Objective To develop an intelligent recognition model based on deep learning algorithms of unmanned aerial vehicle (UAV) images, and to preliminarily explore the value of this model for remote identification, monitoring and management of cattle, a source of Schistosoma japonicum infection. Methods Oncomelania hupensis snail-infested marshlands around the Poyang Lake area were selected as the study area. Image datasets of the study area were captured by aerial photography with UAV and subjected to augmentation. Cattle in the sample database were annotated with the annotation software VGG Image Annotator to create the morphological recognition labels for cattle. A model was created for intelligent recognition of livestock based on deep learning-based Mask R-convolutional neural network (CNN) algorithms. The performance of the model for cattle recognition was evaluated with accuracy, precision, recall, F1 score and mean precision. Results A total of 200 original UAV images were obtained, and 410 images were yielded following data augmentation. A total of 2 860 training samples of cattle recognition were labeled. The created deep learning-based Mask R-CNN model converged following 200 iterations, with an accuracy of 88.01%, precision of 92.33%, recall of 94.06%, F1 score of 93.19%, and mean precision of 92.27%, and the model was effective to detect and segment the morphological features of cattle. Conclusion The deep learning-based Mask R-CNN model is highly accurate for recognition of cattle based on UAV images, which is feasible for remote intelligent recognition, monitoring, and management of the source of S. japonicum infection.

Objective:To assess the altered right atrial(RA) function using two-dimensional speckle-tracking imaging(2D-STI) in patients with persistent pulmonary hypertension of the newborn(PPHN), and investigate the diagnostic value of different right heart strain parameters in PPHN.Methods:Ultrasound images of 42 newborns with clinically confirmed diagnosis of PPHN in the neonatal intensive care unit of Shenzhen Children′s Hospital (median gestational age 37 + 1 weeks, median age 6 d) and 30 normal newborns (control group, median gestational age 37 + 3 weeks, median age 6.5 d) from January 2020 to January 2023 were retrospectively analyzed, all with gestational age ≥34 gestational weeks. 2D-STI was applied to evaluate RA function: RA strain(RA LS) and area change fraction(RA FAC), where RA LS included RA reservoir strain (εs), RA conduit strain (εe) and RA active contract strain (εa), while evaluating right ventricle(RV) function: RV global longitudinal strain(RV GLS), RV FAC, etc. And the degree of pulmonary artery pressure(PAP) was assessed by tricuspid regurgitation velocity(TRV). The above parameters were compared between the PPHN group and the control group, and the correlations between RA function parameters, RV function parameters and PAP in PPHN group were analyzed. The area under ROC curve (AUC) was used to compare the accuracy of each parameter in the evaluation of impaired cardiac function in PPHN patients. Results:Compared with the control group, RA function (εs, εe, εa and RA FAC) were impaired in PPHN patients (all P<0.05). εs was positively correlated with RV GLS, RA FAC ( r=0.494, 0.356, both P<0.05) and negatively correlated with minimum right atrial area (RAA min), pulmonary artery diameter (PAD), and tricuspid annular internal diameter ( rs=-0.285, r=-0.495, -0.396; both P<0.05); εe was negatively correlated with PAD ( rs=-0.256, P<0.05); εa was positively correlated with RV GLS ( r=0.499, P<0.05) and negatively correlated with PAD and tricuspid annular internal diameter ( r=-0.390, -0.380; both P<0.05); RA FAC was positively correlated with RV GLS ( r=0.365, P<0.05) and negatively correlated with PAD and tricuspid annular internal diameter ( r=-0.439, -0.328; both P<0.05). RA LS and RA FAC had no correlations with TRV-estimated PAP ( P>0.05). ROC analysis showed that the sensitivity and specificity of εs<40.50% for diagnosing PPHN was 0.905 and 0.800, respectively, with an AUC of 0.929; the sensitivity and specificity of RV GLS<18.55% for diagnosing PPHN were 0.905 and 0.900, respectively, with an AUC of 0.963; εs combined with RV GLS was the best indicator for early detection of right heart functional impairment in PPHN, with sensitivity and specificity of 0.905 and 1.000, respectively, and AUC was 0.985. Conclusions:RA function and RV function are both impaired in PPHN patients. εs combined with RV GLS is the best indicator for early assessment of right heart function impairment and diagnosis of PPHN.

