Publications by authors named "Juhua Liu"

The present research examined the regulatory function of MaEIL4 in the ripening process of banana. The findings demonstrated that MaEIL4 is a transcription factor with activity in the nucleus. The transient modulation of MaEIL4 expression in banana fruit slices has been found to exert a significant impact on maturation, either enhancing or inhibiting its progression, as shown by phenotype and endogenous gene expression, and were coexpressed in bananas.

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The Segment Anything Model (SAM), a profound vision foundation model pretrained on a large-scale dataset, breaks the boundaries of general segmentation and sparks various downstream applications. This paper introduces Hi-SAM, a unified model leveraging SAM for hierarchical text segmentation. Hi-SAM excels in segmentation across four hierarchies, including pixel-level text, word, text-line, and paragraph, while realizing layout analysis as well.

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Article Synopsis
  • Alpha-amylase (AMY) is crucial for the growth and quality of starchy bananas, but its comprehensive features and functions are not well understood.
  • Twelve MaAMY proteins were identified in bananas, showing evolutionary relationships with similar proteins in maize and rice, along with evidence of gene duplication.
  • The research indicates that certain MaAMY genes are highly active during banana fruit development and ripening, influencing starch content significantly.
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Aims: Previous evidence suggests that serum lung cancer biomarkers are associated with inflammatory conditions; however, their relationship with peripheral arterial stiffness remains unclear. Therefore, the present study investigated the relationship between serum lung cancer biomarkers and peripheral arterial stiffness in middle-aged Chinese adults.

Methods: In total, 3878 middle-aged Chinese adults were enrolled in this study.

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  • * A colorimetric fluorescence sensor using PVA aerogels was developed, with deep learning techniques (like Resnet18) enhancing the detection process.
  • * The sensor can detect TCs in just 60 seconds with 99% accuracy and shows significant color changes, making it a practical tool for real-time food safety monitoring.
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  • The study investigates how exogenous methyl jasmonate (MeJA) enhances banana plants' resistance to osmotic stress caused by mannitol.
  • Researchers treated banana seedlings with MeJA and analyzed their gene expression through high-throughput RNA sequencing, revealing significant changes in gene regulation in response to treatment.
  • The findings highlight the molecular mechanisms of stress resistance in bananas, particularly focusing on the linoleic acid metabolism pathway, which shows unique tissue-specific gene expression patterns influenced by MeJA.
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Background: Lignin is a key component of the secondary cell wall of plants, providing mechanical support and facilitating water transport as well as having important impact effects in response to a variety of biological and abiotic stresses.

Results: In this study, we identified 104 genes from ten enzyme gene families related to lignin biosynthesis in genome and found the number of gene family was the largest, while s had only two members. s retained the original members, and the number of s in lignin biosynthesis was significantly less than that of flavonoids.

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Adverse environmental factors severely affect crop productivity. Improving crop resistance to multiple stressors is an important breeding goal. Although ss extensively participate in plant resistance to abiotic stress, the common mechanism underlying s that mediate resistance to multiple stressors remains unclear.

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  • MYB is a crucial transcription factor in eukaryotes that affects various biological processes, especially in plant development and metabolite synthesis.
  • This study identified 280 R2R3-MYB transcription factor family members in the Musa acuminata genome, revealing their classification into 33 clades and conserved amino acid sequences.
  • The research mapped the distribution of MaMYBs across 11 chromosomes, identified important gene expression profiles during fruit development and stress responses, and emphasized the role of these genes in metabolic biosynthesis pathways of bananas.
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Banana is a typical starch conversion fruit. The high content of starch at harvest is quickly digested and converted to soluble sugars during the postharvest ripening process, ultimately contributing to fruit flavor. This process is regulated in a complex manner by genes and environmental factors.

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WRKY transcription factors (TFs) play an important role in plant responses to biotic and abiotic stress as well as in plant growth and development. In the present study, bioinformatics methods were used to identify members of the WRKY transcription factor family in the (DH-Pahang) genome (version 2). A total of 164 were identified and phylogenetic analysis showed that MaWRKYs could be categorized into three subfamilies.

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Integrating multi-scale predictions has become a mainstream paradigm in edge detection. However, most existing methods mainly focus on effective feature extraction and multi-scale feature fusion while ignoring the low learning capacity in fine-level branches, limiting the overall fusion performance. In light of this, we propose a novel Fine-scale Corrective Learning Net (FCL-Net) that exploits semantic information from deep layers to facilitate fine-scale feature learning.

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Aquaporins can improve the ability of plants to resist abiotic stresses, but the mechanism is still not completely clear. In this research, overexpression of in banana improved tolerance to multiple stresses. The transgenic plants resulted in lower ion leakage and malondialdehyde content, while the proline, chlorophyll, soluble sugar, and abscisic acid (ABA) contents were higher.

