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1.
ACS Nano ; 18(20): 13117-13129, 2024 May 21.
Artigo em Inglês | MEDLINE | ID: mdl-38727027

RESUMO

The complexity, heterogeneity, and drug resistance of diseases necessitate a shift in therapeutic paradigms from monotherapy to combination therapy, which could augment treatment efficiency. Effective treatment of advanced osteoarthritis (OA) requires addressing three key factors contributing to its deterioration: chronic joint inflammation, lubrication dysfunction, and cartilage-tissue degradation. Herein, we present a supramolecular nanomedicine of multifunctionality via molecular recognition and self-assembly. The employed macrocyclic carrier, zwitterion-modified cavitand (CV-2), not only accurately loads various drugs but also functions as a therapeutic agent with lubricating properties for the treatment of OA. Kartogenin (KGN), a drug for articular cartilage regeneration and protection, and flurbiprofen (FP), an anti-inflammatory agent, were coloaded onto CV-2 assembly, forming a supramolecular nanomedicine KGN&FP@CV-2. The three-in-one combination therapy of KGN&FP@CV-2 addresses the three pathological features for treating OA collectively, and thus provides long-term therapeutic benefits for OA through sustained drug release and intrinsic lubrication in vivo. The multifunctional integration of macrocyclic delivery and therapeutics provides a simple, flexible, and universal platform for the synergistic treatment of diseases involving multiple drugs.


Assuntos
Flurbiprofeno , Osteoartrite , Osteoartrite/tratamento farmacológico , Osteoartrite/patologia , Animais , Flurbiprofeno/química , Flurbiprofeno/administração & dosagem , Flurbiprofeno/farmacologia , Ácidos Ftálicos/química , Ácidos Ftálicos/farmacologia , Sistemas de Liberação de Medicamentos , Humanos , Portadores de Fármacos/química , Lubrificação , Liberação Controlada de Fármacos , Camundongos , Masculino , Anilidas
2.
Materials (Basel) ; 17(9)2024 May 04.
Artigo em Inglês | MEDLINE | ID: mdl-38730957

RESUMO

In order to address the issues of energy depletion, more resources are being searched for in the deep sea. Therefore, research into how the deep-sea environment affects cement-based materials for underwater infrastructure is required. This paper examines the impact of ocean depth (0, 500, 1000, and 1500 m) on the ion interaction processes in concrete nanopores using molecular dynamics simulations. At the portlandite interface, the local structural and kinetic characteristics of ions and water molecules are examined. The findings show that the portlandite surface hydrophilicity is unaffected by increasing depth. The density profile and coordination number of ions alter as depth increases, and the diffusion speed noticeably decreases. The main cause of the ions' reduced diffusion velocity is expected to be the low temperature. This work offers a thorough understanding of the cement hydration products' microstructure in deep sea, which may help explain why cement-based underwater infrastructure deteriorates over time.

3.
Front Public Health ; 12: 1329768, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38737867

RESUMO

Objectives: This study aimed to analyze the influencing factors of hospitalization cost of hypertensive patients in TCM (traditional Chinese medicine, TCM) hospitals, which can provide a scientific basis for hospitals to control the hospitalization cost of hypertension. Methods: In this study, 3,595 hospitalized patients with a primary diagnosis of tertiary hypertension in Tianshui City Hospital of TCM, Gansu Province, China, from January 2017 to June 2022, were used as research subjects. Using univariate analysis to identify the relevant variables of hospitalization cost, followed by incorporating the statistically significant variables of univariate analysis as independent variables in multiple linear regression analysis, and establishing the path model based on the results of the multiple linear regression finally, to explore the factors influencing hospitalization cost comprehensively. Results: The results showed that hospitalization cost of hypertension patients were mainly influenced by length of stay, age, admission pathways, payment methods of medical insurance, and visit times, with length of stay being the most critical factor. Conclusion: The Chinese government should actively exert the characteristics and advantages of TCM in the treatment of chronic diseases such as hypertension, consistently optimize the treatment plans of TCM, effectively reduce the length of stay and steadily improve the health literacy level of patients, to alleviate the illnesses pain and reduce the economic burden of patients.