Objective: To determine the spatiotemporal distribution of Schistosoma (S.) japonicum infections in humans, livestock, and Oncomelania (O.) hupensis across the endemic foci of China. Methods: Based on multi-stage continuous downscaling of sentinel monitoring, county-based schistosomiasis surveillance data were captured from the national schistosomiasis surveillance sites of China from 2005 to 2019. The data included S. japonicum infections in humans, livestock, and O. hupensis. The spatiotemporal trends for schistosomiasis were detected using a Joinpoint regression model, with a standard deviational ellipse (SDE) tool, which determined the central tendency and dispersion in the spatial distribution of schistosomiasis. Further, more spatiotemporal clusters of S. japonicum infections in humans, livestock, and O. hupensis were evaluated by the Poisson model. Results: The prevalence of S. japonicum human infections decreased from 2.06% to zero based on data of the national schistosomiasis surveillance sites of China from 2005 to 2019, with a reduction from 9.42% to zero for the prevalence of S. japonicum infections in livestock, and from 0.26% to zero for the prevalence of S. japonicum infections in O. hupensis. Analysis using an SDE tool showed that schistosomiasis-affected regions were reduced yearly from 2005 to 2014 in the endemic provinces of Hunan, Hubei, Jiangxi, and Anhui, as well as in the Poyang and Dongting Lake regions. Poisson model revealed 11 clusters of S. japonicum human infections, six clusters of S. japonicum infections in livestock, and nine clusters of S. japonicum infections in O. hupensis. The clusters of human infection were highly consistent with clusters of S. japonicum infections in livestock and O. hupensis. They were in the 5 provinces of Hunan, Hubei, Jiangxi, Anhui, and Jiangsu, as well as along the middle and lower reaches of the Yangtze River. Humans, livestock, and O. hupensis infections with S. japonicum were mainly concentrated in the north of the Hunan Province, south of the Hubei Province, north of the Jiangxi Province, and southwestern portion of Anhui Province. In the 2 mountainous provinces of Sichuan and Yunnan, human, livestock, and O. hupensis infections with S. japonicum were mainly concentrated in the northwestern portion of the Yunnan Province, the Daliangshan area in the south of Sichuan Province, and the hilly regions in the middle of Sichuan Province. Conclusions: A remarkable decline in the disease prevalence of S. japonicum infection was observed in endemic schistosomiasis in China between 2005 and 2019. However, there remains a long-term risk of transmission in local areas, with the highest-risk areas primarily in Poyang Lake and Dongting Lake regions, requiring to focus on vigilance against the rebound of the epidemic. Development of high-sensitivity detection methods and integrating the transmission links such as human and livestock infection, wild animal infection, and O. hupensis into the surveillance-response system will ensure the elimination of schistosomiasis in China by 2030.

Objective:To establish the reference for serum metabolomics profiles among healthy Han adults in China, and explore the variation on metabolomics profiles by geographic regions, sex, and age.Methods:Cross-sectional data and serum samples were obtained from the China National Health Survey. A total of 1 039 male and 1 032 female healthy adults(≥30 years) were included in this study. Serum metabolomics analyses were conducted with ultra-performance liquid chromatography-mass spectrometry(UPLC-MS). Orthogonal partial least squares discriminant analysis(OPLS-DA) was performed to compare the differences of metabolomics among different region, sex, and age.Results:Significant differences on metabolomics profiles were identified among region, sex, and age. A total of 114 region-related metabolites were spotted, including 53 metabolites that involved in human metabolic pathways, mainly peptides(20 metabolites) and glycerophospholipid metabolism-related(14 metabolites). Fifty-nine metabolites were pinned down to be sex-related, among which cotinine was significant in all 7 provinces. Age-related metabolites were only found in Shaanxi and Hainan, with 22 metabolites were recognized.Conclusion:Serum metabolomics varies by geographic regions, sex, and age. When metabolomics is applied for diagnosis or biomarker screening in various studies, it shall take into consideration of setting tailored references.

