Traditional Chinese medicine(TCM) decoction pieces are a core carrier for the inheritance and innovation of TCM, and their quality and safety are critical to public health and the sustainable development of the industry. Conventional quality control models, while having established a well-developed system through long-term practice, still face challenges such as relatively long inspection cycles, insufficient objectivity in characterizing complex traits, and urgent needs for improving the efficiency of integrating multidimensional quality information when confronted with the dual demands of large-scale production and precision quality control. With the rapid development of artificial intelligence, machine learning can deeply analyze multidimensional data of the morphology, spectroscopy, and chemical fingerprints of decoction pieces by constructing high-dimensional feature space analysis models, significantly improving the standardization level and decision-making efficiency of quality evaluation. This article reviews the research progress in the application of machine learning in the processing, production, and rapid quality evaluation of TCM decoction pieces. It further analyzes current challenges in technological implementation and proposes potential solutions, offering theoretical and technical references to advance the digital and intelligent transformation of the industry.
Machine Learning ; Drugs, Chinese Herbal/standards* ; Quality Control ; Medicine, Chinese Traditional/standards* ; Humans

Humans ; Gallbladder Neoplasms/pathology* ; Liver Neoplasms/pathology* ; Immunotherapy

Objectives: Hand, foot and mouth disease (HFMD) is a widespread infectious disease that causes a significant disease burden on society. To achieve early intervention and to prevent outbreaks of disease, we propose a novel warning model that can accurately predict the incidence of HFMD. Methods: We propose a spatial-temporal graph convolutional network (STGCN) that combines spatial factors for surrounding cities with historical incidence over a certain time period to predict the future occurrence of HFMD in Guangdong and Shandong between 2011 and 2019. The 2011-2018 data served as the training and verification set, while data from 2019 served as the prediction set. Six important parameters were selected and verified in this model and the deviation was displayed by the root mean square error and the mean absolute error. Results: As the first application using a STGCN for disease forecasting, we succeeded in accurately predicting the incidence of HFMD over a 12-week period at the prefecture level, especially for cities of significant concern. Conclusions This model provides a novel approach for infectious disease prediction and may help health administrative departments implement effective control measures up to 3 months in advance, which may significantly reduce the morbidity associated with HFMD in the future.
China/epidemiology* ; Cities/epidemiology* ; Data Visualization ; Disease Outbreaks/statistics & numerical data* ; Forecasting/methods* ; Hand, Foot and Mouth Disease/prevention & control* ; Humans ; Incidence ; Neural Networks, Computer ; Reproducibility of Results ; Spatio-Temporal Analysis ; Time Factors

Objective:To summarize the patient profiles and therapeutic efficacies of ABO-incompatible living-related kidney transplantations at 19 domestic transplant centers and provide rationales for clinical application of ABOi-KT.Methods:Clinical cases of ABO-incompatible/compatible kidney transplantation (ABOi-KT/ABOc-KT) from December 2006 to December 2009 were collected. Then, statistical analyses were conducted from the aspects of tissue matching, perioperative managements, complications and survival rates of renal allograft or recipients.Results:Clinical data of 342 ABOi-KT and 779 ABOc-KT indicated that (1) no inter-group differences existed in age, body mass index (BMI), donor-recipient relationship or waiting time of pre-operative dialysis; (2) ABO blood type: blood type O recipients had the longest waiting list and transplantations from blood type A to blood type O accounted for the largest proportion; (3) HLA matching: no statistical significance existed in mismatch rate or positive rate of PRA I/II between two types of surgery; (4) CD20 should be properly used on the basis of different phrases; (5) hemorrhage was a common complication during an early postoperative period and microthrombosis appeared later; (6) no difference existed in postoperative incidence of complications or survival rate of renal allograft and recipients at 1/3/5/10 years between ABOi-KT and ABOc-KT. The acute rejection rate and serum creatinine levels of ABOi-KT recipients were comparable to those of ABOc-KT recipients within 1 year.Conclusions:ABOi-KT is both safe and effective so that it may be applied at all transplant centers as needed.

