The machine learning is used increasingly and widely in acupuncture prescription optimization, intelligent treatment and precision medicine, and has obtained a certain achievement. But, there are still some problems remained to be solved such as the poor interpretability of the model, the inconsistency of data quality of acupuncture research, and the clinical application of constructed models. Researches in future should focus on the acquisition of high-quality clinical and experimental data sets, take various machine learning algorithms as the basis, and construct professional models to solve various problems, so as to drive the high-quality development of acupuncture research.
Acupuncture Therapy/trends* ; Machine Learning ; Humans ; Algorithms

Sha （痧） is an acute infectious disease characterised by the appearance of rashes on the skin， caused by exposure to epidemic toxin and pestilent qi. Sha Zhang Yu Heng （《痧胀玉衡》） discussed the treatment principles and methods， and listed collateral bloodletting as one of the main treatments. Through organizing the articles and proved cases， we found that the author believes Sha （痧） is caused by epidemic pathogen， belonging to heat toxin with rapid changes， so timely treatment for qi and blood simultaneously could achieve the effect of transforming qi into defensive qi. Sha Zhang Yu Heng focuses on patient's position during treatmet， the material of the needle， the site of treatment， the quantum of stimulation and the operation of the contraindications and other essentials. According to the depth of the disease location， use traditional Chinese herbal medicine， scraping together to identify the root of the disease. In addition， diet suggestions for the prevention of the recrudescence of disease are also described in detail.

Objective To investigate the clinicopathological factors associated with pathological complete response(pCR)of axillary metastatic lymph nodes in breast cancer patients after neoadjuvant chemotherapy(NAC),and to analyze the postoperative survival.Methods A total of 116 patients with breast cancer with axillary lymph node metastasis were collected from Jiaxing Hospital of TCM,Jiaxing Maternity and Child Health Care Hospital and The First Hospital of Jiaxing.Univariate analysis was used to analyze the relationship between clinicopathological factors and the pCR of axillary lymph node metastasis in breast cancer after NAC.Binary Logistic regression was used to analyze the independent predictors of the pCR of axillary lymph node metastasis in breast cancer after NAC.Kaplan-Meier survival curve was used to analyze the disease-free survival rate and overall survival rate of patients with and non-pCR of axillary metastatic lymph nodes.Results Among 116 patients,52 cases of axillary metastatic lymph nodes achieved pCR after NAC,accounting for 44.83%.Univariate analysis showed that age,vascular invasion,pCR of primary breast tumor,the difference of Ki67 before and after NAC,NAC regimen,and the efficacy of NAC were statistically significant between breast cancer patients with pCR and those non-pCR(P<0.05).Binary Logistic regression analysis showed that age,vascular invasion and pCR of primary breast tumor were independent predictors of pCR of axillary metastatic lymph nodes(P<0.05).The 5-year disease-free survival rate(80.40%vs.54.60%)and overall survival rate(90.4%vs.70.10%)of patients with pCR and non-pCR of axillary metastatic lymph nodes were compared.Conclusion Some breast cancer patients with axillary lymph node metastasis can reach pCR in lymph nodes after NAC.Analyzing the correlation between clinical pathological factors and pCR of axillary metastatic lymph nodes after NAC,it was found that pCR of axillary metastatic lymph nodes after NAC is related to age≤50 years old,no vascular infiltration,and primary breast tumor pCR.At the same time,it was found that patients with axillary metastatic lymph node pCR had a better prognosis than those with non-pCR.

