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1.
Front Plant Sci ; 15: 1364185, 2024.
Article in English | MEDLINE | ID: mdl-38685961

ABSTRACT

Peanut pod rot is one of the major plant diseases affecting peanut production and quality over China, which causes large productivity losses and is challenging to control. To improve the disease resistance of peanuts, breeding is one significant strategy. Crucial preventative and management measures include grading peanut pod rot and screening high-contributed genes that are highly resistant to pod rot should be carried out. A machine vision-based grading approach for individual cases of peanut pod rot was proposed in this study, which avoids time-consuming, labor-intensive, and inaccurate manual categorization and provides dependable technical assistance for breeding studies and peanut pod rot resistance. The Shuffle Attention module has been added to the YOLOv5s (You Only Look Once version 5 small) feature extraction backbone network to overcome occlusion, overlap, and adhesions in complex backgrounds. Additionally, to reduce missing and false identification of peanut pods, the loss function CIoU (Complete Intersection over Union) was replaced with EIoU (Enhanced Intersection over Union). The recognition results can be further improved by introducing grade classification module, which can read the information from the identified RGB images and output data like numbers of non-rotted and rotten peanut pods, the rotten pod rate, and the pod rot grade. The Precision value of the improved YOLOv5s reached 93.8%, which was 7.8%, 8.4%, and 7.3% higher than YOLOv5s, YOLOv8n, and YOLOv8s, respectively; the mAP (mean Average Precision) value was 92.4%, which increased by 6.7%, 7.7%, and 6.5%, respectively. Improved YOLOv5s has an average improvement of 6.26% over YOLOv5s in terms of recognition accuracy: that was 95.7% for non-rotted peanut pods and 90.8% for rotten peanut pods. This article presented a machine vision- based grade classification method for peanut pod rot, which offered technological guidance for selecting high-quality cultivars with high resistance to pod rot in peanut.

2.
J Prosthet Dent ; 2024 Mar 21.
Article in English | MEDLINE | ID: mdl-38519327

ABSTRACT

STATEMENT OF PROBLEM: The esthetic assessment of smile lines by laypersons is a subject of ongoing debate. However, smile lines often appear with different types of upper lip curvature, which further complicates the esthetic assessment process, and studies on this combination are lacking. PURPOSE: The purpose of this clinical study was to investigate a layperson's esthetic perception of smile lines and upper lip combined images. MATERIAL AND METHODS: Twenty-six smile images resulting from combinations of 3 upper lip types, 4 anterior smile line types, and 3 posterior smile line types were generated by an image editing software program. Eighty-three laypersons (39 men and 44 women; 18 to 35 years of age) completed rating images using a visual analog scale. Unattractive smiles were designated to be those with scores <50 and attractive ones with scores ≥50. Data were analyzed using 1-way analysis of variance and Bonferroni post hoc tests (α=.05). RESULTS: High anterior smile line with gingival display >4 mm obtained significantly lower scores of <50 when combined with all upper lip curvatures (upward: 28.29 ±22.79, straight: 38.74 ±23.00, downward: 30.67 ±22.25, P<.01). High anterior smile lines with gingival display ≤4 mm combined with upward and straight upper lip curvature images obtained significantly higher scores, and all were ≥50 (upward: 63.24 ±22.22, straight: 61.40 ±21.58, P<.01). CONCLUSIONS: From a layperson's perspective, high anterior smile lines with gingival display >4 mm combined with any lip type were determined to be unattractive. If gingival display was ≤4 mm combined with both upward and straight lip types, the smile was assessed as attractive.

