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Non-hydraulic root source signaling (nHRS) is a unique positive response to soil drying in the regulation of plant growth and development. However, it is unclear how the nHRS mediates the tradeoff between source and sink at the late growth stages and its adaptive mechanisms in primitive wheat. To address this issue, a root-splitting design was made by inserting solid partition in the middle of the pot culture to induce the occurrence of nHRS using four wheat cultivars (MO1 and MO4, diploid; DM22 and DM31, tetraploid) as materials. Three water treatments were designed as 1) both halves watered (CK), 2) holistic root system watered then droughted (FS), 3) one-half of the root system watered and half droughted (PS). FS and PS were designed to compare the role of the full root system and split root system to induce nHRS. Leaves samples were collected during booting and anthesis to compare the role of nHRS at both growth stages. The data indicated that under PS treatment, ABA concentration was significantly higher than FS and CK, demonstrating the induction of nHRS in split root design and nHRS decreased cytokinin (ZR) levels, particularly in the PS treatment. Soluble sugar and proline accumulation were higher in the anthesis stage as compared to the booting stage. POD activity was higher at anthesis, while CAT was higher at the booting stage. Increased ABA (nHRS) correlated with source-sink relationships and metabolic rate (i.e., leaf) connecting other stress signals. Biomass density showed superior resource acquisition and utilization capabilities in both FS and PS treatment as compared to CK in all plants. Our findings indicate that nHRS-induced alterations in phytohormones and their effect on source-sink relations were allied with the growth stages in primitive wheat.
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Diploide , Raízes de Plantas , Transdução de Sinais , Tetraploidia , Triticum , Triticum/genética , Triticum/crescimento & desenvolvimento , Triticum/metabolismo , Raízes de Plantas/crescimento & desenvolvimento , Raízes de Plantas/metabolismo , Raízes de Plantas/genética , Brotos de Planta/crescimento & desenvolvimento , Brotos de Planta/metabolismo , Brotos de Planta/genética , Reguladores de Crescimento de Plantas/metabolismo , Ácido Abscísico/metabolismo , Citocininas/metabolismo , Folhas de Planta/crescimento & desenvolvimento , Folhas de Planta/metabolismo , Folhas de Planta/genéticaRESUMO
PURPOSE: To investigate the impact of surgical timing on visual acuity outcomes in retinal detachments based on the preoperative foveal status. METHODS: A retrospective multicenter cohort study was conducted. Cases were stratified into fovea-on, fovea-split, and fovea-off groups. Days to surgery was defined as the time between the preoperative examination and surgery. The main outcome measure was the final postoperative visual acuity. RESULTS: 1,675 cases were studied. More than 80% of fovea-on/fovea-split and fovea-off cases had surgery within 1 and 3 days, respectively. The mean final postoperative visual acuity did not differ significantly between the fovea-on and fovea-split groups (Snellen equivalent [SE] 20/33 ± 20/49 and 20/32 ± 20/39, P = 1.000) and did not change significantly based on days to surgery in either group. The mean final postoperative visual acuity was lowest in the fovea-off group (Snellen equivalent = 20/56 ± 20/76, P < 0.001) and was significantly lower in cases where surgery was performed after two or more days when compared with cases performed within 1 day (Snellen equivalent 20/74 ± 20/89 vs. 20/46 ± 20/63, P < 0.001). CONCLUSION: Fovea-on and fovea-split retinal detachments demonstrated comparable visual outcomes. Fovea-off RDs demonstrated worse visual outcomes, which declined further when surgery was delayed by two or more days.