Assuntos
Hospitalização , Hipertensão , Medicina Tradicional Chinesa , Humanos , Feminino , Hipertensão/economia , Masculino , Pessoa de Meia-Idade , Medicina Tradicional Chinesa/economia , Medicina Tradicional Chinesa/estatística & dados numéricos , Hospitalização/economia , Hospitalização/estatística & dados numéricos , China , Idoso , Tempo de Internação/estatística & dados numéricos , Tempo de Internação/economia , Adulto , Custos Hospitalares/estatística & dados numéricos
4.
Brain ; 2024 May 13.
Artigo em Inglês | MEDLINE | ID: mdl-38739753

RESUMO

Human brain organoids represent a remarkable platform for modeling neurological disorders and a promising brain repair approach. However, the effects of physical stimulation on their development and integration remain unclear. Here, we report that low-intensity ultrasound significantly increases neural progenitor cell proliferation and neuronal maturation in cortical organoids. Histological assays and single-cell gene expression analyses reveal that low-intensity ultrasound improves the neural development in cortical organoids. Following organoid grafts transplantation into the injured somatosensory cortices of adult mice, longitudinal electrophysiological recordings and histological assays reveal that ultrasound-treated organoid grafts undergo advanced maturation. They also exhibit enhanced pain-related gamma-band activity and more disseminated projections into the host brain than the untreated groups. Finally, low-intensity ultrasound ameliorates neuropathological deficits in a microcephaly brain organoid model. Hence, low-intensity ultrasound stimulation advances the development and integration of brain organoids, providing a strategy for treating neurodevelopmental disorders and repairing cortical damage.

5.
Acta Psychol (Amst) ; 247: 104318, 2024 May 11.
Artigo em Inglês | MEDLINE | ID: mdl-38735248

RESUMO

This study aimed to comprehensively analyze Language Learning through Music on the academic achievement (AA), creative thinking (CT), and self-esteem (SE) of English as a Foreign Language (EFL) Learners. With the rapid progress of technology, there has been a growing interest in exploring innovative teaching methods that not only enhance learning outcomes but also actively engage students in the language learning process. However, the specific impact of technology-enhanced language learning through music (TELLTM) on these language learning outcomes has received limited attention in previous research. In 2023, a sample of 360 male elementary-level language learners was selected using a multiple-stage cluster sampling (MSCS) technique. The participants' homogeneity was assessed through the Oxford Quick Placement Test (OQPT), administered following a random sampling procedure. Data collection involved the administration of three questionnaires: The academic achievement questionnaire, the self-esteem questionnaire, and the creative thinking questionnaire. The findings of the study analyzed through descriptive and inferential statistics, revealed a significant positive impact of TELLTM on the AA, CT, and SE of EFL learners. These results have important implications for educators, curriculum developers, and policymakers, providing valuable insights into the incorporation of TELLTM into English language instruction. The use of these three questionnaires provided valuable insights into the effectiveness of TELLTM in enhancing various aspects of language learning. These findings underscore the importance of incorporating music into language instruction and offer practical guidance for educators seeking to improve their teaching practices.

6.
J Org Chem ; 2024 May 13.
Artigo em Inglês | MEDLINE | ID: mdl-38741072

RESUMO

A convenient method for the synthesis of perdeuterated alkyl amides/amines is disclosed. Perdeuterated acetyl amides can be achieved by a hydrogen-deuterium (H/D) exchange protocol with Pt/C as a catalyst and D2O as a deuterium source under mild conditions. After removal or reduction of the acetyl group, this protocol can provide perdeuterated primary, secondary, and tertiary amines, which are difficult to achieve via other methods.

7.
Health Educ Behav ; 51(3): 446-456, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38741366

RESUMO

Narratives have been widely acknowledged as a powerful persuasion tool in health promotion and education. Recently, great efforts have been devoted to identifying message components and causal pathways that maximize a narrative's persuasion power. Specifically, we investigated how narrator point of view and readers' subjective relative risk moderate the effects of protagonist competence on intentions to adopt osteoporosis-prevention behaviors, and proposed identification with the protagonist, self-referencing, and fear arousal as three mediators explaining the effect. Women aged 35 to 55, still young enough to reduce osteoporosis risk, read a narrative in which the 60-year-old female character reflects on either taking actions to prevent osteoporosis (competent protagonist) or failing to do so, resulting in osteoporosis (incompetent protagonist) (N = 563). The narratives were told from either the first- or third-person point of view. We found that women who perceived themselves to be at lower risk for developing osteoporosis relative to their peers identified more with the competent protagonist. For women at higher perceived risk, the competent and incompetent protagonists elicited similar levels of identification. Identification was higher when the protagonist's story was told from the first-person perspective, but only for the incompetent protagonist narrative. Identification, self-referencing, and fear arousal played important mediating roles. Implications for theory development and practice are examined.


