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.

Based on the analysis of relevant policy documents,industry data,and case studies,this paper systematically reviews the current situation,policy environment,and usage of intra-hospital formulations in medical institutions in Guangzhou,and compares them with policies in other countries.It is found that although Guangzhou has achieved certain results in terms of policy support,number of varieties,and usage range of intra-hospital formulations,there are also problems such as limited pro-duction capacity,inadequate quality control,insufficient research and development investment,increasing cost pressure,and in-adequate protection of intellectual property rights.Therefore,this paper suggests the establishment of a regional Chinese medicine formulation industrial park,the development of new dosage forms and technologies,the expansion of medical insurance coverage,the strengthening of research platform construction,and the promotion of multidimensional achievement transformation to promote the high quality development of the intra-hospital formulation industry in Guangzhou.

Objective:To evaluate alterations in dopaminergic neurons, cortical metabolism, and functional connectivity networks in patients with early-onset Parkinson′s disease (EOPD) using multimodal neuroimaging.Methods:In this prospective cross-sectional study, 26 patients with EOPD and 16 healthy controls (HC group) were recruited from the PLA General Hospital between April and November 2023. All participants underwent integrated 11C-β-CFT PET/MR, 18F-FDG PET/CT brain imaging and resting-state functional MRI. Clinical assessments were conducted using the Unified Parkinson′s Disease Rating Scale and Hoehn-Yahr staging. Cognitive status was evaluated using the Mini-Mental State Examination and Montreal Cognitive Assessment. Standardized uptake value ratios for both 11C-β-CFT and 18F-FDG PET images were calculated using cerebellar gray matter as the reference region. Voxel-wise two-sample t-tests were performed to identify regions with significant group differences in tracer uptake. Seed regions showing altered 11C-β-CFT or 18F-FDG uptake were used to compute seed-based functional connectivity (FC) with all other brain voxels, and group differences in FC were assessed. Correlations between imaging metrics and clinical scales were evaluated using Pearson or Spearman analyses as appropriate. Results:Compared with HC group, EOPD group showed significantly reduced 11C-β-CFT uptake in the bilateral putamen, globus pallidus, and left temporal pole ( P<0.05), and decreased 18F-FDG uptake in the right superior frontal gyrus and anterior cingulate cortex ( P<0.05). Relative to HC group, EOPD group exhibited markedly lower FC between the right putamen and the left gyrus rectus as well as the right parahippocampal gyrus; the right superior frontal gyrus and the left gyrus rectus; the anterior cingulate cortex and the olfactory area of the frontal lobe, the left gyrus rectus, and the right superior parietal gyrus; the left temporal pole and the left orbitofrontal cortex as well as the left olfactory area ( P<0.05). Correlation analyses revealed no statistically significant associations between altered FC values and clinical scale scores in the EOPD group. Conclusions:Patients with EOPD demonstrate impaired nigrostriatal dopaminergic function, regional cortical hypometabolism, and aberrant functional connectivity across multiple brain networks.