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Descolamento Retiniano , Humanos , Descolamento Retiniano/diagnóstico , Descolamento Retiniano/cirurgia , Estudos de Coortes , Estudos Retrospectivos , Fóvea Central , Fatores de Tempo , Vitrectomia , Recurvamento da EscleraRESUMO
PURPOSE: Evaluate preoperative bilateral eye patching (BEP) on subretinal fluid and vision in acute primary rhegmatogenous retinal detachments (RRDs). METHODS: Retrospective nonrandomized interventional study of 335 patients with RRD undergoing BEP until surgery (BEP cohort) and separated by the percentage of full-time compliance: high (≥90%), medium (>90% but ≥50%), and low (<50%). Those declining BEP were included (control). All underwent surgery and were followed for ≥3 months. Imaging was obtained immediately before surgery. Best-corrected visual acuity was measured at the longest follow-up and immediately before surgery. SRF and foveal status immediately before surgery were analyzed. RESULTS: Two hundred and forty and 95 patients were in BEP and control cohorts, respectively. Thirty patients presented immediately before surgery for analysis. High (64%) and medium (35%) compliance showed significantly greater ( P < 0.01) SRF reduction compared with low (4%) and control (3%). Mac-off RRD showed significantly greater ( P < 0.01) foveal reattachment with high (29%) and medium (8%) compliance compared with low (2%) and control (1%). Mac-on RRD demonstrated no significant differences ( P ≥ 0.51) in final best-corrected visual acuity among high (0 logarithm of the minimum angle of resolution [logMAR] [median], 20/20 Snellen), medium (0.10 logMAR, 20/25 Snellen), low (0.10 logMAR), and control cohorts (0.10 logMAR). Mac-off RRD demonstrated significantly better final best-corrected visual acuity with high compliance (0.30 logMAR, 20/40 Snellen) compared with low (0.40 logMAR, 20/50 Snellen; P = 0.04) and control (0.60 logMAR, 20/80 Snellen; P = 0.02). CONCLUSION: Preoperative BEP can stabilize or improve subretinal fluid in acute primary RRD. Patients with BEP >50% of the time experienced the greatest benefits.
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Descolamento Retiniano , Humanos , Descolamento Retiniano/cirurgia , Estudos Retrospectivos , Recurvamento da Esclera , Vitrectomia/métodos , Fóvea CentralRESUMO
PURPOSE: To compare patients with acute endophthalmitis after intravitreal injection of vascular endothelial growth factor (VEGF) inhibitors vs. steroids. METHODS: Retrospective single-center, nonrandomized interventional study from 2013 to 2021.Patients underwent vitreous biopsy before initiating treatment and were divided into the following cohorts: (1) anti-VEGF managed medically (T&I-anti-VEGF), (2) anti-VEGF managed by immediate pars plana vitrectomy (PPV-anti-VEGF), and (3) steroid therapy and managed medically or by pars plana vitrectomy (steroid). RESULTS: A total of 141 patients were analyzed. The steroid cohort demonstrated significantly worse presenting (median = 2.80 logarithm of the minimum angle of resolution [logMAR]; P ≤ 0.01) and final (median = 2.30 logMAR) best-corrected visual acuity compared with T&I-anti-VEGF (presenting: median = 2.00 logMAR; final: median = 0.40 logMAR) and pars plana vitrectomy-anti-VEGF cohorts (presenting: median = 2.30 logMAR; final: median = 0.48 logMAR). There was no significant ( P = 0.33) difference in the final best-corrected visual acuity between T&I-anti-VEGF and pars plana vitrectomy-anti-VEGF cohorts. There were no significant ( P ≥ 0.63) differences among cohorts in best-corrected visual acuity before acute endophthalmitis diagnosis (T&I-anti-VEGF: median = 0.40 logMAR; pars plana vitrectomy-anti-VEGF: median = 0.40 logMAR; steroid: median = 0.44 logMAR). Microbial cultures revealed similar profiles for all cohorts. CONCLUSION: Acute endophthalmitis after intravitreal injection steroid therapy had worse outcomes compared with anti-VEGF therapy.
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Endoftalmite , Fator A de Crescimento do Endotélio Vascular , Humanos , Estudos Retrospectivos , Endoftalmite/tratamento farmacológico , Endoftalmite/etiologia , Vitrectomia , Fatores de Crescimento do Endotélio Vascular , Esteroides/uso terapêutico , Injeções IntravítreasRESUMO
BACKGROUND: Eosinophilic meningitis is uncommon and often attributed to infectious causes. CASE PRESENTATION: We describe a case of a 72-year-old man who presented with subacute onset eosinophilic meningitis, vasculitis, and intracranial hypertension with progressive and severe neurologic symptoms. Brain MRI demonstrated multifocal strokes and co-localized right temporo-parieto-occipital vasogenic edema, cortical superficial siderosis, and diffuse leptomeningeal enhancement. He ultimately underwent brain biopsy with immunohistochemical stains for amyloid-ß and Congo red that were extensively positive in the blood vessel walls and in numerous diffuse and neuritic parenchymal confirming a diagnosis of amyloid-ß related angiitis. He was treated with immunosuppression with clinical stabilization. CONCLUSIONS: Amyloid-ß related angiitis is an underrecognized cause of eosinophilic meningitis that can present fulminantly and is typically responsive to immunosuppression. The presence of eosinophils may provide additional clues to the underlying pathophysiology of amyloid-ß related angiitis.
