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1.
Ophthalmic Surg Lasers Imaging Retina ; 54(12): 692-700, 2023 Dec.
Article in English | MEDLINE | ID: mdl-38113360

ABSTRACT

BACKGROUND AND OBJECTIVE: Disorganization of retinal inner layers (DRIL) is a potential spectral-domain optical coherence tomography (SD-OCT) imaging biomarker with clinical utility in diabetic retinopathy (DR). PATIENTS AND METHODS: A cross-sectional study was conducted at a large academic center. The cohort was composed of 1,175 patients with type 2 diabetes with and without retinopathy on initial examination between September 2009 and January 2019 (n = 2,083 eyes). DR risk and progression factors were obtained from the medical record. Trained graders masked to patients' clinical histories evaluated SD-OCT scans for DRIL. RESULTS: Of 2,083 eyes, 28.1% (n = 585) demonstrated presence of DRIL with high interrater reliability (K = 0.88, 95% CI 0.86-0.90). DRIL was associated with worse visual acuity (VA) (P < 0.001) and DR severity (P < 0.0001). Insulin users had more severe DR (P < 0.0001). DR-related factors, race (Black, White) and sex (male) were significantly associated with DRIL (P < 0.05). CONCLUSIONS: DRIL was strongly associated with DR severity and worse VA, supporting its utility as an unfavorable prognostic indicator. [Ophthalmic Surg Lasers Imaging Retina 2023;54:692-700.].


Subject(s)
Diabetes Mellitus, Type 2 , Diabetic Retinopathy , Macular Edema , Humans , Male , Diabetic Retinopathy/complications , Tomography, Optical Coherence/methods , Diabetes Mellitus, Type 2/complications , Cross-Sectional Studies , Reproducibility of Results , Macular Edema/diagnosis , Retrospective Studies , Fluorescein Angiography/methods , Retina
2.
Transl Vis Sci Technol ; 12(7): 6, 2023 07 03.
Article in English | MEDLINE | ID: mdl-37410472

ABSTRACT

Purpose: To develop and train a deep learning-based algorithm for detecting disorganization of retinal inner layers (DRIL) on optical coherence tomography (OCT) to screen a cohort of patients with diabetic retinopathy (DR). Methods: In this cross-sectional study, subjects over age 18, with ICD-9/10 diagnoses of type 2 diabetes with and without retinopathy and Cirrus HD-OCT imaging performed between January 2009 to September 2019 were included in this study. After inclusion and exclusion criteria were applied, a final total of 664 patients (5992 B-scans from 1201 eyes) were included for analysis. Five-line horizontal raster scans from Cirrus HD-OCT were obtained from the shared electronic health record. Two trained graders evaluated scans for presence of DRIL. A third physician grader arbitrated any disagreements. Of 5992 B-scans analyzed, 1397 scans (∼30%) demonstrated presence of DRIL. Graded scans were used to label training data for the convolution neural network (CNN) development and training. Results: On a single CPU system, the best performing CNN training took ∼35 mins. Labeled data were divided 90:10 for internal training/validation and external testing purpose. With this training, our deep learning network was able to predict the presence of DRIL in new OCT scans with a high accuracy of 88.3%, specificity of 90.0%, sensitivity of 82.9%, and Matthews correlation coefficient of 0.7. Conclusions: The present study demonstrates that a deep learning-based OCT classification algorithm can be used for rapid automated identification of DRIL. This developed tool can assist in screening for DRIL in both research and clinical decision-making settings. Translational Relevance: A deep learning algorithm can detect disorganization of retinal inner layers in OCT scans.


Subject(s)
Deep Learning , Diabetes Mellitus, Type 2 , Diabetic Retinopathy , Humans , Adolescent , Diabetic Retinopathy/diagnostic imaging , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/diagnostic imaging , Cross-Sectional Studies , Fluorescein Angiography/methods , Retrospective Studies , Visual Acuity , Biomarkers , Tomography, Optical Coherence/methods
3.
Front Med (Lausanne) ; 10: 1095828, 2023.
Article in English | MEDLINE | ID: mdl-36910479

ABSTRACT

Background: This study aimed to investigate the efficacy and safety of subcutaneous injection of peginterferon lambda in patients hospitalized with COVID-19. Methods: In this study (NCT04343976), patients admitted to hospital with COVID-19 confirmed by RT-PCR from nasopharyngeal swab were randomly assigned within 48 h to receive peginterferon lambda or placebo in a 1:1 ratio. Participants were subcutaneously injected with a peginterferon lambda or saline placebo at baseline and day 7 and were followed up until day 14. Results: We enrolled 14 participants; 6 participants (85.7%) in the peginterferon lambda group and 1 participant (14.3%) in the placebo group were treated with remdesivir prior to enrollment. Fifty percent of participants were SARS-CoV-2 RNA negative at baseline although they tested SARS-CoV-2 RNA positive within 48 h of randomization. Among participants who were SARS-CoV-2 positive at baseline, 2 out of 5 participants (40%) in the peginterferon lambda group became negative at day 14, while 0 out of 2 participants (0%) in the placebo group achieved negativity for SARS-CoV-2 by day 14 (p > 0.05). The median change in viral load (log copies per ml) was +1.72 (IQR -2.78 to 3.19) in the placebo group and -2.22 (IQR -3.24 to 0.55) in the peginterferon lambda group at day 14 (p = 0.24). Symptomatic changes did not differ between the two groups. Peginterferon lambda was well tolerated with a few treatment-related adverse effects. Conclusion: Peginterferon lambda appears to accelerate SARS-CoV-2 viral load decline and improve plasma disease progression markers in hospitalized patients with COVID-19.

