Objective To calculate the nonlinear features of motion in patients with chronic vestibular syndrome(CVS)using the largest Lyapunov exponent(LLE),and to verify the classification model's validity through machine learning algorithms.Methods A three-dimensional(3D)motion capture system was used to capture the joint motion trajectories of the subjects,which were determined using the LLE.The features of the chaotic trajectories were calculated as the input,and seven classifiers,namely the ID3 decision tree,Adaboost,C45 decision tree,Bayesian classification,Naive Bayes,and support vector machine,were used for classification.Results A total of 17 sets of trajectories from 16 joints were in the chaotic state,and the average energy,enhanced wavelength,and kurtosis of the motion trajectories in the experimental group showed significant differences(P<0.05).The ID3 decision tree classifier showed optimal performance with 100%prediction accuracy,recall,and F1-score.Conclusions Chaotic features may contain high personality differences in patients with CVS and can improve the accuracy of machine learning algorithms for recognition.These findings provide a reference for early identification and motor rehabilitation of patients with CVS.

Objective:To analyze the association of pre-pregnancy body mass index (BMI) and gestational weight gain with macrosomia.Methods:In this retrospective cohort study, data of all puerperae and newborns in the Obstetrics Center of Peking Union Medical College Hospital from July 2020 to June 2021 were collected, including basic maternal information, pregnancy complications and neonatal conditions. A total of 2 422 pregnant women with full-term singleton live birth and their newborns were included in the analysis. The incidence of macrosomia (≥4 000 g) was calculated according to the birth weight of the newborns. Logistic regression and heat map were used to analyze the associations of pre-pregnancy BMI and gestational weight gain with macrosomia.Results:The incidence of macrosomia was 4.00% (97/2 422) in full-term singleton live birth newborns. Pre-pregnancy body weight, pre-pregnancy BMI, pre-pregnancy overweight/obesity rate, pre-delivery body weight, total weight gain during pregnancy, mean weekly weight gain during pregnancy, the proportion of excessive weight gain during pregnancy, duration of pregnancy, and the proportion of primiparity and education level of junior college or below were all significantly higher in the puerperae of the macrosomia group than those in the non-macrosomia group [(63.87±8.27) vs (58.14±7.86) kg, (23.33±2.97) vs (21.60±2.72) kg/m2, 35.1% vs 17.3%, (77.48±9.11) vs (70.02±8.79) kg, (13.61±4.56) vs (11.88±4.40) kg, (0.34±0.11) vs (0.30±0.11) kg, 58.8% vs 31.1%, (280.47±7.79) vs (276.14±7.83) d, 34.1% vs 23.7%, 18.6% vs 7.5%] (all P<0.05). Pre-pregnancy BMI ( OR=1.227, 95% CI: 1.145-1.314), mean weekly weight gain during the whole pregnancy ( OR=33.453, 95% CI: 5.172-217.947), duration of pregnancy ( OR=1.083, 95% CI: 1.055-1.112), primiparity ( OR=1.969, 95% CI: 1.232-3.101) and education level of junior college or below ( OR=2.525, 95% CI: 1.325-4.668) were all positively associated with occurrence of macrosomia (all P<0.05). The incidence of macrosomia increased with the pre-pregnancy body mass index and mean weekly weight gain during the whole pregnancy. Conclusions:High pre-pregnancy BMI and mean weekly weight gain during the whole pregnancy are associated with the increased risk of macrosomia. Appropriate weight management during pregnancy may help to reduce the incidence of adverse pregnancy outcomes.

