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.Clinical analysis of surgical treatment and postoperative efficacy in piriform sinus fistula with acute inflammatory period of children.
Yufeng GUO ; Xingqiang GAO ; Zhengmin XU ; Haiyan DENG ; Xiaohui WU
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2025;39(2):158-162
Objective:To discuss the clinical efficacy of low-temperature radiofrequency ablation assisted by endoscopy combined with resection and drainage of cervical abscess for the treatment of congenital pyriform sinus fistula (CPSF) in the acute inflammatory period of children. Methods:Clinical data of 30 patients with CPSF in the acute inflammatory period who received low-temperature radiofrequency ablation assisted by endoscopy under laryngoscope, combined with resection and drainage of cervical abscess, from January 2018 to December 2023 were reviewed. After the operation, patients were followed up closely at different stages. All patients underwent color Doppler ultrasound and electronic laryngoscopy, and the results were analyzed. Results:All 30 children successfully completed the surgery without pharyngeal fistula, dysphagia, perifistula, or distal fistula infection, and the incision in the neck healed well. The follow-up survey ranged from 6 months to 2 years, and no recurrences were observed. Conclusion:Low-temperature radiofrequency ablation assisted by endoscopy combined with resection and drainage of cervical abscess is a promising method for treating CPSF in the acute inflammatory period. It is less traumatic, simple, safe, has a significant curative effect, and a low recurrence rate. This approach can be used as a supplementary operation for CPSF in children and provides a new way for clinical treatment.
Humans
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Pyriform Sinus/abnormalities*
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Abscess/surgery*
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Drainage
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Fistula/congenital*
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Female
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Male
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Child
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Radiofrequency Ablation
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Treatment Outcome
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Postoperative Period
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Endoscopy
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Laryngoscopy
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Inflammation
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Child, Preschool
3.Expert consensus on peri-implant keratinized mucosa augmentation at second-stage surgery.
Shiwen ZHANG ; Rui SHENG ; Zhen FAN ; Fang WANG ; Ping DI ; Junyu SHI ; Duohong ZOU ; Dehua LI ; Yufeng ZHANG ; Zhuofan CHEN ; Guoli YANG ; Wei GENG ; Lin WANG ; Jian ZHANG ; Yuanding HUANG ; Baohong ZHAO ; Chunbo TANG ; Dong WU ; Shulan XU ; Cheng YANG ; Yongbin MOU ; Jiacai HE ; Xingmei YANG ; Zhen TAN ; Xiaoxiao CAI ; Jiang CHEN ; Hongchang LAI ; Zuolin WANG ; Quan YUAN
International Journal of Oral Science 2025;17(1):51-51
Peri-implant keratinized mucosa (PIKM) augmentation refers to surgical procedures aimed at increasing the width of PIKM. Consensus reports emphasize the necessity of maintaining a minimum width of PIKM to ensure long-term peri-implant health. Currently, several surgical techniques have been validated for their effectiveness in increasing PIKM. However, the selection and application of PIKM augmentation methods may present challenges for dental practitioners due to heterogeneity in surgical techniques, variations in clinical scenarios, and anatomical differences. Therefore, clear guidelines and considerations for PIKM augmentation are needed. This expert consensus focuses on the commonly employed surgical techniques for PIKM augmentation and the factors influencing their selection at second-stage surgery. It aims to establish a standardized framework for assessing, planning, and executing PIKM augmentation procedures, with the goal of offering evidence-based guidance to enhance the predictability and success of PIKM augmentation.
