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.

BACKGROUND:Traditional surgery for lumbar disc herniation involves extensive excision of tissue surrounding the nerve for decompression and removal of protruding lumbar intervertebral discs,which poses various risks and complications such as nerve damage causing paralysis,lumbar instability,herniation recurrence,intervertebral space infection,and adjacent vertebral diseases. OBJECTIVE:To propose the symmetrically adduction of lumbar decompression induced resorption of herniated nucleus pulpous technique for lumbar spine symmetrically decompression,showing the induced resorption of herniated nucleus pulpous phenomenon and early clinical efficacy,and then analyze its decompression mechanism. METHODS:214 patients with lumbar disc herniation at Department of Orthopedics,First Affiliated Hospital of Zhengzhou University from March 2021 to May 2023 were enrolled in this study.Among them,81 patients received conservative treatment as the control group,and 133 patients received symmetrically adduction of lumbar decompression induced resorption of herniated nucleus pulpous treatment as the trial group.Before surgery,immediately after surgery(7-14 days),and early after surgery(over 1 year),MRI images were used to measure the volume changes of lumbar disc herniation.CT images were used to measure the posterior displacement distance of the lumbar spinous process ligament complex,as well as the width and height of the lateral recess.Japanese Orthopaedic Association scores were used to evaluate the patient's neurological function recovery. RESULTS AND CONCLUSION:(1)Control group:81 patients with lumbar disc herniation were treated conservatively,with a total of 171 herniated lumbar discs.The average follow-up time was(22.7±23.1)months.The first and second MRI measurements of 171 herniated lumbar discs showed herniated lumbar disc volumes of(551.6±257.9)mm3 and(792.2±330.4)mm3,respectively,with an average volume increase rate of(53.2±44.4)%,showing statistically significant differences(P<0.001).Out of 171 herniated lumbar discs,4 experienced natural shrinkage,with an absorption ratio of 2.3%(4/171)and an absorption rate of(24.5±9.9)%.(2)Trial group:133 patients with lumbar disc herniation had a total of 285 herniated lumbar discs.(1)Immediately after surgery:All patients were followed up immediately after surgery.229 out of 285 herniated lumbar discs experienced retraction,with an absorption ratio of 80.3%(229/285)and an average absorption rate of(21.5±20.9)%,with significant and complete absorption accounting for 6.5%.There were a total of 70 herniated lumbar discs in the upper lumbar spine,with an absorption ratio of 85.7%(60/70),an average absorption rate of(23.1±19.5)%,and a maximum absorption rate of 86.6%.There were 215 herniated lumbar discs in the lower lumbar spine,with an absorption ratio of 78.6%(169/215),an average absorption rate of(21.0±21.3)%,and a maximum absorption rate of 83.2%.Significant and complete absorption of the upper and lower lumbar vertebrae accounted for 5.7%and 6.5%,respectively,with no statistically significant difference(P>0.05).The average distance of posterior displacement of the spinous process ligament complex immediately after surgery was(5.2±2.8)mm.There were no significant differences in the width and height of the left and right lateral recess before and immediately after surgery(P>0.05).The Japanese Orthopaedic Association score immediately after surgery increased from(10.1±3.4)before surgery to(17.0±4.8),and the immediate effective rate after surgery reached 95.6%.(2)Early postoperative period:Among them,46 patients completed the early postoperative follow-up.There were 101 herniated lumbar discs,with an absorption ratio of 94%(95/101)and an average absorption rate of(36.9±23.7)%.Significant and complete absorption accounted for 30.6%,with a maximum absorption rate of 100%.Out of 101 herniated lumbar discs,3 remained unchanged in volume,with a volume invariance rate of 2.97%(3/101).Out of 101 herniated lumbar discs,3 had an increased volume of herniated lumbar discs,with an increase ratio of 2.97%(3/101)and an increase rate of(18.5±18.4)%.The Japanese Orthopaedic Association score increased from preoperative(9.3±5.1)to(23.5±4.0),with an excellent and good rate of 93.4%.(3)The early postoperative lumbar disc herniation absorption ratios of the control group and trial group were 2.3%and 85.9%,respectively,with statistically significant differences(P<0.001).(4)Complications:There were two cases of incision exudation and delayed healing in the trial group.After conservative treatment such as dressing change,no nerve injury or death occurred in the incision healing,and no cases underwent a second surgery.(5)It is concluded that symmetrically adduction of lumbar decompression induced resorption of herniated nucleus pulpous is a new method for treating lumbar disc herniation that can avoid extensive excision of the"ring"nerve and achieve satisfactory early clinical efficacy.It does not damage the lumbar facet joints or alter the basic anatomical structure of the lateral recess,fully preserves the herniated lumbar discs,and can induce significant or even complete induced resorption of herniated nucleus pulpous.Symmetrically adduction of lumbar decompression induced resorption of herniated nucleus pulpous provides a new basis and method for the clinical treatment of lumbar disc herniation.