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Meningite , Vasculite , Idoso , Peptídeos beta-Amiloides , Biópsia , Humanos , Imageamento por Ressonância Magnética , Masculino , Meningite/complicações , Meningite/diagnóstico , Vasculite/complicações , Vasculite/diagnóstico , Vasculite/patologiaRESUMO
During the current global public health emergency caused by novel coronavirus disease 19 (COVID-19), researchers and medical experts started working day and night to search for new technologies to mitigate the COVID-19 pandemic. Recent studies have shown that artificial intelligence (AI) has been successfully employed in the health sector for various healthcare procedures. This study comprehensively reviewed the research and development on state-of-the-art applications of artificial intelligence for combating the COVID-19 pandemic. In the process of literature retrieval, the relevant literature from citation databases including ScienceDirect, Google Scholar, and Preprints from arXiv, medRxiv, and bioRxiv was selected. Recent advances in the field of AI-based technologies are critically reviewed and summarized. Various challenges associated with the use of these technologies are highlighted and based on updated studies and critical analysis, research gaps and future recommendations are identified and discussed. The comparison between various machine learning (ML) and deep learning (DL) methods, the dominant AI-based technique, mostly used ML and DL methods for COVID-19 detection, diagnosis, screening, classification, drug repurposing, prediction, and forecasting, and insights about where the current research is heading are highlighted. Recent research and development in the field of artificial intelligence has greatly improved the COVID-19 screening, diagnostics, and prediction and results in better scale-up, timely response, most reliable, and efficient outcomes, and sometimes outperforms humans in certain healthcare tasks. This review article will help researchers, healthcare institutes and organizations, government officials, and policymakers with new insights into how AI can control the COVID-19 pandemic and drive more research and studies for mitigating the COVID-19 outbreak.
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PURPOSE: To assess the effects of the American Academy of Ophthalmology's 2015 patient education video on patient information retention and anxiety preoperatively, on the day of surgery and postoperatively. METHODS: This is a prospective, surgeon-blinded randomized controlled trial at the University of Chicago Medical Center. Ninety-one patients with a diagnosis of first-eye cataract were randomized into either a video or control group. Subjects in both groups received face-to-face discussion with the surgeon and an informational brochure at the preoperative evaluation. Participants in the video group then viewed a four-minute educational video at the preoperative evaluation and on the day of surgery. Both groups completed an information retention quiz and a state anxiety assessment at the preoperative visit, on the day of surgery, and on the postoperative week one visit. Subject understanding of cataract surgery was measured using a twelve-question multiple choice quiz. State anxiety was measured by State Trait Anxiety Inventory-Y1 survey score. RESULTS: Participants in the video group did not score significantly higher on the information retention quiz compared with the control group at the preoperative evaluation (8.7 ± 2.4 vs 7.7 ± 2.5, P = 0.07), but did so on the day of surgery (11.2 ± 0.8 vs 8.4 ± 1.7, P < 0.001) and postoperative week 1 visit (10.8 ± 1.5 vs 9.0 ± 2.0, P < 0.001). Subjects in the video group were significantly less anxious on the day of surgery (26.4 ± 5.1 vs 41.1 ± 10.3, P < 0.001). CONCLUSIONS: Video supplementation to the traditional informed consent process demonstrated an improvement in patient understanding of cataract surgery at multiple timepoints and decreased anxiety on the day of surgery.