Assuntos
Narração , Osteoporose , Comunicação Persuasiva , Humanos , Feminino , Pessoa de Meia-Idade , Osteoporose/prevenção & controle , Adulto , Medo , Intenção
8.
Environ Pollut ; 351: 124079, 2024 Apr 29.
Artigo em Inglês | MEDLINE | ID: mdl-38692390

RESUMO

With the application of engineered nanomaterials and antibiotics in the fields of medicine, aerospace, new energy and agriculture, the associated contamination is detected widely in soil-groundwater systems. It is of great scientific and practical significance to deeply explore the environmental interface process between nanoparticles and antibiotics for the scientific assessment of environmental fate and ecological environmental risks, as well as the development of new composite pollution control technologies. In this study, the co-transport behaviors of positively charged titanium dioxide nanoparticles (TiO2-NPs) and negatively charged levofloxacin (LEV) in quartz sand (QS) are investigated in this study. The results show that TiO2-NPs hardly flow out when transported alone in the column because of its positive charge, which creates a strong attraction with the negatively charged quartz sand on the surface. When TiO2-NPs co-migrate with LEV in porous media, the presence of LEV promotes the transport of TiO2-NPs, while the presence of TiO2-NPs inhibits LEV transport. Non-XDLVO interactions based on molecular dynamics (MD) simulations can help explain the observed promotion and inhibition phenomena as well as the correlation between TiO2-NPs and LEV. The results indicate that TiO2-LEV complexes or aggregates can be formed during the co-transportation process of TiO2-NPs and LEV in porous media. As flow velocity increases from 0.204 cm min-1 to 1.630 cm min-1, both the transport capacities of TiO2-NPs and LEV are enhanced significantly. Under the condition of high citric acid (CA) concentration (15 mmol L-1), the transport capacity of TiO2-NPs is slightly inhibited, while the transport capacity of LEV is enhanced. This study provides new insights into the transport of nanometallic oxides and antibiotics in porous media, which suggests that non-XDLVO interactions should be considered together when assessing the environmental risks and fate of nanometallic oxides and antibiotics in soil-groundwater systems.

9.
Dev Biol ; 512: 13-25, 2024 May 03.
Artigo em Inglês | MEDLINE | ID: mdl-38703942

RESUMO

Drosophila melanogaster is an ideal model organism for investigating spermatogenesis due to its powerful genetics, conserved genes and visible morphology of germ cells during sperm production. Our previous work revealed that ocnus (ocn) knockdown resulted in male sterility, and CG9920 was identified as a significantly downregulated protein in fly abdomen after ocn knockdown, suggesting a role of CG9920 in male reproduction. In this study, we found that CG9920 was highly expressed in fly testes. CG9920 knockdown in fly testes caused male infertility with no mature sperms in seminal vesicles. Immunofluorescence staining showed that depletion of CG9920 resulted in scattered spermatid nuclear bundles, fewer elongation cones that did not migrate to the anterior region of the testis, and almost no individualization complexes. Transmission electron microscopy revealed that CG9920 knockdown severely disrupted mitochondrial morphogenesis during spermatogenesis. Notably, we found that CG9920 might not directly interact with Ocn, but rather was inhibited by STAT92E, which itself was indirectly affected by Ocn. We propose a possible novel pathway essential for spermatogenesis in D. melanogaster, whereby Ocn indirectly induces CG9920 expression, potentially counteracting its inhibition by the JAK-STAT signaling pathway.

10.
Int J Qual Stud Health Well-being ; 19(1): 2357147, 2024 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38768393

RESUMO

BACKGROUND: Love could play a role in motivating teachers to help students and is closely related to students' achievement and prosocial behaviour. Though influenced by culture, teachers' love is not adequately studied. PURPOSE: This study explores how Chinese teachers' compassionate love is expressed and how situational factors such as Chinese culture and history influence or motivate teachers to perceive and express compassionate love for students. METHOD: This study adopted a qualitative approach of narrative study by describing and investigating the experience of a Chinese middle school teacher and two middle school students and their parents during COVID-19 pandemic. FINDINGS: Chinese teacher's compassionate love demonstrates some universal features in terms of emotional response, cognitive understanding and behaviour. Furthermore some Chinese culture-related features are also found: Chinese teachers behave in a caring and supporting way at the cost of sacrificing their own free time and comfort; an enduring long-term teacher-student relationship is valued; the Chinese culture encourages, sustains and motivates Chinese teacher's compassionate love. DISCUSSION: Teacher's compassionate love is a multi-dimensional concept entailing some universal traits in cognition, emotion and behaviour. The perception and enactment of teacher's love is subject to situational factors. Some measures for compassionate love could be built into teacher's education programme.


