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1.
Food Chem ; 449: 139114, 2024 Aug 15.
Article in English | MEDLINE | ID: mdl-38581782

ABSTRACT

L-Tryptophan (L-Trp) is essential for the human body and can only be obtained externally. It is important to develop a method to efficiently detect L-Trp in food. In this work, ionic liquid (IL) modified poly(3,4-ethylendioxythiophene)/ Titanium carbide (PEDOT/Ti3C2TX) was used as a substrate material to improve detection sensitivity. Molecular imprinted polymers (MIP) film for specific recognition of L-Trp was fabricated on the surface of modified electrodes using electrochemical polymerization. The monitoring results showed that the molecularly imprinted electrochemical sensors (MIECS) exhibited good linearity ranges (10-6 - 0.1 µM and 0.1-100 µM) with a low detection limit (LOD) of 2.09 × 10-7 µM. In addition, the MIECS exhibited remarkable stability, reproducibility, and immunity to interference. A good recovery (93.54-99.59%) was demonstrated in the detection of milk. The sensor was expected to be developed as a highly selective and sensitive portable assay, and applied to the detection of L-Trp in food.


Subject(s)
Electrochemical Techniques , Ionic Liquids , Limit of Detection , Milk , Molecular Imprinting , Polymers , Titanium , Tryptophan , Milk/chemistry , Ionic Liquids/chemistry , Polymers/chemistry , Animals , Electrochemical Techniques/instrumentation , Electrochemical Techniques/methods , Tryptophan/analysis , Tryptophan/chemistry , Titanium/chemistry , Bridged Bicyclo Compounds, Heterocyclic/chemistry , Molecularly Imprinted Polymers/chemistry , Food Contamination/analysis , Electrodes , Reproducibility of Results
2.
Plant Physiol ; 195(1): 518-533, 2024 Apr 30.
Article in English | MEDLINE | ID: mdl-38365203

ABSTRACT

Shoot branching is an important biological trait affecting alfalfa (Medicago sativa L.) production, but its development is complicated and the mechanism is not fully clear. In the present study, pectin acetylesterase 12 (MsPAE12) and NAM/ATAF/CUC-domain transcription factor gene (MsNAC73) were isolated from alfalfa. MsPAE12 was highly expressed in shoot apexes, and MsNAC73 was found to be a key transcriptional repressor of MsPAE12 by directly binding to salicylic acid (SA) and jasmonic acid (JA) elements in the MsPAE12 promoter. The biological functions of MsPAE12 and MsNAC73 were studied through overexpression (OE) and down-expression (RNAi) of the 2 genes in alfalfa. The numbers of shoot branches increased in MsPAE12-OE lines but decreased in MsPAE12-RNAi and MsNAC73-OE plants, which was negatively related to their indole-3-acetic acid (IAA) accumulation in shoot apexes. Furthermore, the contents of acetic acid (AA) in shoot apexes decreased in MsPAE12-OE plants but increased in MsPAE12-RNAi and MsNAC73-OE plants. The changes of AA contents were positively related to the expression of TRYPTOPHAN AMINOTRANSFERASE 1 (MsTAA1), TRYPTOPHAN AMINOTRANSFERASE-RELATED 2 (MsTAR2), and YUCCA flavin monooxygenase (MsYUCC4) and the contents of tryptophan (Trp), indole-3-pyruvic acid (IPA), and IAA in shoot apexes of MsPAE12-OE, MsPAE12-RNAi, and MsNAC73-OE plants. Exogenous application of AA to wild type (WT) and MsPAE12-OE plants increased Trp, IPA, and IAA contents and decreased branch number. Exogenous IAA suppressed shoot branching in MsPAE12-OE plants, but exogenous IAA inhibitors increased shoot branching in MsPAE12-RNAi plants. These results indicate that the MsNAC73-MsPAE12 module regulates auxin-modulated shoot branching via affecting AA accumulation in shoot apexes of alfalfa.