3.
Microorganisms ; 11(10)2023 Oct 23.
Article in English | MEDLINE | ID: mdl-37894270

ABSTRACT

The phylum Chloroflexota (formerly Chloroflexi) encompasses metabolically diverse bacteria that often have high prevalence in terrestrial and aquatic habitats, some even with biotechnological application. However, there is substantial disagreement in public databases which lineage should be considered a member of the phylum and at what taxonomic level. Here, we addressed these issues through extensive phylogenomic analyses. The analyses were based on a collection of >5000 Chloroflexota genomes and metagenome-assembled genomes (MAGs) from public databases, novel environmental sites, as well as newly generated MAGs from publicly available sequence reads via an improved binning approach incorporating covariance information. Based on calculated relative evolutionary divergence, we propose that Candidatus Dormibacterota should be listed as a class (i.e., Ca. Dormibacteria) within Chloroflexota together with the classes Anaerolineae, Chloroflexia, Dehalococcoidia, Ktedonobacteria, Ca. Limnocylindria, Thermomicrobia, and two other classes containing only uncultured members. All other Chloroflexota lineages previously listed at the class rank appear to be rather orders or families in the Anaerolineae and Dehalococcoidia, which contain the vast majority of genomes and exhibited the strongest phylogenetic radiation within the phylum. Furthermore, the study suggests that a common ecophysiological capability of members of the phylum is to successfully cope with low energy fluxes.

4.
Materials (Basel) ; 16(13)2023 Jun 27.
Article in English | MEDLINE | ID: mdl-37444959

ABSTRACT

The simple shear test shows significant advantages when measuring the hardening and shear properties of thin sheet metal at large strains. However, previous shear tests had an end effect caused by local stress concentration and a boundary effect caused by deformation overflow, resulting in non-uniform strain distribution in the shear zone. Therefore, a unique V-shaped double-shear-zone specimen is proposed to measure the Bauschinger effect under cyclic shear loading conditions in this paper. Simple shear experiments and three different types of cycle shear experiments are conducted to analyze the uniformity of deformation in the shear zone and the effect of pre-strain and the number of cyclic loads on the Bauschinger effect of Q890 high-strength steel sheets. The results indicate that the proposed V-shaped double-shear-zone specimen can still maintain uniform shear deformation in forward/reverse cyclic loading experiments, even at large strains. Q890 high-strength steel exhibits a significant Bauschinger effect, which is more pronounced with the increase in shear pre-strain and loading cycles. The results of this paper provide a new approach for studying the hardening characteristics under large strain and the mechanical properties under cyclic shear loading for metal sheets.

5.
Fa Yi Xue Za Zhi ; 39(1): 57-65, 2023 Feb 25.
Article in English, Chinese | MEDLINE | ID: mdl-37038857

ABSTRACT

Lung is the largest organ of the respiratory system. During hypoxia, pulmonary cells undergo rapid damage changes and activate the self-rescue pathways, thus leading to complex biomacromolecule modification. Death from mechanical asphyxia refers to death due to acute respiratory disorder caused by mechanical violence. Because of the absence of characteristic signs in corpse, the accurate identification of mechanical asphyxia has always been the difficulty in forensic pathology. This paper reviews the biomacromolecule changes under the pulmonary hypoxia condition and discusses the possibility of application of these changes to accurate identification of death from mechanical asphyxia, aiming to provide new ideas for related research.


Subject(s)
Asphyxia , Hypoxia , Humans , Asphyxia/etiology , Asphyxia/pathology , Cause of Death , Hypoxia/pathology , Lung/pathology , Forensic Pathology
6.
J Hazard Mater ; 443(Pt A): 130220, 2023 Feb 05.
Article in English | MEDLINE | ID: mdl-36308931

ABSTRACT

As(III) oxidation-dependent biological nitrogen fixing (As-dependent BNF) bacteria use a novel biogeochemical process observed in tailings recently. However, our understanding of microorganisms responsible for As-dependent BNF is limited and whether such a process occurs in As-contaminated soils is still unknown. In this study, two contrasting types of soils (surface soils versus river sediments) heavily contaminated by As were selected to study the occurrence of As-dependent BNF. BNF was observed in sediments and soils amended with As(III), whereas no apparent BNF was found in the cultures without As(III). The increased abundances of the nitrogenase gene (nifH) and As(III) oxidation gene (aioA) suggest that an As-dependent BNF process was catalyzed by microorganisms harboring nifH and aioA. In addition, DNA-SIP demonstrated that Thiobacillus spp. and Anaeromyxobacter spp. were putative As-dependent BNF bacteria in As-contaminated soils and sediments, respectively. Metagenomic analysis further suggested that these taxa contained genes responsible for BNF, As(III) oxidation, and CO2 fixation, demonstrating their capability for serving as As-dependent BNF. These results indicated the occurrence of As-dependent BNF in various As-contaminated habitats. The contrasting geochemical conditions in different types of soil suggested that these conditions may enrich different As-dependent BNF bacteria (Thiobacillus spp. for soils and Anaeromyxobacter spp. for sediments).