ObjectiveTo study the accumulation and absorption of dry matter and nutrients in Curcuma phaeocaulis from Sichuan， the origin of Curcumae Radix （tuber） and Curcumae Rhizoma （rhizome）， to explore the growth and development laws and nutrient demand characteristics of the medicinal species， and thus to lay a theoretical basis for rational fertilization. MethodThe plant growth indexes， dry matter accumulation， and nutrient content of C. phaeocaulis at different growth stages in Sichuan were measured and analyzed. ResultThis medicinal species featured the dominant growth of aboveground leaves and stems before October and growth of underground part （particularly the rhizomes and tubers） from October. During the whole growth period， the accumulation of nitrogen， phosphorus， potassium， calcium， magnesium， iron， manganese， zinc， and copper per plant was 2 450.31， 907.09， 3 171.18， 625.94， 493.38， 14.53， 2.24 ， 2.93， 0.46 mg， respectively， with the order of potassium > nitrogen > phosphorus > calcium > magnesium > iron > zinc > manganese > copper. ConclusionThe species needs sufficient potassium and nitrogen， appropriate amount of phosphorus， calcium， and magnesium， a small amount of iron， and very little zinc， manganese， and copper for growth， and potassium is particularly important. Nitrogen， phosphorus， and potassium fertilizers supply macroelements and nitrogen fertilizer should be supplemented at seedling stage， leafy stage， early rhizome expansion stage， tuber expansion stage， and the second expansion stage of rhizome. Phosphorus and potassium fertilizers should be applied at seedling stage， tuber expansion stage， secondary expansion stage of rhizome， and dry matter accumulation stage of tuber and rhizome. At seedling stage， leafy stage， early rhizome expansion stage， tuber expansion stage， and the second expansion stage of rhizome， a variety of medium and trace elements-containing foliar fertilizers should be used.

Objective:To evaluate the heterogeneity in pediatric ETV6-RUNX1 acute lymphoblastic leukemia (ALL) by gene expression profile and to study clinical characteristics in different clusters.Methods:An improved advanced fragment analysis (iAFA) technique was developed to detect 57 marker genes in 264 pediatric ALL patients treated in Beijing Children’s Hospital from August 2016 to June 2019. The 56 ALL patients with ETV6-RUNX1 positive were evaluated by clinical characteristics in gene expression profile, immunophenotype and early response of chemotherapy in different clusters.Results:The 56 ETV6-RUNX1-positive patients were clustered into 2 groups of E/R-1 (45, 80.4%) and E/R-2 (11, 19.6%) . Spearman coefficient was 0.788 and 0.901 in E/R-2 and E/R-1, respectively. The median of initial platelet counts was 104 (27-644) and 50 (8-390) ( P<0.01) in E/R-2 and E/R-1, respectively. The median of proportion of initial bone marrow immature cells was 0.830 (0.270-0.975) and 0.935 (0.445-0.990) ( P<0.05) in E/R-2 and E/R-1, respectively. The most specific immunophenotype at initial diagnosis, CD22 +CD34 +CD20 -CD117 -CD56 -, mainly gathered in E/R-2 ( P<0.001) . Patients negative of minimal residual disease detected by flow cytometry (MRD-FCM) at day 33 were 5 (55.6%) and 32 (88.9%) in E/R-2 and E/R-1, respectively. There was no significant difference in the original analysis ( P=0.064) but difference in sensitivity analysis ( P=0.035) . Nevertheless, patients negative of MRD detected by polymerase chain reaction (MRD-PCR) at day 33 were 7 (77.8%) and 36 (100%) in E/R-2 and E/R-1, respectively, with significant difference ( P=0.047) . Conclusion:Gene expression profile shows heterogeneous in ETV6-RUNX1 ALL, and the E/R-2 profile indicates that these patients may have a less tendency to thrombocytopenia at the initial diagnosis but have poorer response to induction chemotherapy and may influence further outcome.