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Background And Aims: Increased serum uric acid (SUA) is common in type 2 diabetes mellitus (T2DM) and is associated with left ventricular (LV) myocardial dysfunction. Nonetheless the association of SUA with right ventricular (RV) function in T2DM has not been studied. This study aimed to investigate the association of SUA with biventricular myocardial function in patients with T2DM.

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  • Bananas are important for studying starch conversion and ripening because both processes happen together and involve ethylene production.
  • Researchers transformed red banana plants to investigate the MaMADS36 transcription factor, which interacts with 74 proteins and may regulate key processes like starch degradation and sugar accumulation.
  • The study found that MaMADS36 enhances the transcription of a specific gene, MaBAM9b, that is crucial for starch breakdown, providing insights for improving fruit shelf-life through breeding programs.
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Plant-specific TEOSINTE-BRANCHED1/CYCLOIDEA/PROLIFERATING CELL FACTOR1 (TCP) gene family has versatile functions in diverse aspects of plants. However, less research on banana TCPs was done comprehensively. Accordingly, 48 banana TCP genes were characterized on aspects of gene structure, conserved motifs, phylogenetic relationship, and expression patterns.

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  • The study investigates the effectiveness of different Chinese herbal injections (CHIs) combined with Western medicine for treating pneumonia in elderly patients, amid ongoing debates regarding the best treatment approaches.
  • A thorough search resulted in 34 randomized controlled trials involving 3,111 elderly participants, assessing four specific CHIs alongside Western medicine, highlighting their efficacy in improving clinical outcomes compared to a control group using only Western medicine.
  • Results showed significant improvements in clinical effectiveness and the resolution of symptoms like fever and cough for patients using specific CHIs (like Yanhuning and Tanreqing) plus Western medicine, suggesting they could provide better treatment options for pneumonia.
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The BAHD family is involved in different biological roles in plants, including secondary metabolite synthesis, improving abiotic/biotic stress resistance, and influencing fruit quality. However, the knowledge about BAHD in banana, an important fruit crop, is limited. In this study, 46 banana BAHD genes (MaBAHDs) were identified and divided into four groups according to phylogenetic analysis.

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MADS-box genes are critical regulators of growth and development in flowering plants. Sequencing of the Musa balbisiana (B) genome has provided a platform for the systematic analysis of the MADS-box gene family in the important banana ancestor Musa balbisiana. Seventy-seven MADS-box genes, including 18 type I and 59 type II, were strictly identified from the banana (Pisang Klutuk Wulung, PKW, 2n = 2x = 22) B genome.

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Purpose: This study was conducted to investigate the relation of HP infection to peripheral arterial stiffness and 10-year cardiovascular risk in diabetes mellitus (DM).

Methods: DM subjects who underwent the C13-breath test were enrolled and divided into DMHP+ and DMHP- groups. Peripheral arterial stiffness was measured using brachial to ankle pulse wave velocity (baPWV).

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Objective: To observe the effect of catgut implantation at "Yingxiang"(LI20) on lower airway remodeling and levels of osteopon-tin (OPN) protein in allergic rhinitis (AR) rats, so as to reveal its mechanisms underlying improvement of AR.

Methods: Male SD rats were randomly divided into control, model and catgut implantation groups, with 10 rats in each group. The AR model was established by intraperitoneal injection and nasal drip of ovalbumin.

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Starch branching enzyme (SBE) has rarely been studied in common starchy banana fruits. For the first time, we report here the molecular characterization of seven () and six () genes in the banana A- and B-genomes, respectively, which could be classified into three distinct subfamilies according to genome-wide identification. Systematic transcriptomic analysis revealed that six s and six s were expressed in the developing banana fruits of two different genotypes, BaXi Jiao (BX, AAA) and Fen Jiao (FJ, AAB), among which and were highly expressed.

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The basic helix-loop-helix (bHLH) proteins are a superfamily of transcription factors (TFs) that can bind to specific DNA target sites, playing a central role in a wide range of metabolic, physiological, and developmental processes in higher organisms. However, no systemic analysis of bHLH TFs has been reported in banana, a typical climacteric fruit in tropical and subtropical regions. In our study, 259 MabHLH TF genes were identified in the genome of (A genome), and phylogenetic analysis indicated that these MabHLHs could be classified into 23 subfamilies with the bHLHs from rice and .

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Arbitrary shape text spotting remains a challenging computer vision task. In this paper, we propose an end-to-end trainable unified framework for arbitrary shape text spotting to overcome the limitations inherent in the existing methods. Specifically, we propose to perceive and understand text based on different levels of semantics, i.

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Ovate Family Proteins (OFPs) belong to a plant-specific transcription factor family. They have been found to have significant roles in growth and development in Arabidopsis and tomato; however, little is known regarding their role in banana. Thus, a genome-wide study of OFP genes in banana was conducted for the first time in the present study.

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