【Objective】 To investigate the main causes of accidental death of children under 5 years old and their epidemiological distribution in Guangdong Province from 2018 to 2022, it provides theoretical basis for formulating further preventive measures and intervention methods. 【Methods】 Children under 5 years of age who died in Guangdong Province from 2018 to 2022 were selected as the study subjects. The International Classification of Diseases and Related Health Problems, Tenth Revision (ICD-10) codes S00-T98 and V01-Y98 were used to classify cases of accidental death, and the related rate and composition ratio were calculated to analyze the causes of accidental death in children and their distribution. 【Results】 From 2018 to 2022, the total mortality rate in Guangdong Province was 2.94‰, with a total of 21 329 deaths. Among these deaths, 3 819 were accidental deaths (0.53‰), the sex ratio of males to females was 1.29∶1, and the sex distribution of accidental death among all age groups showed significant difference (χ²=16.38, P<0.01). The top 3 causes for accidental deaths were accidental suffocation (1 590/3 819), drowning (926/3 819) and traffic accident (527/3 819). The accidental death rate of boys at all ages was higher than that of girls, although the difference was not statistically significant (χ²=13.68, P=0.19). The cause of death varied significantly among different age groups (χ²=1 723.28, P<0.01), and the treatment before death was statistically significant (χ²=174.31, P<0.01). 【Conclusion】 Accidental suffocation and drowning are the main causes of death in children under 5 years old in Guangdong Province. Age-specific preventive measures should be implemented to enhance the identification and prevention of accidental injuries among children and their parents, thus reducing the accidental death rate in this age group.

Objective:To evaluate the characteristics, clinical management and clinical outcomes of type 2 intestinal failure (IF).Methods:A descriptive case-control study was carried out. The inclusion criteria were as follows: (1) the diagnosis of IF was performed according to the European Society for Parenteral and Enteral Nutrition (ESPEN) consensus statement. (2) using a requirement for parenteral nutrition (PN) of 28 days or more as surrogate marker. (3) a multidisciplinary team (MDT) included surgeons, nutritionist, pharmacist, stoma therapists, and critical care physicians. (4) complete laboratory data. Patients with type 1 and type 3 IF and those who do not cooperate with follow-up. All the data of 67 type II IF were collected from the database in Sir Run Run Shaw Hospital from Jan 2016 to Dec 2023. The pathophysiology, clinical management, and outcomes of type II IF were analyzed.Results:A total of 67 type II IF were included. The median age was 54 (15-83) with 43 males and 24 females. The body mass index was (17.5±3.8) kg/m 2, the incidence of malnutrition was 67.2% (45/67), the incidence of sarcopenia was 74.6% (50/67), the median number of previous surgeries was 2.0 (1-13), and the median duration time of PN was 2.1 (1-12) months. The underlying disease of type 2 IF included 36 Crohn`s disease, 2 ulcerative colitis, 3 radiation enteritis, 2 intestinal Behcet's disease, 4 mesenteric infarction, 1 aggressive fibromatosis, 5 abdominal cocoon syndrome, 5 gastrointestinal perforation, 1 hernia, 4 intestinal dysmotility, and 4 other reasons (gastrointestinal tumor, trauma, and non-Hodgkin's lymphoma). According to the pathophysiology of IF, there were 33 intestinal fistula, 12 intestinal dysmotility, 6 mechanical obstruction, 13 short bowel syndrome, and 3 extensive small bowel mucosal disease. After treatment with MDT, 67 patients with type 2 IF received nutritional support therapy for intestinal rehabilitation treatment, of which 36 patients recovered with oral diet or enteral nutrition, 31 patients underwent reconstructive surgery after intestinal rehabilitation treatment failure. The median duration time of reconstructive surgery was 2.7 (1-9) months. 24 patients recovered intestinal autonomy after surgery, with 7 deaths, including 6 deaths due to abdominal infections and 1 case of intestinal dysmotility with abiotrophy and liver failure. Conclusion:Standardized multidisciplinary treatment plays an important role in type II intestinal failure, and it promotes patients with intestinal failure regain enteral autonomy.