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Ansiedade/prevenção & controle , Extração de Catarata/psicologia , Compreensão/fisiologia , Consentimento Livre e Esclarecido , Educação de Pacientes como Assunto/métodos , Satisfação do Paciente , Cuidados Pré-Operatórios/métodos , Idoso , Ansiedade/psicologia , Feminino , Seguimentos , Humanos , Masculino , Estudos Prospectivos , Método Simples-CegoRESUMO
OBJECTIVES: To determine the rate of biofilm formation on bandage contact lenses worn by patients with the Boston type 1 keratoprosthesis (K-Pro) while on prophylactic topical vancomycin versus linezolid. METHODS: Patients wearing a bandage contact lens (BCL) with a K-Pro were eligible for enrollment. After irrigation of the ocular surface with 5% povidone-iodine solution, each patient was placed on either topical vancomycin 15 mg/mL or linezolid 0.2% BID for one month. At the one-month visit, the BCL was collected and stored in fixative solution. Standard photographs were taken of each lens at high magnification using scanning electron microscopy (SEM), which were subsequently analyzed for evidence of biofilm. RESULTS: Nineteen contact lenses were obtained from 12 K-Pro patients at the Illinois Eye and Ear Infirmary. Zero of eight (0%; 95% CI=0 to 37%) contact lenses from patients treated with topical vancomycin, and 1 of 11 (9%; 95% CI=0 to 41%; P-value=1.00) contact lenses from patients treated with topical linezolid were found to have biofilm formation at one month as detected by SEM. None of the patients developed a clinically significant infection while on either prophylactic vancomycin or linezolid during the study period. CONCLUSIONS: Overall, the rate of biofilm formation as detected by SEM on the surface of bandage contact lenses was low. These results suggest that vancomycin and linezolid are both relatively effective in reducing biofilm-forming bacterial growth at one month. Accordingly, linezolid may be an effective alternative to vancomycin in patients with allergy or intolerance. However, further investigation is required to develop evidence-based antibiotic prophylaxis regimens.
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Antibacterianos/uso terapêutico , Antibioticoprofilaxia , Biofilmes , Lentes de Contato Hidrofílicas/microbiologia , Doenças da Córnea/prevenção & controle , Linezolida/uso terapêutico , Próteses e Implantes/efeitos adversos , Infecções Relacionadas à Prótese , Vancomicina/uso terapêutico , Antibacterianos/administração & dosagem , Bandagens , Biofilmes/efeitos dos fármacos , Biofilmes/crescimento & desenvolvimento , Humanos , Linezolida/administração & dosagem , Projetos Piloto , Infecções Relacionadas à Prótese/microbiologia , Infecções Relacionadas à Prótese/prevenção & controle , Vancomicina/administração & dosagemRESUMO
PURPOSE OF REVIEW: The purpose of the review is to provide a summary of the recent literature concerning infections after refractive surgery pertinent to each procedure category. RECENT FINDINGS: New data from a large retrospective study suggest that the incidence of post-laser assisted in-situ keratomileusis infectious keratitis is declining. Additionally, recent case studies have reported viral, fungal, and Acanthamoeba pathogens. Corneal collagen cross-linking is emerging as an alternative therapeutic option for early stage post-LASIK infectious keratitis. Postoperative bandage contact lens used in patients undergoing surface ablation procedures may confer a higher risk of infection because of greater colonization rates in those individuals, such as healthcare providers, with relatively high risk of exposure to potential pathogens. In the setting of post-penetrating keratoplasty astigmatism, femtosecond laser astigmatic keratotomy procedures pose a risk of infectious keratitis and even endophthalmitis. Lastly, recent case reports of endophthalmitis after refractive lens procedures highlight the importance of postoperative monitoring for this sight threatening, albeit rare, complication. SUMMARY: The risks and management of infections after surgical refractive procedures vary widely depending on the specific technique employed. As technology and treatment options continue to evolve with further research, we anticipate continued success in the management of postoperative infections after refractive surgery.
