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1.
Mol Cell ; 76(1): 148-162.e7, 2019 10 03.
Artigo em Inglês | MEDLINE | ID: mdl-31447391

RESUMO

The rapid proliferation of cancer cells and dysregulated vasculature within the tumor leads to limited nutrient accessibility. Cancer cells often rewire their metabolic pathways for adaption to nutrient stress, and the underlying mechanism remains largely unknown. Glutamate dehydrogenase 1 (GDH1) is a key enzyme in glutaminolysis that converts glutamate to α-ketoglutarate (α-KG). Here, we show that, under low glucose, GDH1 is phosphorylated at serine (S) 384 and interacts with RelA and IKKß. GDH1-produced α-KG directly binds to and activates IKKß and nuclear factor κB (NF-κB) signaling, which promotes glucose uptake and tumor cell survival by upregulating GLUT1, thereby accelerating gliomagenesis. In addition, GDH1 S384 phosphorylation correlates with the malignancy and prognosis of human glioblastoma. Our finding reveals a unique role of α-KG to directly regulate signal pathway, uncovers a distinct mechanism of metabolite-mediated NF-κB activation, and also establishes the critical role of α-KG-activated NF-κB in brain tumor development.


Assuntos
Neoplasias Encefálicas/metabolismo , Proliferação de Células , Metabolismo Energético , Glioblastoma/metabolismo , Glucose/metabolismo , Glutamato Desidrogenase/metabolismo , Ácidos Cetoglutáricos/metabolismo , NF-kappa B/metabolismo , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Animais , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/patologia , Linhagem Celular Tumoral , Sobrevivência Celular , Criança , Feminino , Regulação Neoplásica da Expressão Gênica , Glioblastoma/genética , Glioblastoma/patologia , Glucose/deficiência , Transportador de Glucose Tipo 1/genética , Transportador de Glucose Tipo 1/metabolismo , Glutamato Desidrogenase/genética , Células HEK293 , Humanos , Quinase I-kappa B/genética , Quinase I-kappa B/metabolismo , Masculino , Camundongos Endogâmicos BALB C , Camundongos Nus , Pessoa de Meia-Idade , NF-kappa B/genética , Gradação de Tumores , Fosforilação , Transdução de Sinais , Fator de Transcrição RelA/genética , Fator de Transcrição RelA/metabolismo , Adulto Jovem
2.
Nature ; 571(7763): 127-131, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31243371

RESUMO

Cancer metastasis is the primary cause of morbidity and mortality, and accounts for up to 95% of cancer-related deaths1. Cancer cells often reprogram their metabolism to efficiently support cell proliferation and survival2,3. However, whether and how those metabolic alterations contribute to the migration of tumour cells remain largely unknown. UDP-glucose 6-dehydrogenase (UGDH) is a key enzyme in the uronic acid pathway, and converts UDP-glucose to UDP-glucuronic acid4. Here we show that, after activation of EGFR, UGDH is phosphorylated at tyrosine 473 in human lung cancer cells. Phosphorylated UGDH interacts with Hu antigen R (HuR) and converts UDP-glucose to UDP-glucuronic acid, which attenuates the UDP-glucose-mediated inhibition of the association of HuR with SNAI1 mRNA and therefore enhances the stability of SNAI1 mRNA. Increased production of SNAIL initiates the epithelial-mesenchymal transition, thus promoting the migration of tumour cells and lung cancer metastasis. In addition, phosphorylation of UGDH at tyrosine 473 correlates with metastatic recurrence and poor prognosis of patients with lung cancer. Our findings reveal a tumour-suppressive role of UDP-glucose in lung cancer metastasis and uncover a mechanism by which UGDH promotes tumour metastasis by increasing the stability of SNAI1 mRNA.