Subject(s)
Arsenic , Arsenites , Thiobacillus , Nitrogen Fixation , Nitrogen , Thiobacillus/genetics , Soil Microbiology , Soil/chemistry , Bacteria
7.
Environ Sci Technol ; 57(1): 231-243, 2023 01 10.
Article in English | MEDLINE | ID: mdl-36525577

ABSTRACT

Nitrogen (N) deficiency in mining-contaminated habitats usually hinders plant growth and thus hampers tailing revegetation. Biological N fixation (BNF) is an essential biogeochemical process that contributes to the initial accumulation of N in oligotrophic mining-contaminated regions. Previous studies reported that chemolithotrophic rather than heterotrophic diazotrophs frequently dominated in the mining-contaminated regions. Chemolithotrophic diazotrophs may utilize elements abundant in such habitats (e.g., sulfur (S), arsenic (As), and antimony (Sb)) as electron donors to fix N2. BNF fueled by the oxidation of S and As has been detected in previous studies. However, BNF fueled by Sb(III) oxidation (Sb-dependent BNF) has never been reported. The current study observed the presence of Sb-dependent BNF in slurries inoculated from Sb-contaminated habitats across the South China Sb belt, suggesting that Sb-dependent BNF may be widespread in this region. DNA-stable isotope probing identified bacteria associated with Rhodocyclaceae and Rhizobiaceae as putative microorganisms responsible for Sb-dependent BNF. Furthermore, metagenomic-binning demonstrated that Rhodocyclaceae and Rhizobiaceae contained essential genes involved in Sb(III) oxidation, N2 fixation, and carbon fixation, suggesting their genetic potential for Sb-dependent BNF. In addition, meta-analysis indicated that these bacteria are widespread among Sb-contaminated habitats with different niche preferences: Rhodocyclaceae was enriched in river sediments and tailings, while Rhizobiaceae was enriched only in soils. This study may broaden our fundamental understanding of N fixation in Sb-mining regions.


Subject(s)
Arsenic , Nitrogen Fixation , Antimony/analysis , Antimony/chemistry , Oxidation-Reduction , Ecosystem , Nitrogen/analysis
8.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-993719

ABSTRACT

Objective:To report the results of national surveillance on the distribution and antimicrobial resistance profile of clinical bacterial isolates from bloodstream infections in China in 2021.Methods:The clinical bacterial strains isolated from blood culture from member hospitals of Blood Bacterial Resistant Investigation Collaborative System (BRICS) were collected during January 2021 to December 2021. Antibiotic susceptibility tests were conducted by agar dilution or broth dilution methods recommended by Clinical Laboratory Standards Institute (CLSI). WHONET 5.6 was used to analyze data.Results:During the study period, 11 013 bacterial strains were collected from 51 hospitals, of which 2 782 (25.3%) were Gram-positive bacteria and 8 231 (74.7%) were Gram-negative bacteria. The top 10 bacterial species were Escherichia coli (37.6%), Klebsiella pneumoniae (18.9%), Staphylococcus aureus (9.8%), coagulase-negative Staphylococci (6.3%), Pseudomonas aeruginosa (3.6%), Enterococcus faecium (3.6%), Acinetobacter baumannii (2.8%), Enterococcus faecalis (2.7%), Enterobacter cloacae (2.5%) and Klebsiella spp (2.1%). The prevalence of methicillin-resistant Staphylococcus aureus (MRSA) and methicillin-resistant coagulase-negative Staphylococcus aureus were 25.3% and 76.8%, respectively. No glycopeptide- and daptomycin-resistant Staphylococci was detected; more than 95.0% of Staphylococcus aureus were sensitive to ceftobiprole. No vancomycin-resistant Enterococci strains were detected. The rates of extended spectrum B-lactamase (ESBL)-producing isolated in Escherichia coli, Klebsiella pneumoniae and Proteus mirabilis were 49.6%, 25.5% and 39.0%, respectively. The prevalence rates of carbapenem-resistance in Escherichia coli and Klebsiella pneumoniae were 2.2% and 15.8%, respectively; 7.9% of carbapenem-resistant Klebsiella pneumoniae was resistant to ceftazidime/avibactam combination. Ceftobiprole demonstrated excellent activity against non-ESBL-producing Escherichia coli and Klebsiella pneumoniae. Aztreonam/avibactam was highly active against carbapenem-resistant Escherichia coli and Klebsiella pneumoniae. The prevalence rate of carbapenem-resistance in Acinetobacter baumannii was 60.0%, while polymyxin and tigecycline showed good activity against Acinetobacter baumannii (5.5% and 4.5%). The prevalence of carbapenem-resistance in Pseudomonas aeruginosa was 18.9%. Conclusions:The BRICS surveillance results in 2021 shows that the main pathogens of blood stream infection in China are gram-negative bacteria, in which Escherichia coli is the most common. The MRSA incidence shows a further decreasing trend in China and the overall prevalence of vancomycin-resistant Enterococci is low. The prevalence of Carbapenem-resistant Klebsiella pneumoniae is still on a high level, but the trend is downwards.