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Infecções Oculares/etiologia , Procedimentos Cirúrgicos Refrativos/efeitos adversos , Antibacterianos/uso terapêutico , Bandagens , Córnea/cirurgia , Reagentes de Ligações Cruzadas/uso terapêutico , Infecções Oculares/epidemiologia , Infecções Oculares/terapia , Humanos , Incidência , Cristalino/cirurgia , Complicações Pós-Operatórias/etiologia , Procedimentos Cirúrgicos Refrativos/métodos , Estudos Retrospectivos , Acuidade VisualRESUMO
Purpose: Tumor metastases to the retina are a relatively rare occurrence. We report a unique case of retinal metastasis of a systemic malignancy with clinical and histopathologic correlations. Observations: A 62-year-old female with a history of stage IV small cell carcinoma of the lung (SCC, status post chemotherapy and maintenance immunotherapy) presented with hand motions vision and vitreous hemorrhage, status post prior vitrectomy and biopsy that was non-diagnostic. She was found to have unilateral retinal metastatic tumor and underwent a repeat vitrector-assisted biopsy which confirmed the diagnosis. The eye became blind and painful due to recurrent non-clearing vitreous hemorrhage and ghost cell glaucoma and was enucleated. Detailed histopathologic analysis of the globe confirmed small cell carcinoma metastatic to the retina and vitreous cavity and sparing the choroid. Conclusions and importance: This case demonstrates the importance of maintaining a high index of suspicion for metastasis in patients with a known history of malignancy who present with new vitreoretinal lesions.
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OBJECTIVE: To evaluate the impact on trends in clinical presentation of acute, primary rhegmatogenous retinal detachments (RRD) from early to late phases of the COVID-19 pandemic. METHODS: This study was a single-center, consecutive case series of 1,727 patients treated after vaccine availability ("late"; 3/29/21 to 9/26/21), corresponding time frame in previous year of pandemic ("early"; 3/30/20 to 9/27/20), and prior to pandemic ("pre"; 4/1/19 to 9/29/19). Primary outcome was proportion of patients presenting with macula-off RRD. Secondary outcomes included best-corrected visual acuity (BCVA) and primary proliferative vitreoretinopathy (PVR). RESULTS: While macula-off RRD rates were significantly (P < 0.0001) elevated in early and late cohorts compared to the pre cohort, only the early cohort showed a significant (P < 0.0001) increase in both primary PVR presentation and complex RRD repair. Patients lost to follow-up in early cohort were significantly (P < 0.0001) higher than others. Early cohort showed significantly (P < 0.0001) worse final BCVA compared to others. CONCLUSION: Patients in late pandemic were less likely to exhibit clinical features of worse RRD disease and have improved visual outcomes compared to those in early pandemic. [Ophthalmic Surg Lasers Imaging Retina 2023;54:78-83.].
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COVID-19 , Descolamento Retiniano , Vitreorretinopatia Proliferativa , Humanos , Descolamento Retiniano/diagnóstico , Descolamento Retiniano/epidemiologia , Descolamento Retiniano/cirurgia , Pandemias , Resultado do Tratamento , Acuidade Visual , COVID-19/epidemiologia , Estudos Retrospectivos , Vitrectomia/métodosRESUMO
Purpose: To explore the recent evolution of diabetic macular edema (DME) treatment practice patterns over 5 years among retina specialists in the United States. Methods: This retrospective analysis assessed 306 700 eyes with newly diagnosed DME from the Vestrum Health database between January 2015 and October 2020. The year-over-year and cumulative 5-year distributions of eyes treated with antivascular endothelial growth factor (anti-VEGF) agents, steroids, focal laser, or any combination and those of untreated eyes were calculated. Changes from baseline visual acuity were assessed. Results: Yearly treatment patterns changed significantly from 2015 (n = 18056) to 2020 (n = 11042). The proportion of untreated patients declined over time (32.7% vs 27.7%; P < .001), the use of anti-VEGF monotherapy increased (43.5% vs 61.8%; P < .001), the use of focal laser monotherapy declined (9.7% vs 3.0%; P < .001), and the use of steroid monotherapy remained stable (0.9% vs 0.7%; P = 1.000). Of eyes that maintained follow-up for 5 years (from 2015 to 2020), 16.3% were untreated while 77.5% were treated with anti-VEGF agents (as monotherapy or combination therapy). Vision gains in treated patients remained approximately stable from 2015 (3.6 letters) to 2020 (3.5 letters). Conclusions: From 2015 to 2020, treatment patterns for DME evolved toward greater anti-VEGF monotherapy, stable steroid monotherapy, less laser monotherapy, and fewer untreated eyes.