Objective:To retrospectively analyze the efficacy and safety of different radiotherapy doses in treating esophageal squamous carcinoma(ESCC)patients aged ≥80 years.Methods:This retrospective study collected clinical data from ESCC patients aged ≥80 years who underwent radiotherapy at the Fourth Hospital of Hebei Medical University from January 2016 to September 2021.Observation variables included overall survival(OS), progression free survival(PFS), complete response(CR), partial response(PR), stable disease(SD), progressive disease(PD), and adverse reactions.Survival rates were estimated using the Kaplan-Meier method and compared via log-rank tests.Cox regression models were employed for multivariate analysis.Results:A total of 165 patients who met the enrollment criteria were included in this study, including 88(88/165, 53.3%)males and 77(77/165, 46.7%)females, age 80 to 100 years(median age 83 years), 66 cases(66/165, 40.0%)in the radiotherapy dose ≥60 Gy group and 99 cases(99/165, 60.0%)in the <60 Gy group.Of the 165 patients, the effective rate was 71.5%(118/165).The median overall survival(OS)of the whole group was 19.0 months, The median Progression Free Survival(PFS)for the whole group was 13 months.The results showed that radiotherapy dose, lesion length, Nutritional Risk Index(NRI), eating condition, recurrence/progression and chemotherapy were factors influencing OS.The survival of patients in the ≥60 Gy group, ≤5 cm group, well-nourished group(NRI ≥45)group, soft diet and general diet group and combined chemotherapy group is better.Cox multivariate analysis revealed that radiotherapy, dose eating condition and the lesion length were independent prognostic factors for OS.The OS rate of the radiation therapy group with a dose of ≥ 60 Gy was better than that of the<60 Gy group( P=0.001), the OS of the general or soft diet group was better than that of the semi liquid or liquid diet group( P=0.008), and the OS of the lesion length ≤ 5 cm group was better than that of the>5 cm group( P=0.020).The incidence rates of radiation-induced esophagitis, myelosuppression, radiation pneumonia, and gastrointestinal reactions in the entire group were 60.0%(99/165), 12.1%(20/165), 22.4%(37/165), and 14.5%(24/165), respectively.51.5%(85/165)of the group experienced local recurrence, 10.3%(17/165)had distant organ metastasis, and 9.1%(15/165)had non regional lymph node metastasis.As of the follow-up date, there were a total of 99 deaths in the entire group. Conclusions:For patients aged 80 years or older with esophageal cancer, higher radiation doses, better feeding and nutritional status have more beneficial for prolonged survival.Local recurrence remains the main reason for treatment failure in elderly patients with esophageal cancer.

Objective:To retrospectively analyze the efficacy and safety of different radiotherapy doses in treating esophageal squamous carcinoma(ESCC)patients aged ≥80 years.Methods:This retrospective study collected clinical data from ESCC patients aged ≥80 years who underwent radiotherapy at the Fourth Hospital of Hebei Medical University from January 2016 to September 2021.Observation variables included overall survival(OS), progression free survival(PFS), complete response(CR), partial response(PR), stable disease(SD), progressive disease(PD), and adverse reactions.Survival rates were estimated using the Kaplan-Meier method and compared via log-rank tests.Cox regression models were employed for multivariate analysis.Results:A total of 165 patients who met the enrollment criteria were included in this study, including 88(88/165, 53.3%)males and 77(77/165, 46.7%)females, age 80 to 100 years(median age 83 years), 66 cases(66/165, 40.0%)in the radiotherapy dose ≥60 Gy group and 99 cases(99/165, 60.0%)in the <60 Gy group.Of the 165 patients, the effective rate was 71.5%(118/165).The median overall survival(OS)of the whole group was 19.0 months, The median Progression Free Survival(PFS)for the whole group was 13 months.The results showed that radiotherapy dose, lesion length, Nutritional Risk Index(NRI), eating condition, recurrence/progression and chemotherapy were factors influencing OS.The survival of patients in the ≥60 Gy group, ≤5 cm group, well-nourished group(NRI ≥45)group, soft diet and general diet group and combined chemotherapy group is better.Cox multivariate analysis revealed that radiotherapy, dose eating condition and the lesion length were independent prognostic factors for OS.The OS rate of the radiation therapy group with a dose of ≥ 60 Gy was better than that of the<60 Gy group( P=0.001), the OS of the general or soft diet group was better than that of the semi liquid or liquid diet group( P=0.008), and the OS of the lesion length ≤ 5 cm group was better than that of the>5 cm group( P=0.020).The incidence rates of radiation-induced esophagitis, myelosuppression, radiation pneumonia, and gastrointestinal reactions in the entire group were 60.0%(99/165), 12.1%(20/165), 22.4%(37/165), and 14.5%(24/165), respectively.51.5%(85/165)of the group experienced local recurrence, 10.3%(17/165)had distant organ metastasis, and 9.1%(15/165)had non regional lymph node metastasis.As of the follow-up date, there were a total of 99 deaths in the entire group. Conclusions:For patients aged 80 years or older with esophageal cancer, higher radiation doses, better feeding and nutritional status have more beneficial for prolonged survival.Local recurrence remains the main reason for treatment failure in elderly patients with esophageal cancer.