Objective:To construct analytical dimensions for policy texts related to the pilot work of Health Impact Assessment (HIA) system in Zhejiang Province and conduct quantitative analysis, thereby providing references for improving the pilot work.Methods:Policy texts issued by Zhejiang Province between February 11, 2018, and February 29, 2024, which involved HIA content, were selected. The policy instruments theory was employed to construct an analytical framework around the dimensions of policy instruments, policy objectives, policy actors, and the interactions between policy instruments and policy objectives, and between policy instruments and policy actors. Based on this framework, a combination of literature analysis and content analysis was used to conduct a multi-dimensional quantitative analysis of the policy texts related to the pilot work of HIA system in Zhejiang Province.Results:Fifty core policy texts were included and 1 588 codes were obtained. In terms of policy instruments, environmental-type instruments were the most widely used (852 items), with internal responsibilities and methodological measures being the most frequently used; supply-type instruments were the second most used (459 items), with mechanism improvement being the most frequently used; demand-type instruments were the least used (277 items), with multi-stakeholder participation being the most frequently used. In terms of policy objectives, the objective of system construction dominated (701 articles, accounting for 56.45%), while the proportion of policy coverage, evaluation technology, and effectiveness evaluation was relatively low. In terms of policy subjects, the Party committee and government were the main policy subjects (434 articles, accounting for 39.20%), followed by health departments and public policy-making departments, while the proportion of public health institutions and social forces was extremely low. In the interaction between policy instruments and policy objectives, policy coverage, system construction, and effectiveness evaluation objectives all responded most frequently to environmental-type instruments, while the evaluation technology objectives responded more frequently to supply-type instruments. In the interaction between policy instruments and policy subjects, the Party committee and government played a dominant role in the use of policy instruments, with the health department and public policy-making department in the middle.Conclusions:The pilot work of the HIA system in Zhejiang Province presented a " environment-driven, system-construction-priority, Party-committee-and-government-led" policy characteristic. The main challenges were the imbalanced structure of policy instruments, insufficient synergy among policy objectives, and the need for greater participation of multiple stakeholders.

Objective To compare the hematological parameters,biochemical profiles,histopathological characteristics,and cytokines associated with lipid metabolism in 8-weeks-old specific pathogen-free(SPF)grade and germ-free(GF)golden hamsters.Methods Twenty 8-weeks-old SPF grade and GF golden hamsters,with equal numbers of males and females,were utilized in this study.Serum cytokines associated with routine blood parameters,blood biochemistry,and lipid metabolism were quantified using automated hematology and biochemical analyzers,and enzyme-linked immunosorbent assay kits.The cecum,small intestine,lung,spleen,forestomach,and glandular stomach were examined by histopathology.Results We compared the result between SPF grade and GF golden hamsters at 8 weeks of age.Regarding hematological parameters,females showed significant differences(P＜0.05)in white blood cell count,hemoglobin concentration,mean corpuscular hemoglobin(MCH),and mean platelet volume between the two groups,and highly significant differences(P＜0.001)in MCH concentration(MCHC),platelet distribution width(PDW),and lymphocyte count(LYM).Males showed significant differences(P＜0.05)in mean corpuscular volume,MCH,LYM,neutrophil count,basophil count,and basophil percentage,and highly significant differences(P＜0.001)in MCHC,PDW,lymphocyte percentage,and neutrophil percentage.In terms of biochemical parameters,females showed significant differences(P＜0.05)in low-density lipoprotein cholesterol(LDL-C),high-density lipoprotein cholesterol,fasting insulin(FINS),and glycosylated serum protein(GSP),and highly significant differences(P＜0.001)in triglycerides(TG).Males showed significant differences(P＜0.05)in GSP levels and highly significant differences(P＜0.001)in total cholesterol,TG,LDL-C,FINS,and C-peptide levels.For serum cytokines related to lipid metabolism,females showed significant differences(P＜0.05)in interleukin(IL)-10,adiponectin(ADP),and IL-6 levels,and highly significant differences(P＜0.001)in high-sensitivity C-reactive protein(hs-CRP).Males showed significant differences(P＜0.05)in hs-CRP levels and highly significant differences(P＜0.001)in ADP and tumor necrosis factor-alpha levels.Hematoxylin/eosin staining showed that the cecal muscle layer was thinner and the number of crypts attached to the mucous membrane was reduced in GF compared with SPF grade golden hamsters.In addition,the ileocele was enlarged and the number of goblet cells was increased,the alveolar septum was widened,immune cells in the white pulp of the spleen were increased,and the blood content in the blood sinuses was increased.There was also thinning of the anterior gastric mucosa and the basophilic strength of the glandular gastric tube gland was weakened.Conclusions This study established the differences in routine blood parameters,blood biochemistry indicators,histopathological features,and cytokines associated with lipid metabolism between 8-weeks-old SPF grade and GF golden hamsters,to establish preliminary reference ranges.