Objective To explore the immune-microenvironment of the retinas at different stages of retinal degeneration in Royal College of Surgeon (RCS) rats. Methods RCS-rdy--P+(RCS) rats at early stage (P20), middle stage (P40) and late stage (P60) were involved,12 rats at each post-natal day,RCS-rdy+-P+rats severed as control. Relative concentrations of rat cytokines in rat retina homogenate were detected by using Bio-Plex Suspension Array System. Relative expressions of interleukin-2 (IL-2),C-C motif ligand 2 (CCL2),chemokine (C-X-C motif) ligand 9 (CXCL9),CXCL10,CXCL11 and interferon-γ(IFN-γ) mRNA in rat retina were analyzed by real-time PCR. Expressions of IFN-γ and immune cells surface marker CD4,CD8 and CD161 in the retinas were detected by immunohistochemical staining. Percentage of IFN-γ positive T lymphocytes and natural killer(NK) cells in rat retina were analyzed by flow cytometry. The concentrations of IFN-γ in rat retina homogenate were evaluated by enzyme-linked immunosorbent assay ( ELISA ). The use and care of the animals complied with Regulations for the Administration of Affair Concerning Experimental Animals by State Science and Technology Commission. Results Lymphocytes related cytokines and chemokines mRNA expression levels in the RCS rat retinas showed increase trends with the extension of time. The expression levels of IL-2,CCL2,CXCL9,CXCL10,CXCL11 and IFN-γ mRNA in P60 RCS rat retinas were significantly increased than those in the P20 RCS rat retinas and the control rat retinas (all at P<0.05).The positive rates of CD4,CD8 and CD161 cells in the retinas of P60 RCS rats was (9.09±0.89)%, (18.77±0.38)% and (9.41±0.38)% ,respectively. The proportion of IFN-γ positive cells in the retinas of P60 RCS rats was (8.29±0.27)%,which was significantly higher than that of the control rats ([0.28±0.02]%),with a significant difference between them (t=29.03,P=0.00). CD4+,CD8+and CD161+lymphocytes were mainly distributed in the retinas of P60 RCS rats, and the expressions of IFN-γ were co-located with lymphocyte surface markers. There were significant differences in the concentrations of IFN-γ in the retinas of RCS rats and control rats at different day ages (Fgroup=16.49,P<0.01; Ftime=21.05,P<0.01),the concentration of IFN-γ in retinas of P60 RCS rats was significantly higher than that of P20 RCS rats, P40 RCS rats and control rats, and the differences were statistically significant ( all at P<0.05). Conclusions Along with the process of retinal degeneration,immune privilege balance in the retinas is disrupted, the expressions of lymphocytes related chemokines and cytokines are elevated. Lymphocytes infiltration and activation are appeared in the retina highly activated at the late stage of RP, leading to the significant up-regulation of inflammatory cytokine IFN-γ in microenvironment, which indicates that lymphocytes mediated immune response may take part in retinal degeneration.

The early diagnosis of primary hepatocellular carcinoma combined with portal vein tumor thrombus is very difficult,and when the patients are diagnosed,they are usually at an advanced stage,and the optimal treatment time has missed. In recent years, more and more scholars believe that the diagnosis and treatment of hepatocellular carcinoma with portal vein tumor thrombus need multi?disciplinary diagnosis and treatment,it also has a certain effect in the clinic, it is expected to make the early diagnosis and the early treatment for patients with hepatocellular carcinoma combined with portal vein tumor thrombus in the future,and form a standardized treatment process.

Objective To evaluate the role of microglia in paraventricular nucleus (PVN) in sus-ceptibility to depression in rats with chronic visceral pain. Methods Ninety-six pathogen-free healthy male Sprague-Dawley rats, aged 8 days, were divided into 6 groups (n= 16 each) using a random number table: sham operation group (S group), chronic visceral pain group (CHVP group), sham operation plus colorectal distension group (S+C group), chronic visceral pain plus colorectal distension group (CHVP+C group), chronic visceral pain plus phosphate buffer solution plus colorectal distension group (CHVP+P+C group) and chronic visceral pain plus minocycline plus colorectal distension group (CHVP+M+C group). Colorectal distension was not performed in S group. In CHVP group, chronic visceral pain was induced by performing colorectal distension twice daily on postnatal days 8, 10, and 12. Phosphate buffer solution 0. 5μl was injected into PVN by stereotaxic method at 8th week after birth in CHVP+P+C group, and 2％ mi-nocycline 0. 5 μl was injected into PVN at 8th week after birth in CHVP+M+C group. Eight rats in each group were selected 2 h later for measurement of visceral pain threshold. In S+C, CHVP+C, CHVP+P+C and CHVP+M+C groups, colorectal distension was performed for 2 times, open field test and sucrose preference test were then performed, the rats were sacrificed and PVN was removed for determination of micro-glial activation by immunofluorescence. Results The pain threshold was significantly decreased in CHVP, CHVP+C, CHVP+P+C and CHVP+M+C groups as compared with S and S+C groups (P<0. 05). The pain threshold was significantly increased in CHVP+M+C group when compared with CHVP +P +C group (P<0. 05). Compared with S, CHVP and S+C groups, the total locomotor distance, the number of rea-ring and sucrose consumption were significantly reduced, and the proportion of activated microglia in PVN was increased in CHVP+C, CHVP+P+C and CHVP+M+C groups (P<0. 05). Compared with CHVP+P+C group, the total locomotor distance, the number of rearing and sucrose consumption were significantly in-creased, and the proportion of activated microglia in PVN was decreased in CHVP+M+C group (P<0. 05). Conclusion Microglia in PVN is involved in regulation of susceptibility to depression in rats with chronic visceral pain.