Assuntos
Neoplasias Pulmonares/genética , Neoplasias Pulmonares/patologia , Metástase Neoplásica/genética , Metástase Neoplásica/prevenção & controle , Estabilidade de RNA , Fatores de Transcrição da Família Snail/genética , Uridina Difosfato Glucose/metabolismo , Animais , Linhagem Celular Tumoral , Movimento Celular , Proteína Semelhante a ELAV 1/deficiência , Proteína Semelhante a ELAV 1/genética , Proteína Semelhante a ELAV 1/metabolismo , Transição Epitelial-Mesenquimal , Feminino , Humanos , Neoplasias Pulmonares/enzimologia , Neoplasias Pulmonares/metabolismo , Camundongos , Camundongos Nus , Fosfotirosina/metabolismo , Prognóstico , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , RNA Neoplásico/genética , RNA Neoplásico/metabolismo , Fatores de Transcrição da Família Snail/biossíntese , Uridina Difosfato Glucose Desidrogenase/química , Uridina Difosfato Glucose Desidrogenase/genética , Uridina Difosfato Glucose Desidrogenase/metabolismo , Uridina Difosfato Ácido Glucurônico/metabolismo
3.
Artigo em Inglês | MEDLINE | ID: mdl-38887798

RESUMO

Candida albicans deploys various morphological forms through complex switching mechanisms, ensuring its survival and thriving as a commensal or pathogen in vastly different human niches. In this study, we demonstrate that a novel ''rod'' morphological form of C. albicans coexists and is interchangeable with previously reported white, gray, and opaque forms, constituting a tetra-stable phenotypic switching system. Rod cells arise from the efg1 mutant of SC5314 cells or from the clinical BJ1097 strain cultured under glucose-free conditions. They are characterized by a distinct gene expression profile and can be stably maintained through in vitro passaging or in vivo inhabitation of the gastrointestinal (GI) tract of mice. Remarkably, the majority of the efg1 mutant cells become rod cells in N-acetylglucosamine (GlcNAc)-containing medium, and the GlcNAc sensor Ngs1 is instrumental in converting the white or gray cells to the rod cells. Conversely, glucose inhibits rod cells through Cph1; consequently, the loss of Cph1 in the efg1 mutantcells permits their conversion to rod cells in glucose-replete media. Notably, rod cells of the efg1/ cph1 mutant display superior adaptation and longer persistence in the murine GI environment than wild-type white cells. Taken together, these findings establish rod cells as a previously unappreciated form that is not only morphologically and transcriptionally distinguishable but also defined by specific genetic and environmental determinants, shedding light on complex fungus-host interactions.

4.
Mol Microbiol ; 118(1-2): 92-104, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-35713098

RESUMO

ATP-dependent chromatin remodeling complexes play important roles in many essential cellular processes, including transcription regulation, DNA replication, and repair. Evicting H2A.Z, a variant of histone H2A, from the promoter of hypha-specific genes is required for hyphal formation in Candida albicans. However, the mechanism that regulates H2A.Z removal during hyphal formation remains unknown. In this study, we demonstrated that Ino80, the core catalytic subunit of the INO80 complex, was recruited to hypha-specific promoters during hyphal induction in Arp8 dependent manner and facilitated the removal of H2A.Z. Deleting INO80 or mutating the ATPase site of Ino80 impairs the expression of hypha-specific genes (HSGs) and hyphal development. In addition, we showed that Ino80 was essential for the virulence of C. albicans during systemic infections in mice. Interestingly, Arp5, an INO80 complex-specific component, acts in concert with Ino80 during DNA damage responses but is dispensable for hyphal induction. Our findings clarified that Ino80 was critical for hyphal development, DNA damage response, and pathogenesis in C. albicans.


Assuntos
ATPases Associadas a Diversas Atividades Celulares , Candida albicans , Proteínas de Ligação a DNA , Histonas , ATPases Associadas a Diversas Atividades Celulares/genética , ATPases Associadas a Diversas Atividades Celulares/metabolismo , Animais , Candida albicans/enzimologia , Candida albicans/genética , Montagem e Desmontagem da Cromatina , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/metabolismo , Histonas/genética , Histonas/metabolismo , Hifas/genética , Hifas/metabolismo , Camundongos , Regiões Promotoras Genéticas/genética
5.
Acta Biochim Biophys Sin (Shanghai) ; 55(3): 508-517, 2023 Mar 25.
Artigo em Inglês | MEDLINE | ID: mdl-36896644