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PURPOSE: To highlight spontaneous resolution or improvement of myopic retinoschisis (MR) in actively surveilled patients. METHODS: Case series of five patients diagnosed with MR who did not undergo pars-plana vitrectomy and were carefully monitored by a single retina specialist. Ocular and medical history were reviewed, and clinical characteristics including visual acuity, and the status of the MR were monitored with spectral domain ocular coherence tomography (SD-OCT) at each clinic visit. RESULTS: Five patients with were identified to have MR without vitreomacular traction, or macular hole formation. Two patients exhibited spontaneous and complete resolution of MR without surgical intervention over an average observation time of 52.5 months. In these cases, a clinical posterior vitreous detachment (PVD) was documented preceding the resolution of MR over an average time of 26.5 months. Snellen best corrected visual acuity (BCVA) in these patients were improved (Case 1 from 20/50 to 20/40, Case 2 from 20/30 to 20/25). The remaining three patients were monitored for an average of 52 months and showed improvement of MR via OCT imaging. Snellen BCVA either remained stable or improved from baseline (Case 3 stable at 20/30, Case 4 improved from 20/40 to 20/30, and Case 5 stable at 20/20). CONCLUSION: These findings suggest that conservative management of MR with observation can be considered especially in patients with challenging co-morbidities (such as monocular status), and with a clinically identified posterior vitreous detachment without vitreomacular traction.
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OBJECTIVES: The aim of this study was to elucidate the prognostic significance of mitral regurgitation (MR) after primary percutaneous coronary intervention (PCI) for acute ST-elevation myocardial infarction (STEMI). BACKGROUND: MR has prognostic implications after myocardial infarction (MI). However, for STEMI patients receiving primary PCI, the influence of MR on long-term (3-5 years) outcome is unknown. METHODS: We examined 888 STEMI patients receiving primary PCI enrolled in a prospective database at a regional STEMI center, who had an echocardiogram within 72 hr following successful primary PCI. MR was graded by color Doppler as none/trace vs. mild vs. moderate/severe. Mean ± SD follow-up was 3.1 ± 1.4 years. RESULTS: For patients with none/trace (n = 469), mild (n = 325), and moderate/severe (n = 94) MR, mortality at 3 years was 8.1%, 13.6%, and 25.7% and at 5 years was 12.7%, 18.3%, and 33.5%, respectively (P < 0.0001, log-rank test). Patients with moderate/severe MR tended to be older (P < 0.0001) with lower ejection fraction (P < 0.0001) and were less likely to have had an anterior MI (P < 0.001). Independent predictors of mortality included age, creatinine, and heart rate. CONCLUSIONS: Following primary PCI for STEMI, echocardiographic detected MR in the first 72 hr following PCI stratifies mortality risk. However, when accounting for age, MR is not an independent predictor of mortality.
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Insuficiência da Valva Mitral/etiologia , Infarto do Miocárdio/terapia , Intervenção Coronária Percutânea/efeitos adversos , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Ecocardiografia Doppler em Cores , Feminino , Humanos , Estimativa de Kaplan-Meier , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Insuficiência da Valva Mitral/diagnóstico por imagem , Insuficiência da Valva Mitral/mortalidade , Análise Multivariada , Infarto do Miocárdio/mortalidade , Razão de Chances , Intervenção Coronária Percutânea/mortalidade , Valor Preditivo dos Testes , Modelos de Riscos Proporcionais , Estudos Prospectivos , Medição de Risco , Fatores de Risco , Índice de Gravidade de Doença , Fatores de Tempo , Resultado do TratamentoRESUMO
This study sought to assess the association between axial length (AL) and diabetic retinopathy (DR) in a diverse cohort of patients and to investigate the impact of sex on this relationship. An urban safety net hospital database was used for this cross-sectional observational study. Diabetic patients who underwent fundus photography and AL measurement between March 2017 and June 2020 were included. The fundus photographs were graded following the Early Treatment of Diabetic Retinopathy Study criteria. The study enrolled 1843 patients with diabetes (mean age: 56.9 ± 12.1 years; AL: 23.56 ± 1.12 mm), including 931 men and 912 women. Male sex was a risk factor for diabetic retinopathy (P = 0.001; odds ratio [OR] 1.5, 95% confidence interval [CI] 1.18-1.98). A higher DR prevalence was associated with shorter AL both in men (P = 0.003; OR 0.77; 95% CI 0.66-0.91) and women (P = 0.02; OR 0.83; 95% CI 0.71-0.97) after adjusting for systemic risk factors using multivariable logistic regression. There was no significant impact of sex on the relationship between AL and DR (P = 0.56). In the subset of patients with asymmetric DR, the percentage of patients whose shorter eye had a higher stage of DR was not significantly different between men and women (P = 0.20). Male sex is a risk factor for DR in a diverse safety-net hospital population. Longer AL is associated with a lower risk of DR, and this relationship is not affected by sex.
