Prostate cancer (PCa) ranks as the second most prevalent malignancy among men worldwide. Early diagnosis, personalized treatment, and prognosis prediction of PCa play a crucial role in improving patients' survival rates. The advancement of artificial intelligence (AI), particularly the utilization of deep learning (DL) algorithms, has brought about substantial progress in assisting the diagnosis, treatment, and prognosis prediction of PCa. The introduction of the foundation model has revolutionized the application of AI in medical treatment and facilitated its integration into clinical practice. This review emphasizes the clinical application of AI in PCa by discussing recent advancements from both pathological and imaging perspectives. Furthermore, it explores the current challenges faced by AI in clinical applications while also considering future developments, aiming to provide a valuable point of reference for the integration of AI and clinical applications.
Humans ; Prostatic Neoplasms/diagnosis* ; Male ; Artificial Intelligence ; Deep Learning ; Prognosis

Objective:To investigate alterations in brain function among elderly patients with interstitial cystitis/bladder pain syndrome(IC/BPS)during the resting state.Methods:We prospectively recruited seven elderly patients with IC/BPS admitted to the Urology Department of Beijing Hospital from December 2023 to May 2024 as the experimental group, and concurrently selected twelve elderly healthy individuals as the control group.After enrollment, all participants underwent resting-state functional magnetic resonance imaging(rs-fMRI)scans.General clinical data, including age and gender, as well as standardized assessment scores from the Interstitial Cystitis Symptom Index(ICSI), Interstitial Cystitis Problem Index(ICPI), Visual Analogue Scale(VAS), Self-Rating Anxiety Scale(SAS), and Self-Rating Depression Scale(SDS), were collected.The data were processed using Matlab.This study employed a paired sample t-test to analyze the differences in gray matter volume between the two groups.The functional activities of the subjects' brains were analyzed using regional homogeneity(ReHo)and low-frequency amplitude(ALFF)algorithms.Based on the identified abnormal brain regions, further functional connectivity(FC)analysis was conducted to explore the connectivity patterns among the functional brain regions.Results:No significant differences were observed in age( t=-0.68, P=0.536)or gender( χ2=0.019, P=0.891)between the experimental group and the control group.The scores of SAS and SDS in the experimental group were significantly higher than those in the control group( P<0.001).No significant difference was observed in cerebral gray matter volume between the two subject groups.In contrast to the control group, the ALFF value of the left superior parietal lobe(MNI: x, y, z=-21, -66, 60; t=12.530 5)was elevated in elderly patients with IC/BPS, and the ReHo value of the left precuneus(MNI: x, y, z=-9, -54, 63; t=9.410 3)was also increased.Through FC analysis, it was revealed that elderly IC/BPS patients exhibited significantly lower FC values between the left superior parietal lobule and the central sulcus(MNI: x, y, z=21, 15, 3; t=-27.835 6), as well as between the left anterior cingulate and the left posterior cingulate gyrus(MNI: x, y, z=-12, 0, 42; t=-8.738 9)in comparison with the control group. Conclusions:In contrast to normal individuals, elderly IC/BPS patients demonstrate functional aberrations in the left superior parietal lobule and the left precuneus.Moreover, a decrease in functional connectivity is observed between the left superior parietal lobule and the central sulcus, as well as between the left precuneus and the left posterior cingulate gyrus.These abnormal functional alterations in the brain may be implicated in the maintenance and development of symptoms in IC/BPS patients.This study conducted research from the perspective of central nervous system regulation, presenting possible directions for further exploration of the pathophysiological mechanisms of IC/BPS.