Background:Despite the growing epidemic of heart failure (HF),there is limited data available to systematically compare non-cardiac comorbidities in the young-old,old-old,and oldest-old patients hospitalized for HF.The precise differences will add valuable information for better management of HF in elderly patients.Methods:A total of 1053 patients aged 65 years or older hospitalized with HF were included in this study.Patients were compared among three age groups:(1) young-old:65 to 74 years,(2) old-old:75 to 84 years,and (3) oldest-old:≥85 years.Clinical details of presentation,comorbidities,and prescribed medications were recorded.Results:The mean age was 76.7 years and 12.7％ were 85 years or older.Most elderly patients with HF (97.5％) had at least one of the non-cardiac comorbidities.The patterns of common non-cardiac comorbidities were different between the young-old and oldestold group.The three most common non-cardiac comorbidities were anemia (53.6％),hyperlipidemia (45.9％),and diabetes (42.4％) in the young-old group,while anemia (73.1％),infection (58.2％),and chronic kidney disease (44.0％) in the oldest-old group.Polypharmacy was observed in 93.0％ elderly patients with HF.Additionally,29.2％ patients were diagnosed with infection,and 67.0％ patients were prescribed antibiotics.However,60.4％ patients were diagnosed with anemia with only 8.9％ of them receiving iron repletion.Conclusions:Non-cardiac comorbidities are nearly universal in three groups but obviously differ by age,and inappropriate medications are very common in elderly patients with HF.Further treatment strategies should be focused on providing optimal medications for age-specific non-cardiac conditions.

Objective To evaluate the effect for stroke(cerebral infarction)at acute stage intervened by traditional Chinese medicine(TCM) clinical pathway. Methods A retrospective analysis was carried out in the patients before and after intervention by TCM clinical pathway during the year of 2013-2016. The outcomes included the entrance rate,completion percentage,aberration rate,severity,hospitalization time,and hospitalization fee as well as functional prognosis 30 d after discharge. Results A total of 792 cases was included,241 cases admitted in the year of 2013, 191 in the year of 2014, 135 in the year of 2015, and 225 in the year of 2016. In the year of 2014-2016,the entrance rate,completion percentage,hospitalization time,hospitalization fee,critical case percentage,and gender constituent ratio were steadily(P > 0.05). Modified Rankin Scale(mRS)for short-term functional prognosis mRS 0 ~ 2 percentage and aberration rate in the year of 2016 were superior to those in the year of 2014 and 2015(P < 0.05). Functional improvement on discharge day 30 in the year of 2014-2016 was superior to that in the year of 2013(P < 0.05). The hospitalization time and hospitalization fee in the year of 2014-2016 were a liffle higher than those in the year of 2013(P < 0.05), showing no obvious increase. Conclusion The application of TCM clinical pathway can make the diagnosis and treatment procedure of stroke at acute stage standardized,enhance the therapeutic effect,achieve or even exceed the goal of manage scheme.

Background: Right upper lobectomy (RUL) for lung cancer with different dissecting orders involves the most vari-able anatomical structures, but no studies have analyzed its effects on postoperative recovery. This study compared the conventional surgical approach, VAB (dissecting pulmonary vessels first, followed by the bronchus), and the alter-native surgical approach, aBVA (dissecting the posterior ascending arterial branch first, followed by the bronchus and vessels) on improving surgical feasibility and postoperative recovery for lung cancer patients. Methods: According to the surgical approach, consecutive lung cancer patients undergoing RUL were grouped into aBVA and VAB cohorts. Their clinical, pathologic, and perioperative characteristics were collected to compare periop-erative outcomes. Results: Three hundred one patients were selected (109 in the aBVA cohort and 192 in the VAB cohort). The mean operation time was shorter in the aBVA cohort than in the VAB cohort (164 vs. 221 min, P < 0.001), and less blood loss occurred in the aBVA cohort (92 vs. 141 mL, P < 0.001). The rate of conversion to thoracotomy was lower in the aBVA cohort than in the VAB cohort (0% vs. 11.5%, P < 0.001). The mean duration of postoperative chest drainage was shorter in the aBVA cohort than in the VAB cohort (3.6 vs. 4.5 days, P = 0.001). The rates of postoperative complica-tions were comparable (P = 0.629). The median overall survival was not arrived in both cohorts (P > 0.05). The median disease-free survival was comparable for all patients in the two cohorts (not arrived vs. 41.97 months) and for patients with disease recurrences (13.25 vs. 9.44 months) (both P > 0.05). The recurrence models in two cohorts were also comparable for patients with local recurrences (6.4% vs. 7.8%), distant metastases (10.1% vs. 8.3%), and both (1.8% vs. 1.6%) (all P > 0.05). Conclusions: Dissecting the right upper bronchus before turning over the lobe repeatedly and dissecting veins via the aBVA approach during RUL would promote surgical feasibility and achieve comparable postoperative recovery for lung cancer patients.

BACKGROUNDAtopic dermatitis (AD) is an inflammatory skin disease characterized by chronic recurrent dermatitis with profound itching. Most patients have personal and/or family history of atopic diseases. Several criteria have been proposed for the diagnosis of AD. Although the clinical features of childhood AD have been widely studied, there has been less large-scale study on adult/adolescent AD. The aim of this study was to investigate the clinical features of adult/adolescent patients with chronic symmetrical eczema/AD and to propose Chinese diagnostic criteria for adult/adolescent AD.