RESUMO

Candida albicans ( C. albicans) is an opportunistic pathogen in humans and possesses a white-opaque heritable switching system. Wor1 is a master regulator of white-opaque switching and is essential for opaque cell formation in C. albicans. However, the regulatory network of Wor1 in white-opaque switching is still vague. In this study, we obtain a series of Wor1-interacting proteins using LexA-Wor1 as bait. Among these proteins, function unknown now 30 (Fun30) interacts with Wor1 in vitro and in vivo. Fun30 expression is upregulated in opaque cells at the transcriptional and protein levels. Loss of FUN30 attenuates white-to-opaque switching, while ectopic expression of FUN30 significantly increases white-to-opaque switching in an ATPase activity-dependent manner. Furthermore, FUN30 upregulation is dependent on CO 2; loss of FLO8, a key CO 2-sensing transcriptional regulator, abolishes FUN30 upregulation. Interestingly, deletion of FUN30 affects the WOR1 expression regulation feedback loop. Thus, our results indicate that the chromatin remodeller Fun30 interacts with Wor1 and is required for WOR1 expression and opaque cell formation.


Assuntos
Candida albicans , Proteínas Fúngicas , Humanos , Candida albicans/metabolismo , Proteínas Fúngicas/genética , Proteínas Fúngicas/metabolismo , Nucleossomos/metabolismo , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo , Fenótipo
6.
Mol Microbiol ; 115(2): 332-343, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-33010070

RESUMO

The reversible yeast-hyphae transition of the human fungal pathogen Candida albicans is tightly linked to its pathogenicity. In this study, we show that histone H2B mono-ubiquitination (H2Bub) at lysine 123 was maintained at a low level in the yeast state, whereas it increased significantly during yeast-to-hyphae transition and decreased when hyphae converted to yeast. The increased H2Bub level is correlated with activation of the hyphal program. H2B ubiquitination and deubiquitination are dynamically regulated by the E3 ligase Bre1 and the deubiquitinase Ubp8 during the reversible yeast-hyphae transition. The functions of Bre1 and Ubp8 in hypha-specific gene (HSG) regulation appears to be direct because both are recruited to the coding regions of HSGs during hyphal induction. The sequential recruitment of Bre1 and Ubp8 to HSGs coding regions is important for the initiation and maintenance of HSG expression. Additionally, Ubp8 contributes to the pathogenicity of C. albicans during early infection in a mouse model. Our study is the first to link H2B ubiquitination to the morphological plasticity and pathogenicity of the human fungal pathogen C. albicans and shed light on potential antifungal treatments.


Assuntos
Candida albicans/genética , Hifas/metabolismo , Ubiquitina-Proteína Ligases/metabolismo , Candida albicans/metabolismo , Proteínas Fúngicas/metabolismo , Expressão Gênica/genética , Regulação Fúngica da Expressão Gênica/genética , Histonas/metabolismo , Hifas/genética , Ubiquitinação
7.
J Am Chem Soc ; 141(11): 4704-4710, 2019 03 20.
Artigo em Inglês | MEDLINE | ID: mdl-30810030

RESUMO

We demonstrated that a purely organic stack, namely, TPE-3-stack, can be assembled in high yield by using dynamic imine chemistry. TPE-3-stack emits strong fluorescence not only in the solid state (ϕPL = 83%) but also in dilute solutions (e.g., ϕPL = 82% in DMSO), which is significantly distinct from the case of the aggregation-caused quenching (ACQ) and aggregation-induced emission (AIE) chromophores. In addition, it shows high spectral, thermal, and chemical stabilities as well as excellent solubility in common solvents. Therefore, this stack is feasible for fabricating a solution-processed electroluminescent device, which displays brightness over 1000 cd m-2 and a current efficiency up to 2.3 cd A-1. TPE-3-stack is also demonstrated as a promising fluorescent visualizer for lysosome imaging. Such characteristics of the stack compound were attributed to the efficient suppression of intramolecular rotation and vibration by locking its structure into the rigid framework by means of a self-assembly strategy.