Assuntos
COVID-19 , Empatia , Amor , Professores Escolares , Humanos , Professores Escolares/psicologia , China/etnologia , Feminino , Masculino , Estudantes/psicologia , Pesquisa Qualitativa , Relações Interpessoais , Emoções , Adulto , Motivação , Cultura , SARS-CoV-2 , Adolescente
11.
World J Oncol ; 15(3): 521-525, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38751705

RESUMO

Inflammatory myofibroblastic tumors (IMTs), which involve the proliferation of fibroblastic-myofibroblastic cells mixed with inflammatory infiltrates, are exceedingly rare in the extremities. There are no reported IMTs involving the sciatic nerve. This type of involvement may cause entrapment of the sciatic nerve, whose symptoms may mimic lumbar disc herniation (LDH), especially when it occurs in patients with lumbar degenerative disc disease. We describe the case of a 40-year-old male with lumbar degenerative disc disease accompanied by IMT involving the sciatic nerve whose symptoms mimicked LDH and posed a diagnostic challenge. We showed the course of the disease as well as the systematic imaging manifestations of IMTs involving the sciatic nerve and discussed their therapeutic management.

12.
Adv Mater ; : e2403880, 2024 May 09.
Artigo em Inglês | MEDLINE | ID: mdl-38723049

RESUMO

Classic approaches to integrate flexible capacitive sensor performance are to on-demand microstructuring dielectric layers and to adjust dielectric material compositions via the introduction of insoluble carbon additives (to increase sensitivity) or dynamic interactions (to achieve self-healing). However, the sensor's enhanced performances often come with increased material complexity, discouraging its circular economy. Herein, a new intrinsic self-healable, closed-loop recyclable dielectric layer material, a fully nature-derived dynamic covalent poly(disulfide) decorated with rich H bonding and metal-catechol complexations is introduced. The polymer network possesses a mechanically ductile character with an Arrhenius-type temperature-dependent viscoelasticity. The assembled capacitive pressure sensor is able to achieve a sensitivity of up to 9.26 kPa-1, fast response/recovery time of 32/24 ms, and can deliver consistent signals of continuous consecutive cycles even after being self-healed or closed-loop recycled for real-time detection of human motions. This is expected to be of high interest for current capacitive sensing research to move toward a life-like, high performance, and circular economy direction.

14.
Medicine (Baltimore) ; 103(19): e38091, 2024 May 10.
Artigo em Inglês | MEDLINE | ID: mdl-38728467

RESUMO

To screen immune-related prognostic biomarkers in low-grade glioma (LGG), and reveal the potential regulatory mechanism. The differential expressed genes (DEGs) between alive and dead patients were initially identified, then the key common genes between DEGs and immune-related genes were obtained. Regarding the key DEGs associated with the overall survival (OS), their clinical value was assessed by Kaplan-Meier, RCS, logistic regression, ROC, and decision curve analysis methods. We also assessed the role of immune infiltration on the association between key DEGs and OS. All the analyses were based on the TGCA-LGG data. Finally, we conducted the molecular docking analysis to explore the targeting binding of key DEGs with the therapeutic agents in LGG. Among 146 DEGs, only interleukin-6 (IL-6) was finally screened as an immune-related biomarker. High expression of IL-6 significantly correlated with poor OS time (all P < .05), showing a linear relationship. The combination of IL-6 with IDH1 mutation had the most favorable prediction performance on survival status and they achieved a good clinical net benefit. Next, we found a significant relationship between IL-6 and immune microenvironment score, and the immune microenvironment played a mediating effect on the association of IL-6 with survival (all P < .05). Detailly, IL-6 was positively related to M1 macrophage infiltration abundance and its biomarkers (all P < .05). Finally, we obtained 4 therapeutic agents in LGG targeting IL-6, and their targeting binding relationships were all verified. IL6, as an immune-related biomarker, was associated with the prognosis in LGG, and it can be a therapeutic target in LGG.