Objective:To analyze the contamination characteristics and pathogenic potential of Listeria monocytogenes (LM) in pre-packaged and refrigerated ready-to-eat cooked meat products in Chengdu City. Methods:From September 2022 to May 2023, pre-packaged and refrigerated ready-to-eat cooked meat products were collected from six districts and counties in Chengdu City. Qualitative and quantitative determination of LM was performed on these samples. Whole genome sequencing was carried out on the isolated strains. Different ST strains were selected for cell adhesion and invasion experiments. The results were expressed as adhesion rate and invasion rate. One-way ANOVA was used for comparison between groups, and the Dunnett t-test was used for pairwise comparison. Results:A total of 145 samples were collected, and LM was detected and isolated in 29 samples. The total detection rate was 20.00%, and the detection rate of braised pork was the highest (68.18%). The contamination level of LM in 9 samples (31.03%) was greater than 100.00 MPN/g. The 29 strains of Listeria monocytogenes belonged to 7 STs, including ST 3 (27.59%), ST 8 (17.24%) and ST 87 (13.79%). The strain of ST 87 carried Listeria pathogenicity islands 4 (LIPI-4), which was a highly virulent strain. The medium and high virulence strains accounted for 79.31%. Some moderately virulent and highly virulent strains of ST 8 and ST 87 were closely related to clinical patient strains. Some LM isolates of the same ST type had little SNP differences (1-6) in the same manufacturer at different stages. In vitro cell experiments showed that the highly virulent strain ST 87 had the strongest adhesion and invasion ability towards Caco-2 cells. Conclusion:The pre-packaged and refrigerated cooked meat products have a high contamination rate. Some samples have high contamination levels and carry medium and high virulence strains, posing potential health risks to human beings. LM residues continue to persist in some manufacturers′ production and processing stages.

The small-molecule alkaloid halofuginone (HF) is obtained from febrifugine. Recent studies on HF have aroused widespread attention owing to its universal range of noteworthy biological activities and therapeutic functions, which range from parasite infections and fibrosis to autoimmune diseases. In particular, HF is believed to play an excellent anticancer role by suppressing the proliferation, adhesion, metastasis, and invasion of cancers. This review supports the goal of demonstrating various anticancer effects and molecular mechanisms of HF. In the studies covered in this review, the anticancer molecular mechanisms of HF mainly included transforming growth factor-β (TGF-β)/Smad-3/nuclear factor erythroid 2-related factor 2 (Nrf2), serine/threonine kinase proteins (Akt)/mechanistic target of rapamycin complex 1(mTORC1)/wingless/integrated (Wnt)/β-catenin, the exosomal microRNA-31 (miR-31)/histone deacetylase 2 (HDAC2) signaling pathway, and the interaction of the extracellular matrix (ECM) and immune cells. Notably, HF, as a novel type of adenosine triphosphate (ATP)-dependent inhibitor that is often combined with prolyl transfer RNA synthetase (ProRS) and amino acid starvation therapy (AAS) to suppress the formation of ribosome, further exerts a significant effect on the tumor microenvironment (TME). Additionally, the combination of HF with other drugs or therapies obtained universal attention. Our results showed that HF has significant potential for clinical cancer treatment.

Recent years have witnessed significant advances in the development of novel techniques and methodologies for identifying active ingredients in traditional Chinese medicine (TCM), substantially advancing research and development efforts. Spectrum-effect correlation analysis, affinity ultrafiltration, high-content screening (HCS) imaging, and cell membrane chromatography (CMC) have emerged as essential tools, effectively linking TCM chemical constituents to their biological effects, thereby enabling efficient active ingredient screening. Additionally, molecular interaction analysis provides deeper insights into TCM-biomolecule interaction mechanisms, enhancing understanding of its therapeutic potential. Computer-aided techniques facilitate TCM active ingredient identification, optimizing the screening process for efficiency and cost-effectiveness. Molecular probe technology, as an emerging methodology, enables precise and rapid screening for novel therapeutic drug discovery. Ongoing technological advancement in this field indicates promising future developments, potentially leading to more effective and targeted TCM-based therapies.
Drugs, Chinese Herbal/chemistry* ; Medicine, Chinese Traditional/methods* ; Humans ; Drug Discovery/methods* ; Animals

The small-molecule alkaloid halofuginone(HF)is obtained from febrifugine.Recent studies on HF have aroused widespread attention owing to its universal range of noteworthy biological activities and therapeutic functions,which range from parasite infections and fibrosis to autoimmune diseases.In particular,HF is believed to play an excellent anticancer role by suppressing the proliferation,adhesion,metastasis,and invasion of cancers.This review supports the goal of demonstrating various anticancer effects and molecular mechanisms of HF.In the studies covered in this review,the anticancer molecular mechanisms of HF mainly included transforming growth factor-β(TGF-β)/Smad-3/nuclear factor erythroid 2-related factor 2(Nrf2),serine/threonine kinase proteins(Akt)/mechanistic target of rapa-mycin complex 1(mTORC1)/wingless/integrated(Wnt)/β-catenin,the exosomal microRNA-31(miR-31)/histone deacetylase 2(HDAC2)signaling pathway,and the interaction of the extracellular matrix(ECM)and immune cells.Notably,HF,as a novel type of adenosine triphosphate(ATP)-dependent inhibitor that is often combined with prolyl transfer RNA synthetase(ProRS)and amino acid starvation therapy(AAS)to suppress the formation of ribosome,further exerts a significant effect on the tumor microenvironment(TME).Additionally,the combination of HF with other drugs or therapies obtained universal attention.Our results showed that HF has significant potential for clinical cancer treatment.