Assuntos
Iminas/química , Luminescência , Imagem Óptica/métodos , Sobrevivência Celular , Eletroquímica , Estudos de Viabilidade , Células HeLa , Humanos , Modelos Moleculares , Conformação Molecular
8.
Angew Chem Int Ed Engl ; 58(19): 6280-6284, 2019 May 06.
Artigo em Inglês | MEDLINE | ID: mdl-30865365

RESUMO

Owing to the quite similar chemical properties of H2 O and D2 O, rational molecular design of D2 O optical sensors has not been realized so far. Now purely organic chromophores bearing OH groups with appropriate pKa values are shown to display distinctly different optical responding properties toward D2 O and H2 O owing to the slight difference in acidity between D2 O and H2 O. This discovery is a new and facile strategy for the construction of D2 O optical sensors. Through this strategy, ratiometric colorimetric D2 O sensor of NIM-2F and colorimetric/fluorescent dual-channel D2 O sensor of AF were acquired successfully. Both NIM-2F and AF can not only qualitatively distinguish D2 O from H2 O by the naked eye, but also quantitatively detect the H2 O content in D2 O.

10.
Chem Asian J ; 19(1): e202300872, 2024 Jan 02.
Artigo em Inglês | MEDLINE | ID: mdl-37945534

RESUMO

Although molecular self-assembled porous materials capable of ratiometric fluorescence probing and recycling of metal ions are both economically and environmentally attractive, very few current efforts have been devoted. Herein, we demonstrated a three-dimensional pure organic cage, namely 4-cage, which can serve as a fluorescent probe for simultaneous ratiometric detection and recycling of Ag+ ion. Taking advantage of the promising emission behavior of its rigidified tetraphenylethylene scaffolds and the chelating ability of its dynamically reversible imine moieties, on one hand, upon the addition of Ag+ , 4-cage undergoes coordination to form a stable but poorly soluble fluorescent complex, Ag+ @4-cage, accompanied by a fluorescence color change from bluish-green to yellowish-green. This allows us to differentiate Ag+ from other cations with high selectivity. On the other hand, upon the addition of Cl- anion, Ag+ @4-cage can be effectively converted into free 4-cage due to the competitive coordination of Cl- with Ag+ . Through this process, secondary usage of 4-cage and the recycling of Ag+ ion can be achieved.

11.
Biomaterials ; 304: 122424, 2024 01.
Artigo em Inglês | MEDLINE | ID: mdl-38103347

RESUMO

Carbohydrates have emerged as promising candidates for immunomodulation, however, how to present them to immune cells and achieve potent immunostimulatory efficacy remains challenging. Here, we proposed and established an effective way of designing unique glyconanoparticles that can amplify macrophage-mediated immune responses through structural mimicry and multiple stimulation. We demonstrate that surface modification with glucose can greatly augment the immunostimulatory efficacy of nanoparticles, comparing to mannose and galactose. In vitro studies show that glucosylation improved the pro-inflammatory efficacy of iron oxide nanoparticles (IONPs) by up to 300-fold, with the immunostimulatory activity of glucosylated IONPs even surpassing that of LPS under certain conditions. In vivo investigation show that glucosylated IONPs elicited increased antitumor immunity and achieved favorable therapeutic outcomes in multiple murine tumor models. Mechanistically, we proposed that glucosylation potentiated the immunostimulatory effect of IONPs by amplifying toll-like receptors 4 (TLR4) activation. Specifically, glucosylated IONPs directly interacted with the TLR4-MD2 complex, resulting in M1 macrophage polarization and enhanced antitumor immunity via activation of NF-κB, MAPK, and STAT1 signaling pathways. Our work provides a simple modification strategy to endow nanoparticles with potent TLR4 agonist effects, which may shed new light on the development of artificial immune modulators for cancer immunotherapy.