METHODSA hospital-based study was performed. Forty-two dermatological centers participated in this study. Adult and adolescent patients (12 years and over) with chronic symmetrical eczema or AD were included in this study. Questionnaires were completed by both patients and investigators. The valid questionnaires were analyzed using EpiData 3.1 and SPSS 17.0 software.

RESULTSA total of 2662 valid questionnaires were collected (1369 male and 1293 female). Of all 2662 patients, 2062 (77.5%) patients had the disease after 12 years old, while only 600 (22.5%) patients had the disease before 12 years old, suggesting late-onset eczema/AD is common. Two thousand one hundred and thirty-nine (80.4%) patients had the disease for more than 6 months. One thousand one hundred and forty-four (43.0%) patients had a personal and/or family history of atopic diseases. One thousand five hundred and forty-eight (58.2%) patients had an elevated total serum IgE and/or eosinophilia and/or positive allergen-specific IgE. Based on these clinical and laboratory features, we proposed Chinese criteria for adult/adolescent AD. Of all 2662 patients, 60.3% were satisfied with our criteria, while only 48.2% satisfied with Hanifin Rajka criteria and 32.7% satisfied with Williams criteria, suggesting a good sensitivity of our criteria in adult/adolescent AD patients.

CONCLUSIONLate-onset of eczema or AD is common. The clinical manifestations of AD are heterogeneous. We have proposed Chinese diagnostic criteria for adolescent and adult AD, which are simple and sensitive for diagnosis of adult/adolescent AD.

Adolescent ; Adult ; Dermatitis, Atopic ; diagnosis ; immunology ; Eczema ; diagnosis ; Female ; Humans ; Immunoglobulin E ; blood ; Male ; Middle Aged ; Retrospective Studies ; Surveys and Questionnaires

Adjacent vertebral fractures are common in patients with osteoporotic vertebral compression fractures (OVCFs) after kyphoplasty. This finite element study was to examine whether short segment pedicle screw fixation (PSF) with kyphoplasty may decrease the fracture risk of the treated and adjacent non-treated vertebrae after kyphoplasty for OVCFs. By simulating cement augmentation with or without short segment pedicle screw fixation (PSF), two tridimensional, anatomically detailed finite element models of the T10-L2 functional spinal junction were developed. The insertion of pedicle screws into the intact vertebra apparently decreased the stress distribution of the treated vertebra in vertical compression and other load situations. The stress distribution in the bone structures of the intact vertebra adjacent to the intact-screwed vertebra was much less than that in the one adjacent to the treated vertebra. The insertion of pedicle screws into the intact vertebra greatly decreased the maximum displacement of the cortical bones and cancellous bones of the vertebrae. Our results indicated that short segment PSF with kyphoplasty may decrease the fracture risk of the treated and adjacent non-treated vertebrae in the management of OVCFs.
Computer Simulation ; Finite Element Analysis ; Fracture Fixation, Internal ; adverse effects ; instrumentation ; methods ; Humans ; Kyphoplasty ; adverse effects ; instrumentation ; methods ; Osteoporotic Fractures ; etiology ; prevention & control ; Pedicle Screws ; adverse effects ; Postoperative Complications ; prevention & control ; Spinal Fractures ; etiology ; prevention & control ; Spine ; diagnostic imaging ; surgery

Bats are considered as important animal reservoirs for many pathogenic viruses to humans. The viral metagenomic analysis was performed to study gut and lung tissues of 30 insectivorous bats collected in Yunnan Province and 26 reads were noted to group A rotavirus (RVA). Further RT-PCR screening on bat samples and in vitro viral isolation on cell cultures confirmed the presence of a novel RVA, named as RVA/Bat-tc/MYAS33/2013/G3P[10], in one of 30 Stoliczka's trident bats. The VP7 gene of this strain MYAS33 was closely related to that of an equine RVA strain from Argentina and the nucleotide sequence similarity was 93%, while its VP4 gene was a rare P[10] type and obtained the maximum sequence identity (94.8%) with that of a human strain from Thailand. The present study highlights the potential role of bats as reservoirs for RVAs.
Animals ; China ; Chiroptera ; virology ; Humans ; Molecular Sequence Data ; Phylogeny ; Rotavirus ; classification ; genetics ; isolation & purification ; ultrastructure ; Rotavirus Infections ; veterinary ; virology ; Viral Proteins ; genetics