Objective: To compare droplet digital PCR (ddPCR) and Super-amplification refractory mutation system (ARMS) in the detection of T790M mutation of epidermal growth factor receptor (EGFR) in the plasma of non-small cell lung cancer patients who had developed resistance to EGFR tyrosine kinase inhibitor (TKI) , and to investigate the clinical application of ddPCR. Methods: Plasma samples were collected from non-small cell lung cancer patients who had acquired EGFR-TKI resistance at Shanghai Pulmonary Hospital, Tongji University, from May 2017 to November 2017. Extracted ctDNA was analyzed by ddPCR and Super-ARMS to evaluate the T790M mutation status of EGFR gene. Results: A total of 37 patients with activating EGFR mutation that acquired resistance to EGFR-TKI were selected in the study, including 17 male and 20 female with a median age of 64 years (range 40-83 years). Before TKI treatment, all the patients harbored EGFR inhibitor sensitive mutations but without T790M mutation. After acquiring resistance to EGFR-TKI treatment, the T790M mutation rate detectable by ddPCR was 45.9% (17/37). In contrast, the mutation rate of T790M detectable by Super-ARMS was 35.1% (13/37, P<0.05). For the 13 positive cases detected by Super-ARMS (ΔCt<8), they were all positive by ddPCR assay; Among the 10 negative cases detected by Super-ARMS (ΔCt≥8), there were 3 cases positive by ddPCR assay. For patients without ΔCt by Super-ARMS assay, there was one weak positive case detectable by ddPCR assay. Among 17 EGFR T790M positive patients, 9 received EGFR inhibitor Osimertinib treatment, and 7 of them had good therapeutic response after the treatment. Conclusions While a significant correlation between the two methods is shown. ddPCR is more sensitive than Super-ARMS in the detection of EGFR T790M mutation, indicating that it is a better method in guiding target drug therapy of non-small cell lung cancer patients after acquiring the resistance to EGFR-TKI.

The present study is to compare specific chromatograms and main acitive components between wild and cultivated rhizomes of Paris polyphylla var. yunnanensis by HPLC. HPLC analysis was performed on a Waters XSelect HSS T3 C₁₈ clumn (4.6 mm×250 mm, 5 μm), with a mobile phase consisting of acetonitrile (A)-water (B) at a flow rate of 1 mL•min⁻¹ (0-50 min,30%-50%A;50-80 min,50% A,80-85 min,50%-30%A;85-100 min,30% A). The detection wavelength was 203 nm and the column temperature was controlled at 30 ℃, and the injection volume was 10 μL. HPLC specific chromatograms of wild and cultivated rhizomes of P. polyphylla var. yunnanensis were established and nine steroidal saponins were simultaneously determined by the above method. The mean contents of paris saponin Ⅶ, paris saponin H and total average contents of four pennogenyl saponins in Rhizomes of wild samples were significantly higher than those of cultivated ones. However, this result is opposite from the average content of paris saponin Ⅰ and total average contents of five dioscins in the wild and cultivated samples. Because the significant differences occurred for the specific chromatograms and main active components between the wild and cultivated P. polyphylla var. yunnanensis, much more pharmacological and clinical researches are therefore necessary.