Objective:To evaluate alterations in dopaminergic neurons, cortical metabolism, and functional connectivity networks in patients with early-onset Parkinson′s disease (EOPD) using multimodal neuroimaging.Methods:In this prospective cross-sectional study, 26 patients with EOPD and 16 healthy controls (HC group) were recruited from the PLA General Hospital between April and November 2023. All participants underwent integrated 11C-β-CFT PET/MR, 18F-FDG PET/CT brain imaging and resting-state functional MRI. Clinical assessments were conducted using the Unified Parkinson′s Disease Rating Scale and Hoehn-Yahr staging. Cognitive status was evaluated using the Mini-Mental State Examination and Montreal Cognitive Assessment. Standardized uptake value ratios for both 11C-β-CFT and 18F-FDG PET images were calculated using cerebellar gray matter as the reference region. Voxel-wise two-sample t-tests were performed to identify regions with significant group differences in tracer uptake. Seed regions showing altered 11C-β-CFT or 18F-FDG uptake were used to compute seed-based functional connectivity (FC) with all other brain voxels, and group differences in FC were assessed. Correlations between imaging metrics and clinical scales were evaluated using Pearson or Spearman analyses as appropriate. Results:Compared with HC group, EOPD group showed significantly reduced 11C-β-CFT uptake in the bilateral putamen, globus pallidus, and left temporal pole ( P<0.05), and decreased 18F-FDG uptake in the right superior frontal gyrus and anterior cingulate cortex ( P<0.05). Relative to HC group, EOPD group exhibited markedly lower FC between the right putamen and the left gyrus rectus as well as the right parahippocampal gyrus; the right superior frontal gyrus and the left gyrus rectus; the anterior cingulate cortex and the olfactory area of the frontal lobe, the left gyrus rectus, and the right superior parietal gyrus; the left temporal pole and the left orbitofrontal cortex as well as the left olfactory area ( P<0.05). Correlation analyses revealed no statistically significant associations between altered FC values and clinical scale scores in the EOPD group. Conclusions:Patients with EOPD demonstrate impaired nigrostriatal dopaminergic function, regional cortical hypometabolism, and aberrant functional connectivity across multiple brain networks.

Based on the analysis of relevant policy documents,industry data,and case studies,this paper systematically reviews the current situation,policy environment,and usage of intra-hospital formulations in medical institutions in Guangzhou,and compares them with policies in other countries.It is found that although Guangzhou has achieved certain results in terms of policy support,number of varieties,and usage range of intra-hospital formulations,there are also problems such as limited pro-duction capacity,inadequate quality control,insufficient research and development investment,increasing cost pressure,and in-adequate protection of intellectual property rights.Therefore,this paper suggests the establishment of a regional Chinese medicine formulation industrial park,the development of new dosage forms and technologies,the expansion of medical insurance coverage,the strengthening of research platform construction,and the promotion of multidimensional achievement transformation to promote the high quality development of the intra-hospital formulation industry in Guangzhou.

Objective To investigate the effects of targeted silencing of CXCL5 on the related biological functions of laryngeal squamous cell carcinoma(LSCC)cell line AMC-HN-8,and analyze the regulation through TCGA database.Methods RNA-seq data related to LSCC were obtained from TCGA database,and the expression differences of CXCL5 gene in LSCC and the adjacent tissues were analyzed. Total 60 samples of LSCC and the adjacent tissues from January 2019 to December 2020 were selected from the First Hospital of Shanxi Medical University,and the expression of CXCL5 protein in LSCC tissues was detected by immunohistochemical staining. Human LSCC cell line AMC-HN-8 was cultured and the mRNA transcription level of CXCL5 in AMC-HN-8 cells was detected by qPCR. Two groups of SiRNA with high knock-down efficiency were screened,CCK8 assay was used to detect the cell proliferation,Transwell test was used to measure the cell invasion and migration,and flow cytometry was used to detect the cell cycle and apoptosis. The correlation between CXCL5and tumor immune invasion level of LSCC was analyzed by ssGSEA,and CXCL5 co-expression gene network was constructed and analyzed for GO and KEGG enrichment.Results Compared with the adjacent tissues and the cells in control group,the expression of CXCL5 in LSCC tissues and cells increased,which was consistent with the analysis of TCGA database;Inhibition of CXCL5 expression in AMC-HN-8 cells inhibited the proliferation,invasion and migration of tumor cells,and promoted the apoptosis through inhibiting the cell cycle in G1 phase;The immune cell scores in DC,neutrophils,NK and TH17 cells were different.Conclusion CXCL5gene is highly expressed in LSCC tissues,which might be one of the targets of LSCC targeted therapy.