Objective To analyze the MRI imaging characteristics of brain metastases in non-small cell lung cancer(NSCLC)with different epidermal growth factor receptor(EGFR)mutation types and programmed cell death-ligand 1(PD-L1)expression,and to provide imaging diagnostic support for patients who can't undergo genetic and immunohistochemical testing.Methods A retrospec-tive selection was performed in 88 patients diagnosed with brain metastases of NSCLC,all patients were divided into EGFR mutation group and wild group according to the results of genetic testing,and patients with EGFR mutation group were divided into EGFR mutation with PD-L1 expression positive group and EGFR mutation with PD-L1 expression negative group according to whether the expression of PD-L1 was≥1％.The clinical data and MR image characteristics of brain metastases were compared in EGFR mutation group and wild group,as well as in EGFR mutation with PD-L1 expression positive group and EGFR mutation with PD-L1 expres-sion negative group.Results There were statistically significant differences in smoking history and intracranial symptoms between EGFR mutation group and wild group(P＜0.05).The edema diameter,edema index and enhancement ratio of EGFR mutation group and wild group were(0.67±1.10)cm,0.39±0.54,0.32±0.17 and(1.57±2.04)cm,1.05±1.21,0.53±0.27,respectively,and the differences were statistically significant(P＜0.05).There were 43 cases and 23 cases in EGFR mutation group and wild group with ≥2 metastases,respectively,and the difference was statistically significant(P＜0.05).Compared with＞60 years old,there were 15 patients(75％)of EGFR mutation with PD-L1 expres-sion positive in≤60 years old(P＜0.05).Conclusion Compared with EGFR wild patients,patients with EGFR mutation have more brain metastases(≥2),milder enhancement,less peritumoral edema,and fewer intracranial symptoms at initial diagnosis,and patients with EGFR mutation aged≤60 years are more likely to have PD-L1 expression positive.

Objective To analyze the MRI imaging characteristics of brain metastases in non-small cell lung cancer(NSCLC)with different epidermal growth factor receptor(EGFR)mutation types and programmed cell death-ligand 1(PD-L1)expression,and to provide imaging diagnostic support for patients who can't undergo genetic and immunohistochemical testing.Methods A retrospec-tive selection was performed in 88 patients diagnosed with brain metastases of NSCLC,all patients were divided into EGFR mutation group and wild group according to the results of genetic testing,and patients with EGFR mutation group were divided into EGFR mutation with PD-L1 expression positive group and EGFR mutation with PD-L1 expression negative group according to whether the expression of PD-L1 was≥1％.The clinical data and MR image characteristics of brain metastases were compared in EGFR mutation group and wild group,as well as in EGFR mutation with PD-L1 expression positive group and EGFR mutation with PD-L1 expres-sion negative group.Results There were statistically significant differences in smoking history and intracranial symptoms between EGFR mutation group and wild group(P＜0.05).The edema diameter,edema index and enhancement ratio of EGFR mutation group and wild group were(0.67±1.10)cm,0.39±0.54,0.32±0.17 and(1.57±2.04)cm,1.05±1.21,0.53±0.27,respectively,and the differences were statistically significant(P＜0.05).There were 43 cases and 23 cases in EGFR mutation group and wild group with ≥2 metastases,respectively,and the difference was statistically significant(P＜0.05).Compared with＞60 years old,there were 15 patients(75％)of EGFR mutation with PD-L1 expres-sion positive in≤60 years old(P＜0.05).Conclusion Compared with EGFR wild patients,patients with EGFR mutation have more brain metastases(≥2),milder enhancement,less peritumoral edema,and fewer intracranial symptoms at initial diagnosis,and patients with EGFR mutation aged≤60 years are more likely to have PD-L1 expression positive.