Subject(s)
Gene Expression Regulation, Plant , Indoleacetic Acids , Medicago sativa , Plant Proteins , Plant Shoots , Indoleacetic Acids/metabolism , Plant Shoots/growth & development , Plant Shoots/metabolism , Plant Shoots/drug effects , Plant Shoots/genetics , Medicago sativa/growth & development , Medicago sativa/genetics , Medicago sativa/metabolism , Medicago sativa/drug effects , Plant Proteins/metabolism , Plant Proteins/genetics , Acetic Acid/metabolism , Plants, Genetically Modified , Cyclopentanes/metabolism , Cyclopentanes/pharmacology , Promoter Regions, Genetic/genetics , Salicylic Acid/metabolism , Oxylipins/metabolism , Oxylipins/pharmacology
3.
Plant Biotechnol J ; 22(5): 1132-1145, 2024 May.
Article in English | MEDLINE | ID: mdl-38048288

ABSTRACT

Dehydrins and aquaporins play crucial roles in plant growth and stress responses by acting as protector and controlling water transport across membranes, respectively. MsDHN1 (dehydrin) and MsPIP2;1 (aquaporin) were demonstrated to interact with a membrane-anchored MYB protein, MsmMYB (as mMYB) in plasma membrane under normal condition. MsDHN1, MsPIP2;1 and MsDHN1-MsPIP2;1 positively regulated alfalfa tolerance to water deficiency. Water deficiency caused phosphorylation of MsPIP2;1 at Ser 272, which led to release C terminus of mMYB (mMYBΔ83) from plasma membrane and translocate to nucleus, where C terminus of MsDHN1 interacted with mMYBΔ83, and promoted mMYBΔ83 transcriptional activity in response to water deficiency. Overexpression of mMYB and mMYBΔ83 down-regulated the expression of MsCESA3, but up-regulated MsCESA7 expression by directly binding to their promoters, and resulted in high drought tolerance in transgenic hairy roots. These results indicate that the MsDHN1-MsPIP2;1-MsMYB module serves as a key regulator in alfalfa against drought stress.


Subject(s)
Aquaporins , Medicago sativa , Medicago sativa/genetics , Droughts , Plant Proteins/genetics , Plant Proteins/metabolism , Gene Expression Regulation, Plant/genetics , Plants, Genetically Modified/genetics , Plants, Genetically Modified/metabolism , Water/metabolism , Aquaporins/genetics , Aquaporins/metabolism , Stress, Physiological/genetics
4.
Adv Sci (Weinh) ; 10(32): e2304637, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37751305

ABSTRACT

Based on the current piezoelectric theory, NiO with the centrosymmetric structure is not piezoelectric. However, herein, this study shows the first observation of piezoelectric generation, rectifyingand bulk photovoltaic behaviors in NiO films with [111] orientation and the change in NiO crystal structure in piezoelectric process. The piezoelectric generation, rectifying, and bulk photovoltaic performances are enhanced by increasing (111) orientation, and attenuated and eliminated by applying a persistent stress on the NiO film. The NiO [111] is polar direction, and thus a spontaneous electric field (ES ) is in the NiO film with [111] orientation. The existence of Es in (111) oriented NiO film is found to be the physical basis of the piezoelectric generators and photovoltaic and rectifying effects. Thus, NiO piezoelectric, rectifying, and bulk photovoltaic mechanism are presented at the atomic level. The mechanism may rewrite the current piezoelectric theory, and establish a unified theory of polar structure with wide implications. The polar-orientated films can be used to fabricate piezoelectric generators and other optoelectronic devices with high performances.