Objective:To preliminarily study the feasibility, safety and efficacy of transcatheter arterial chemoembolization (TACE) combined with selective portal vein embolization (SPVE) before surgical resection in the treatment of large liver cancer.Methods:A retrospective study was conducted on the clinical data of 17 patients with large liver cancer treated with TACE combined with SPVE from January 2016 to December 2019 at the Department of Hepatobiliary Surgery, the Sixth Medical Center of PLA General Hospital. The study included 15 males and 2 females, aged (59.17±10.30) years. The levels of alanine aminotransferase, tumor changes and patient survival were analyzed before operation, after TACE, and after SPVE.Results:Among the 17 patients, the levels of alanine aminotransferase on the 1st and 3rd day after SPVE was significantly higher than those after TACE [191.4 (30.5-1966.4) IU/L vs 125.3 (35.7-846.2) IU/L on the first day, and 298.5 (24.6-1334.2) IU/L vs 208.6 (21.6-775.6) IU/L on the 3rd day], all P<0.05. One month after the two combined embolism, among the 6 patients with a tumor diameter of 5-10 cm, 2 patients (33.3%) had complete remission, 3 patients (50.0%) had partial remission, and 1 patients (16.6%) had stable disease. For the tumor’s longest diameter, among the 11 patients with tumors >10 cm, 1 patient had complete remission (9.1%), 4 patients had partial remission (36.4%), 5 patients had stable diseases (45.5%), and 1 patient had disease progression (9.1%). Eventually, 11 patients underwent surgical exploration. The median residual liver volume before treatment was 329.5 (284.9-365.7) ml, and after the combined procedure 415.6 (354.7-718.8) ml. The median hyperplasia ratio was 28.1% (14.1%-51.3%). Eight patients finally underwent surgical resection. There was no death in the perioperative periods. The median tumor-free survival time was 17 (7-42) months, and the median survival time was 27 (7-42) months. Conclusion:For patients with large liver cancer with insufficient remnant liver volume, preoperative TACE+ SPVE has certain value in controlling tumor progression, promoting remnant liver hyperplasia, increasing surgical resection rate and improving prognosis.

Objective:To analyze the effect of home quarantine on blood glucose and lipids in healthy adults during the COVID-19 epidemic times.Method:From April 7, 2020 to May 1, 2020, 512 adults wereexamined in Beijing physical examination center, of which 87 adults aged olderthan 18, received community closed management or home quarantine from January 23, 2020 to March 30, 2020, and theadultshad physical examination in Beijing physical examination center in the same month of 2018 and 2019 were selected as controls. The change trend of blood glucose and blood lipid acrossthe three years was analyzed by one-way repeated measurement of variance, and the difference of blood lipid and blood glucose between two years of physical examination was further analyzed by Bonferroni method. Datawereanalyzed by gender.Result:Among the 87 subjects, 36 (41.4%) were male and 51(58.6%) were female. The average age was (46.3±13.2) years and ranged from 24 to 74. The difference of high density lipoprotein cholesterol (HDL-C), low density lipoprotein cholesterol (LDL-C), triglyceride (TG), total cholesterol (TC) and fasting blood glucose (FBG) among 2018, 2019 and 2020 was statistically significant (all P<0.05), while differences in LDL-C, TC and FBG were statistically significant for males (all P<0.05) and HDL-C, LDL-C, TC and FBG were statistically significant for females (all P<0.05). HDL-C in 2018and 2020were significantly lower than that in 2019 [(1.27±0.29), (1.30±0.31) vs. (1.36±0.34) mmol/L], LDL-C in 2020was significantly higher than that in 2018and 2019 [(3.11±0.88) vs. (2.81±0.77), (2.84±0.71) mmol/L], TG in 2020 was significantly higher than that in 2019[(1.54±1.17) vs. (1.32±0.80) mmol/L], TC in 2019and 2020were significantly higher than that in 2018 [(4.88±0.94), (5.10±0.99) vs. (4.63±0.90) mmol/L], and the FBG in 2019and 2020were significantly lower than that in 2018 [(5.34±1.17), (5.44±1.58) vs. (5.84±1.70) mmol/L] (all P<0.05). The comparative analysis of men and women showed that the means of LDL-C, TG, TC and FBG of men were higher than those of women while the mean of HDL-C was lower than that of women in each year; compared with 2019, the increase of LDL-C and TC of men was obvious while the decrease of HDL-C of women was obvious (all P<0.05) in 2020. Conclusion:During the epidemic period of COVID-19, the home quarantine has adverse effects on blood glucose and lipid.

Due to the rapid evolution of high-throughput technologies, a tremendous amount of data is being produced in the biological domain, which poses a challenging task for information extraction and natural language understanding. Biological named entity recognition (NER) and named entity normalisation (NEN) are two common tasks aiming at identifying and linking biologically important entities such as genes or gene products mentioned in the literature to biological databases. In this paper, we present an updated version of OryzaGP, a gene and protein dataset for rice species created to help natural language processing (NLP) tools in processing NER and NEN tasks. To create the dataset, we selected more than 15,000 abstracts associated with articles previously curated for rice genes. We developed four dictionaries of gene and protein names associated with database identifiers. We used these dictionaries to annotate the dataset. We also annotated the dataset using pre-trained NLP models. Finally, we analysed the annotation results and discussed how to improve OryzaGP.