Humans
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Consensus
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Dental Implants
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Mouth Mucosa/surgery*
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Keratins
4.The evaluation value of serum PTX3 and CK-MB levels on volume load in patients with chronic decompensated heart failure
Mingshan CAO ; Chundi WANG ; Xiaoqian HU ; Linghui MENG ; Yufeng WU ; Huan LIU ; Hua YANG
Journal of Chinese Physician 2024;26(1):87-92
Objective:To explore the evaluation value of serum levels of positive pentameric protein 3 (PTX3) and creatine kinase isoenzyme MB (CK-MB) on volume load in patients with chronic decompensated heart failure (CDHF).Methods:A total of 300 CDHF patients who visited the Xingtai Central Hospital from July 2019 to July 2022 were selected and divided into a capacity overload group ( n=182) and a non capacity overload group ( n=118) based on their capacity balance level. Two clinical data sets were compared and analyzed. The receiver operating characteristic (ROC) curve was used to analyze the evaluation value of serum PTX3 and CK-MB levels on the volume load of CDHF patients. The clinical disease characteristics of the two groups of patients were analyzed using univariate analysis, and the influencing factors of volume load of CDHF patients were analyzed using logistic regression. A column chart model was constructed and validated. Results:The body mass index (BMI), waist circumference, systolic blood pressure, diastolic blood pressure, fasting blood glucose (FBG), glycosylated hemoglobin (HbA 1c), C-reactive protein (CRP), uric acid (UA), homeostasis model assessment of insulin resistance (HOMA-IR) of patients in the capacity overload group were higher than those in the non-capacity overload group, and the differences were statistically significant (all P<0.05). The PTX3, CK-MB, pulmonary capillary wedge pressure (PCWP), and CVP levels of patients in the capacity overload group were higher than those in the non-capacity overload group, while albumin, hemoglobin, and hematocrit were lower than those in the non-capacity overload group, and the differences were statistically significant (all P<0.05). The ROC curve showed that the area under the curve (AUC) of PTX3 and CK-MB for predicting capacity overload in CDHF patients are 0.795 and 0.718, with sensitivity of 86.2% and 83.7%, specificity of 65.4% and 68.6%, respectively, indicating high predictive accuracy; The AUC of the two joint predictions is 0.817, the sensitivity was 92.5%, and the specificity was 70.6%. The prediction accuracy was higher than PTX3 ( Z=3.812, P<0.05) and CK-MB ( Z=3.365, P<0.05). PTX3, CK-MB, albumin, hemoglobin, hematocrit, PCWP, and central venous pressure (CVP) were all influencing factors of volume load status in CDHF patients (all P<0.05). The column chart risk prediction model established based on these factors had high accuracy and strong applicability in clinical treatment. Conclusions:Serum PTX3 and CK-MB levels are influencing factors for volume overload in CDHF patients. A column chart model constructed in combination with indicators such as albumin, hemoglobin, hematocrit, PCWP, and CVP has high predictive value for the volume overload status of CDHF.
5.Comparison of modified double-reverse traction and traditional open reduction in the treatment of tibial plateau fractures
Huankun LI ; Yanhong LI ; Dongjie HUANG ; Baijun HU ; Dawei GAO ; Yufeng WU ; Jianbang TANG ; Hongjun CHEN ; Lili SANG
Chinese Journal of Orthopaedic Trauma 2024;26(2):118-124
Objective:To compare the curative effects between modified double-reverse traction technique and traditional open reduction in the treatment of tibial plateau fractures.Methods:A retrospective study was conducted to analyze the data of 70 patients with Schatzker type Ⅳ-Ⅴ tibial plateau fracture who had undergone surgical treatment at The Third Department of Orthopaedics, Zhongshan Hospital of Traditional Chinese Medicine Affiliated to Guangzhou University of Traditional Chinese Medicine from January 2017 to December 2022. The patients were divided into an observation group treated with modified double-reverse traction and a control group treated with traditional open reduction. In the observation group of 37 cases, there were 20 males and 17 females with an age of (44.6±13.5) years, and 9 cases of type Ⅳ and 28 cases of type V by the Schatzker classification; in the control group of 33 cases, there were 18 males and 15 females with an age of (45.9±13.7) years, and 10 cases of type Ⅳ and 23 cases of type Ⅴ by the Schatzker classification. The 2 groups were compared in terms of operation time, length of main incision, intraoperative blood loss, Rasmussen imaging score before discharge, and knee function score of American Hospital for Special Surgery (HSS), Visual Analogue Scale (VAS), fracture healing and complications at 6 months postoperatively.Results:There was no significant difference in the preoperative general data between the 2 groups, showing group comparability ( P>0.05). All patients were followed up for (14.3±1.4) months. The observation group was significantly better than the control group in operation time [(113.9±11.4) min versus (151.82±10.37) min], length of main incision [4 (4, 5) cm versus 6 (6, 7) cm], intraoperative blood loss [30 (20, 35) mL versus 55 (50, 65) mL], VAS [0 (0, 0) point versus 0 (0, 1) points] and HSS score [(89.8±3.1) points versus (86.0±3.5) points] ( P<0.05). There were no significant differences between the 2 groups in Rasmussen imaging score before discharge, or fracture healing rate or complication rate at 6 months postoperatively ( P>0.05). Conclusion:In the treatment of Schatzker type Ⅳ-Ⅴ tibial plateau fractures, modified double-reverse traction technique is worthy of clinical application and promotion, because it is advantageous over traditional open reduction in terms of shorter operation time, smaller surgical incision, less intraoperative blood loss, less postoperative pain and better knee function.