Assuntos
Nanopartículas , Receptor 4 Toll-Like , Camundongos , Animais , Receptor 4 Toll-Like/metabolismo , Macrófagos/metabolismo , Nanopartículas/química , NF-kappa B/metabolismo , Transdução de Sinais
12.
Adv Sci (Weinh) ; 10(17): e2205818, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-37078828

RESUMO

Herein, we observed that nuclear localization of phosphoglycerate dehydrogenase (PHGDH) is associated with poor prognosis in liver cancer, and Phgdh is required for liver cancer progression in a mouse model. Unexpectedly, impairment of Phgdh enzyme activity exerts a slight effect in a liver cancer model. In liver cancer cells, the aspartate kinase-chorismate mutase-tyrA prephenate dehydrogenase (ACT) domain of PHGDH binds nuclear cMyc to form a transactivation axis, PHGDH/p300/cMyc/AF9, which drives chemokine CXCL1 and IL8 gene expression. Then, CXCL1 and IL8 promote neutrophil recruitment and enhance tumor-associated macrophage (TAM) filtration in the liver, thereby advancing liver cancer. Forced cytosolic localization of PHGDH or destruction of the PHGDH/cMyc interaction abolishes the oncogenic function of nuclear PHGDH. Depletion of neutrophils by neutralizing antibodies greatly hampers TAM filtration. These findings reveal a nonmetabolic role of PHGDH with altered cellular localization and suggest a promising drug target for liver cancer therapy by targeting the nonmetabolic region of PHGDH.


Assuntos
Neoplasias Hepáticas , Fosfoglicerato Desidrogenase , Animais , Camundongos , Fosfoglicerato Desidrogenase/genética , Fosfoglicerato Desidrogenase/metabolismo , Linhagem Celular Tumoral , Interleucina-8 , Microambiente Tumoral
13.
Genome Biol ; 24(1): 67, 2023 04 06.
Artigo em Inglês | MEDLINE | ID: mdl-37024923

RESUMO

N6-methyladenosine (m6A) modification has been shown to regulate RNA metabolism. Here, we investigate m6A dynamics during maternal-to-zygotic transition (MZT) in mice through multi-omic analysis. Our results show that m6A can be maternally inherited or de novo gained after fertilization. Interestingly, m6A modification on maternal mRNAs not only correlates with mRNA degradation, but also maintains the stability of a small group of mRNAs thereby promoting their translation after fertilization. We identify Ythdc1 and Ythdf2 as key m6A readers for mouse preimplantation development. Our study reveals a key role of m6A mediated RNA metabolism during MZT in mammals.


Assuntos
Leitura , Zigoto , Animais , Camundongos , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Zigoto/metabolismo , Desenvolvimento Embrionário/genética , Mamíferos/genética , Redação , Regulação da Expressão Gênica no Desenvolvimento
14.
Cell Stem Cell ; 30(3): 283-299.e9, 2023 03 02.
Artigo em Inglês | MEDLINE | ID: mdl-36787740

RESUMO

Stem cell-independent reprogramming of differentiated cells has recently been identified as an important paradigm for repairing injured tissues. Following periportal injury, mature hepatocytes re-activate reprogramming/progenitor-related genes (RRGs) and dedifferentiate into liver progenitor-like cells (LPLCs) in both mice and humans, which contribute remarkably to regeneration. However, it remains unknown which and how external factors trigger hepatocyte reprogramming. Here, by employing single-cell transcriptional profiling and lineage-specific deletion tools, we uncovered that periportal-specific LPLC formation was initiated by regionally activated Kupffer cells but not peripheral monocyte-derived macrophages. Unexpectedly, using in vivo screening, the proinflammatory factor IL-6 was identified as the niche signal repurposed for RRG induction via STAT3 activation, which drove RRG expression through binding to their pre-accessible enhancers. Notably, RRGs were activated through injury-specific rather than liver embryogenesis-related enhancers. Collectively, these findings depict an injury-specific niche signal and the inflammation-mediated transcription in driving the conversion of hepatocytes into a progenitor phenotype.