9.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-993363

ABSTRACT

Objective:To compare the effects of laparoscopic versus open liver resection for colorectal cancer liver metastasis on the interval between surgery and chemotherapy, the perioperative outcomes and the prognosis of patients.Methods:A total of 127 patients undergoing colorectal cancer liver metastasis resection in the Department of General Surgery, Huashan Hospital, Fudan University, from January 2014 to February 2023 were retrospectively analyzed, including 81 males and 46 females, aged (60.0±8.9) years. Based on surgical approaches, the patients were divided into the laparoscopic group ( n=33) and the open group ( n=94). After propensity score matching (PSM), 26 cases in the laparoscopic group were matched with 45 cases in the open group. The maximum tumor diameter, proportion of tumors involving both lobes, and proportion of solitary tumors, interval between surgery and first cycle of chemotherapy, postoperative complications, postoperative hospital stay and the prognosis of patients were compared between the two groups after matching. Survival curves and rates were analyzed by Kaplan-Meier and log-rank test. Results:After PSM, there were no significant differences in the baseline data of patients, including tumor maximum diameter, proportion of tumors involving both lobes, and proportion of solitary tumors between the two groups (all P>0.05), indicating comparability. After matching, the interval between surgery and first cycle of chemotherapy in the laparoscopic group (34.4±11.2) d was shorter than that in the open group (46.7±28.0) d, the laparoscopic group had a lower incidence of postoperative complications[0 vs 20.0%(9/45)] and a shorter postoperative hospital stay[6.0 (5.0, 6.2) d vs 8.0 (7.0, 11.5) d] compared to the open group (all P<0.05). There was no significant difference in the recurrence-free survival rate (χ 2=3.27, P=0.070) and the cumulative survival rate (χ 2=0.001, P=0.974) between the two groups. Conclusion:In patients with colorectal cancer liver metastasis, laparoscopic liver surgery showed a lower incidence of postoperative complications and a shorter postoperative hospital stay compared to open surgery. The interval between surgery and first cycle of chemotherapy is shorter after laparoscopic surgery. The long-term prognosis is comparable in the laparoscopic and open surgery.

