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

Objective To study the requirement of exogenous phosphorus for 2-year-old and 3-year-old ginseng seedings.Methods Two-and three-year-old ginsengs were used as experimental materials.Calcium superphosphate and phosphorus-free Hoagland solution were used as fertilizer,and the concentrations of P2O5 were set to be 0 mmol·L-1,0.5 mmol·L-1,1.5 mmol·L-1,3 mmol·L-1,6 mmol·L-1,8 mmol·L-1,respectively.The effects of different concentrations of phosphorus fertilizer on agronomic indexes,photosynthetic characteristics and accumulation of ginsenosides Rg1,Rb1 and Re were studied.Results The plant height,stem diameter,root weight,leaf area,relative content of chlorophyll,net photosynthetic rate and total saponins content of different year-old panax ginseng were significantly increased by applying phosphorus at 1.5-3.0 mmol·L-1.Among them,compared with the phosphorus-free group,the root weight of second-year ginseng was increased by 16％and the saponin content was increased by 24％;the root weight of third-year ginseng was increased by 89％and the saponin content was increased by 132％.The appropriate application rate of phosphorus fertilizer(phosphorus pentoxide)during the growth of second and third year ginseng was 26.6 mg and 53.3 mg of plant,respectively.Conclusion External application of suitable concentration of phosphorus fertilizer can enhance the external morphological characteristics of ginseng,improve photosynthetic physiological properties and increase the content of active ingredients.

Objective To investigate the correlations of computed tomography (CT), clinical, and pathological features in patients with invasive lung adenocarcinoma positive and negative for spread through air spaces (STAS). Methods A total of 236 patients with invasive lung adenocarcinoma confirmed by surgery and pathology were selected, including 118 patients in STAS-positive group and 118 patients in STAS-negative group. The clinical data, CT signs, and pathological features of the two groups were collected and analyzed. Results There was a correlation between age and the occurrence of STAS. The age of the positive group was higher than that of the negative group. Smoking history and family history of tumor had no correlation with the occurrence of STAS. CT features signs such as nodule type and shape, tumor-lung interface, lobulation sign, spiculation sign, vacuole/cavity, air-bronchogram, pleural indentation sign, vascular changes, mean diameter of tumor, mean diameter of solid component, and the percentage of tumor solid components were significantly different between patients with and without STAS. The incidence of STAS in patients with solid nodules and partial solid nodules was significantly higher than that in patients with ground glass nodules. Multivariate analysis showed that the percentage of tumor solid components, air-bronchogram sign, lobulation sign, and tumor-lung interface were independent risk factors for predicting the occurrence of STAS. Conclusion The clinical data and CT signs of patients with invasive lung adenocarcinoma are related to the occurrence of STAS. CT signs such as the percentage of tumor solid components, air-bronchogram, lobulation sign, and tumor-lung interface are of great significance to STAS prediction. Our findings provide an important basis for selection of personalized clinical treatment plans.

ObjectiveTo analyze the exposure-response relationship of peripheral whole blood chromium level and lung function as well as genetic toxicity indicators in workers exposed to hexavalent chromium [Cr(Ⅵ)] compounds, and to propose a biological exposure limit of whole blood chromium for soluble Cr(Ⅵ) compounds-exposed workers. Methods A total of 515 workers from a dynamic occupational Cr(Ⅵ) compounds-exposed cohort in an enterprise from 2010 to 2017 were selected as the research subjects using a retrospective cohort study. A total of 918 followed-up results of research subjects and baseline data of a cohort were analyzed based on bibliometric analysis. The results include lung function tests, whole blood chromium level detected by inductively coupled plasma-mass spectrometry, urinary 8-hydroxy-2′-deoxyguanosine (8-OHdG) detected by high performance liquid chromatography-tandem mass spectrometry, peripheral micronuclei frequency (MNF) detected by cytokinesis-block micronucleus assay, and mitochondrial DNA copy number (mtCN) detected by real-time fluorescence quantitative polymerase chain reaction. Results The results of bibliometric analysis showed that domestic and foreign studies on biological monitoring of Cr(Ⅵ) compounds increased year by year in the past 30 years, and whole blood chromium levels had a good correlation with the occupational Cr(Ⅵ) compounds exposure. The geometric mean of whole blood chromium levels in males and females among the occupational Cr(Ⅵ) compounds exposure cohort was 2.77 and 1.79 μg/L, respectively. A turning point appeared in 6.00 μg/L chromium in whole blood of the exposure-response curve of whole blood chromium levels with lung function indicators and genetic toxicity indicators. For each unit increase in the natural logarithm-transformed whole blood chromium level, the forced expiratory volume in one second (FEV₁) decreased by 0.05 L, the FEV₁/forced-vital-capacity decreased by 0.67%, the peak expiratory flow decreased by 0.15 L/s, the maximal mid-expiratory flow decreased by 0.09 L/s, the MNF increased by 0.149‰, the urinary 8-OHdG increased by 0.090 μg/g, and the mtCN increased by 0.013. When the whole blood chromium level was >6.00 μg/L, there was a significant increase in urinary 8-OHdG, MNF, and mtCN (all P<0.01). Conclusion The level of whole blood chromium can be used as a biomarker for occupational exposure to soluble Cr(Ⅵ) compounds. The preliminary biological exposure limit is set at 6.00 μg/L for whole blood chromium in workers exposed to soluble Cr(Ⅵ) compounds.