Currently, coronavirus disease 2019 (COVID-19) literature has been increasing dramatically, and the increased text amount make it possible to perform large scale text mining and knowledge discovery. Therefore, curation of these texts becomes a crucial issue for Bio-medical Natural Language Processing (BioNLP) community, so as to retrieve the important information about the mechanism of COVID-19. PubAnnotation is an aligned annotation system which provides an efficient platform for biological curators to upload their annotations or merge other external annotations. Inspired by the integration among multiple useful COVID-19 annotations, we merged three annotations resources to LitCovid data set, and constructed a cross-annotated corpus, LitCovid-AGAC. This corpus consists of 12 labels including Mutation, Species, Gene, Disease from PubTator, GO, CHEBI from OGER, Var, MPA, CPA, NegReg, PosReg, Reg from AGAC, upon 50,018 COVID-19 abstracts in LitCovid. Contain sufficient abundant information being possible to unveil the hidden knowledge in the pathological mechanism of COVID-19.

Objective:To analyze the relationship between molecular cytogenetic abnormalities and clinical characteristics of acute lymphoblastic leukemia (ALL) in childhood .Methods:A total of 403 patients newly diagnosed with ALL in the Department of Hematology, Shanghai Children′s Hospital from January 2009 to December 2018 were enrolled in this study.All the patients had completed the test of bone marrow smear cytology, immunotyping, karyotype analysis, and fluorescence in situ hybridization (FISH).Results:(1)There were 240 males (59.6%) and 163 females (40.4%) aged (5.31±3.46)years.There were 374 patients(92.8%) with B cell acute lymphoblastic leukemia (B-ALL)and 29 patients(7.2%) with T cell acute lymphoblastic leukemia (T-ALL). (2)Cytogenetics: A total of 311 cases (77.2%) showed mitosis in the chromosomal karyotype analysis, of which 126 cases were abnormal (abnormality detection rate was 40.5%), including 15.4% (48/311cases) hyperdiploid.(3)Fusion gene: Positive fusion genes were found in 110 cases (27.3%), including TEL/AML1 gene in 70 cases (17.4%), BCR/ ABL in 13 cases (3.2%), MLL in 19 cases (4.7%). From 2015-2018, 8 cases (4.0%) of PBX1/TCF3 fusion gene, 1 case of EBF1-PDGFRB fusion gene, 6 cases of SIL/TAL1 fusion gene were detected, SIL/TAL1 positive patients which were accounting for 33.3% of T-ALL improved the detection rate of T-ALL molecular abnormalities.Patients with positive BCR/ ABL were older than those with positive TEL/AML1 and positive MLL[(8.01±3.11) years vs.(3.89±1.84) years, (1.56±1.25) years, P<0.001]; patients with positive PBX1/TCF3 [6.58±4.83) years]were older than those with positive TEL/AML1 and positive MLL (all P<0.05); patients with positive MLL were younger than those with positive TEL/AML1 [(1.56±1.25) years vs.(3.89±1.84) years, P=0.001]; the white blood cell (WBC) count of positive MLL patients was higher than that of positive TEL/AML1 and positive BCR/ ABL patients [(76.97±19.87)×10 9/L vs.(16.94±2.28)×10 9/L, P=0.002; (76.97±19.87)×10 9/L vs.(20.53±6.49)×10 9/L, P<0.05]; the WBC count of PBX1/TCF3 positive children was higher than that of positive TEL/AML1 patients [(85.75±30.32)×10 9/L vs.(16.94±2.28)×10 9/L, P=0.002]. The immunotyping of positive MLL patients was dominated by early precursor B-ALL (14/19 cases), while the immunotyping of TEL/AML1 and BCR/ABL positive patients were dominated by common-B-ALL(57/70 cases and 11/15 cases). (4)The detection rates of chromosome karyotype analysis, FISH, and polymerase chain reaction (PCR) were used to detect molecular genetic abnormalities in primary ALL patients, the detection rate was 40.5% (126/403 cases), 69.2% (279/403 cases), and 29.7% (60/202 cases), respectively.The difference was statistically significant ( P<0.001). There was no significant difference in the abnormality detection rate between chromosome karyotype analysis and PCR ( P=0.71). (5)There was no significant difference in the detection rate of molecular cytogenetic abnormalities between different genders and age groups ( P=0.651, 0.721). There was a significant difference between the WBC count ≥50 × 10 9/L group and <50 × 10 9/L group(37/51 cases vs.107/352 cases, P<0.001). The detection rate of B-ALL genetic abnormalities was higher than that of T-ALL genetic abnormalities(275/374 cases vs.14/29 cases, P=0.005). Conclusions:There are a higher proportion of hyperdiploidy chromosomes in children ALL.The distribution of fusion genes is related to age, primary white blood cell count, and immunotyping.The three detection methods complement each other and greatly improve the detection rate of genetic abnormalities.The detection rate of T-ALL genetic abnormality is low, and new detection methods may be needed.

