1.AI-integrated IQPD framework of quality prediction and diagnostics in small-sample multi-unit pharmaceutical manufacturing: Advancing from experience-driven to data-driven manufacturing.
Kaiyi WANG ; Xinhai CHEN ; Nan LI ; Huimin FENG ; Xiaoyi LIU ; Yifei WANG ; Yanfei WU ; Yufeng GUO ; Shuoshuo XU ; Lu YAO ; Zhaohua ZHANG ; Jun JIA ; Zhishu TANG ; Zhisheng WU
Acta Pharmaceutica Sinica B 2025;15(8):4193-4209
The pharmaceutical industry faces challenges in quality digitization for complex multi-stage processes, especially in small-sample systems. Here, an intelligent quality prediction and diagnostic (IQPD) framework was developed and applied to Tong Ren Tang's Niuhuang Qingxin Pills, utilizing four years of data collected from four production units, covering the entire process from raw materials to finished products. In this framework, a novel path-enhanced double ensemble quality prediction model (PeDGAT) is proposed, which combines a graph attention network and path information to encode inter-unit long-range and sequential dependencies. Additionally, the double ensemble strategy enhances model stability in small samples. Compared to global traditional models, PeDGAT achieves state-of-the-art results, with an average improvement of 13.18% and 87.67% in prediction accuracy and stability on three indicators. Additionally, a more in-depth diagnostic model leveraging grey correlation analysis and expert knowledge reduces reliance on large samples, offering a panoramic view of attribute relationships across units and improving process transparency. Finally, the IQPD framework integrates into a Human-Cyber-Physical system, enabling faster decision-making and real-time quality adjustments for Tong Ren Tang's Niuhuang Qingxin Pills, a product with annual sales exceeding 100 million CNY. This facilitates the transition from experience-driven to data-driven manufacturing.
2.Quercetin ameliorates myocardial injury in diabetic rats by regulating L-type calcium channels.
Hongyan SUN ; Guoqing LU ; Chengwen FU ; Mengwen XU ; Xiaoyi ZHU ; Guoquan XING ; Leqiang LIU ; Yufei KE ; Lemei CUI ; Ruiyang CHEN ; Lei WANG ; Pinfang KANG ; Bi TANG
Journal of Southern Medical University 2025;45(3):531-541
OBJECTIVES:
To investigate the effects of quercetin on cuproptosis and L-type calcium currents in the myocardium of diabetic rats.
METHODS:
Forty SD rats were randomized into control group and diabetic model groups. The rat models of diabetes mellitus (DM) induced by high-fat and high-sugar diet combined with streptozotocin (STZ) injection were further divided into DM model group, quercetin treatment group, and empagliflozin treatment group (n=10). Blood glucose and body weight were measured every other week, and cardiac function of the rats was evaluated using echocardiography. HE staining, Sirius red staining, and wheat germ agglutinin (WGA) analysis were used to observe the changes in myocardial histomorphology, and serum copper levels and myocardial FDX1 expression were detected. In cultured rat cardiomyocyte H9c2 cells with high-glucose exposure, the effects of quercetin and elesclomol, alone or in combination, on intracellular CK-MB and LDH levels and FDX1 expression were assessed, and the changes in L-type calcium currents were analyzed using patch-clamp technique.
RESULTS:
The diabetic rats exhibited elevated blood glucose, reduced body weight, impaired left ventricular function, increased serum copper levels and myocardial FDX1 expression, decreased L-type calcium currents, and prolonged action potential duration. Quercetin and empagliflozin treatment significantly lowered blood glucose, improved body weight, and restored cardiac function of the diabetic rats, and compared with empagliflozin, quercetin more effectively reduced serum copper levels, downregulated FDX1 expression, and enhanced myocardial L-type calcium currents in diabetic rats. In H9c2 cells, high glucose exposure significantly increased myocardial expressions of FDX1, CK-MB and LDH, which were effectively lowered by quercetin treatment; Elesclomol further elevated FDX1, CK-MB and LDH levels in the exposed cells, and these changes were not significantly affected by the application of quercetin.