Assuntos
Biomarcadores Tumorais , Neoplasias Encefálicas , Glioma , Interleucina-6 , Microambiente Tumoral , Humanos , Interleucina-6/metabolismo , Interleucina-6/genética , Glioma/imunologia , Glioma/genética , Glioma/mortalidade , Microambiente Tumoral/imunologia , Microambiente Tumoral/genética , Prognóstico , Neoplasias Encefálicas/imunologia , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/mortalidade , Biomarcadores Tumorais/genética , Feminino , Estimativa de Kaplan-Meier , Regulação Neoplásica da Expressão Gênica
15.
Phytochemistry ; 223: 114121, 2024 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-38697242

RESUMO

In this study, twenty-three ent-eudesmane sesquiterpenoids (1-23) including fifteen previously undescribed ones, named eutypelides A-O (1-15) were isolated from the marine-derived fungus Eutypella sp. F0219. Their planar structures and relative configurations were established by HR-ESIMS and extensive 1D and 2D NMR investigations. The absolute configurations of the previously undescribed compounds were determined by single-crystal X-ray diffraction analyses, modified Mosher's method, and ECD calculations. Structurally, eutypelide A (1) is a rare 1,10-seco-ent-eudesmane, whereas 2-15 are typically ent-eudesmanes with 6/6/-fused bicyclic carbon nucleus. The anti-neuroinflammatory activity of all isolated compounds (1-23) was accessed based on their ability to NO production in LPS-stimulated BV2 microglia cells. Compound 16 emerged as the most potent inhibitor. Further mechanistic investigation revealed that compound 16 modulated the inflammatory response by decreasing the protein levels of iNOS and increasing ARG 1 levels, thereby altering the iNOS/ARG 1 ratio and inhibiting macrophage polarization. qRT-PCR analysis showed that compound 16 reversed the LPS-induced upregulation of pro-inflammatory cytokines, including iNOS, TNF-α, IL-6, and IL-1ß, at both the transcriptional and translational levels. These effects were linked to the inhibition of the NF-κB pathway, a key regulator of inflammation. Our findings suggest that compound 16 may be a potential structure basis for developing neuroinflammation-related disease therapeutic agents.

16.
Eur J Pain ; 2024 Apr 02.
Artigo em Inglês | MEDLINE | ID: mdl-38563383

RESUMO

BACKGROUND AND OBJECTIVE: The relationship between chronic daily headache (CDH), depression symptoms, and brain volume remains unclear. METHODS: To investigate the effects of CDH on brain volume and the impact of depressive symptoms (DSs) as well as the effects of demography and medication overuse, PubMed, Embase, and Web of Science databases were systematically searched using appropriate keyword strings to retrieve observational studies from inception to May 2023. RESULTS: Two distinct comparisons were made in CDH patients: (1) those with DSs versus their pain-free counterparts and (2) those without DSs versus pain-free controls. The first comprised nine studies enrolling 225 CDH patients with DSs and 234 controls. Beck depression inventory, Hamilton depression scale, and Hospital anxiety/depression scale were used to assess DSs, revealing significantly more DSs in CDH patients with DSs compared to their controls (all p < 0.05). Besides, the second analysed four studies involving 117 CDH patients without DSs and 155 comparators. Compared to CDH patients without DSs, those with DSs had a smaller brain volume than controls (p = 0.03). Furthermore, CDH patients with DSs who did not overuse medications showed a smaller right cerebral cortical volume than overusers (p = 0.003). A significant inverse correlation between female prevalence and brain volume (p = 0.02) was revealed using regression analysis. CONCLUSIONS: Pain-induced persistent depressive symptoms not only incur structural alterations but also encompass affective-motivational changes, involving medication use and gender-specific health concerns. SIGNIFICANCE: This study highlighted the importance of an integrated CDH treatment, emphasizing psychological interventions for the affective-motivational component alongside pain management.