Objective:To explore the relevancy between the uridine diphosphate-glucuronylgly-cosyltransferase 1A1 (UGT1A1) gene mutation and the phenotype of indirect hyperbilirubinemia in children.Methods:Sixteen cases with indirect hyperbilirubinemia who visited the Department of Gastroenterology, Children's Hospital of Nanjing Medical University from July 2013 to November 2019 were retrospectively analyzed and were divided into Gilbert syndrome (GS), Crigler-Najjar syndrome type II (CNS-II), and indirect hyperbilirubinemia groups unexplained by UGT1A1 gene mutations. The differences in gene mutation site information and general clinical data were compared. The association between gene mutation spectrum and bilirubin level was explored by t-test analysis.Results:Ten of the sixteen cases with indirect hyperbilirubinemia had GS, three had CNS-II, and three had indirect hyperbilirubinemia unexplained by UGT1A1 gene mutations. A total of six mutation types were detected, of which c.211G?>?A accounted for 37.5% (6/16), c.1456T?>?G accounted for 62.5% (10/16), and TATA accounted for 37.5% (6/16), respectively. Compared with the GS group, the CNS group had early disease onset incidence, high serum total bilirubin ( t ?=?5.539, P ??0.05) and age of onset ( t ?=?0.3611, P ?>?0.05) between the two groups. There was no significant correlation between the number of UGT1A1 gene mutations and serum bilirubin levels. Children with c.1456T?>?G homozygous mutations had the highest serum bilirubin levels. Conclusion:The common pathogenic variants of the UGT1A1 gene sequence are c.1456T?>?G, c.211G?>?A, and TATA, indicating that these site mutations are related to the occurrence of indirect hyperbilirubinemia and have important guiding significance for the etiological analysis of indirect hyperbilirubinemia in children.

Objective:This study aims to explore the impact of various clinical factors on the risk of polymyxin B induced DKI in patients.Methods:This is a single-center retrospective case-control study. A total of 139 patients receiving polymyxin B intravenous treatment in our hospital from January 1 to December 31, 2020 were collected. Baseline variables between polymyxin B induced DKI group and non-DKI group were compared using the Chi-square test or Fisher's exact test for categorical variables and the T-test or Wilcoxon rank sum test for continuous variables, as appropriate. Statistical analysis was performed using univariate and multivariate Logistic regression models, Logistic regression models, multivariate Logistic regression models, Kaplan Meier curve, as well as Log-Rank test.Results:Among a total of 139 patients receiving polymyxin B treatment, 49 cases have experienced DKI, 90 cases did not. The incidence of DKI was 35.25%. There was no statistical difference in general information of age, gender, and proportion of standard weight between the two groups. Among the related indexes of polycolistin B administration, the proportion of high daily dose [>25 000 U/(kg·d)] and the total dosage of medication in the DKI group were both significantly higher than that in the non-DKI group ( P< 0.05, respectively). Among the organ function indexes, there were significant differences in initial serum creatinine, blood urea nitrogen, uric acid, urinary occult blood and urinary specific gravity between DKI group and non-DKI group 48 hours before polymyxin B administration ( P< 0.05). Binary Logistic regression analysis suggested that daily dose and initial creatinine before medication were independent risk factors for DKI caused by polymyxin B ( P< 0.05). Kaplan-meier survival analysis showed that with the accumulation of Polymyxin B administration, the higher the daily dose of Polymyxin B was, the faster the DKI occurred (Log-Rank P= 0.0194). Conclusions:Using intravenous polymyxin B is associated with the risk of DKI, among which higher initial blood creatinine values and higher daily doses are independent risk factors for DKI.