Objective:To investigate the effect of sodium arsenite (NaAsO 2) on transcriptional activity of nuclear factor E2-related factor 2 (Nrf2) signaling pathway in mouse lymph node vascular endothelial cell line (SVEC4-10). Methods:In vitro cell culture method was used to treat SVEC4-10 cells for 24 h with different doses of NaAsO 2 [0 (control), 2, 5, 10, 20, 50, 100, 150 μmol/L], and the cell viability was detected by tetrazole compound (MTS) method. The time-response relationship was studied with SVEC4-10 cells treated with 5 μmol/L NaAsO 2 for 0 (control), 2, 6 and 12 h; the dose-response relationship was studied with SVEC4-10 cells treated with 0 (control), 2, 5 and 10 μmol/L NaAsO 2 for 6 h; real-time fluorescence quantitative PCR (RT-qPCR) was used to detect the mRNA expression of Nrf2 and its downstream genes glutamate-cysteine ligase catalytic subunit (Gclc), glutamate-cysteine ligase modifier subunit (Gclm), NAD(P)H dehydrogenase quinone 1 (Nqo1) and metallothionein 1 (Mt1). Establishment of Nrf2 gene stably silenced (Nrf2-KD) cells using SVEC4-10 cells, the interference control (scramble, SCR) cells and Nrf2-KD cells were treated with 0(control), 10 and 20 μmol/L NaAsO 2 for 16 h, and apoptosis was detected by flow cytometry. Results:MTS test results showed that the cell viability of the control, 2, 5, 10, 20, 50, 100, 150 μmol/L NaAsO 2 treatment groups was (100.00 ± 19.53)%, (98.18 ± 9.85)%, (96.09 ± 30.04)%, (90.64 ± 8.74)%, (59.75 ± 12.09)%, (35.43 ± 8.58)%, (26.35 ± 5.89)% and (17.54 ± 4.48)%, respectivily. There was statistically significant difference in cell viability between different dose groups ( F = 18.30, P < 0.05); and the cell viability of the 20, 50, 100, 150 μmol/L NaAsO 2 treatment groups was significantly lower than that of the control group ( P < 0.05). The time-response relationship results showed that there were statistically significant differences in Nrf2, Gclc, Gclm, Nqo1 and Mt1 mRNA level between control, 2, 6 and 12 h treatment groups ( F = 56.69, 85.28, 90.82, 80.46, 758.60, P < 0.05); with extension of arsenic exposure time, the mRNA level of Nrf2, Gclc, Gclm and Mt1 first increased and then decreased, the mRNA level of Nqo1 increased continually; among them, the mRNA level of Nrf2 peaked at 2 h, the mRNA levels of Gclc, Gclm and Mt1 peaked at 6 h, and the mRNA level of Nqo1 peaked at 12 h. The dose-response relationship results showed that there were statistically significant differences in Nrf2, Gclc, Gclm, Nqo1 and Mt1 mRNA levels between control, 2, 5 and 10 μmol/L NaAsO 2 treatment groups ( F = 68.39, 72.26, 30.41, 397.00, 28.88, P < 0.05); with increasing of arsenic exposure dose, the mRNA levels of Nrf2, Gclc, Gclm, Nqo1 and Mt1 increased. The mRNA level of Nrf2 peaked at a dose of 5 μmol/L, and the mRNA levels of Gclc, Gclm, Nqo1 and Mt1 peaked at a dose of 10 μmol/L. Apoptosis test results showed that there were statistically significant differences in the apoptosis rates of SCR and Nrf2-KD cells between control, 10 and 20 μmol/L NaAsO 2 treatment groups ( F = 8.18, 9.66, P < 0.05); compared with the control group, the apoptosis rates of SCR and Nrf2-KD cells in the 20 μmol/L NaAsO 2 treatment group increased ( P < 0.05); and the apoptosis rate of Nrf2-KD cells in the 20 μmol/L NaAsO 2 treatment group was higher than that of SCR cells in the same dose group ( P < 0.05). Conclusions:NaAsO 2 exposure has caused the activation of Nrf2 signaling pathway in mouse lymph node vascular endothelial cell line SVEC4-10 cells, activated the adaptive antioxidant response, and altered transcriptional activity; while silence of Nrf2 has made SVEC4-10 cells more sensitive to NaAsO 2 toxicity.