6.Effect of the impaction of posterior wall on the prognosis following open reduction and internal fixation for fractures of acetabular posterior wall
Yufeng GE ; Feng GAO ; Chao TU ; Gang LIU ; Minghui YANG ; Xu SUN ; Zhelun TAN ; Yimin CHEN ; Weidong PENG ; Xinbao WU
Chinese Journal of Orthopaedic Trauma 2024;26(3):188-193
Objective:To evaluate the effect of the impaction of posterior wall on the prognosis following open reduction and internal fixation for fractures of acetabular posterior wall.Methods:A retrospective study was conducted to analyze the data from the 83 patients with fracture of acetabular posterior wall who had been consecutively treated by open reduction and internal fixation at Department of Orthopaedics and Traumatology, Beijing Jishuitan Hospital from January 2017 to December 2020. The patients were divided into 2 groups based on involvement of posterior wall impaction. In the impaction group of 33 cases, there were 26 males and 7 females with an age of (47.4±11.6) years; in the non-impaction group of 50 cases, there were 43 males and 7 females with an age of (41.3±12.0) years. The quality of postoperative fracture reduction, the function of the affected hip at the last follow-up, and the complication rate during follow-up were compared between the 2 groups. Multifactorial binary logistic regression and age subgroups were used to analyze the effects of posterior wall impaction on functional outcomes.Results:The age, rate of associated injuries in other body parts, and rate of posterior wall comminution in the impaction group were significantly higher than those in the non-impaction group ( P<0.05), but there was no statistically significant difference in other general data of patients between the 2 groups ( P>0.05). All patients were followed up for (44.5±13.3) months after surgery. The rate of anatomical reduction in the non-impaction group (96.0%, 48/50) was significantly higher than that in the impaction group (57.6%, 19/33) ( P<0.05), and the good and excellent rate by the modified Merle d'Aubigné & Postel scale at the last follow-up in the non-impaction group (84.0%, 42/50) was significantly higher than that in the impaction group (51.5%, 17/33) ( P<0.05). There was no significant difference in the incidence of complications between the 2 groups ( P>0.05). After adjusting for age and gender, the difference in hip function was still significantly different between the 2 groups ( OR=0.23, 95% CI: 0.06 to 0.79, P=0.020). The effect of posterior wall impaction on functional outcomes was statistically significant in patients aged ≥50 years ( P=0.008), whereas the difference was not statistically significant in patients aged <50 years ( P=0.194). Conclusions:Compared with non-impaction ones, acetabular fractures of posterior wall impaction tend to lead to poorer quality of reduction, which in turn affects the postoperative recovery of hip joint function. The impact of impaction fractures on functional recovery is more significant in patients aged 50 years and above.
