Discriminative Domain Adaption Network for Simultaneously Removing Batch Effects and Annotating Cell Types in Single-Cell RNA-Seq.

Machine learning techniques have become increasingly important in analyzing single-cell RNA and identifying cell types, providing valuable insights into cellular development and disease mechanisms. However, the presence of batch effects poses major challenges in scRNA-seq analysis due to data distribution variation across batches. Although several batch effect mitigation algorithms have been proposed, most of them focus only on the correlation of local structure embeddings, ignoring global distribution matching and discriminative feature representation in batch correction.

Dihydrotanshinone I induces necroptosis and cell cycle arrest in gastric cancer through the PTPN11/p38 pathway.

In this study, MTT assays, apoptosis detection, immunofluorescence, and functional studies were used to elucidate the mechanisms underlying the effects of dihydrotanshinone I (DHT) on gastric cancer cells. Drug target prediction and analysis were conducted to identify potential targets of DHT. MTT assay revealed significant inhibition of AGS and HGC27 cells by DHT.

Effectiveness of single-dose 6 mg pegfilgrastim in mobilizing peripheral blood stem cells in allogeneic hematopoietic cell transplantation donors.

A single injection of 12 mg pegfilgrastim was used to mobilize peripheral blood progenitor cells (PBPCs) from healthy donors in some studies. The purpose of this study was to determine if 6 mg of pegfilgrastim was effective and safe for mobilizing CD34+ cells in donors for allogeneic hematopoietic stem cell transplantation. We conducted a retrospective case-matched design.

Clinical Characteristics and Gene Mutations of Two Families with MODY 3 in Inner Mongolia.

Objective: This study aimed to analyze the clinical characteristics and gene mutations of two families with maturity-onset diabetes of the young 3 (MODY 3) in Inner Mongolia.

Methods: Fifty-three patients in Inner Mongolia suspected of having MODY 3 were enrolled in this study according to clinical manifestations. Blood samples were collected, and all exons of the gene were analyzed; the second-generation DNA of the splicing regions of the gene was determined by direct sequencing.

Crystal structure of [(2S)-1-[(3S)-3-carboxy-6,7-dimethoxy-1,2,3,4-tetra-hydroisoquinolin-2-yl]-1-oxopropan-2-yl][(2S)-1-ethoxy-1-oxo-4-phenylbutan-2-yl]azanium chloride acetonitrile monosolvate.

The title compound (trivial name moexipril hydro-chloride) crystallizes as the aceto-nitrile monosolvate, C27H35N2O7 (+)·Cl(-)·C2H3N, with the salt comprising a U-shaped cation and a chloride anion. The conformation of the cation is stabilized by a weak intra-molecular N(+)-H⋯O hydrogen bond and the tetra-hydro-pyridine ring adopts a boat conformation. The dihedral angle between the planes of the benzene rings is 85.

Risk factors for intrauterine infection with hepatitis B virus.

Objective: To investigate risk factors for hepatitis B virus (HBV) intrauterine infection.

Methods: Peripheral blood samples and clinical data were collected from 174 pregnant women who were positive for hepatitis B surface antigen (HBsAg). Their 176 neonates received an active-passive immunization schedule at 0, 1, and 6 months.

Association between hyperglycemia in middle and late pregnancy and maternal-fetal outcomes: a retrospective study.

Background: The purposes of this study were to explore whether the maternal-fetal outcomes differed among various types of hyperglycemia during pregnancy and whether the values of glycemic screening in the middle phase of pregnancy could predict maternal-fetal outcomes.

Methods: A retrospective study was conducted to study the incidence of maternal-fetal outcomes in 383 singleton pregnant women with diabetes or gestational diabetes admitted to our hospital from November 2007 to March 2013. Patients were divided into three groups: DM (Type 1 and Type 2 diabetes mellitus) group, mGDM (mild gestational diabetes mellitus) group and sGDM (severe gestational diabetes mellitus) group.

Assessment of the number and function of macrophages in the placenta of gestational diabetes mellitus patients.

In order to assess the number and function of macrophages in the placenta of pregnancy complicated with gestational diabetes mellitus (GDM) as well as those of normal pregnancies, placenta samples were collected from 15 GDM patients (GDM group) and 10 normal pregnant women (control group). The expression levels of macrophage markers (CD68/CD14) and inflammatory cytokines (IL-6/TNF-α) in placenta were detected using immunohistochemistry and PCR. The results showed that the number of CD68+ or CD14+ cells in the GMD group was remarkably higher than that in the control group (P<0.

Enhancement of flowering and branching phenotype in chrysanthemum by expression of ipt under the control of a 0.821 kb fragment of the LEACO1 gene promoter.

The cytokinin biosynthesis gene, isopentenyl transferase (ipt), under the control of an 821 bp fragment of the LEACO1 gene promoter (from Lycopersicon esculentum) was introduced into Dendranthema x grandiflorium 'Iridon' (chrysanthemum). LEACO1(0.821kb)-ipt transgenic lines grown in the vegetative state, exhibited a range of phenotypic changes including increased branching and reduced internode lengths.

[Determination of galanthamine in bulb of Lycoris radiata by RP-HPLC].

Objective: To establish a method for determination of galanthamine in Lycoris radiata.

Method: HPLC separation was carried on a column of ODS (4.6 mm x 150 mm, 5 microm), with the mobile phase of phosphate buffer (pH = 3-4)-methanol (93:7) at the flow rate of 1.

Comprehensive two-dimensional separations based on capillary high-performance liquid chromatography and microchip electrophoresis.

A novel comprehensive two-dimensional (2-D) separation system coupling capillary high-performance liquid chromatography (cHPLC) with microchip electrophoresis (chip CE) is demonstrated. Reversed-phase cHPLC was used as the first dimension, and chip CE acted as the second dimension to perform fast sample transfers and separations. A valve-free gating interface was devised simply by inserting the outlet-end of LC column into the cross-channel on a specially designed chip.