid metabolism in the brain of IS rats. All the animal experiments were approved by Ethical Committee of Animal Experiments of China Pharmaceutical University (No.2022-02-23). Our results showed that intragastric administration of COL could significantly reduce the area of cerebral infarction, improve neurological deficits, lower the levels of inflammatory factors, and protect against the blood-brain barrier damage of rats with IS. OGD/R modeling resulted in a significant decrease in the viability, an elevation in intracellular ROS levels, and a weakened cell migration ability of hCMEC/D3 cells. COL treatment could effectively protect hCMEC/D3 cells from damage caused by OGD/R. More importantly, cerebral ischemia led to significant lipid metabolism disorders in the brain of rats, and significant accumulation of intracerebral triglycerides (TAG) and ceramides (Cer) was observed in IS rats. COL was proved to significantly reverse lipid metabolism disorders in the brain of IS rats and reduce the content of cytotoxic lipid Cer by upregulating the intracerebral levels of an acid ceramidase called N-acylsphingosine amidehydrolase 1 (ASAH1). In summary, COL was proved to be a promising and effective candidate for IS treatment, which could alleviate cerebral ischemic injury by regulating abnormal lipid metabolism.

Since the implementation of drug registration in China, the classification of Chinese medicine has greatly met the needs of public health and effectively guided the transformation, inheritance, and innovation of research achievements on traditional Chinese medicine(TCM). In the past 30 years, the development of new Chinese medicine has followed the registration transformation model of " one prescription for single drug". This model refers to the R&D and registration system of modern drugs, and approximates to the " law-abiding" medication method in TCM clinic, while it rarely reflects the sequential therapy of syndrome differentiation and comprehensive treatment with multiple measures. In 2017, Opinions on Deepening the Reform of Review and Approval System and Encouraging the Innovation of Drugs and Medical Devices released by the General Office of the CPC Central Committee and the General Office of the State Council pointed out that it is necessary to " establish and improve the registration and technical evaluation system in line with the characteristics of Chinese medicine, and handle the relationship between the traditional advantages of Chinese medicine and the requirements of modern drug research". Therefore, based on the development law and characteristics of TCM, clinical thinking should be highlighted in the current technical requirements and registration system of research and development of Chinese medicine. Based on the current situation of registration supervision of Chinese medicine and the modern drug research in China, the present study analyzed limitations and deficiency of " one prescription for single drug" in the research and development of Chinese medicine. Additionally, a new type of " series prescriptions" was proposed, which was consistent with clinical thinking and clinical reality. This study is expected to contribute to the independent innovation and high-quality development of the TCM industry.
China ; Drugs, Chinese Herbal/therapeutic use* ; Medicine, Chinese Traditional ; Prescriptions ; Public Health

To summarize professor
Acupuncture ; Acupuncture Points ; Acupuncture Therapy ; Facial Paralysis/therapy* ; Humans ; Needles

Objective:To determine the optimal course of treatment for sudden deafness through investigating the efficacy of hyperbaric oxygen (HBO) combined with drug therapy.Methods:Ninety-five patients with sudden deafness admitted into the department of otorhinolaryngology from the January of 2017 to the December of 2018 were divided into three groups according to the patients′ own preferences: the control group (medication only, n=33), HBO-5 group (medication combined with 5 times of HBO, n=32), and HBO-10 group (medication combined with 10 times of HBO, n=30). Pure tone audiometry tests were done before and after the treatments and the differences among the three groups were observed. Results:The total effective rate of the HBO-10 group (83%) was significantly higher than those of the control group (54%) and the HBO-5 group (56%); these differences were statistically significant ( P<0.05). However, there was no statistical difference between the control group and the HBO-5 group ( P>0.05). Conclusion:Hyperbaric oxygen combined with medication was beneficial to the hearing recovery of sudden deafness patients, but only after a whole course of hyperbaric oxygen treatment, i. e. 10 times.

Objective:To determine the optimal course of treatment for sudden deafness through investigating the efficacy of hyperbaric oxygen (HBO) combined with drug therapy.Methods:Ninety-five patients with sudden deafness admitted into the department of otorhinolaryngology from the January of 2017 to the December of 2018 were divided into three groups according to the patients′ own preferences: the control group (medication only, n=33), HBO-5 group (medication combined with 5 times of HBO, n=32), and HBO-10 group (medication combined with 10 times of HBO, n=30). Pure tone audiometry tests were done before and after the treatments and the differences among the three groups were observed. Results:The total effective rate of the HBO-10 group (83%) was significantly higher than those of the control group (54%) and the HBO-5 group (56%); these differences were statistically significant ( P<0.05). However, there was no statistical difference between the control group and the HBO-5 group ( P>0.05). Conclusion:Hyperbaric oxygen combined with medication was beneficial to the hearing recovery of sudden deafness patients, but only after a whole course of hyperbaric oxygen treatment, i. e. 10 times.