7.Clinical study of perceptual eye position and fixation stability in adolescents with low myopia
Yao WANG ; Bolin DENG ; Ying MU ; Xuan LI ; Chenzhu ZHAO ; Ying FANG ; Yufeng HE ; Shasha PANG ; Li ZHANG ; Zhengzheng WU
International Eye Science 2024;24(9):1491-1495
AIM:To test and compare the perceptual eye position and fixation stability of adolescents with emmetropia and adolescents with low myopia, investigating the characteristics of the perceptual eye position and fixation stability of adolescents with low myopia.METHODS: Cross-sectional study. A total of 132 adolescents(264 eyes)who visited in the ophthalmology clinic of our hospital from April to December 2023 were randomly selected as the research subjects. Participants were categorized into normal control group(n=45, 90 eyes), simple low myopia group(n=45, 90 eyes)and low myopia with anisometropia group(n=42, 84 eyes)according to their refractive status and were underwent assessments for perceptual eye position and fixation stability.RESULTS: Compared with the normal control group, the static and dynamic horizontal perceptual eye position deviation of the simple low myopia group and the low myopia with anisometropia group were significantly increased(P<0.05). Compared with the simple low myopia group, the static and dynamic horizontal perceptual eye position deviation of the low myopia with anisometropia group were significantly increased(P<0.05). There was no significant difference in static and dynamic vertical perceptual eye position deviation among the three groups(P>0.05); compared with the normal control group, the horizontal and vertical fixation stability of the simple low myopia group and the low myopia with anisometropia group were significantly worse(all P<0.01), but there was no differences in the simple low myopia group and the low myopia with anisometropia group(P >0.05).CONCLUSION: Abnormalities are observed in perceptual eye position and fixation stability function in adolescents with low myopia compared with those adolescents with emmetropia, even at best corrected visual acuity. The occurrence of anisometropia could lead to an increased degree of horizontal perceptual eye position displacement.
8.Albumin/globulin ratio in diagnosis of periprosthetic joint infection:a system evaluation and meta-analysis
Qidi GENG ; Yongdong JIANG ; Yufeng WU
Chinese Journal of Tissue Engineering Research 2024;28(36):5892-5898
OBJECTIVE:As one of the serious complications after total hip arthroplasty or total knee arthroplasty,periprosthetic joint infection has always been the focus of joint surgeons.Albumin/globulin ratio is emerging as a promising biomarker for the diagnosis of periprosthetic joint infection.This study aimed to investigate the diagnostic value of albumin/globulin ratio in diagnosing periprosthetic joint infection. METHODS:A systematic search was conducted in PubMed,Embase,and Cochrane Library databases on July 29,2023.The literature was screened according to the inclusion and exclusion criteria,and the literature related to diagnostic trials of albumin/globulin ratio was included in this study.QUADAS-2 method was used to evaluate the quality of the included articles.Bivariate mixed-effect model was applied to combine the sensitivity,specificity,likelihood ratio,and diagnostic odds ratio of the included articles,and the receiver operating characteristic curve and area under the curve were integrated to specifically evaluate the accuracy of D-dimer in the diagnosis of periprosthetic joint infection.Subgroup analysis was used to explore the sources of heterogeneity. RESULTS:We included eight eligible diagnostic studies,all of which were of medium to high quality.The sensitivity and specificity of the combined diagnosis were 0.78(95%CI:0.66-0.86)and 0.83(95%CI:0.78-0.88),respectively.The combined positive and negative likelihood ratios were 4.63(95%CI:3.43-6.22)and 0.27(95%CI:0.17-0.42),respectively.The combined diagnostic scores and diagnostic odds ratio were 2.85(95%CI:2.23-3.48)and 17.35(95%CI:9.29-32.45),respectively.The area under the summary receiver operating characteristic curve was 0.88(95%CI:0.85-0.90). CONCLUSION:The albumin/globulin ratio is of guiding significance in the diagnosis of periprosthetic joint infection.However,it is not universal in clinical practice,so it should be combined with specific clinical practice.In addition,there are relatively few studies on the threshold of albumin/globulin ratio,different sampling types,different laboratory detection methods,and different races,so more prospective clinical trials with large samples,multi-centers,and scientific design should be carried out for verification in the future.