CONCLUSIONS
Quercetin ameliorates myocardial injury in diabetic rats possibly by suppressing myocardial cuproptosis signaling and restoring L-type calcium channel activity.
Animals
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Quercetin/pharmacology*
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Calcium Channels, L-Type/metabolism*
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Diabetes Mellitus, Experimental/metabolism*
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Rats, Sprague-Dawley
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Rats
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Myocytes, Cardiac/drug effects*
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Myocardium/pathology*
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Male
3.Research progress on rehabilitation motivation in cancer patients
Yiru WANG ; Hong WANG ; Xiao AN ; Zhicong ZHOU ; Xu SUN ; Xiaoyi LIU ; Ziwei TONG
Chinese Journal of Nursing 2025;60(12):1512-1517
Rehabilitation is an effective measure to improve the quality of life for cancer patients,and strong rehabilitation motivation is an important influencing factor for patients' compliance with rehabilitation.This paper mainly reviews the concepts,assessment tools,influencing factors,and intervention strategies of rehabilitation motivation in cancer patients,with the aim of providing references for medical staff to improve the level of rehabilitation compliance in cancer patients and develop targeted rehabilitation management strategies.
4.Functional study of M1/M2 macrophages in the progression of oral squamous cell carcinoma
Xu XIAOYI ; Wang BIN ; Yang MENGMENG ; Shen JUN
Chinese Journal of Clinical Oncology 2025;52(7):325-330
Objective:This study aimed to identify potential prognostic and biotherapeutic targets for oral squamous cell carcinoma(OSCC)by investigating the regulatory effects of M1/M2 macrophages on OSCC progression and their underlying mechanisms.Methods:The ef-fects of M1/M2 macrophages on the proliferation,migration,invasion,and apoptosis of SCC-15 cells were examined.Immunohistochemical staining was used to detect the expression of CD68 and M2 macrophage marker proteins in human OSCC tissue microarrays,and their cor-relations with clinicopathological features were analyzed.Results:M1 macrophages promoted apoptosis of SCC-15 cells while inhibiting their proliferation,migration,and invasion.In contrast,M2 macrophages exhibited the opposite effects.The infiltration density of tumor-associ-ated macrophages(TAMs)in OSCC tissues was significantly positively correlated(P<0.05)with lymph node metastasis.Conclusions:M1 mac-rophages suppress OSCC progression,whereas M2 macrophages promote it.
5.Rehabilitation effects based on immersive virtual reality as a treatment for peripheral vestibular dysfunction:a Meta-analysis
Xiaoyi LIU ; Hong WANG ; Zhicong ZHOU ; Xu SUN ; Yiru WANG ; Ziwei TONG ; Xiaoying LIU
Chinese Journal of Nursing 2025;60(9):1140-1146
Objective To systematically evaluate the rehabilitation effect of immersive virtual reality technology for patients with peripheral vestibular dysfunction,and to provide theoretical basis and practical guidance for the design of efficient rehabilitation training programs.Methods PubMed,Embase,Cochrane Library,Web of Science,CINAHL,CNKI,Wanfang Database,VIP Database,and China Biomedical Literature Database were searched for randomized controlled trials on the intervention effect of immersive virtual reality technology in patients with peripheral vestibular dysfunction from inception to February 2025.RevMan5.4 software was used to perform meta-analysis of the literature that met the quality standards.Results A total of 10 papers with 491 patients with peripheral vestibular dysfunction were included.Meta-analysis showed that immersive virtual reality technology improved vertigo symptoms in patients with peripheral vestibular dysfunction compared with conventional vestibular rehabilitation care[SMD=-1.41,95%CI(-1.58,-0.70),P<0.001],and subgroup analysis showed that the frequency of intervention was<5 times/week[SMD=-1.31,95%CI=(-1.96,-0.66),P<0.001],single intervention duration<30 min[SMD=-1.45,95%CI=(-2.21,-0.70),P<0.001],and intervention period≤7 weeks[SMD=-1.49,95%CI(-2.04,-0.94),P<0.001]were more significant.Immersive virtual reality technology reduced the risk of falls[MD=4.66,95%CI(3.84,5.48),P<0.001],and improved anxiety and depression[SMD=2.65,95%CI(1.98,3.33),P<0.001].Conclusion Immer-sive virtual reality technology improves vertigo symptoms,reduces the risk of falls,and improves anxiety and depres-sion symptoms in patients with peripheral vestibular dysfunction,in which the intervention period of ≤7 weeks,<5 training sessions per week,and each training session of<30 min are better for improving vertigo symptoms in patients with peripheral vestibular dysfunction.
