Prediction for the recycle of phosphate tailings in enhanced gravity field based on machine learning and interpretable analysis.

Recleaning phosphate tailings using the low-cost enhanced gravity separation method is beneficial for maximizing the recovery of phosphorus element. A machine learning framework was constructed to predict the target variables of the yield, grade, and recovery from the feature variables of slurry concentration, backwash water pressure, and rotational frequency of bowl, whose data came from the phosphate tailings separation experiments in the enhanced gravity field. The coefficient of determination R and mean squared error were used to evaluate the performance of seven machine learning models.

ifDEEPre: large protein language-based deep learning enables interpretable and fast predictions of enzyme commission numbers.

Accurate understanding of the biological functions of enzymes is vital for various tasks in both pathologies and industrial biotechnology. However, the existing methods are usually not fast enough and lack explanations on the prediction results, which severely limits their real-world applications. Following our previous work, DEEPre, we propose a new interpretable and fast version (ifDEEPre) by designing novel self-guided attention and incorporating biological knowledge learned via large protein language models to accurately predict the commission numbers of enzymes and confirm their functions.

A Serious Game ("Fight With Virus") for Preventing COVID-19 Health Rumors: Development and Experimental Study.

Background: Health rumors arbitrarily spread in mainstream social media on the internet. Health rumors emerged in China during the outbreak of COVID-19 in early 2020. Many midelders/elders (age over 40 years) who lived in Wuhan believed these rumors.

Biocatalytic Steroidal 9α-Hydroxylation and Fragmentation Enable the Concise Chemoenzymatic Synthesis of 9,10-Secosteroids.

9,10-Secosteroids are an important group of marine steroids with diverse biological activities. Herein, we report a chemoenzymatic strategy for the concise, modular, and scalable synthesis of ten naturally occurring 9,10-secosteroids from readily available steroids in three to eight steps. The key feature lies in utilizing a Rieske oxygenase-like 3-ketosteroid 9α-hydroxylase (KSH) as the biocatalyst to achieve efficient C9-C10 bond cleavage and A-ring aromatization of tetracyclic steroids through 9α-hydroxylation and fragmentation.

Controllable skeletal reorganizations in natural product synthesis.

Covering: 2016 to 2023The synthetic chemistry community is always in pursuit of efficient routes to natural products. Among the many available general strategies, skeletal reorganization, which involves the formation, cleavage, and migration of C-C and C-heteroatom bonds, stands out as a particularly useful approach for the efficient assembly of molecular skeletons. In addition, it allows for late-stage modification of natural products for quick access to other family members or unnatural derivatives.

Parthenocarpy in : Advances for Economic and Environmental Sustainability.

Parthenocarpy is an important agricultural trait that not only produces seedless fruits, but also increases the rate of the fruit set under adverse environmental conditions. The study of parthenocarpy in crops has considerable implications for cultivar improvement. This article provides a comprehensive review of relevant studies on the parthenocarpic traits of several major crops and offers a perspective on future developments and research directions.

Improving denitrification performance of biofilm technology with salt-tolerant denitrifying bacteria agent for treating high-strength nitrate and sulfate wastewater from lab-scale to pilot-scale.

This study focused on the application of salt-tolerant denitrifying bacteria (DBA) in an optimized biofilm process to treat high sulfate-nitrate wastewater from lab-scale to pilot-scale. Lab-scale results demonstrated the salinity, DBA inoculum, supplementary carbon and phosphorus source significantly varied the startup periods at the range of 36-74 d, and the optimum initial start-up conditions were as follows: >0.6 g/L of DBA, 2-4 of C/N ratio, 0.

Phenytoin regulates osteogenic differentiation of human bone marrow stem cells by PI3K/Akt pathway.

Background: We mainly studied the mechanism by which phenytoin promotes osteogenic differentiation of human jawbone marrow stem cells.

Methods: Bone marrow stem cells were extracted from jaw bone tissue debris obtained from 5 subjects undergoing implant restoration. Osteogenic and adipogenic experiments proved cells stemness, and the expression of ALP, RUNX2, and OSX were detected by qPCR and Western blot.

Laparoscopic versus Robotic Hepatectomy: A Systematic Review and Meta-Analysis.

This study aimed to assess the surgical outcomes of robotic compared to laparoscopic hepatectomy, with a special focus on the meta-analysis method. Original studies were collected from three Chinese databases, PubMed, EMBASE, and Cochrane Library databases. Our systematic review was conducted on 682 patients with robotic liver resection, and 1101 patients were operated by laparoscopic platform.

Interdigitated photoconductive antenna-based two-color femtosecond laser filamentation THz time-domain spectral detection.

Two-color femtosecond (fs) laser filamentation in the gas medium is an effective way to generate broadband and high intensity terahertz (THz) pulse. The interdigitated photoconductive antenna (iPCA) has the advantages of both broadband detection and high signal-to-noise ratio (SNR), which is a very effective way to detect the THz pulse produced by two-color fs laser filamentation. The THz signal from two-color fs laser filamentation is comprehensively characterized by the iPCA, which achieves high SNR, high sensitivity, and polarization detection.