10.
Chinese Medical Journal ; (24): 2324-2329, 2023.
Article in English | WPRIM (Western Pacific) | ID: wpr-1007536

ABSTRACT

BACKGROUND@#Vaccination has been shown effective in controlling the global coronavirus disease 2019 (COVID-19) pandemic and reducing severe cases. This study was to assess the flare and change in disease activity after COVID-19 vaccination in patients with stable rheumatoid arthritis (RA).@*METHODS@#A prospective cohort of RA patients in remission or with low disease activity was divided into a vaccination group and a non-vaccination group based on their COVID-19 vaccination status. Each of them was examined every 3 to 6 months. In the vaccination group, disease activity was compared before and after vaccination. The rates of flare defined as disease activity scores based on 28-joint count (DAS28) >3.2 with ΔDAS28 ≥0.6 were compared between vaccination and non-vaccination groups.@*RESULTS@#A total of 202 eligible RA patients were enrolled. Of these, 98 patients received no vaccine shot (non-vaccination group), and 104 patients received two doses of vaccine (vaccination group). The median time interval from pre-vaccination visit to the first immunization and from the second dose of vaccine to post-vaccination visit was 67 days and 83 days, respectively. The disease activity scores at pre-vaccination and post-vaccination visits in the vaccination group patients were similar. At enrollment, gender, RA disease course, seropositivity, and disease activity were comparable across the two groups. Flare was observed in five (4.8%) of the vaccination group patients and nine (9.2%) of the non-vaccination group patients at post-vaccination assessment ( P  = 0.221). In terms of safety, 29 (27.9%) patients experienced adverse events (AEs) after vaccination. No serious AEs occurred.@*CONCLUSIONS@#COVID-19 vaccinations had no significant effect on disease activity or risk of flare in RA patients in remission or with low disease activity. Patients with stable RA should be encouraged to receive the COVID-19 vaccination.


Subject(s)
Humans , Arthritis, Rheumatoid , Cohort Studies , COVID-19/prevention & control , COVID-19 Vaccines/adverse effects , East Asian People , Prospective Studies , Vaccination/adverse effects
11.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-1005838

ABSTRACT

Children are also at high risk of novel coronavirus infection. However, as children are in the developmental stage and their phylogeny is not yet complete, adult guidelines cannot be directly copied in the diagnosis and treatment of SARS-CoV-2 infection in children. Therefore, The Second Affiliated Hospital of Xi’an Jiaotong University organized relevant professionals of Children’s Hospital. Based on the "Diagnosis and Treatment Plan for SARS-CoV-2 Infection (Trial 10th Edition)" issued by the General Office of the National Health Commission of the State Administration of Traditional Chinese Medicine, the diagnosis and treatment plan suggestions for children with novel coronavirus infection in The Second Affiliated Hospital of Xi’an Jiaotong University were formulated by referring to several instructive diagnosis and treatment plans and combining our hospital’s experience in treating children with SARS-CoV-2 infection. This recommendation makes a concise and practical description from the perspectives of epidemiology, clinical manifestations, clinical typing, treatment and nursing of children infected with SARS-CoV-2, and also makes recommendations for the diagnosis and treatment of high-risk factors and complications for the reference of front-line clinical pediatricians so as to achieve timely and reasonable diagnosis and treatment of children infected with SARS-CoV-2. Early identification and active treatment of high-risk and critically patients can minimize the harm caused by complications.

12.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-964948

ABSTRACT

Sjögren's syndrome (SS), a disorder of immune system, is one of the dominant diseases treated by traditional Chinese medicine (TCM). China Association of Chinese Medicine organized experts in the field of TCM and western medicine rheumatology and pharmacology to discuss the advantages and optimal regimens of TCM for the treatment of SS. The experts generally agreed on the low early diagnosis rate of SS and the lack of targeted therapeutic drugs. In addition, autoimmune abnormality is the key factor in the occurrence of SS and deficiency of both Qi and Yin is the core pathogenesis. SS has unique tongue manifestations, which is expected to allow for the early diagnosis and treatment with integrated traditional Chinese and western medicine. TCM has advantages in treating SS in terms of alleviating clinical symptoms and systemic involvement, individualized treatment, relieving sleep and mood disorders, preventing the occurrence in the early stage, and enhancing the effectiveness and reducing toxicity in the treatment by integrated TCM and western medicine. In general, TCM has advantages in different stages of SS. Internal and external use of TCM, acupuncture, and acupotome are all available options. The optimal regimens should be determined on the basis of pattern identification, stage of disease, and the advantages of TCM. Clinical characteristics and biomarkers of SS should be studied to classify patients, so as to design precision evidence-based TCM regimens for SS. On the basis of unique tongue manifestations of SS, models for early diagnosis and poor prognosis identification of SS should also be established to achieve early prevention and treatment and to improve the prognosis. In the future, we should vigorously carry out high-quality evidence-based medical research on the treatment of SS by TCM and integrated traditional Chinese and western medicine and develop relevant guidelines to optimize and standardize current diagnosis and treatment, thereby laying a basis for clarifying and explaining the advantages of TCM in treating SS.