Objective To explore the mechanism of the thioredoxin-interacting protein(TXNIP)/thioredoxin-1(Trx-1)pathway in regulating the polarization of retinal microglia in rats after retinal ischemia-reperfusion(RIR)in rats,and to provide new ideas for the prevention and treatment of retinal ischemia reperfusion injury(RIRI).Methods For-ty-two healthy adult male Sprague-Dawley rats were randomly divided into a Sham group,a RIRI group and a TXNIP siRNA group.The right eye of the rats was experimented.For RIRI and TXNIP siRNA groups,RIRI models were established using the anterior chamber high intraocular pressure method.Rats in the TXNIP siRNA group were given the intravitreal injection of TXNIP siRNA 3 d before modeling.Hematoxylin-eosin(HE)staining was used to analyze retinal histopathologic changes of rats in all groups 24 h after modeling.Immunohistochemical staining of brain-specific homeobox/POU domain proteins 3A(Brn-3a)was made to count the number of retinal ganglion cells(RGCs).The dynamical changes in the number of TXNIP+cells 6 h,24 h,72 h and 7 d after modelling were analyzed through immunohistochemical staining in the RIRI group.The retinal microglia polarization and changes in the expression of TXNIP and Trx-1 proteins in each group were de-tected by double immunofluorescence staining and Western blot 24 h after modeling.Results HE staining results showed that 24 h after modelling,the retinal cells were disordered and the inner retinal layer was thickened and swelled in RIRI and TXNIP siRNA groups,compared with those in the Sham group(all P＜0.05).Immunohistochemical staining results of Brn-3a showed that 24 h after modeling,the number of Brn-3a+cells in RIRI and TXNIP siRNA groups significantly decreased,compared with that in the Sham group(both P＜0.05).The number of Brn-3a+cells in the TXNIP siRNA group was signifi-cantly higher than that in the RIRI group(P＜0.05).Immunohistochemical staining results of TXNIP at different time points after modeling showed that the expression of TXNIP+proteins started to increase 6 h after modeling.The TXNIP+protein level reached a peak at 24 h and then decreased gradually.Western blot results revealed that 24 h after modeling,RIRI and TXNIP siRNA groups had significantly higher TXNIP levels and significantly lower Trx-1 levels than the Sham group(all P＜0.05).Compared with those in the RIRI group,the expression of TXNIP proteins was significantly lower and the expression of Trx-1 proteins was significantly higher in the TXNIP siRNA group(both P＜0.05).Double immunofluores-cence staining showed that 24 h after modeling,Iba1+/CD206+cells were significantly more and Iba1+/CD16+cells were significantly less in the TXNIP siRNA group than those in the RIRI group(both P＜0.05).RIRI and TXNIP siRNA groups had significantly more Ibal+/TXNIP+cells and significantly less Iba1+/Trx-1+cells than the Sham group(both P＜0.05).The number of Iba1+/TXNIP+cells was significantly lower and the number of Iba1+/Trx-1+cells was significantly higher in the TXNIP siRNA group than those in the RIRI group(both P＜0.05).Conclusion RIR activates the TXNIP/Trx-1 path-way to induce the activation of retinal microglia and regulate the polarization of microglia,thereby resulting in RIRI in rats.

