Publications by authors named "Xian-ming Pan"

Because of the limited effectiveness of prevailing phylogenetic methods when applied to highly divergent protein sequences, the phylogenetic analysis problem remains challenging. Here, we propose a sequence-based evolutionary distance algorithm termed sequence distance (SD), which innovatively incorporates site-to-site correlation within protein sequences into the distance estimation. In protein superfamilies, SD can effectively distinguish evolutionary relationships both within and between protein families, producing phylogenetic trees that closely align with those based on structural information, even with sequence identity less than 20%.

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Human Immunodeficiency Virus 1 (HIV-1) co-receptor usage, called tropism, is associated with disease progression towards AIDS. Furthermore, the recently developed and developing drugs against co-receptors CCR5 or CXCR4 open a new thought for HIV-1 therapy. Thus, knowledge about tropism is critical for illness diagnosis and regimen prescription.

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Diabetic osteoporosis is a chronic complication caused by diabetes mellitus, and However, the exact mechanism of diabetes mellitus-induced osteoporosis is still unknown. In this study, we investigate the effect of miR-449 on osteogenic differentiation and its underlying mechanism in human bone marrow-derived mesenchymal stem cells (hBMSCs) with high glucose (HG) and free fatty acids (FFA) treatment. Results showed that after culturing for 14 days, high glucose (HG) and free fatty acids (FFA) treatment dramatically decreased mineralization of human bone marrow-derived mesenchymal stem cells (hBMSCs) compared with cells treated with osteogenic medium (OM) alone.

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  • Protein thermostability is gaining interest, but its mechanisms differ across protein families; this study focuses on the serine hydroxymethyltransferase (SHMT) family.
  • Using multivariate statistical analysis and principal component analysis, researchers identified three key amino acid fragments that influence thermostability and found significant correlations between these fragments and thermal resistance.
  • The study highlights specific amino acid positions important for stability, with thermophilic SHMTs showing notable insertions or deletions in the C-terminal domain, offering a method to explore determinants in other protein families.
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The heat-tolerance mechanisms of (hyper)thermophilic proteins provide a unique opportunity to investigate the unsolved protein folding problem. In an attempt to determine whether the interval between residues in sequence might play a role in determining thermostability, we constructed a sequence interval-dependent value function to calculate the residue pair frequency. Additionally, we identified a new sequence arrangement pattern, where like-charged residues tend to be adjacently assembled, while unlike-charged residues are distributed over longer intervals, using statistical analysis of a large sequence database.

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  • A study was conducted to compare the stability of expansive pedicle screws (EPS) and PMMA-augmented pedicle screws (PMMA-PS) to conventional pedicle screws (CPS) in synthetic bones designed to mimic osteoporotic conditions.
  • Thirty synthetic bone blocks were randomly assigned to three groups (CPS, PMMA-PS, and EPS) and tested using X-ray, CT scans, and pullout tests to assess their stability after screw insertion.
  • Results showed that both EPS and PMMA-PS significantly improved screw stability compared to CPS, with PMMA providing enhanced local density around the screw and EPS creating a pressing structure in the surrounding bone, indicating better overall performance in osteoporotic conditions.
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In the early stages of infection, Human Immunodeficiency Virus Type 1 (HIV-1) generally selects CCR5 as the primary coreceptor for entering the host cell. As infection progresses, the virus evolves and may exhibit a coreceptor-switch to CXCR4. Accurate determination coreceptor usage and identification key mutational patterns associated tropism switch are essential for selection of appropriate therapies and understanding mechanism of coreceptor change.

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Bone formation, a highly regulated developmental process, involves osteoblast differentiation, which is controlled by different important transcription factors. Recent evidence has suggested possible negative regulation of inhibitors of growth (ING) 1b on the osteoblast marker expression. The aim of this study is to examine the detailed mechanism by which the activity of ING1b inhibits osteoblast differentiation.

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  • The study aims to link protein amino acid sequences to their ability to produce an antibody response, while also enhancing a computational method for predicting linear B-cell epitopes (LBE).
  • A deep maxout network (DMN) utilizing dropout training was developed for this prediction, with GPU technology speeding up the training process.
  • The DMN-LBE model demonstrated a 68.33% accuracy and a 0.743 AUC score during a rigorous 10-fold cross-validation, outpacing existing prediction methods, and is now available as a free online tool to aid in vaccine research, antibody production, and disease management.
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Background: B-cell epitopes have been studied extensively due to their immunological applications, such as peptide-based vaccine development, antibody production, and disease diagnosis and therapy. Despite several decades of research, the accurate prediction of linear B-cell epitopes has remained a challenging task.

Results: In this work, based on the antigen's primary sequence information, a novel linear B-cell epitope prediction model was developed using the multiple linear regression (MLR).

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Study Design: In this study, calcium sulfate (CS) was injected through pedicle into the osteoporotic vertebral body in vivo in sheep, and micro-computed tomography analysis, histologic observation, and biomechanical test were performed.

Objective: To investigate the improvement on microstructure and biomechanical performance of lumbar vertebrae augmented with CS in osteoporotic sheep.

Summary Of Background Data: The present treatments for osteoporosis relies on systemic medications intended to increase the bone mineral density (BMD).