6.Effects of non-ablative vaginal Er:YAG laser on female mild-to-moderate stress urinary incontinence
Xin WANG ; Zhipeng ZHANG ; Lingfeng MENG ; Shengfei XU ; Jiqiong ZHENG ; Hui WANG ; Xiaoyi YUAN ; Zhengwang ZHANG ; Jianwei LYU ; Yaoguang ZHANG
Journal of Modern Urology 2025;30(7):582-586,592
Objective To evaluate the efficacy of non-ablative vaginal erbium-doped yttrium aluminum garnet(Er:YAG)laser therapy in improving symptoms in women with mild-to-moderate stress urinary incontinence(SUI).Methods A prospective,multicenter,randomized controlled trial was conducted.A total of 126 female SUI patients were enrolled and randomized in a 2∶1 ratio to the treatment group(n=84,receiving Er:YAG laser therapy)and the sham control group(n=42,undergoing non-energized laser device with shielded beam).Efficacy outcomes were compared between the two groups,including the International Consultation on Incontinence Questionnaire-Short Form(ICI-Q-SF)scores at baseline and 1,3,6 months after treatment,response rate 3 month after treatment,urine leakage volume,daily incontinence episodes and visual analog scale(VAS).Results One month and 3 months after treatment,the ICI-Q-SF scores in the treatment group(8.07±3.33 and 7.04±3.04,respectively)were significantly lower than those in the control group(9.57±4.03 and 9.65±3.27,respectively;both P<0.05).The 3-month response rate was significantly higher in the treatment group(71.43%)compared to the control group(35.71%,P<0.05).Improvements in urine leakage volume 1 and 3 months after treatment were significantly greater in the treatment group versus the control group(both P<0.05).A statistically significant reduction in daily incontinence episodes was observed in the treatment group 1 month after treatment compared to the control group[2(0,5)times vs.4(2,8)times,P<0.05].VAS score in the treatment group markedly decreased 1 month after treatment,comparable to the level observed in the control group[0(0,2.45)vs.0(0,0),P<0.05].Conclusion Non-ablative vaginal Er:YAG laser therapy significantly alleviates symptoms in women with mild-to-moderate SUI and represents a viable treatment option for this condition.
7.Analysis of a case of regulatory violations by an occupational health examination institution
Chanchan QI ; Ruiyan HUANG ; Chaoting ZHAO ; Leyi XU ; Jianyong LU ; Xiaoyi LI ; Jiabin CHEN
China Occupational Medicine 2025;52(1):106-109
Objective To analyze a case of violations by an occupational medical examination (OME) institution and to explore the key control points for the supervision and management of OME institutions, as well as the core role of quality assessment in this context. Methods An OME institution suspected of illegal activities was used as the study subject. Retrospective analysis was conducted. Clues of suspected violations were identified by an on-site quality assessment. After investigation and verification by the local health authorities, legal action was taken against the institution for its violations. Results During an on-site quality assessment, the Guangdong Province OME quality control expert group discovered that the OME institution violated regulations, including unqualified personnel file, exceeding the scope of services category, issuing false reports, failing to report suspected occupational diseases on time, and failing to notify workers about suspected occupational diseases as required. The evidence was then submitted to the Guangdong Province OME Quality Control Center, which subsequently forwarded the case to local health administration department for filing and investigation. After the investigation, penalties were imposed on the OME institution for its illegal activities. Conclusion The key supervision and inspection points in the quality assessment of OME institutions include personnel file configuration, the quality control management system and its implementation, the quality of OME reports, and information reporting. Quality assessment plays a pivotal role in ensuring the legal and compliant practice of OME institutions, safeguarding the health rights and interests of workers, and enhancing the overall standard of the OME industry.