5.
Arch Med Sci ; 19(5): 1446-1453, 2023.
Article in English | MEDLINE | ID: mdl-37732036

ABSTRACT

Introduction: The comparative efficacy of pulmonary surfactant in the treatment of respiratory distress syndrome in preterm infants remains unclear. We aimed to evaluate the effectiveness of different pulmonary surfactant in the treatment of respiratory distress syndrome in preterm infants and to provide an evidence-based reference for clinical use. Material and methods: MEDLINE, Embase, The Cochrane Library, and Clinical Trials databases were electronically searched from inception to January 2019. Two reviewers independently screened literature and extracted data, and then R and RevMan 5.3 software packages were used to perform network meta-analysis. Results: The relative risk of respiratory distress syndrome in preterm infants associated with six different pulmonary surfactant was analysed, including beractant (Survanta), surfactant A (Alveofact), calfactant (Infasurf), poractant (Curosurf), lucinactant (Surfaxin), and colfosceril (Exosurf). Patients with the following drugs appeared to have significantly reduced mortality of respiratory distress syndrome compare with beractant: surfactant A (OR = 0.53, 95% CI: 0.31-0.90), calfactant (OR = 0.91, 95% CI: 0.85-0.97), poractant (OR = 0.72, 95% CI: 0.67-0.77), lucinactant (OR = 0.80, 95% CI: 0.71-0.90), and colfosceril (OR = 0.93, 95% CI: 0.87-0.99). The SUCRA (surface under the cumulative ranking) values for each of the drugs were: beractant (8.9%), surfactant A (93.8%), calfactant (40.3%), poractant (65.4%), lucinactant (59.8%), and colfosceril (31.6%). Conclusions: Compared with beractant, other pulmonary surfactants are more effective to reduce the mortality of respiratory distress syndrome in preterm infants. Surfactant A drugs appeared to have the best efficacy in reducing mortality of respiratory distress syndrome in preterm infants.

6.
Cell Stem Cell ; 30(9): 1235-1245.e6, 2023 09 07.
Article in English | MEDLINE | ID: mdl-37683604

ABSTRACT

Heterologous organ transplantation is an effective way of replacing organ function but is limited by severe organ shortage. Although generating human organs in other large mammals through embryo complementation would be a groundbreaking solution, it faces many challenges, especially the poor integration of human cells into the recipient tissues. To produce human cells with superior intra-niche competitiveness, we combined optimized pluripotent stem cell culture conditions with the inducible overexpression of two pro-survival genes (MYCN and BCL2). The resulting cells had substantially enhanced viability in the xeno-environment of interspecies chimeric blastocyst and successfully formed organized human-pig chimeric middle-stage kidney (mesonephros) structures up to embryonic day 28 inside nephric-defective pig embryos lacking SIX1 and SALL1. Our findings demonstrate proof of principle of the possibility of generating a humanized primordial organ in organogenesis-disabled pigs, opening an exciting avenue for regenerative medicine and an artificial window for studying human kidney development.


Subject(s)
Induced Pluripotent Stem Cells , Pluripotent Stem Cells , Humans , Swine , Animals , Mesonephros , Embryo, Mammalian , Blastocyst , Mammals , Homeodomain Proteins
7.
Plant Physiol ; 193(4): 2750-2767, 2023 Nov 22.
Article in English | MEDLINE | ID: mdl-37647543

ABSTRACT

Late embryogenesis-abundant (LEA) proteins are important stress-response proteins that participate in protecting plants against abiotic stresses. Here, we investigated LEA group 3 protein MsLEA1, containing the typically disordered and α-helix structure, via overexpression and RNA interference (RNAi) approaches in alfalfa (Medicago sativa L.) under drought and aluminum (Al) stresses. MsLEA1 was highly expressed in leaves and localized in chloroplasts. Overexpressing MsLEA1 increased alfalfa tolerance to drought and Al stresses, but downregulating MsLEA1 decreased the tolerance. We observed a larger stomatal aperture and a lower water use efficiency in MsLEA1 RNAi lines compared with wild-type plants under drought stress. Photosynthetic rate, Rubisco activity, and superoxide dismutase (SOD) activity increased or decreased in MsLEA1-OE or MsLEA1-RNAi lines, respectively, under drought and Al stress. Copper/zinc SOD (Cu/Zn-SOD), iron SOD (Fe-SOD), and Rubisco large subunit proteins (Ms1770) were identified as binding partners of MsLEA1, which protected chloroplast structure and function under drought and Al stress. These results indicate that MsLEA1 recruits and protects its target proteins (SOD and Ms1770) and increases alfalfa tolerance against drought and Al stresses.