13.
Journal of Forensic Medicine ; (6): 57-65, 2023.
Article in English | WPRIM (Western Pacific) | ID: wpr-984181

ABSTRACT

Lung is the largest organ of the respiratory system. During hypoxia, pulmonary cells undergo rapid damage changes and activate the self-rescue pathways, thus leading to complex biomacromolecule modification. Death from mechanical asphyxia refers to death due to acute respiratory disorder caused by mechanical violence. Because of the absence of characteristic signs in corpse, the accurate identification of mechanical asphyxia has always been the difficulty in forensic pathology. This paper reviews the biomacromolecule changes under the pulmonary hypoxia condition and discusses the possibility of application of these changes to accurate identification of death from mechanical asphyxia, aiming to provide new ideas for related research.


Subject(s)
Humans , Asphyxia/pathology , Cause of Death , Hypoxia/pathology , Lung/pathology , Forensic Pathology
14.
Water Res ; 226: 119247, 2022 Nov 01.
Article in English | MEDLINE | ID: mdl-36270146

ABSTRACT

Vanadium (V) is a transitional metal that poses health risks to exposed humans. Microorganisms play an important role in remediating V contamination by reducing more toxic and mobile vanadate (V(V)) to less toxic and mobile V(IV). In this study, DNA-stable isotope probing (SIP) coupled with metagenomic-binning was used to identify microorganisms responsible for V(V) reduction and determine potential metabolic mechanisms in cultures inoculated with a V-contaminated river sediment. Anaeromyxobacter and Geobacter spp. were identified as putative V(V)-reducing bacteria, while Methanosarcina spp. were identified as putative V(V)-reducing archaea. The bacteria may use the two nitrate reductases NarG and NapA for respiratory V(V) reduction, as has been demonstrated previously for other species. It is proposed that Methanosarcina spp. may reduce V(V) via anaerobic methane oxidation pathways (AOM-V) rather than via respiratory V(V) reduction performed by their bacterial counterparts, as indicated by the presence of genes associated with anaerobic methane oxidation coupled with metal reduction in the metagenome assembled genome (MAG) of Methanosarcina. Briefly, methane may be oxidized through the "reverse methanogenesis" pathway to produce electrons, which may be further captured by V(V) to promote V(V) reduction. More specially, V(V) reduction by members of Methanosarcina may be driven by electron transport (CoMS-SCoB heterodisulfide reductase (HdrDE), F420H2 dehydrogenases (Fpo), and multi-heme c-type cytochrome (MHC)). The identification of putative V(V)-reducing bacteria and archaea and the prediction of their different pathways for V(V) reduction expand current knowledge regarding the potential fate of V(V) in contaminated sites.


Subject(s)
Archaea , Metagenome , Humans , Archaea/genetics , Archaea/metabolism , Vanadates/metabolism , Vanadium/metabolism , Ecosystem , Anaerobiosis , Bacteria/genetics , Bacteria/metabolism , Methane/metabolism , Methanosarcina/genetics , Oxidation-Reduction , Isotopes , DNA/metabolism
15.
Environ Pollut ; 312: 120040, 2022 Nov 01.
Article in English | MEDLINE | ID: mdl-36030950