Assuntos
Interleucina-6 , Células de Kupffer , Animais , Humanos , Camundongos , Diferenciação Celular , Hepatócitos/metabolismo , Interleucina-6/metabolismo , Células de Kupffer/fisiologia , Fígado , Regeneração Hepática/fisiologia
15.
Cell Res ; 33(3): 245-257, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36646759

RESUMO

Emerging evidence demonstrates that some metabolic enzymes that phosphorylate soluble metabolites can also phosphorylate a variety of protein substrates as protein kinases to regulate cell cycle, apoptosis and many other fundamental cellular processes. However, whether a metabolic enzyme dephosphorylates protein as a protein phosphatase remains unknown. Here we reveal the gluconeogenic enzyme fructose 1,6-biphosphatase 1 (FBP1) that catalyzes the hydrolysis of fructose 1,6-bisphosphate (F-1,6-BP) to fructose 6-phosphate (F-6-P) as a protein phosphatase by performing a high-throughput screening of metabolic phosphatases with molecular docking followed by molecular dynamics (MD) simulations. Moreover, we identify IκBα as the substrate of FBP1-mediated dephosphorylation by performing phosphoproteomic analysis. Mechanistically, FBP1 directly interacts with and dephosphorylates the serine (S) 32/36 of IκBα upon TNFα stimulation, thereby inhibiting NF-κB activation. MD simulations indicate that the catalytic mechanism of FBP1-mediated IκBα dephosphorylation is similar to F-1,6-BP dephosphorylation, except for higher energetic barriers for IκBα dephosphorylation. Functionally, FBP1-dependent NF-κB inactivation suppresses colorectal tumorigenesis by sensitizing tumor cells to inflammatory stresses and preventing the mobilization of myeloid-derived suppressor cells. Our finding reveals a previously unrecognized role of FBP1 as a protein phosphatase and establishes the critical role of FBP1-mediated IκBα dephosphorylation in colorectal tumorigenesis.


Assuntos
Neoplasias Colorretais , Frutose-Bifosfatase , Humanos , Frutose-Bifosfatase/análise , Frutose-Bifosfatase/metabolismo , NF-kappa B , Inibidor de NF-kappaB alfa , Simulação de Acoplamento Molecular , Carcinogênese , Monoéster Fosfórico Hidrolases , Transformação Celular Neoplásica , Frutose
16.
Infect Drug Resist ; 16: 3607-3617, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37309379

RESUMO

Purpose: Blood cultures (BCs) are essential laboratory tests for diagnosing blood stream infections. BC diagnostic improvement depends on several factors during the preanalytical phase outside of innovative technologies. In order to evaluate the impact of an educational program on BC quality improvement, a total of 11 hospitals across China were included from June 1st 2020 to January 31st 2021. Methods: Each hospital recruited 3 to 4 wards to participate. The project was divided into three different periods, pre-implementation (baseline), implementation (educational activities administered to the medical staff) and post-implementation (experimental group). The educational program was led by hospital microbiologists and included professional presentations, morning meetings, academic salons, seminars, posters and procedural feedback. Results: The total number of valid BC case report forms was 6299, including 2739 sets during the pre-implementation period and 3560 sets during the post-implementation period. Compared with the pre-implementation period, some indicators, such as the proportion of patients who had 2 sets or more, volume of blood cultured, and BC sets per 1000 patient days, were improved in the post-implementation period (61.2% vs 49.8%, 18.56 vs 16.09 sets, and 8.0 vs 9.0mL). While BC positivity and contamination rates did not change following the educational intervention (10.44% vs 11.97%, 1.86% vs 1.94%, respectively), the proportion of coagulase negative staphylococci-positive samples decreased in BSI patients (6.87% vs 4.28%). Conclusion: Therefore, medical staff education can improve BC quality, especially increasing volume of blood cultured as the most important variable to determine BC positivity, which may lead to improved BSI diagnosis.

17.
J Alzheimers Dis ; 94(3): 1005-1012, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37355892

RESUMO

BACKGROUND: The mechanism of gait disorder in patients with cerebral small vessel disease (CSVD) remains unclear. Limited studies have compared the effect of cerebral microbleeds (CMBs) and lacunes on gait disturbance in CSVD patients in different anatomical locations. OBJECTIVE: To investigate the relationship of quantitative gait parameters with varied anatomically located MRI imaging markers in patients with CSVD. METHODS: Quantitative gait tests were performed on 127 symptomatic CSVD patients all with diffuse distributed white matter hyperintensities (WMHs). CMBs and lacunes in regard to anatomical locations and burdens were measured. The correlation between CSVD imaging markers and gait parameters was evaluated using general linear model analysis. RESULTS: Presence of CMBs was significantly associated with stride length (ß= -0.098, p = 0.0272) and right step length (ß= -0.054, p = 0.0206). Presence of CMBs in basal ganglia (BG) was significantly associated with stride length and step length. Presence of CMBs in brainstem was significantly associated with gait parameters including stride length, step length, step height, and step width. Presence of lacunes in brainstem was significantly associated with gait speed (ß= -0.197, p = 0.0365). However, presence of lacunes in the other areas was not associated with worse gait performances. CONCLUSION: BG and brain stem located CMBs contributed to gait impairment in symptomatic CSVD patients.