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  • * The new SCBD assay leverages the clustering of viral sequences from transmitted/founder strains to improve accuracy in identifying incident infections by analyzing early-stage intra-cluster diversity.
  • * Testing with a dataset of 398 incident and 163 chronic cases showed the SCBD method has high sensitivity (99.5%) and specificity (98.8%), indicating its potential as a valuable tool for identifying recent HIV-1 infections, especially in resource-limited settings.
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Background: Many surgical methods are available for repairing thoracolumbar fractures including short-segment internal fixation with posterior pedicle screws and anterior decompression and reduction. However, most methods are associated with significant surgical trauma and long postoperative recovery. The purpose of this study was to describe anterior single level interbody fusion and fixation for the repair of thoracolumbar fractures which may reduce surgical trauma and help speed recovery.

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Differentiation-specific microRNAs may play a critical role in MSC differentiation, and they can be altered by PDGF signaling. We propose that PDGF modulates MSC differentiation by regulating microRNA expression. Therefore, we investigated whether PDGF treatment could alter the expression profile of miRNAs in MSCs.

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Leptin and vascular cell adhesion molecules-1 (VCAM-1) are two important mediators in obesity-related osteoarthritis, while the molecular mechanism linking leptin to VCAM-1 production is still obscure. Here we show that leptin upregulates VCAM-1 mRNA and protein levels in a time- and dose-dependent manner. Mechanistically, leptin induces VCAM-1 promoter activity by increasing the expression of C/EBP-α and facilitating its binding to a newly identified element in the VCAM-1 gene.

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Background: It was reported that expansive pedicle screw (EPS) and polymethylmethacrylate-augmented pedicle screw (PMMA-PS) could be used to increase screw stability in osteoporosis. However, there are no studies comparing the two kinds of screws in vivo. Thus, we aimed to compare biomechanical and interfacial performances of EPS and PMMA-PS in osteoporotic sheep spine.

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In bones, osteoblasts are responsible for bone formation. The cell death of osteoblasts may cause a series of bone diseases and lead to bone loss, such as osteoarthrosis, hyperparathyroidism, and Paget's disease. Reactive oxygen species (ROS) are reported as a main factor for osteoblast cell death and further several bone diseases.

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  • The study aimed to compare the effectiveness of two types of screws, expansive pedicle screw (EPS) and polymethylmethacrylate-augmented pedicle screw (PMMA-PS), for stability in sheep lumbar vertebrae.
  • Sixty sheep vertebrae were tested, where different screws were inserted and evaluated through biomechanical tests, X-rays, and histological exams, showing that both EPS and PMMA-PS provided better stability than conventional screws.
  • Although both EPS and PMMA-PS enhanced screw stability, there was no significant difference between the two, with PMMA forming a barrier that limited direct bone contact, while EPS created a more integrated "screw-bone
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Most proteins from thermophiles or hyperthermophiles are intrinsically thermostable. However, though Methanobacterium thermoautotrophicum ΔH is a thermophilic archaeon with an optimal growth temperature of 65 °C, Mth10b, an atypical member the Sac10b protein family from M. thermoautotrophicum ΔH, seems not intrinsically thermostable.

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  • The prediction of protein domain structural classes from primary sequences is challenging due to the gap between sequencing and structural genomics.
  • Traditional predictors have struggled, with a top accuracy of just 74.1% using conventional sequence features on a standard dataset (25PDB).
  • A new multiple linear regression (MLR) model was developed, converting a 440-dimensional sequence feature to a 4-dimensional structural vector, achieving an impressive accuracy of 83.1% through extensive testing on a large dataset.
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The Sac10b protein family is regarded as a family of DNA-binding proteins that is highly conserved and widely distributed within the archaea. Sac10b family members are typically small basic dimeric proteins that bind to DNA with cooperativity and no sequence specificity and are capable of constraining DNA negative supercoils, protecting DNA from Dnase I digestion, and do not compact DNA obviously. However, a detailed understanding of the structural basis of the interaction of Sac10b family proteins with DNA is still lacking.

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  • * Researchers developed a new estimator based on viral gp120 protein sequences and discovered that the number of unique viral patterns decreases during transmission while remaining stable during disease progression.
  • * Their method achieved up to 94.5% accuracy in predicting transmission direction, even for cases with significant time lags, showcasing a promising tool for public health.
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The Sac10b protein family is regarded as a group of nucleic acid-binding proteins that are highly conserved and widely distributed within archaea. All reported members of this family are basic proteins that exist as homodimers in solution and bind to DNA and/or RNA without apparent sequence specificity in vitro. Here, we reported a unique member of the family, Mth10b from Methanobacterium thermoautotrophicum ΔH, whose amino acid sequence shares high homology with other Sac10b family proteins.

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  • Transpedicular fixation in osteoporotic spines is complicated, and this study compares the effectiveness of expansive pedicle screws (EPS) and polymethylmethacrylate-augmented pedicle screws (PMMA-PS) for screw stability.
  • The study involved 15 osteoporotic vertebrae divided into three groups: a conventional screw group, a PMMA-PS group, and an EPS group, with stability tests conducted after a day.
  • Results showed that both EPS and PMMA-PS significantly improved screw stability compared to conventional screws, with no significant difference in effectiveness between the two methods, suggesting EPS could be a preferable option for clinical use due to its advantages in avoiding common complications associated with PMMA.
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