Subject(s)
Aluminum , Medicago sativa , Medicago sativa/genetics , Aluminum/toxicity , Aluminum/metabolism , Plant Proteins/genetics , Plant Proteins/metabolism , Droughts , Ribulose-Bisphosphate Carboxylase/metabolism , Stress, Physiological/genetics , Chloroplasts/metabolism , Heat-Shock Proteins/metabolism , Superoxide Dismutase/genetics , Superoxide Dismutase/metabolism , Gene Expression Regulation, Plant , Plants, Genetically Modified/metabolism
9.
Front Plant Sci ; 13: 976160, 2022.
Article in English | MEDLINE | ID: mdl-36518511

ABSTRACT

Late embryonic development abundant proteins (LEAs) are a large family of proteins commonly existing in plants. LEA_2 is the largest subfamily in the LEA, it plays an important role in plant resistance to abiotic stress. In order to explore the characteristics of LEA_2 gene family members in alfalfa (Medicago sativa L.), 155 members of LEA_2 (MsLEA_2) family were identified from alfalfa genome. Bioinformatics analysis was conducted from the aspects of phylogenetic relationship, chromosome distribution, chromosome colinearity, physical and chemical properties, motif composition, exon-intron structure, cis-element and so on. Expression profiles of MsLEA_2 gene were obtained based on Real-time fluorescent quantitative PCR (qRT-PCR) analysis and previous RNA-seq data under aluminum (Al) stress. Bioinformatics results were shown that the MsLEA_2 genes are distributed on all 32 chromosomes. Among them, 85 genes were present in the gene clusters, accounting for 54.83%, and chromosome Chr7.3 carries the largest number of MsLEA_2 (19 LEA_2 genes on Chr7.3). Chr7.3 has a unique structure of MsLEA_2 distribution, which reveals a possible special role of Chr7.3 in ensuring the function of MsLEA_2. Transcriptional structure analysis revealed that the number of exons in each gene varies from 1 to 3, and introns varies from 0 to 2. Cis-element analysis identified that the promoter region of MsLEA_2 is rich in ABRE, MBS, LTR, and MeJARE, indicating MsLEA_2 has stress resistance potential under abiotic stress. RNA-seq data and qRT-PCR analyses showed that most of the MsLEA_2 members were up-regulated when alfalfa exposed to Al stress. This study revealed that phylogenetic relationship and possible function of LEA_ 2 gene in alfalfa, which were helpful for the functional analysis of LEA_ 2 proteins in the future and provided a new theoretical basis for improving Al tolerance of alfalfa.

10.
FASEB J ; 36(11): e22611, 2022 11.
Article in English | MEDLINE | ID: mdl-36250915

ABSTRACT

Obesity is among the strongest risk factors for type 2 diabetes (T2D). The CREBRF missense allele rs373863828 (p. Arg457Gln, p. R457Q) is associated with increased body mass index but reduced risk of T2D in people of Pacific ancestry. To investigate the functional consequences of the CREBRF variant, we introduced the corresponding human mutation R457Q into the porcine genome. The CREBRFR457Q pigs displayed dramatically increased fat deposition, which was mainly distributed in subcutaneous adipose tissue other than visceral adipose tissue. The CREBRFR457Q variant promoted preadipocyte differentiation. The increased differentiation capacity of precursor adipocytes conferred pigs the unique histological phenotype that adipocytes had a smaller size but a greater number in subcutaneous adipose tissue (SAT) of CREBRFR457Q variant pigs. In addition, in SAT of CREBRFR457Q pigs, the contents of the peroxidative metabolites 4-hydroxy-nonenal and malondialdehyde were significantly decreased, while the activity of antioxidant enzymes, such as glutathione peroxidase, superoxide dismutase, and catalase, was increased, which was in accordance with the declined level of the reactive oxygen species (ROS) in CREBRFR457Q pigs. Together, these data supported a causal role of the CREBRFR457Q variant in the pathogenesis of obesity, partly via adipocyte hyperplasia, and further suggested that reduced oxidative stress in adipose tissue may mediate the relative metabolic protection afforded by this variant despite the related obesity.