Assuntos
Hemorragia Cerebral , Doenças de Pequenos Vasos Cerebrais , Humanos , Hemorragia Cerebral/complicações , Gânglios da Base/diagnóstico por imagem , Imageamento por Ressonância Magnética/métodos , Doenças de Pequenos Vasos Cerebrais/complicações , Doenças de Pequenos Vasos Cerebrais/diagnóstico por imagem , Tronco Encefálico/diagnóstico por imagem
18.
J Pharm Anal ; 13(8): 942-954, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-37719194

RESUMO

Single-cell or low-input multi-omics techniques have revolutionized the study of pre-implantation embryo development. However, the single-cell or low-input proteomic research in this field is relatively underdeveloped because of the higher threshold of the starting material for mammalian embryo samples and the lack of hypersensitive proteome technology. In this study, a comprehensive solution of ultrasensitive proteome technology (CS-UPT) was developed for single-cell or low-input mouse oocyte/embryo samples. The deep coverage and high-throughput routes significantly reduced the starting material and were selected by investigators based on their demands. Using the deep coverage route, we provided the first large-scale snapshot of the very early stage of mouse maternal-to-zygotic transition, including almost 5,500 protein groups from 20 mouse oocytes or zygotes for each sample. Moreover, significant protein regulatory networks centered on transcription factors and kinases between the MII oocyte and 1-cell embryo provided rich insights into minor zygotic genome activation.

19.
Comput Intell Neurosci ; 2022: 8556103, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35669643

RESUMO

This study is aiming at the nonlinear mapping relationship between the groundwater level and its influencing factors. Through the design and calculation process of matlab7 platform, taking the monitoring wells distributed in an open-pit mining area as an example, the short-term prediction of groundwater dynamics in the study area is carried out by using BP neural network model and BP neural network model based on genetic algorithm. Root mean squared error (RMSE), Mean absolute percent-age error (MAPE) and Nash-Sutcliffe efficiency (NSE) are used coefficients,, and the results were compared with BP neural network and stepwise regression model. From the results of the comparative analysis, the genetic algorithm optimized the BP neural network model in the training phase and the test phase, the RMSE was 0.25 and 0.36, the MAPE was 6.7 and 8.13%, and the NSE was 0.87 and 0.72, respectively. The BP neural network model optimized by genetic algorithm is obviously superior to the BP neural network model, which is an ideal prediction model for short-term groundwater level. This model can provide a prediction method for groundwater dynamic prediction and has a good application prospect.


Assuntos
Água Subterrânea , Multimídia , Redes Neurais de Computação
20.
IEEE Trans Image Process ; 31: 3017-3031, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35385384

RESUMO

In this paper, we propose a dynamic graph modeling approach to learn spatial-temporal representations for video summarization. Most existing video summarization methods extract image-level features with ImageNet pre-trained deep models. Differently, our method exploits object-level and relation-level information to capture spatial-temporal dependencies. Specifically, our method builds spatial graphs on the detected object proposals. Then, we construct a temporal graph by using the aggregated representations of spatial graphs. Afterward, we perform relational reasoning over spatial and temporal graphs with graph convolutional networks and extract spatial-temporal representations for importance score prediction and key shot selection. To eliminate relation clutters caused by densely connected nodes, we further design a self-attention edge pooling module, which disregards meaningless relations of graphs. We conduct extensive experiments on two popular benchmarks, including the SumMe and TVSum datasets. Experimental results demonstrate that the proposed method achieves superior performance against state-of-the-art video summarization methods.

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