17.
Dig Dis Sci ; 2024 Apr 02.
Artigo em Inglês | MEDLINE | ID: mdl-38564148

RESUMO

BACKGROUND: Cholesterol ester storage disorder (CESD; OMIM: 278,000) was formerly assumed to be an autosomal recessive allelic genetic condition connected to diminished lysosomal acid lipase (LAL) activity due to LIPA gene abnormalities. CESD is characterized by abnormal liver function and lipid metabolism, and in severe cases, liver failure can occur leading to death. In this study, one Chinese nonclassical CESD pedigree with dominant inheritance was phenotyped and analyzed for the corresponding gene alterations. METHODS: Seven males and eight females from nonclassical CESD pedigree were recruited. Clinical features and LAL activities were documented. Whole genome Next-generation sequencing (NGS) was used to screen candidate genes and mutations, Sanger sequencing confirmed predicted mutations, and qPCR detected LIPA mRNA expression. RESULTS: Eight individuals of the pedigree were speculatively thought to have CESD. LAL activity was discovered to be lowered in four living members of the pedigree, but undetectable in the other four deceased members who died of probable hepatic failure. Three of the four living relatives had abnormal lipid metabolism and all four had liver dysfunctions. By liver biopsy, the proband exhibited diffuse vesicular fatty changes in noticeably enlarged hepatocytes and Kupffer cell hyperplasia. Surprisingly, only a newly discovered heterozygous mutation, c.1133T>C (p. Ile378Thr) on LIPA, was found by gene sequencing in the proband. All living family members who carried the p.I378T variant displayed reduced LAL activity. CONCLUSIONS: Phenotypic analyses indicate that this may be an autosomal dominant nonclassical CESD pedigree with a LIPA gene mutation.

18.
Methods Mol Biol ; 2795: 17-23, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38594523

RESUMO

Hypocotyl elongation in Arabidopsis is widely utilized as a readout for phytochrome B (phyB) signaling and thermomorphogenesis. Hypocotyl elongation is gated by the circadian clock and, therefore, it occurs at distinct times depending on day length or seasonal cues. In short-day conditions, hypocotyl elongation occurs mainly at the end of nighttime when phyB reverts to the inactive form. In contrast, in long-day conditions, hypocotyl elongation occurs during the daytime when phyB is in the photoactivated form. Warm temperatures can induce hypocotyl growth in both long-day and short-day conditions. However, the corresponding daytime and nighttime temperature responses reflect distinct underpinning mechanisms. Here, we describe assays for dissecting the mechanisms between daytime and nighttime thermoresponsive hypocotyl elongation.


Assuntos
Proteínas de Arabidopsis , Arabidopsis , Relógios Circadianos , Arabidopsis/metabolismo , Hipocótilo , Proteínas de Arabidopsis/genética , Proteínas de Arabidopsis/metabolismo , Regulação da Expressão Gênica de Plantas , Fitocromo B/metabolismo , Luz
19.
Methods Mol Biol ; 2795: 95-104, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38594531

RESUMO

Photobodies (PBs) are subnuclear membraneless organelles that self-assemble via the condensation of the plant photoreceptor and thermosensor phytochrome B (phyB). Changes in the light and temperature environment directly modulate PB formation and maintenance by altering the number and size of PBs. In thermomorphogenesis, increases in the ambient temperature incrementally reduce the number of PBs, suggesting that individual PBs possess distinct thermostabilities. Here, we describe a detailed protocol for characterizing cell type-specific PB dynamics induced by warm temperatures in Arabidopsis.


Assuntos
Proteínas de Arabidopsis , Arabidopsis , Proteínas de Arabidopsis/genética , Proteínas de Arabidopsis/metabolismo , Luz , Arabidopsis/metabolismo , Fitocromo B/genética , Fitocromo B/metabolismo , Temperatura , Regulação da Expressão Gênica de Plantas
20.
Int J Ophthalmol ; 17(4): 610-615, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38638262

RESUMO

AIM: To propose an algorithm for automatic detection of diabetic retinopathy (DR) lesions based on ultra-widefield scanning laser ophthalmoscopy (SLO). METHODS: The algorithm utilized the FasterRCNN (Faster Regions with CNN features)+ResNet50 (Residua Network 50)+FPN (Feature Pyramid Networks) method for detecting hemorrhagic spots, cotton wool spots, exudates, and microaneurysms in DR ultra-widefield SLO. Subimage segmentation combined with a deeper residual network FasterRCNN+ResNet50 was employed for feature extraction to enhance intelligent learning rate. Feature fusion was carried out by the feature pyramid network FPN, which significantly improved lesion detection rates in SLO fundus images. RESULTS: By analyzing 1076 ultra-widefield SLO images provided by our hospital, with a resolution of 2600×2048 dpi, the accuracy rates for hemorrhagic spots, cotton wool spots, exudates, and microaneurysms were found to be 87.23%, 83.57%, 86.75%, and 54.94%, respectively. CONCLUSION: The proposed algorithm demonstrates intelligent detection of DR lesions in ultra-widefield SLO, providing significant advantages over traditional fundus color imaging intelligent diagnosis algorithms.

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