Subject(s)
Diabetes Mellitus, Type 2 , Animals , Antioxidants , Catalase , Glutathione Peroxidase/metabolism , Humans , Malondialdehyde , Obesity/genetics , Reactive Oxygen Species , Superoxide Dismutase/metabolism , Swine
11.
Plant J ; 112(3): 756-771, 2022 11.
Article in English | MEDLINE | ID: mdl-36097968

ABSTRACT

Aluminum (Al) toxicity severely restricts plant growth in acidic soils (pH < 5.0). In this study, an R2R3-MYB transcription factor (TF) gene, MsMYB741, was cloned from alfalfa. Its function and gene regulatory pathways were studied via overexpression and RNA interference of MsMYB741 in alfalfa seedlings. Results showed that root elongation increased as a result of MsMYB741 overexpression (MsMYB741-OE) and decreased with MsMYB741 RNA interference (MsMYB741-RNAi) in alfalfa seedlings compared with the wild-type under Al stress. These were attributed to the reduced Al content in MsMYB741-OE lines, and increased Al content in MsMYB741-RNAi lines. MsMYB741 positively activated the expression of phenylalanine ammonia-lyase 1 (MsPAL1) and chalcone isomerase (MsCHI) by binding to MYB and ABRE elements in their promoters, respectively, which directly affected flavonoid accumulation in roots and secretion from root tips in plants under Al stress, eventually affecting Al accumulation in alfalfa. Additionally, MsABF2 TF directly activated the expression of MsMYB741 by binding to the ABRE element in its promoter. Taken together, our results indicate that MsMYB741 transcriptionally activates MsPAL1 and MsCHI expression to increase flavonoid accumulation in roots and secretion from root tips, leading to increased resistance of alfalfa to Al stress.


Subject(s)
Aluminum , Medicago sativa , Aluminum/toxicity , Aluminum/metabolism , Medicago sativa/genetics , Medicago sativa/metabolism , Gene Expression Regulation, Plant , Plant Roots/metabolism , Seedlings/genetics , Flavonoids/metabolism , Plant Proteins/metabolism
12.
Stem Cell Reports ; 17(5): 1059-1069, 2022 05 10.
Article in English | MEDLINE | ID: mdl-35427483

ABSTRACT

Obtaining functional human cells through interspecies chimerism with human pluripotent stem cells (hPSCs) remains unsuccessful due to its extremely low efficiency. Here, we show that hPSCs failed to differentiate and contribute teratoma in the presence of mouse PSCs (mPSCs), while MYCN, a pro-growth factor, dramatically promotes hPSC contributions in teratoma co-formation by hPSCs/mPSCs. MYCN combined with BCL2 (M/B) greatly enhanced conventional hPSCs to integrate into pre-implantation embryos of different species, such as mice, rabbits, and pigs, and substantially contributed to mouse post-implantation chimera in embryonic and extra-embryonic tissues. Strikingly, M/B-hPSCs injected into pre-implantation Flk-1+/- mouse embryos show further enhanced chimerism that allows for obtaining live human CD34+ blood progenitor cells from chimeras through cell sorting. The chimera-derived human CD34+ cells further gave rise to various subtype blood cells in a typical colony-forming unit (CFU) assay. Thus, we provide proof of concept to obtain functional human cells through enhanced interspecies chimerism with hPSCs.


Subject(s)
Pluripotent Stem Cells , Teratoma , Animals , Cell Differentiation , Chimera , Chimerism , Humans , Mice , N-Myc Proto-Oncogene Protein , Rabbits , Swine
13.
Mol Ther Methods Clin Dev ; 24: 332-341, 2022 Mar 10.
Article in English | MEDLINE | ID: mdl-35229007

ABSTRACT

Pluripotent stem cells (PSCs) are promising in regenerative medicine. A major challenge of PSC therapy is the risk of teratoma formation because of the contamination of undifferentiated stem cells. Constitutive promoters or endogenous SOX2 promoters have been used to drive inducible caspase-9 (iCasp9) gene expression but cannot specifically eradicate undifferentiated PSCs. Here, we inserted iCasp9 gene into the endogenous OCT4 locus of human and mouse PSCs without affecting their pluripotency. A chemical inducer of dimerization (CID), AP1903, induced iCasp9 activation, which led to the apoptosis of specific undifferentiated PSCs in vitro and in vivo. Differentiated cell lineages survived because of the silence of the endogenous OCT4 gene. Human and mouse PSCs were controllable when CID was administrated within 2 weeks after PSC injection in immunodeficient mice. However, an interval longer than 2 weeks caused teratoma formation and mouse death because a mass of somatic cells already differentiated from the PSCs. In conclusion, we have developed a specific and efficient PSC suicide system that will be of value in the clinical applications of PSC-based therapy.