Objective In the legal proceedings of murder cases,we often encounter the problem of proof standard in traditional forensic pathology in deep research,which is lack of systemic discussion in domestic academic field.This paper aimed to discuss this problem.Methods We compared the relevant characteristics of different legal systems on the standard of proof system,analyzed the elements of the forensic pathology evidence related to murder cases,and discussed the problem with the author's judicial practice experience.Results We believe that the cause of death,death time,injury and injury tools are the three most important forensic pathology evidences in the murder of the standard system as the "three pillars".Conclusions Division of standards in traditional forensic pathology evidence in the murder is of great significance to raise the sense of evidence of forensic medicine,and if it exists major flaws in the evidence of forensic pathology,the evidence can be corrected or the proceedings can be terminated at the very beginning of the litigation phase,which is of great value to the savings of judicial resources.

BACKGROUNDNontraumatic osteonecrosis of the femoral head (NONFH) is a debilitating disease that represents a significant financial burden for both individuals and healthcare systems. Despite its significance, however, its prevalence in the Chinese general population remains unknown. This study aimed to investigate the prevalence of NONFH and its associated risk factors in the Chinese population.

METHODSA nationally representative survey of 30,030 respondents was undertaken from June 2012 to August 2013. All participants underwent a questionnaire investigation, physical examination of hip, and bilateral hip joint X-ray and/or magnetic resonance imaging examination. Blood samples were taken after overnight fasting to test serum total cholesterol, triglyceride, and high-density lipoprotein (HDL) and low-density lipoprotein (LDL) levels. We then used multivariate logistic regression analysis to investigate the associations between various metabolic, demographic, and lifestyle-related variables and NONFH.

RESULTSNONFH was diagnosed in 218 subjects (0.725%) and the estimated NONFH cases were 8.12 million among Chinese people aged 15 years and over. The prevalence of NONFH was significantly higher in males than in females (1.02% vs. 0.51%, χ2 = 24.997, P < 0.001). Among NONFH patients, North residents were subjected to higher prevalence of NONFH than that of South residents (0.85% vs. 0.61%, χ 2 = 5.847, P = 0.016). Our multivariate regression analysis showed that high blood levels of triglycerides, total cholesterol, LDL-cholesterol, and non-HDL-cholesterol, male, urban residence, family history of osteonecrosis of the femoral head, heavy smoking, alcohol abuse and glucocorticoid intake, overweight, and obesity were all significantly associated with an increased risk of NONFH.

CONCLUSIONSOur findings highlight that NONFH is a significant public health challenge in China and underscore the need for policy measures on the national level. Furthermore, NONFH shares a number of risk factors with atherosclerosis.

Adult ; Age Distribution ; Aged ; Asian Continental Ancestry Group ; China ; epidemiology ; Female ; Femur Head Necrosis ; epidemiology ; Humans ; Male ; Middle Aged ; Prevalence ; Risk Factors ; Young Adult

BACKGROUNDA multi-center large scale study is needed to confirm the efficacy and safety of domestic peritoneal dialysis (PD) solutions. Some researchers believe that 6 L/d is enough for adequate dialysis, but there is no multi-center prospective study on Chinese population to confirm this. In this study, we evaluated the efficacy and safety of domestic PD solution (Changfu) and its difference between 6 L and 8 L dosage.

METHODSAdult PD patients who had taken PD therapy for at least one month were selected and divided into four groups according to two dialysis solution brands and two dialysis dosages, i.e., 6 L dose with Changfu dialysis solution, 6 L dose with Baxter dialysis solution, 8 L dose with Changfu dialysis solution, and 8 L dose with Baxter dialysis solution. After 48 weeks, the changes of primary and secondary efficacy indices were compared between different types and different dosages. We also analyzed the changes of safety indices.

RESULTSChanges of Kt/V from baseline to 48 weeks between Changfu and Baxter showed no statistical differences; so did those of creatinine clearance rate (Ccr). Normalized protein catabolic rate (nPCR) from baseline to 48 weeks between Changfu and Baxter showed no statistical differences; so did those of net ultrafiltration volume (nUF) and estimated glomerular filtration rate (eGFR). Changes of nPCR from baseline to 48 weeks between 6 L and 8 L showed no statistical differences; so did those of nUF and eGFR. The decline of Kt/V from baseline to 48 weeks in 6 L group was more than that in 8 L group. Change of Ccr was similar. During the 48-week period, the mean Kt/V was above 1.7/w, and mean Ccr was above 50 L×1.73 m(-2)×w(-1). More adverse events were found in Changfu group before Changfu Corporation commenced technology optimization, and the statistical differences disappeared after that.

CONCLUSIONSThe domestic PD solution (Changfu) was proven to be as effective as Baxter dialysis solution. During 48-week period, a dosage of 6 L/d was enough for these patients to reach adequate PD. Clinical study promotes technological optimization, further helps to improve the safety indices of the medical products.

Adolescent ; Adult ; Aged ; Dialysis Solutions ; therapeutic use ; Female ; Humans ; Male ; Middle Aged ; Peritoneal Dialysis ; methods ; Young Adult