Objective To compare the hematological parameters,biochemical profiles,histopathological characteristics,and cytokines associated with lipid metabolism in 8-weeks-old specific pathogen-free(SPF)grade and germ-free(GF)golden hamsters.Methods Twenty 8-weeks-old SPF grade and GF golden hamsters,with equal numbers of males and females,were utilized in this study.Serum cytokines associated with routine blood parameters,blood biochemistry,and lipid metabolism were quantified using automated hematology and biochemical analyzers,and enzyme-linked immunosorbent assay kits.The cecum,small intestine,lung,spleen,forestomach,and glandular stomach were examined by histopathology.Results We compared the result between SPF grade and GF golden hamsters at 8 weeks of age.Regarding hematological parameters,females showed significant differences(P＜0.05)in white blood cell count,hemoglobin concentration,mean corpuscular hemoglobin(MCH),and mean platelet volume between the two groups,and highly significant differences(P＜0.001)in MCH concentration(MCHC),platelet distribution width(PDW),and lymphocyte count(LYM).Males showed significant differences(P＜0.05)in mean corpuscular volume,MCH,LYM,neutrophil count,basophil count,and basophil percentage,and highly significant differences(P＜0.001)in MCHC,PDW,lymphocyte percentage,and neutrophil percentage.In terms of biochemical parameters,females showed significant differences(P＜0.05)in low-density lipoprotein cholesterol(LDL-C),high-density lipoprotein cholesterol,fasting insulin(FINS),and glycosylated serum protein(GSP),and highly significant differences(P＜0.001)in triglycerides(TG).Males showed significant differences(P＜0.05)in GSP levels and highly significant differences(P＜0.001)in total cholesterol,TG,LDL-C,FINS,and C-peptide levels.For serum cytokines related to lipid metabolism,females showed significant differences(P＜0.05)in interleukin(IL)-10,adiponectin(ADP),and IL-6 levels,and highly significant differences(P＜0.001)in high-sensitivity C-reactive protein(hs-CRP).Males showed significant differences(P＜0.05)in hs-CRP levels and highly significant differences(P＜0.001)in ADP and tumor necrosis factor-alpha levels.Hematoxylin/eosin staining showed that the cecal muscle layer was thinner and the number of crypts attached to the mucous membrane was reduced in GF compared with SPF grade golden hamsters.In addition,the ileocele was enlarged and the number of goblet cells was increased,the alveolar septum was widened,immune cells in the white pulp of the spleen were increased,and the blood content in the blood sinuses was increased.There was also thinning of the anterior gastric mucosa and the basophilic strength of the glandular gastric tube gland was weakened.Conclusions This study established the differences in routine blood parameters,blood biochemistry indicators,histopathological features,and cytokines associated with lipid metabolism between 8-weeks-old SPF grade and GF golden hamsters,to establish preliminary reference ranges.