14.
Pharm Biol ; 59(1): 1452-1463, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34711130

ABSTRACT

CONTEXT: Wei Chang An (WCA) is a commercial prescription developed for the coordination of gastrointestinal movement. OBJECTIVE: To investigate the role of WCA in the regulation of diarrhoea and constipation in rats. MATERIAL AND METHODS: The diarrhoea and constipation models were prepared by gavage of Folium senna and diphenoxylate hydrochloride. Rats were randomized equally (n = 6) into the normal group given saline daily, the positive group given Pinaverium Bromide (13.5 mg/kg) or Sennoside A (0.1 mg/kg) and three WCA-treated groups (22, 44, and 88 mg/kg) by gavage daily for 7 consecutive days. The effects of WCA were assessed by a series of faecal symptoms and histopathology. Gastrointestinal parameters were determined by ELISA. The effect of WCA on gastrointestinal tissues was evaluated by strip assay. Expression of ROCK-1 and MLCK was measured by RT-PCR and Western blotting. RESULTS: Data from Bristol stool form scale, diarrhoea index, visceral sensitivity, defaecation time, and intestinal propulsive rate showed that WCA protected rats against diarrhoea and constipation (p < 0.01). The up-regulation of Substance P and 5-hydroxytryptamine in diarrhoea rats and down-regulation of Substance P and vasoactive intestinal polypeptide in constipation rats were inhibited by WCA (p < 0.05). WCA stimulated the gastrointestinal strip contractions but inhibited ACh-induced contractions (p < 0.01). The decreased ROCK-1 and MLCK expression in diarrhoea rats and increased in constipation rats were suppressed by WCA (p < 0.01). CONCLUSIONS: WCA has both antidiarrhea and anti-constipation effects, suggesting its bidirectional role in gastrointestinal modulation, and providing evidence of WCA for irritable bowel syndrome treatment.


Subject(s)
Constipation/drug therapy , Diarrhea/drug therapy , Drugs, Chinese Herbal/pharmacology , Gastrointestinal Motility/drug effects , Animals , Constipation/physiopathology , Diarrhea/physiopathology , Disease Models, Animal , Dose-Response Relationship, Drug , Drugs, Chinese Herbal/administration & dosage , Irritable Bowel Syndrome/drug therapy , Irritable Bowel Syndrome/physiopathology , Male , Myosin-Light-Chain Kinase/genetics , Rats , Rats, Wistar , rho-Associated Kinases/genetics
15.
Plant J ; 108(2): 441-458, 2021 10.
Article in English | MEDLINE | ID: mdl-34363255

ABSTRACT

A SK3 -type dehydrin MsDHN1 was cloned from alfalfa (Medicago sativa L.). Its function and gene regulatory pathways were studied via overexpression and suppression of MsDHN1 in alfalfa seedlings or hairy roots. The results showed that MsDHN1 is a typical intrinsically disordered protein that exists in the form of monomers and homodimers in alfalfa. The plant growth rates increased as a result of MsDHN1 overexpression (MsDHN1-OE) and decreased upon MsDHN1 suppression (MsDHN1-RNAi) in seedlings or hairy roots of alfalfa compared with the wild-type or the vector line under Al stress. MsDHN1 interacting with aquaporin (AQP) MsPIP2;1 and MsTIP1;1 positively affected oxalate secretion from root tips and Al accumulation in root tips. MsABF2 was proven to be an upstream transcription factor of MsDHN1 and activated MsDHN1 expression by binding to the ABRE element of the MsDHN1 promoter. The transcriptional regulation of MsABF2 on MsDHN1 was dependent on the abscisic acid signaling pathway. These results indicate that MsDHN1 can increase alfalfa tolerance to Al stress via increasing oxalate secretion from root tips, which may involve in the interaction of MsDHN1 with two AQP.