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Diabetes Mellitus Tipo 2 , Retinopatia Diabética , Adulto , Idoso , Estudos Transversais , Diabetes Mellitus Tipo 2/complicações , Técnicas de Diagnóstico Oftalmológico , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Prevalência , Fatores de Risco , Provedores de Redes de Segurança , População UrbanaRESUMO
In this study, we examined the impact of diabetes mellitus (DM) disease duration on optical coherence tomography angiography (OCTA) parameters in diabetic patients without diabetic retinopathy (DR). A total of 1118 eyes from 1118 DM patients without DR were divided into three groups by DM duration: 0−5 years (short cohort; n = 571), 6−10 years (medium cohort; n = 306), and >10 years (long cohort; n = 241). Ultra-widefield fundus photography and nine OCTA parameters derived from the superficial retinal capillary plexus were analyzed. Perfusion density (PD) and vessel length density (VD) were significantly decreased within the 1 mm patch in patient OCTAs from the medium cohort compared to the short cohort. Conversely, PD and VD were significantly decreased within the 6 mm patch and inner ring among the long cohort compared to the short and medium cohorts. These findings remained consistent after controlled analysis. Patients in the medium cohort had the largest FAZ area, while patients in the long cohort had the smallest FAZ area, with a statistically significant difference between the two groups. Superficial PD and VD significantly decreased among the medium and long cohorts compared to the short cohort, confirming that subclinical, progressive macular vasculature change is associated with longer DM duration. However, while FAZ area significantly increased in the medium cohort, the long cohort exhibited decreased FAZ area, suggesting the latter may possess protective factors that decrease overall risk of DR development.
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In this study, Machine learning (ML) models integrated with genetic algorithm (GA) and particle swarm optimization (PSO) have been developed to predict, evaluate, and analyze biochar yield using biomass properties and process operating conditions. Comparative study of different ML algorithms integrated with GA and PSO were performed to improve the ML models architecture and parameters selection. The results proposed that Ensembled Learning Tree (ELT-PSO) model outperformed all other models and is favored for biochar yield prediction (R2 = 0.99, RMSE = 2.33). The partial dependence plots (PDPs) analysis shows the potential effects of each influencing parameter impact on the biochar yield and as well as shows that how these factors will interact during the pyrolysis process. A user-friendly software was developed based on the ELT-PSO model to avoid extensive and expensive experimentations without requiring considerable ML understanding. Difference recorded by GUI was less than 2% with experimental yield.
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Carvão Vegetal , Aprendizado de Máquina , Algoritmos , PiróliseRESUMO
PURPOSE: To investigate any associations between cigarette smoking and retinal microvascular changes in diabetic patients without visible retinopathy. DESIGN: Retrospective, cross-sectional study. PARTICIPANTS: 1099 eyes from 1099 diabetic patients with no clinical evidence of diabetic retinopathy (DR) were included in this study. METHODS: Diabetic patients underwent optical coherence tomography angiography (OCTA) scanning at Zuckerberg San Francisco General Hospital and Trauma Center between April 2018 and September 2019. Patient demographic and clinical information was collected. Standard bivariate statistics and multivariate linear regression were performed. MAIN OUTCOME MEASURES: OCTA parameters included metrics related to the foveal avascular zone (FAZ; area, perimeter, circularity), perfusion density (PD; full, center, inner), and vessel length density (VLD; full, center, inner). RESULTS: The study population included 750 non-smokers and 349 smokers. FAZ perimeter was the only OCTA parameter that was significantly different between the two groups on uncontrolled analysis (P = 0.033). Multivariate regression analyses revealed significant associations between lower VLD full (ß = -0.31, P = 0.048), lower VLD inner (ß = -0.35, P = 0.046) and a history of smoking. No significant associations between cigarette smoking and either FAZ or PD were detected. CONCLUSIONS: Our results suggest that smoking is likely associated with deleterious changes in the retinal microvasculature of patients with a history of diabetes and no visible DR. Based on these findings, diabetic patients with a history of smoking may benefit from higher prioritization in terms of ophthalmic screening.