Objective To investigate the equivalent conversion of head injury criterion(HIC)under anterior-posterior(AP)and lateral-medial(LM)craniocerebral impact for mild craniocerebral injury in rats using motor evoked potential(MEP)and β-amyloid precursor protein(β-APP)immunohistochemistry(IHC).Methods Sixty healthy adult male SD rats were randomly divided into 0 m control group,0.5 m-AP and 0.5 m-LM injury groups,and 1 m-AP and 1 m-LM injury groups(12 rats in each group).The control group did not undergo any impact injury experiment.After the impact injury experiment,the injury and control groups were subjected to excessive anesthesia to produce β-APP immunohistochemical stained slices,and the percentage of positive area and integral optical density(IOD)in the brainstem pyramidal tract area of the slices were determined.The MEP groups were divided in the same manner as the IHC groups and the MEP amplitudes of the MEP and control groups were measured after the impact injury experiment.Results With an increase in the degree of injury,the decrease in MEP amplitude,percentage of positive areas,and IOD in the injury groups significantly increased.When the degree of injury was low,the sensitivity of IHC was higher than that of MEP.When the degree of injury was the same,the HIC in the LM direction was lower than that in the AP direction.When the HIC was the same,the degree of injury in the LM direction was greater than that in the AP direction.Conclusions The joint evaluation of MEP and β-APP can provide experimental references for the study of HIC equivalent conversion in AP-LM craniocerebral impact injury.

Astrocytes are heavily activated in Alzheimer's disease,engulfing damaged synapses,Aβ proteins,Tau proteins,apoptotic cells and other substrates.However,these substrates are difficult to degrade,accumulate as the disease progresses,and impair the phagocytosis of astrocytes.During phagocytosis,astrocytes recognize different substrates through a variety of phagocytosis receptors and partially degrade the substrates through degrad-ing enzymes and lysosomal pathways.The accumulation of Aβ and Tau proteins in astrocytes caused astrocyte im-mune and metabolic disorders,and Aβ toxicity changed after phagocytosis.In addition,astrocytes and microglia form a complementary pattern and cooperate to complete phagocytosis through interaction.Regulating the pathway of astrocyte phagocytosis and degradation is believed to be a potential novo therapeutic for clinical treatment of Alzheimer's disease.

Objective:To evaluate the characteristics, clinical management and clinical outcomes of type 2 intestinal failure (IF).Methods:A descriptive case-control study was carried out. The inclusion criteria were as follows: (1) the diagnosis of IF was performed according to the European Society for Parenteral and Enteral Nutrition (ESPEN) consensus statement. (2) using a requirement for parenteral nutrition (PN) of 28 days or more as surrogate marker. (3) a multidisciplinary team (MDT) included surgeons, nutritionist, pharmacist, stoma therapists, and critical care physicians. (4) complete laboratory data. Patients with type 1 and type 3 IF and those who do not cooperate with follow-up. All the data of 67 type II IF were collected from the database in Sir Run Run Shaw Hospital from Jan 2016 to Dec 2023. The pathophysiology, clinical management, and outcomes of type II IF were analyzed.Results:A total of 67 type II IF were included. The median age was 54 (15-83) with 43 males and 24 females. The body mass index was (17.5±3.8) kg/m 2, the incidence of malnutrition was 67.2% (45/67), the incidence of sarcopenia was 74.6% (50/67), the median number of previous surgeries was 2.0 (1-13), and the median duration time of PN was 2.1 (1-12) months. The underlying disease of type 2 IF included 36 Crohn`s disease, 2 ulcerative colitis, 3 radiation enteritis, 2 intestinal Behcet's disease, 4 mesenteric infarction, 1 aggressive fibromatosis, 5 abdominal cocoon syndrome, 5 gastrointestinal perforation, 1 hernia, 4 intestinal dysmotility, and 4 other reasons (gastrointestinal tumor, trauma, and non-Hodgkin's lymphoma). According to the pathophysiology of IF, there were 33 intestinal fistula, 12 intestinal dysmotility, 6 mechanical obstruction, 13 short bowel syndrome, and 3 extensive small bowel mucosal disease. After treatment with MDT, 67 patients with type 2 IF received nutritional support therapy for intestinal rehabilitation treatment, of which 36 patients recovered with oral diet or enteral nutrition, 31 patients underwent reconstructive surgery after intestinal rehabilitation treatment failure. The median duration time of reconstructive surgery was 2.7 (1-9) months. 24 patients recovered intestinal autonomy after surgery, with 7 deaths, including 6 deaths due to abdominal infections and 1 case of intestinal dysmotility with abiotrophy and liver failure. Conclusion:Standardized multidisciplinary treatment plays an important role in type II intestinal failure, and it promotes patients with intestinal failure regain enteral autonomy.