Subject(s)
Aluminum/toxicity , Medicago sativa/drug effects , Oxalates/metabolism , Plant Exudates/metabolism , Plant Proteins/metabolism , Abscisic Acid/metabolism , Abscisic Acid/pharmacology , Aluminum/pharmacokinetics , Aquaporins/genetics , Aquaporins/metabolism , Cytoplasm/metabolism , Gene Expression Regulation, Plant , Medicago sativa/genetics , Medicago sativa/metabolism , Phylogeny , Plant Proteins/chemistry , Plant Proteins/genetics , Plant Roots/drug effects , Plant Roots/genetics , Plant Roots/growth & development , Plant Roots/metabolism , Plants, Genetically Modified , Seedlings/genetics , Seedlings/growth & development , Nicotiana/genetics , Transcription Factors/genetics , Transcription Factors/metabolism
16.
Neural Netw ; 142: 316-328, 2021 Oct.
Article in English | MEDLINE | ID: mdl-34082287

ABSTRACT

Recently, tracking models based on bounding box regression (such as region proposal networks), built on the Siamese network, have attracted much attention. Despite their promising performance, these trackers are less effective in perceiving the target information in the following two aspects. First, existing regression models cannot take a global view of a large-scale target since the effective receptive field of a neuron is too small to cover the target with a large scale. Second, the neurons with a fixed receptive field (RF) size in these models cannot adapt to the scale and aspect ratio changes of the target. In this paper, we propose an adaptive ensemble perception tracking framework to address these issues. Specifically, we first construct a per-pixel prediction model, which predicts the target state at each pixel of the correlated feature. On top of the per-pixel prediction model, we then develop a confidence-guided ensemble prediction mechanism. The ensemble mechanism adaptively fuses the predictions of multiple pixels with the guidance of confidence maps, which enlarges the perception range and enhances the adaptive perception ability at the object-level. In addition, we introduce a receptive field adaption model to enhance the adaptive perception ability at the neuron-level, which adjusts the RF by adaptively integrating the features with different RFs. Extensive experimental results on the VOT2018, VOT2016, UAV123, LaSOT, and TC128 datasets demonstrate that the proposed algorithm performs favorably against the state-of-the-art methods in terms of accuracy and speed.


Subject(s)
Algorithms , Image Processing, Computer-Assisted , Perception , Attention
17.
Neural Netw ; 140: 344-354, 2021 Aug.
Article in English | MEDLINE | ID: mdl-33930720

ABSTRACT

Existing trackers usually exploit robust features or online updating mechanisms to deal with target variations which is a key challenge in visual tracking. However, the features being robust to variations remain little spatial information, and existing online updating methods are prone to overfitting. In this paper, we propose a dual-margin model for robust and accurate visual tracking. The dual-margin model comprises an intra-object margin between different target appearances and an inter-object margin between the target and the background. The proposed method is able to not only distinguish the target from the background but also perceive the target changes, which tracks target appearance changing and facilitates accurate target state estimation. In addition, to exploit rich off-line video data and learn general rules of target appearance variations, we train the dual-margin model on a large off-line video dataset. We perform tracking under a Siamese framework using the constructed appearance set as templates. The proposed method achieves accurate and robust tracking performance on five public datasets while running in real-time. The favorable performance against the state-of-the-art methods demonstrates the effectiveness of the proposed algorithm.


Subject(s)
Image Processing, Computer-Assisted/methods , Machine Learning , Pattern Recognition, Automated/methods
18.
Plant Cell Physiol ; 62(1): 28-42, 2021 Mar 25.
Article in English | MEDLINE | ID: mdl-32976554

ABSTRACT

A novel late embryogenesis abundant (LEA) gene, MsLEA-D34, was cloned from alfalfa (Medicago sativa L.). Its function and gene regulatory pathways were studied via overexpression (OE) and RNA interference (RNAi) of the gene in Arabidopsis and in hairy roots of alfalfa, as well as via analyzing key genes related to MsLEA-D34 during developmental phases in alfalfa. The results showed that MsLEA-D34 was a typical intrinsically disordered protein with a high capability for protein protection. Overexpression of MsLEA-D34 increased plant tolerance to osmotic and salt stresses, and caused Arabidopsis early flowering under drought and well-watered conditions. Overexpressing MsLEA-D34 induced up-regulation of FLOWERING LOCUS T (FT) and GIGANTEA (GI) at the flowering phase of Arabidopsis and hairy roots of alfalfa, but only FT was down-regulated in MsLEA-D34-RNAi lines. A positive effect of MsLEA-D34 on FT accumulation was demonstrated in alfalfa hairy roots. An ABA-responsive element (ABRE)-binding transcription factor (MsABF2), a novel transcription factor cloned from alfalfa, directly bound to the RY element in the MsLEA-D34 promoter and activated MsLEA-D34 expression. The above results indicate that MsLEA-D34 can regulate abiotic stress response in plants and influence flowering time of Arabidopsis.