Objective:To construct analytical dimensions for policy texts related to the pilot work of Health Impact Assessment (HIA) system in Zhejiang Province and conduct quantitative analysis, thereby providing references for improving the pilot work.Methods:Policy texts issued by Zhejiang Province between February 11, 2018, and February 29, 2024, which involved HIA content, were selected. The policy instruments theory was employed to construct an analytical framework around the dimensions of policy instruments, policy objectives, policy actors, and the interactions between policy instruments and policy objectives, and between policy instruments and policy actors. Based on this framework, a combination of literature analysis and content analysis was used to conduct a multi-dimensional quantitative analysis of the policy texts related to the pilot work of HIA system in Zhejiang Province.Results:Fifty core policy texts were included and 1 588 codes were obtained. In terms of policy instruments, environmental-type instruments were the most widely used (852 items), with internal responsibilities and methodological measures being the most frequently used; supply-type instruments were the second most used (459 items), with mechanism improvement being the most frequently used; demand-type instruments were the least used (277 items), with multi-stakeholder participation being the most frequently used. In terms of policy objectives, the objective of system construction dominated (701 articles, accounting for 56.45%), while the proportion of policy coverage, evaluation technology, and effectiveness evaluation was relatively low. In terms of policy subjects, the Party committee and government were the main policy subjects (434 articles, accounting for 39.20%), followed by health departments and public policy-making departments, while the proportion of public health institutions and social forces was extremely low. In the interaction between policy instruments and policy objectives, policy coverage, system construction, and effectiveness evaluation objectives all responded most frequently to environmental-type instruments, while the evaluation technology objectives responded more frequently to supply-type instruments. In the interaction between policy instruments and policy subjects, the Party committee and government played a dominant role in the use of policy instruments, with the health department and public policy-making department in the middle.Conclusions:The pilot work of the HIA system in Zhejiang Province presented a " environment-driven, system-construction-priority, Party-committee-and-government-led" policy characteristic. The main challenges were the imbalanced structure of policy instruments, insufficient synergy among policy objectives, and the need for greater participation of multiple stakeholders.

Objective A sterile golden hamster model was established by cesarean section purification.Methods SPF-grade donor female golden hamsters were selected,and males and females were mated 1∶1 and separated after mating.The cage time of the surrogate mothers was 1 week earlier than that of the donor mothers.Parturient golden hamsters underwent hysterectomy on a sterilized workbench,and the uteruses were transferred into isolation kits and stripped.To obtain sterile milk for milk replacement,sterile ICR mice and sterile SD rats were used.After successful separation,the hamsters were transferred to isolation kits to prepare for feeding.The sterility status of the feeding isolation kits was tested monthly.Results Three caesarean sections were performed,but the first and second lactations failed.The third milk replacement was successful,and 18 young hamsters were obtained with survival rates of 88%and 66%after weaning.All hamsters were quality tested by GB/T 14926.41-2001.Conclusions Using a cesarean section purification technique and sterile ICR mice and SD rats for microbial-free milk replacement,a sterile golden hamster model was obtained.

Objective:To analyze and verify the expression of ISL1 gene in myocardial infarction, and explore its mechanism of action in myocardial infarction.Methods:By analyzing the chip expression profile data in the GEO database, the expression characteristics of the ISL1 gene in myocardial infarction, as well as the highly co expressed related genes and enriched pathway functions of the ISL1 gene, were identified. Patients with myocardial infarction and their healthy controls were included, and the expression of genes such as ISL1 and GRIN2D was verified using real-time polymerase chain reaction (RT-PCR).Results:The expression level of ISL1 gene in myocardial infarction samples was higher than that in the control group samples. In the GSE59867 and GSE29111 datasets, there are a total of 152, 231, and 329 intersections of the top 2000, top 2500, and top 3000 related genes, respectively. The functional annotation of co-expressed genes revealed that intersection genes were closely related to organ development, matrix protein formation, epithelial cell differentiation, and the activity of related signaling pathways during embryonic development. Finally, in the construction of the ISL1 related ceRNA regulatory network, 12 genes were located in the ISL1 top 2000 related mating set, and together with miRNAs, they participated in the formation of 21 pairs of miRNA-mRNA. And through multiple queues, the key regulatory gene was identified as GRIN2D, which competitively bound to multiple miRNAs with ISL1 and its expression was highly negatively correlated with ISL1 in two independent datassets ( r=-0.52, -0.41). The RT-PCR results showed that the expression levels of miR-128-3p, miR 27a-3p, and miR-27b-3p in the acute myocardial infarction group were lower than those in the control group, while the expression levels of ISL1 and GRIN2D were higher than those in the control group (all P<0.01). Conclusions:ISL1 may play a protective role in myocardial infarction by participating in the formation of matrix proteins, differentiation of epithelial cells, and activity of related signaling pathways.