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Angiografia/estatística & dados numéricos , Fumar Cigarros/epidemiologia , Retinopatia Diabética/prevenção & controle , Vasos Retinianos/diagnóstico por imagem , Tomografia de Coerência Óptica/estatística & dados numéricos , Idoso , Angiografia/métodos , Fumar Cigarros/efeitos adversos , Estudos Transversais , Retinopatia Diabética/diagnóstico , Ex-Fumantes/estatística & dados numéricos , Feminino , Humanos , Macula Lutea/diagnóstico por imagem , Masculino , Pessoa de Meia-Idade , não Fumantes/estatística & dados numéricos , Estudos Retrospectivos , Fatores de Risco , Fumantes/estatística & dados numéricosRESUMO
Purpose: To investigate whether men have higher inflammatory protein biomarker concentrations in their aqueous humor (AH) compared with women in groups of patients with varying levels of diabetic disease. Methods: This cross-sectional study included AH specimens from 59 adult patients comprised of three groups: no diabetes mellitus (DM), DM without diabetic retinopathy (DR), and DM with proliferative diabetic retinopathy (PDR). Protein biomarker concentration values were quantified using a commercial proximity extension assay-based technique. Results: Intersex comparisons of concentration values for each protein biomarker revealed no discoveries in patients with no DM or with PDR. In contrast, 24 discoveries were detected in patients with DM without DR. The mean concentration value for all 24 protein biomarkers was higher in men compared with women. Of these 24 proteins, 12 demonstrated a significant association with sex on multivariate linear regression analysis. The ß coefficient results demonstrated a positive association between male sex and concentration value for all 12 of these proteins. Conclusions: Higher AH concentration levels of several potential biomarkers, including chemokines, proteases, proteins involved in programmed cell death, and a T-cell surface protein, were detected in men with DM with no DR. These findings suggest that men may have a more inflammatory disease phenotype compared with women in this group of patients. Translational Relevance: The findings of this study help explain differences in epidemiologic patterns of diabetic retinopathy development between men and women.
Assuntos
Diabetes Mellitus , Retinopatia Diabética , Adulto , Humor Aquoso , Biomarcadores , Estudos Transversais , Retinopatia Diabética/diagnóstico , Ensaio de Imunoadsorção Enzimática , Feminino , Humanos , Inflamação , MasculinoRESUMO
PURPOSE: The purpose of this study was to examine whether racial and ethnic differences in retinal microvasculature are detectable with quantitative measures derived from optical coherence tomography angiography (OCTA). METHODS: OCTA scans and fundus photography were obtained in 447 eyes from 271 patients with and without diabetes between April and October 2018. Fundus photos were graded by the hospital reading center for diabetic retinopathy (DR) severity. Eight OCTA parameters relating to the foveal avascular zone (FAZ), superficial vascular perfusion, and deep vascular perfusion were analyzed for significant differences between race and ethnicity groups, self-reported by patients and organized according to National Center for Health Statistics groupings. Multiple regression was then used to adjust estimates for possible confounding by age, gender, hypertension, and last hemoglobin A1c level. RESULTS: Significant differences in FAZ area were found between white and non-white patients. After adjustment, the differences between white and all non-white groups were statistically significant (p<0.05) among patients with mild to moderate DR. In those without diabetes, the Hispanic and Asian groups had significantly larger FAZ areas (p<0.005) than NH white patients. In those with mild to moderate non-proliferative diabetic retinopathy (NPDR), NH Black, Hispanic, and Asian patients also had significantly larger FAZ areas than NH white patients (p<0.005). CONCLUSION: Significant differences in FAZ area exist among different racial and ethnic groups. These results highlight the importance of considering and further studying race and ethnicity in OCTA analyses of the retinal microvasculature.