Subject(s)
Flowers/growth & development , Genes, Plant/physiology , Medicago sativa/genetics , Arabidopsis , Cell Nucleus/metabolism , Cytoplasm/metabolism , Gene Expression Regulation, Plant/genetics , Genes, Plant/genetics , Medicago sativa/growth & development , Medicago sativa/physiology , Osmotic Pressure , Plant Proteins/genetics , Plant Proteins/metabolism , Plant Proteins/physiology , Plant Roots/metabolism , Plants, Genetically Modified , Salt Tolerance , Stress, Physiological
19.
Neural Netw ; 132: 364-374, 2020 Dec.
Article in English | MEDLINE | ID: mdl-32992243

ABSTRACT

Existing regression based tracking methods built on correlation filter model or convolution model do not take both accuracy and robustness into account at the same time. In this paper, we propose a dual-regression framework comprising a discriminative fully convolutional module and a fine-grained correlation filter component for visual tracking. The convolutional module trained in a classification manner with hard negative mining ensures the discriminative ability of the proposed tracker, which facilitates the handling of several challenging problems, such as drastic deformation, distractors, and complicated backgrounds. The correlation filter component built on the shallow features with fine-grained features enables accurate localization. By fusing these two branches in a coarse-to-fine manner, the proposed dual-regression tracking framework achieves a robust and accurate tracking performance. Extensive experiments on the OTB2013, OTB2015, and VOT2015 datasets demonstrate that the proposed algorithm performs favorably against the state-of-the-art methods.


Subject(s)
Image Processing, Computer-Assisted/methods , Algorithms
20.
J Genet Genomics ; 47(5): 249-261, 2020 05 20.
Article in English | MEDLINE | ID: mdl-32703661

ABSTRACT

Interspecies chimera through blastocyst complementation could be an alternative approach to create human organs in animals by using human pluripotent stem cells. A mismatch of the major histocompatibility complex of vascular endothelial cells between the human and host animal will cause graft rejection in the transplanted organs. Therefore, to achieve a transplantable organ in animals without rejection, creation of vascular endothelial cells derived from humans within the organ is necessary. In this study, to explore whether donor xeno-pluripotent stem cells can compensate for blood vasculature in host animals, we generated rat-mouse chimeras by injection of rat embryonic stem cells (rESCs) into mouse blastocysts with deficiency of Flk-1 protein, which is associated with endothelial and hematopoietic cell development. We found that rESCs could differentiate into vascular endothelial and hematopoietic cells in the rat-mouse chimeras. The whole yolk sac (YS) of Flk-1EGFP/EGFP rat-mouse chimera was full of rat blood vasculature. Rat genes related to vascular endothelial cells, arteries, and veins, blood vessels formation process, as well as hematopoietic cells, were highly expressed in the YS. Our results suggested that rat vascular endothelial cells could undergo proliferation, migration, and self-assembly to form blood vasculature and that hematopoietic cells could differentiate into B cells, T cells, and myeloid cells in rat-mouse chimeras, which was able to rescue early embryonic lethality caused by Flk-1 deficiency in mouse.


Subject(s)
Blastocyst/cytology , Blood Vessels/transplantation , Chimera/genetics , Hematopoietic Stem Cell Transplantation , Animals , Blastocyst/metabolism , Blood Vessels/metabolism , Embryo Transfer , Embryonic Stem Cells/transplantation , Hematopoietic Stem Cells/cytology , Hematopoietic Stem Cells/metabolism , Mice , Pluripotent Stem Cells/cytology , Pluripotent Stem Cells/metabolism , Rats
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