Objective:To analyze the contamination characteristics and pathogenic potential of Listeria monocytogenes (LM) in pre-packaged and refrigerated ready-to-eat cooked meat products in Chengdu City. Methods:From September 2022 to May 2023, pre-packaged and refrigerated ready-to-eat cooked meat products were collected from six districts and counties in Chengdu City. Qualitative and quantitative determination of LM was performed on these samples. Whole genome sequencing was carried out on the isolated strains. Different ST strains were selected for cell adhesion and invasion experiments. The results were expressed as adhesion rate and invasion rate. One-way ANOVA was used for comparison between groups, and the Dunnett t-test was used for pairwise comparison. Results:A total of 145 samples were collected, and LM was detected and isolated in 29 samples. The total detection rate was 20.00%, and the detection rate of braised pork was the highest (68.18%). The contamination level of LM in 9 samples (31.03%) was greater than 100.00 MPN/g. The 29 strains of Listeria monocytogenes belonged to 7 STs, including ST 3 (27.59%), ST 8 (17.24%) and ST 87 (13.79%). The strain of ST 87 carried Listeria pathogenicity islands 4 (LIPI-4), which was a highly virulent strain. The medium and high virulence strains accounted for 79.31%. Some moderately virulent and highly virulent strains of ST 8 and ST 87 were closely related to clinical patient strains. Some LM isolates of the same ST type had little SNP differences (1-6) in the same manufacturer at different stages. In vitro cell experiments showed that the highly virulent strain ST 87 had the strongest adhesion and invasion ability towards Caco-2 cells. Conclusion:The pre-packaged and refrigerated cooked meat products have a high contamination rate. Some samples have high contamination levels and carry medium and high virulence strains, posing potential health risks to human beings. LM residues continue to persist in some manufacturers′ production and processing stages.

Objective To explore the mechanism of the thioredoxin-interacting protein(TXNIP)/thioredoxin-1(Trx-1)pathway in regulating the polarization of retinal microglia in rats after retinal ischemia-reperfusion(RIR)in rats,and to provide new ideas for the prevention and treatment of retinal ischemia reperfusion injury(RIRI).Methods For-ty-two healthy adult male Sprague-Dawley rats were randomly divided into a Sham group,a RIRI group and a TXNIP siRNA group.The right eye of the rats was experimented.For RIRI and TXNIP siRNA groups,RIRI models were established using the anterior chamber high intraocular pressure method.Rats in the TXNIP siRNA group were given the intravitreal injection of TXNIP siRNA 3 d before modeling.Hematoxylin-eosin(HE)staining was used to analyze retinal histopathologic changes of rats in all groups 24 h after modeling.Immunohistochemical staining of brain-specific homeobox/POU domain proteins 3A(Brn-3a)was made to count the number of retinal ganglion cells(RGCs).The dynamical changes in the number of TXNIP+cells 6 h,24 h,72 h and 7 d after modelling were analyzed through immunohistochemical staining in the RIRI group.The retinal microglia polarization and changes in the expression of TXNIP and Trx-1 proteins in each group were de-tected by double immunofluorescence staining and Western blot 24 h after modeling.Results HE staining results showed that 24 h after modelling,the retinal cells were disordered and the inner retinal layer was thickened and swelled in RIRI and TXNIP siRNA groups,compared with those in the Sham group(all P＜0.05).Immunohistochemical staining results of Brn-3a showed that 24 h after modeling,the number of Brn-3a+cells in RIRI and TXNIP siRNA groups significantly decreased,compared with that in the Sham group(both P＜0.05).The number of Brn-3a+cells in the TXNIP siRNA group was signifi-cantly higher than that in the RIRI group(P＜0.05).Immunohistochemical staining results of TXNIP at different time points after modeling showed that the expression of TXNIP+proteins started to increase 6 h after modeling.The TXNIP+protein level reached a peak at 24 h and then decreased gradually.Western blot results revealed that 24 h after modeling,RIRI and TXNIP siRNA groups had significantly higher TXNIP levels and significantly lower Trx-1 levels than the Sham group(all P＜0.05).Compared with those in the RIRI group,the expression of TXNIP proteins was significantly lower and the expression of Trx-1 proteins was significantly higher in the TXNIP siRNA group(both P＜0.05).Double immunofluores-cence staining showed that 24 h after modeling,Iba1+/CD206+cells were significantly more and Iba1+/CD16+cells were significantly less in the TXNIP siRNA group than those in the RIRI group(both P＜0.05).RIRI and TXNIP siRNA groups had significantly more Ibal+/TXNIP+cells and significantly less Iba1+/Trx-1+cells than the Sham group(both P＜0.05).The number of Iba1+/TXNIP+cells was significantly lower and the number of Iba1+/Trx-1+cells was significantly higher in the TXNIP siRNA group than those in the RIRI group(both P＜0.05).Conclusion RIR activates the TXNIP/Trx-1 path-way to induce the activation of retinal microglia and regulate the polarization of microglia,thereby resulting in RIRI in rats.