ABSTRACT

Arsenite (As(III)) is more toxic, mobilizable and bioavailable than arsenate (As(V)). Hence, the transformations between As(III) and As(V) are crucial for the toxicity and mobility of arsenic (As). However, As transformation and microbial communities involved in alkaline soils are largely unknown. Here we investigate two major pathways of As transformation, i.e., As(III) oxidation and As(V) reduction, and identify the bacteria involved in the alkaline soil by combining stable isotope probing with shotgun metagenomic sequencing. As(III) oxidation and significant increase of the aioA genes copies were observed in the treatments amended with As(III) and NO3-, suggesting that As(III) oxidation can couple with nitrate reduction and was mainly catalyzed by the microorganisms containing aioA genes. As(V) reduction was detected in the treatments amended with As(V) and acetate where the abundance of arrA gene significantly increased, indicating that microorganisms with arrA genes were the key As(V) reducers. Acidovorax, Hydrogenophaga, and Ramlibacter were the putative nitrate-dependent As(III) oxidizers, and Deinococcus and Serratia were the putative respiratory As(V) reducers. These findings will improve our understanding of As metabolism and are meaningful for mapping out bioremediation strategies of As contamination in alkaline environment.


Subject(s)
Arsenic , Arsenites , Arsenates/metabolism , Arsenic/metabolism , Arsenites/metabolism , Bacteria/genetics , Bacteria/metabolism , Isotopes/metabolism , Nitrates/metabolism , Oxidation-Reduction , Soil , Soil Microbiology
16.
Neurosci Lett ; 779: 136550, 2022 05 14.
Article in English | MEDLINE | ID: mdl-35227774

ABSTRACT

The fluctuation of heart rate is regulated by autonomic nervous system. In human sleep, the autonomic nervous system plays a leading role. Therefore, we can use heart-rate variability (HRV) to stage the sleep process. Based on two independent public datasets, we construct three end-to-end automatic sleep staging models: fully connected neural networks (FCN), convolutional neural networks (CNN) and long short-term memory networks (LSTM). Only the HRV sequence was used to classify and identify the four sleep stages of the subject's sleep process: wake(W), light sleep (LS), slow-wave sleep (SWS) and rapid eye movement (REM), and the confusion matrix was calculated. The three models were compared by performance index (precision, accuracy, F1, Kappa statistic) and Friedman test. Among these models, the CNN has the best classification effect. The precision of W, REM, LS and SWS were 88.31%, 98.07%, 81.16% and 99.36%, respectively. It's the average accuracy, average F1 value and Kappa statistic were 91.72%, 0.8850 and 0.8844 ±â€¯0.0095, respectively. The experimental results show that the convolutional neural network can achieve good sleep staging effect based on the signal of HRV solely, which is suitable for sleep detection in the home.


Subject(s)
Neural Networks, Computer , Sleep Stages , Heart Rate/physiology , Humans , Sleep , Sleep Stages/physiology , Sleep, REM
17.
J Hazard Mater ; 430: 128390, 2022 05 15.
Article in English | MEDLINE | ID: mdl-35152106

ABSTRACT

The increasing use of plastic film mulching has caused the accumulation of plastic film residue in soil. To date, most researches on the plastisphere have focused on bacterial and fungal communities, with few on protistan community, especially in terrestrial ecosystems. To understand plastisphere protistan communities, we collected plastic film residues from plastic-mulching croplands. The plastisphere significantly altered the alpha-diversity, structure, and composition of taxonomic and functional (consumers, phototrophs, and parasites) communities. In both the plastisphere and surrounding soil, although some consumers dominated the protistan community network, while their performance was weakened by mulch application. The ecological networks of the plastisphere community presented higher modularity, less complexity, and a lower proportion of positive connections than the networks of surrounding soil. In addition, the enriched plant pathogens (e.g., Spongospora) and keystone taxa classified as plant pathogens (e.g., Pythium) in the plastisphere imply that plastic film residues may pose a risk to soil health and plant performance. Neutral-based processes dominated the assembly of the plastisphere protistan communities, whereas niche-based processes governed the protistan community assembly of surrounding soil. This study reveals that plastic film residues generate a unique niche for protistan colonization, which disturbs protistan communities and threatens agricultural ecosystem health and function.