8.Diagnostic analysis of occupational acute high altitude disease
Lin XU ; Weihui LIANG ; Xiaoyi LI ; Li HUANG
China Occupational Medicine 2025;52(6):669-671
Objective To analyze occupational exposure histories and clinical manifestations in three cases of occupational high altitude disease, and to identify key diagnostic points and prevention and treatment strategies. Methods The basic information, clinical characteristics, and occupational hazard exposure history of three patients with occupational high altitude disease were conducted using the retrospective analysis. Results The reason of these three pariticipants who visited high-altitude areas was work requirements. Case 1 experienced recurrent symptoms of altitude reactions during the prodromal stage and was clinically diagnosed with "high altitude sickness and cerebral edema". During transportation to a lower-altitude area, the patient passed through an area with a higher altitude (4 700 m), resulting in deterioration of the condition. Case 2 developed an upper respiratory tract infection and subsequently engaged in aerobic exercise, which aggravated the condition, eading to coughing up pink frothy sputum, followed by cerebral edema and bilateral pulmonary edema. Both cases developed acute cerebral edema and/or acute pulmonary edema due to severe hypobaric hypoxia and were diagnosed with occupational acute high altitude disease according to the GBZ 92-2008 Diagnostic Criteria of Occupational High Altitude Disease. Case 3 mainly presented with hearing loss, without clinical manifestations of high-altitude pulmonary edema or high-altitude cerebral edema, and thus could not be diagnosed with occupational acute high altitude disease. ConclusionThe key diagnostic criteria for occupational acute high altitude disease include a recent occupational history of working in high altitude environments and the presence of clinical manifestations of high altitude pulmonary edema or high altitude cerebral edema, with exclusion of other diseases presenting with similar symptoms. Preventive measures should be taken before workers enter high-altitude areas. Early symptoms of occupational high altitude disease are easily overlooked, so it is crucial to remain vigilant for warning signs and provide timely treatment.
9.Identification of a nanobody able to catalyze the destruction of the spike-trimer of SARS-CoV-2.
Kai WANG ; Duanfang CAO ; Lanlan LIU ; Xiaoyi FAN ; Yihuan LIN ; Wenting HE ; Yunze ZHAI ; Pingyong XU ; Xiyun YAN ; Haikun WANG ; Xinzheng ZHANG ; Pengyuan YANG
Frontiers of Medicine 2025;19(3):493-506
Neutralizing antibodies have been designed to specifically target and bind to the receptor binding domain (RBD) of spike (S) protein to block severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus from attaching to angiotensin converting enzyme 2 (ACE2). This study reports a distinctive nanobody, designated as VHH21, that directly catalyzes the S-trimer into an irreversible transition state through postfusion conformational changes. Derived from camels immunized with multiple antigens, a set of nanobodies with high affinity for the S1 protein displays abilities to neutralize pseudovirion infections with a broad resistance to variants of concern of SARS-CoV-2, including SARS-CoV and BatRaTG13. Importantly, a super-resolution screening and analysis platform based on visual fluorescence probes was designed and applied to monitor single proteins and protein subunits. A spontaneously occurring dimeric form of VHH21 was obtained to rapidly destroy the S-trimer. Structural analysis via cryogenic electron microscopy revealed that VHH21 targets specific conserved epitopes on the S protein, distinct from the ACE2 binding site on the RBD, which destabilizes the fusion process. This research highlights the potential of VHH21 as an abzyme-like nanobody (nanoabzyme) possessing broad-spectrum binding capabilities and highly effective anti-viral properties and offers a promising strategy for combating coronavirus outbreaks.