Sensing with Femtosecond Laser Filamentation.

Femtosecond laser filamentation is a unique nonlinear optical phenomenon when high-power ultrafast laser propagation in all transparent optical media. During filamentation in the atmosphere, the ultrastrong field of 10-10 W/cm with a large distance ranging from meter to kilometers can effectively ionize, break, and excite the molecules and fragments, resulting in characteristic fingerprint emissions, which provide a great opportunity for investigating strong-field molecules interaction in complicated environments, especially remote sensing. Additionally, the ultrastrong intensity inside the filament can damage almost all the detectors and ignite various intricate higher order nonlinear optical effects.

TIE1 and TIE2 transcriptional repressors dampen cytokinin response during root development.

Cytokinin plays critical roles in root development. Cytokinin signaling depends on activation of key transcription factors known as type B response regulators (ARRs). However, the mechanisms underlying the finely tuned regulation of type B ARR activity remain unclear.

A novel model based on liquid-liquid phase separation-Related genes correlates immune microenvironment profiles and predicts prognosis of lung squamous cell carcinoma.

Objective: The aim of the study was to construct and validate a robust prognostic model based on liquid-liquid phase separation (LLPS)-related genes in lung squamous cell carcinoma (LUSC).

Methods: The Cancer Genome Atlas dataset was used as the discovery set to identify the LLPS-related differentially expressed genes (DEGs) between LUSC and normal tissue. These DEGs were screened by the LASSO Cox regression analysis to identify the genes with nonzero coefficient, which were next included in the multivariate Cox regression analysis to construct the prediction model.

Analysis of the genetic structure and diversity of upland cotton groups in different planting areas based on SNP markers.

Genetic diversity, kinship and population genetic structure analyses of Gossypium hirsutum germplasm can provide a better understanding of the origin and evolution of G. hirsutum biodiversity. In this study, adopt 273 elite upland cotton cultivar accessions collected from around the world, and especially from China to get 1,313,331 SNP molecular markers, it were used to construct a phylogenetic tree of each sample using MEGAX, to perform population structure analysis by ADMIXTURE software and principal component analysis (PCA) by EIGENSOFT software, and to estimate relatedness using SPAGeDi.

Sweat Gland Carcinoma of the Head and Neck: Case Report and Literature Review.

Introduction: The main aim of this article is to discuss and summarize the research advancements and the treatment methods for sweat gland carcinoma (SGC) based on 2 cases of SGC in our hospital and the related literature.

Case Report: This article presents 2 patients with SGC who were treated in the China Medical University, Liaoning Provincial Key Laboratory of Oral Diseases from 2007 to 2019. We analyzed the clinical features, therapies, and prognosis of the patients and searched for related literatures.

Concise Synthesis of 9,11-Secosteroids Pinnigorgiols B and E.

Pinnigorgiols B and E are 9,11-secosteroids with a unique tricyclic γ-diketone framework. Herein, we report the first synthesis of these natural products from inexpensive, commercially available ergosterol. This synthesis features a semipinacol rearrangement and an acyl radical cyclization/hemiketalization cascade; the latter efficiently assembled the tricyclic γ-diketone skeleton, with two rings and three contiguous stereogenic centers being formed in a single step.

Comparison of donor site complications of supra- versus subfascially harvested anterolateral thigh perforator free flaps: A meta-analysis.

Objective: This study aimed to compare the complications at the donor site of supra- versus subfascially harvested anterolateral thigh perforator free flaps.

Method: We searched PubMed, Web of Science, EMBASE, the Chinese BioMedical Literature Database (CBM) and the Cochrane Library until December 31, 2018, to identify studies that compared complications at the donor site of the supra- versus subfascially raised anterolateral thigh perforator free flaps. Two authors individually extracted the data and performed the quality assessments.

Quality of Life After Oral Cancer Resection and Free Flap Reconstruction.

Purpose: This study focused on quality of life for patients in northeast China who underwent oral cancer resection directly before flap reconstruction. In addition, this study compared differences among the radial forearm free flap (RFFF), ulnar forearm free flap (UFFF), and anterolateral thigh flap (ALTF) for defect reconstruction.

Materials And Methods: To assess patients' quality of life, the University of Washington Quality of Life and 14-item Oral Health Impact Profile (OHIP-14) questionnaires were completed 6 months after reconstruction.

Glutathione Might Attenuate Cadmium-Induced Liver Oxidative Stress and Hepatic Stellate Cell Activation.

The liver is a major organ involved in cadmium (Cd)-induced oxidative damage. Following liver injury, hepatic stellate cells (HSCs) are activated to participate in the wound healing process, but also facilitate liver fibrosis. Previous studies have observed fibrogenic effects of Cd on liver.