Subject(s)
Ecosystem , Plastics , Crops, Agricultural , Soil , Soil Microbiology
18.
Environ Sci Technol ; 56(3): 2033-2043, 2022 02 01.
Article in English | MEDLINE | ID: mdl-35006678

ABSTRACT

Biological nitrogen fixation (BNF) has important environmental implications in tailings by providing bioavailable nitrogen to these habitats and sustaining ecosystem functions. Previously, chemolithotrophic diazotrophs that dominate in mine tailings were shown to use reduced sulfur (S) as the electron donor. Tailings often contain high concentrations of As(III) that might function as an alternative electron donor to fuel BNF. Here, we tested this hypothesis and report on BNF fueled by As(III) oxidation as a novel biogeochemical process in addition to BNF fueled by S. Arsenic (As)-dependent BNF was detected in cultures inoculated from As-rich tailing samples derived from the Xikuangshan mining area in China, as suggested by nitrogenase activity assays, quantitative polymerase chain reaction, and 15N2 enrichment incubations. As-dependent BNF was also active in eight other As-contaminated tailings and soils, suggesting that the potential for As-dependent BNF may be widespread in As-rich habitats. DNA-stable isotope probing identified Serratia spp. as the bacteria responsible for As-dependent BNF. Metagenomic binning indicated that the essential genes for As-dependent BNF [i.e., nitrogen fixation, As(III) oxidation, and carbon fixation] were present in Serratia-associated metagenome-assembled genomes. Over 20 Serratia genomes obtained from NCBI also contained essential genes for both As(III) oxidation and BNF (i.e., aioA and nifH), suggesting that As-dependent BNF may be a widespread metabolic trait in Serratia spp.


Subject(s)
Arsenic , Nitrogen Fixation , Ecosystem , Nitrogen/analysis , Serratia/genetics , Serratia/metabolism , Soil Microbiology
19.
Environ Sci Pollut Res Int ; 29(27): 41219-41230, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35088267

ABSTRACT

Seawater intrusion has a detrimental effect on agriculture, industry, and human health. One question of particular interest is how the microbial community responds to and reflects seawater intrusion with seasonal variation. The current study explored the seasonal changes in bacterial community composition and interaction in the vicinity of Pearl River Estuary in dry season (January) and wet season (September). Results indicated that the salinity of sediment samples obtained in dry season was higher than that in wet season. The salt stress induced a declined alpha diversity but resulted in a loosely connected and unstable biotic interaction network in the bacterial communities. Random forest prediction and redundancy analysis of bacterial community indicated that salinity substantially affected the bacterial communities. Multiple lines of evidence, including the enrichment of bacterial taxa in the high-salinity location, microbe-microbe interactions, environment-microbe interactions, and machine learning approach, demonstrated that the families Moraxellaceae and Planococcaceae were the keystone taxa and were resistant to salt stress, which suggested that both of them can be used as potential biological indicators of monitoring and controlling seawater intrusion in coastal zone areas.


Subject(s)
Environmental Biomarkers , Seawater , Bacteria , Environmental Monitoring , Fresh Water/microbiology , Humans , Rivers/microbiology , Seasons , Seawater/microbiology
20.
Leg Med (Tokyo) ; 54: 101996, 2022 Feb.
Article in English | MEDLINE | ID: mdl-34864482

ABSTRACT

Transverse fracture of the skull base is common both in the crushing of temporal regions of the skull and in the case of force acting on one temporal region. However, the mechanism of transverse skull base fracture caused by maxillofacial force has not been fully clarified. To provide an injury identification basis for forensic pathologists and clinicians, this paper combines accident reconstruction and finite element analysis methods to study the injury mechanism of an incomplete transverse fracture of skull base after the injured individual's mandible was subjected to violence in a traffic accident. The results show that after the injured individual's mandible was subjected to violence, forces in the direction of the left mandibular fossa and the right mandibular fossa were generated, creating the component forces. The combination of the two forces can produce a crushing effect toward the center of the skull base, as if the left and right temporal regions are being crushed, and the stress is concentrated at the joint of the mandible, the middle cranial fossa and the hypophyseal fossa. When the stress exceeds a certain limit, it will cause a transverse fracture of the skull base.


Subject(s)
Fractures, Bone , Skull Fractures , Finite Element Analysis , Humans , Mandible , Skull Base
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