Single-Domain Antibodies/immunology*
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Spike Glycoprotein, Coronavirus/metabolism*
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SARS-CoV-2/immunology*
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Animals
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Humans
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Antibodies, Neutralizing/immunology*
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Camelus
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COVID-19/immunology*
;
Antibodies, Viral/immunology*
;
Angiotensin-Converting Enzyme 2
10.Glomerular galactose-deficient IgA1 positive may be associated with poor prognosis in diabetic nephropathy patients
Xiaoyi XU ; Weiyi GUO ; Hong CHENG ; Lijun SUN ; Guoqin WANG ; Wenrong CHENG ; Hongrui DONG
Chinese Journal of Nephrology 2025;41(1):22-30
Objective:To investigate the different clinical characteristics and prognosis of patients with diabetic nephropathy (DN) accompanied by IgA deposition diagnosed by renal biopsy.Methods:The study was a retrospective cohort study. Clinical and pathological data of patients diagnosed with DN through renal biopsy in Beijing Anzhen Hospital affiliated to Capital Medical University from January 1, 2010 to March 31, 2023 were retrospectively collected. The clinical and pathological characteristics and prognosis of DN patients with IgA deposition and DN control group patients without IgA deposition were compared. Immunofluorescence staining was used to detect the intensity of galactose-deficient IgA1 (Gd-IgA1) staining in renal tissue of DN patients with DN IgA deposition, and grouping was performed according to whether the staining intensity was≥2+. Enzyme linked immunosorbent assay was used to detect the serum level of Gd-IgA1 in patients. A 50% decrease in estimated glomerular filtration rate (eGFR) from baseline or progression to end-stage renal disease within 5 years was defined as a renal endpoint event, and Kaplan-Meier survival analysis and Log-rank test were used to compare the difference in cumulative incidence of renal endpoint events between two groups of patients.Results:A total of 101 DN patients were enrolled in this study, including 68 males (67.3%) and 33 females (32.7%), with age of (52.2±10.3) years and a median follow-up time of 13.5(4.8, 26.3) months. There were 44 patients with IgA deposition (43.6%) and 57 patients without IgA deposition (56.4%). Compared with DN control group, Kaplan-Meier analysis showed that DN patients with IgA deposition had a higher cumulative incidence of renal endpoint within 5 years ( χ2=6.473, P=0.011). The proportion of positive glomerular Gd-IgA1 (KM55) staining in the DN patients with IgA deposition was 54.5% (24/44), and immunofluorescence examination showed consistent distribution of Gd-IgA1 and IgA in the glomerular mesangial and capillary regions. The serum level of Gd-IgA1 in the glomerular Gd-IgA1 positive patients was significantly higher than that in those negative patients [(6 296.4± 1 535.4) μg/L vs. (4 057.4±1 082.0) μg/L, t=-3.037, P=0.010]. In DN patients with IgA deposition, the age of the subgroup with endpoint events was younger [(42.8±6.9) years vs. (53.3±9.4) years, t=-3.440, P=0.002], the duration of proteinuria was shorter [6.0(1.0, 22.0) months vs. 12.0(10.0, 36.0) months, Z=-2.150, P=0.032], and the proportion of patients with glomerular Gd-IgA1 staining intensity ≥2+ was higher [Fisher'exact test, 30.8%(4/13) vs. 0(0/20), P=0.017]. Kaplan-Meier survival analysis showed that patients with glomerular Gd-IgA1 staining intensity≥2+ had a significantly higher cumulative incidence of renal endpoint events ( χ2=4.846, P=0.028). Conclusion:DN patients with glomerular IgA deposition and Gd-IgA1 positivity may be associated with worse prognosis.

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