Objective:To explore the risk factors for urinary tract infection (UTI) after a spinal cord injury (SCI).Methods:The medical records of 403 SCI patients were analyzed retrospectively. They were divided into UTI group and no-UTI group according to whether they had a UTI at admission. Gender, age, cause of injury, injury level of the spinal cord, voluntary anal contraction, time from injury to admission, American Spinal Injury Association (ASIA) grade, axillary temperature at admission, complications at admission (diabetes, hypertension, fracture of the pelvis, pressure sores or anemia), white blood cell count and urinary bacteria were compared between the two groups. Binary logistic regression was used to highlight the risk factors for a UTI after an SCI.Results:Of the 354 patients included in the final analysis, 62 (17.51%) had a UTI at admission. The regression showed that UTI after an SCI was closely related to an inability to voluntarily contract the anus, anemia, elevated white blood cell count and a high level of bacteria in the urine.Conclusions:Inability to contract the anus, fever, anemia and an elevated white blood cell count are independent indicators of a UTI after an SCI. A temperature ≥37.3°C is a simple indicator of a concentration of bacteria in the urine ≥1266/μL.

Objective:To explore the effect of oral nutritional supplements (ONS) during labor on delivery outcomes in low-risk pregnant women and the risk factors of cesarean section.Methods:A retrospective analysis was conducted in a total of 206 full-term pregnant women with singleton and cephalic presentation at the delivery center in our hospital from March 15th to May 15th, 2022. Standard diet education was given to all those women by midwives. Pregnant women who received the enteral nutrient solution prepared by the Department of Clinical Nutrition during labor were in the ONS group ( n = 110), while those who did not were in the control group ( n = 96). The baseline characteristics and delivery outcomes were compared between the two groups, and the risk factors of cesarean section were also analyzed. Results:There were no significant differences in terms of maternal age, height, baseline weight, baseline body mass index (BMI), weight gain during pregnancy, prenatal BMI, gestational week, intraspinal labor analgesia, oxytocin, gastrointestinal intolerance, neonatal length, and weight between the two groups ( P > 0.05). However, the total oral energy intake during labor in the ONS group was significantly higher than that in the control group ([1 349.99± 569.51] kJ vs [249.59 ± 455.19] kJ, P < 0.01). The rate of vaginal delivery in the ONS group was significantly higher than that in the control group (93.6% vs 81.3%, P = 0.01), and the duration of the first stage of labor ([487.06 ± 232.94] min vs [416.17 ± 191.13] min, P = 0.03) was also significantly longer in the ONS group. There were no significant differences between the two groups in terms of the duration of the second and third stages of labor, perineal laceration, cervical laceration, vaginal laceration, amount of bleeding, hospital stay, and Apgar score after birth ( P > 0.05). Multivariate logistic regression analysis showed that maternal age was a risk factor for changing to cesarean section in women with low-risk pregnancies ( OR 1.20, 95% CI 1.03 to 1.40, P = 0.02), while ONS during labor ( OR 0.31, 95% CI 0.11 to 0.85, P = 0.02) and intraspinal labor analgesia ( OR 0.10, 95% CI 0.04 to 0.26, P < 0.01) were protective factors. Conclusions:ONS during labor can significantly increase the vaginal delivery rate, without increasing the incidence of gastrointestinal intolerance in low-risk pregnant women. Maternal age is a risk factor for cesarean section while ONS during labor and intraspinal labor analgesia are protective factors in women with low-risk pregnancies.