Objective To explore the effect of Naikan cognitive-music reminiscence therapy on coping style in female patients with chronic schizophrenia.Methods In May, 2020, 72 female patients with chronic schizophrenia from Beijing Huilongguan Hospital were assigned into control group (n = 48) and music group (n = 24) after trait matching. Both groups accepted routine medicine, while the control group accepted Naikan cognitive therapy, and the music group accepted Naikan cognitive therapy combined music reminiscence, for twelve weeks. They were blind assessed with Simplified Coping Style Questionnaire, Self-rating Depression Scale and Self-rating Anxiety Scale before and after intervention.Results There were five cases in the control group removed for erroneous response. The main effects of group were not significant for all the assessments (F < 0.567, P > 0.05). The main effect of time was significant for negative coping style score (F = 6.968, P = 0.01), and the interaction effects were significant for positive coping style score and Self-rating Depression Scale score (F > 4.227, P < 0.05).Conclusion Combining with music reminiscence, Naikan cognitive therapy may be advantageous for the coping style of female patients with chronic schizophrenia.

Objective    To investigate the clinical effect of thoracoscopic lobectomy versus segmentectomy in the treatment of T1bN0M0 non-small cell lung cancer (NSCLC). Methods    Clinical data of 181 patients with T1bN0M0 NSCLC admitted to our hospital from 2012 to 2015 were retrospectively analyzed. They were divided into a lobectomy group and a segmentectomy group according to surgical methods. There were 117 patients in the lobectomy group (46 males and 71 females aged 61.32±8.94 years) and 64 patients in the segmentectomy group (20 males and 44 females aged 58.55±12.57 years). Perioperative indicators and prognosis were compared between the two groups. Results    The segmentectomy group had longer operation time, less intraoperative blood loss, shorter postoperative hospital stay and more preservation of lung function compared with the lobectomy group (P<0.05). The lobectomy group had higher consolidation tumor ratio, bigger tumor diameter, and more lymph node sampling compared with the segmentectomy group (P<0.05). There was no statistical difference in 5-year overall survival or recurrence-free survival between the two groups (P<0.05). Conclusion    For patients with T1bN0M0 NSCLC, thoracoscopic segmentectomy and lobectomy have similar prognosis, but segmentectomy has advantages with less injury and faster recovery over lobectomy.

Esophageal squamous cell carcinoma is one of the most common cancer in China, and locally advanced stage remains a heterogeneous and complex disease. Its treatments are constantly evolving. To date, radiochemotherapy and surgery are involved in the comprehensive treatment of this disease. However, because of the specifical anatomical location of esophagus, its physiological function will be impaired after surgical resection. If similar survival is obtained in esophageal cancer, an organ preserving strategy without surgery is of great significance for improving the quality of life. As a non-invasive tumor treatment method, neoadjuvant therapy plays an important role in the comprehensive treatment of preserving the esophagus. Recently, there are studies investigating the role of organ preserving strategy in the comprehensive treatment of esophageal cancer with neoadjuvant therapy, and the recognition of these advances will provide reference value for the comprehensive treatment of esophageal cancer.

Clinical data, nutrition support and 6-year follow-up results of a patient with Tricho-hepato-enteric syndrome (THES) diagnosed in the Children′s Hospital of Nanjing Medical University in December 2013 were analyzed.The patient suffered severe malnutrition, growth retardation, hypophosphatemia, hypoglobulinemia, high nutritional risk status and significant intestinal dysfunction.The genetic testing revealed SKIV2 L gene variation in this case of THES.During the acute exacerbation of diarrhea, enteral nutrition and periodical short-term parenteral nutrition were given as nutrition support.Deep-hydrolyzed formula by oral and low-fat, low-residue, high-quality-protein diet was given during the remission phase.At last, the diarrhea and nutritional status of the patient improved gradually.The growth and development, including neuromotor development of the case also caught up to children with the same age, and he was capable of schooling.It is suggested that rational individualized nutrition support can significantly improve intestinal function and nutritional status of children with THES, which overcome the dangerous period, improve the quality of life and prolong the survival time.