Objective:To evaluate the clinical value of the adjusted global antiphospholipid syndrome score (aGAPSS) in patients with persistent antiphospholipid antibodies (aPL).Methods:The clinical data of patients who were continuously positive for aPL from May 2012 to August 2022 were retrospectively analyzed, except for patients complicated with connective tissue diseases. Demographic data, traditional cardiovascular thrombosis risk factors, aPL profile, and clinical manifestations included and not included in antiphospholipid syndrome (APS) were collected, and aGAPSS was calculated for all patients according to risk indicators and the correlation with clinical manifestation was analyzed through rank sum test. The diagnostic value of aGAPSS for different clinical manifestations was evaluated by the receiver operator characteristic (ROC) curve.Results:A total of 67 patients with persistent aPL were enrolled, including 15 patients with persistent extra-criteria positive aPL but did not meet the APS classification criteria and 52 patients with a clear diagnosis of primary APS, of which 20 had a history of thrombosis, 36 had a history of pregnancy morbidity, and 24 had extra-criteria clinical manifestations. Patients with history of any thrombosis or arterial thrombosis scored significantly higher than those with no history of thrombosis [any history of thrombosis 11.50 (8.25, 13.00) vs 8.00 (4.00, 13.00), Z=2.33, P=0.020; arterial thrombosis history 11.00 (9.00, 14.00) vs 8.00 (4.00, 13.00), H=6.21, P=0.043]. The aGAPSS score of patients with extra-criteria clinical manifestations was significantly higher than that of patients without corresponding clinical manifestations [13.00 (8.25, 13.00) vs 8.00 (4.00, 11.00), Z=2.81, P=0.005], and the aGAPSS score of patients with thrombocytopenia was significantly higher than that of patients without thrombocytopenia [12.50 (8.00, 13.25) vs 8.00 (4.00, 13.00), Z=2.23, P=0.026]. A subgroup analysis of pregnant women found no statistically significant difference in aGAPSS scores between groups with or without a history of pregnancy morbidity. With thrombosis as the endpoint event, aGAPSS had the highest diagnostic value at 10 points(sensitivity and specificity were 65.00% and 77.78%, respectively). Conclusion:In patients with postivity aPL positivity, aGAPSS score is correlated with thrombosis history and extra-criteria clinical manifestations, especially thrombocytopenia.

Objective:Analyze the impact of smoking on the mortality and life expectancy of residents in Tianjin in 2019.Methods:Use mortality case-control study method to collect all cause of death cases of residents in Tianjin in 2019 for analysis. After adjusting for the 5-years-old age group, education level, and marital status, the smoking attributed deaths from different diseases of different genders, smoking attributed deaths in different age groups, and their impact on life expectancy were analyzed.Results:The total number of deaths in 2019 was 75 254, with 42 201 males (56.1%). Among male deaths, 3 215 (9.9%) were attributed to smoking, of which 2 157 (50.2%) lung cancer deaths were attributed to smoking; The risk of lung cancer death among smokers was 3.075 times higher than that of non-smokers (95% CI: 2.812-3.364); Among the 33 053 female deaths (43.9%), 1 396 (5.8%) were caused by smoking, with 744 (29.1%) lung cancer deaths attributed to smoking. The age group with the highest number of deaths attributed to smoking for women was the 75-<80 years old age group, followed by the 70-<75 and 80-<85 years old age groups. The age group with the highest proportion of deaths attributed to smoking for men was the 55-<60 years old age group. In addition, smoking accounts for more than 60% of deaths in the 60-<65, 45-<50, 55-<60, and 65-<70 years old age groups. In 2019, the loss of life expectancy attributed to smoking deaths among all residents in Tianjin was 1.13 years, with a loss of 1.15 years for males and 0.57 years for females. The expected life expectancy excluding deaths caused by smoking was 82.92 years, 80.77 years for males and 84.61 years for females. Conclusions:Smoking remains one of the important risk factors for death among residents. Promoting effective measures to reduce smoking rates is an effective way to increase life expectancy.