9.Abibliometric analysis of the current state of research on project management practices in hospital management
Dechao CHEN ; Yufeng SHI ; Lu YE ; Zhiming YANG ; Liming HE ; Lisha WU ; Guiyang ZHOU
Modern Hospital 2024;24(1):117-119,122
Objective To explore the research dynamics and hotspots of project management in the field of hospital man-agement,and analyze the contents that still need to be improved,so as to provide references for the subsequent research,and provide hospital managers with practical experience in hospital management.Methods Based on the PubMed database,we used the citexs data analysis platform to analyze the literature and big data from January 2012 to December 2022 on the application of project management in the field of hospital management.Results The effective literature was retrieved from 4236 articles,and the analysis found thatthe annualnumberofpublicationsinthisfield hasbeenincreasing,2021 sawthe highestannualnumberof 573 articles,and the fastest growth rate was 20.36% in 2017.The country with the most publications is the United States(1 546 articles,36.5% ),the research institution with the most publications is Monash University,Australia,the journal with the most publications is BMJ Open(124 articles),and the key words with the highest frequency of occurrence in the retrieved literature are quality improvement,primary care improvement,covid-19,telemedicine.Conclusion The research in this field has been rapidly developed and is in a fast rising phase.In almost every organization and industry,the share of project management or"projectization"is increasing,and project management has become an important part of hospital management research and prac-tice.In the context of building a modern hospital management system,the application of project management to hospital manage-ment is an effective means of improving the level of fine hospital management.
10.Correlation between CT imaging-derived hip muscle factors and recovery of independent mobility within 1 year after surgery in older adults with hip fractures
Yufeng GE ; Feng GAO ; Chao TU ; Ling WANG ; Gang LIU ; Wenshuang ZHANG ; Shiwen ZHU ; Minghui YANG ; Xinbao WU
Chinese Journal of Trauma 2024;40(6):531-538
Objective:To explore the correlation between hip muscle factors measured with CT imaging and recovery of independent mobility within 1 year after surgery in elderly patients with hip fractures.Methods:A prospective cohort study was conducted on the clinical data of 680 elderly patients with hip fractures admitted to Beijing Jishuitan Hospital of Capital Medical University from November 2018 to December 2019. The patients were assigned to dependent group and assistant group according to whether they regained pre-injury independent mobility within 1 year after surgery. Gender, age, body mass index, personal history, living habits, past diseases, Charlson comorbidity index, laboratory test indicators, fracture types, anesthesia types, surgical methods, rehabilitation training, time from injury to surgery, and hip muscle parameters in both groups were recorded. OsiriX software was employed in the measurement of the hip muscles to measure the muscle area and density of the gluteus maximus and gluteus medius/minimus on CT images, and the average values were calculated as hip muscle area and density. Then the variables of hip muscle area and density were converted seperately to gender-normalized Z-scores, and were divided into high-area group ( Z≥0) and low-area group ( Z<0), and high-density group ( Z≥0) and low-density group ( Z<0) respectively. Observable variables were primarily analyzed using univariate analysis between the independent group and assistant group. Those variables with statistically significant differences in the univariate analysis or would potentially affect mobility recovery according to previous researches although there were no statistical significance were included in a multivariate Logistic regression analysis. Three Logistic regression models were designed (Model 1 uncorrected, Model 2 corrected for gender, age and body mass index, Model 3 corrected for variables in Model 2 and other variables included after above-mentioned analysis) to analyze whether muscle parameters were risk factors for recovery of independent mobility. Additionally, generalized estimating equations were used for repeated measurement to analyze the correlation between hip muscle area and recovery of independent mobility after surgery. Results:Compared to the assistant group, the independent group were younger in age, with lower rate of living alone, being housebound, cognitive impairment, and Charlson comorbidity index, lower level of hemoglobin and albumin, higher rate of femoral neck fractures, lower rate of internal fixation, shorter time from injury to surgery, larger hip muscle area, and higher hip muscle density ( P<0.05 or 0.01). Multivariate Logistic regression analysis showed that, in the fully corrected Model 3, only hip muscle area remained significantly correlated with recovery of independent mobility ( P<0.05), while no significant difference was found between the high-density group and low-density group ( P>0.05). In the repeated measurement, patients in the high-area group were 1.84 times more likely to restore independent mobility than those in the low-area group ( OR=1.84, 95% CI 1.33, 2.53, P<0.01). Conclusions:Hip muscle area measured with CT imaging is closely correlated to the recovery of independent mobility within 1 year after surgery in elderly patients with hip fractures. Moreover, larger hip muscle area indicates a larger likelihood of recovery of independent mobility.

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