4.
Gastro Hep Adv ; 2(4): 480-486, 2023.
Article in English | MEDLINE | ID: mdl-36816340

ABSTRACT

Background and Aims: Patients with chronic liver disease (CLD) were significantly affected by COVID-19. Despite evidence of acute hepatic injury and increased mortality, the long-term effects of COVID-19 hospitalization on the natural history of CLD patients are unknown. Methods: The Massachusetts General Hospital COVID-19 registry was used to obtain a cohort of CLD patients hospitalized between March 8 and June 3, 2020. The Partners Research Patient Data Registry was used to develop a matched CLD patient control list without COVID-19. Fibrosis-4 index (FIB-4), nonalcoholic fatty liver disease fibrosis score (NFS), and model for end-stage liver disease/Na (MELD-Na) scores were calculated pre-, day of, and 1-year post-discharge from admission. Unpaired t-test was used to compare continuous variables. Results: Fifty-two COVID-19 patients and 92 control patients with CLD were included. Patients with non-cirrhotic CLD who were hospitalized for COVID-19 had an acute rise in FIB-4 on admission with subsequent improvement on one-year follow-up demonstrating no difference in progression of liver disease compared to the controls (P = .87, confidence interval [CI] -0.088 to 0.048). Similar trends were observed in nonalcoholic fatty liver disease patients using NFS (P = .48, CI -0.016 to 0.023). In contrast, patients with cirrhosis experienced rise in MELD-Na postadmission compared to the control cirrhosis group (0.35 vs -0.076/month; P = .04, CI -0.827 to -0.025), suggesting a potential for long-term consequences of COVID-19. Conclusion: Non-cirrhotic CLD patients who survive COVID-19 hospitalization do not appear to have change in FIB-4, NFS scores at one year. However, patients with cirrhosis exhibit increasing MELD-Na one-year post-COVID suggesting a differential effect of acute COVID-19 on the trajectory of established cirrhosis.

5.
Eur J Haematol ; 109(6): 696-710, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36030394

ABSTRACT

B-cell malignancies, most notably lymphomas, make up most of the non-Hodgkin lymphomas in the United States. There are limited randomized data comparing first- and second-generation Bruton tyrosine kinase (BTK) inhibitors. Our aim was to compare the safety profiles of first versus second-generation BTK inhibitors. A systematic search was performed from database inception to January 13, 2020. Studies with BTK inhibitor monotherapy for the treatment of B-cell malignancies in the adult population (>18 years old) were utilized and the adverse events (AEs) were extracted. Fifty-five studies that met the inclusion criteria were included in the systematic review with 41 studies with first generation and 14 studies with second generation. The review included both clinical trials and retrospective studies with average time of follow-up of 2 years for the first-generation group and 18 months for the second-generation group. We found that the incidence of cardiovascular AEs was significantly higher in the first-generation group (20.8%) as compared to the second-generation group (6.3%). However, there was a higher incidence of hematologic/oncologic and gastrointestinal side effects in the second-generation group compared to the first (62.3% compared to 39.2% and 36.9% compared to 28.9%). The number of Grade 5 cardiovascular events (death) was same in the first-generation group compared to the second generation. Further research is needed to develop highly selective BTK inhibitors to avoid unwanted AEs by minimizing off-targets.


Subject(s)
Neoplasms , Protein Kinase Inhibitors , Humans , Adolescent , Protein Kinase Inhibitors/adverse effects , Retrospective Studies , B-Lymphocytes , Neoplasms/drug therapy
6.
Arch Pathol Lab Med ; 146(10): 1184-1193, 2022 10 01.
Article in English | MEDLINE | ID: mdl-35657750

ABSTRACT

CONTEXT.­: COVID-19 has been associated with liver injury, and a small subset of patients recovering from severe disease have shown persistent markedly elevated liver biochemistries for months after infection. OBJECTIVE.­: To characterize persistent biliary injury after COVID-19. DESIGN.­: A search of the pathology archives identified 7 post-COVID-19 patients with persistent biliary injury, and the clinical, radiologic, and pathologic features were assessed. RESULTS.­: All patients in this cohort presented with respiratory symptoms and had a complicated clinical course with acute elevation of liver biochemistries. Alkaline phosphatase (ALP) was markedly and persistently elevated after discharge (median peak ALP, 1498 IU/L, at a median of 84 days from diagnosis). Magnetic resonance cholangiopancreatography showed 3 patients with irregularity, stricturing, and dilatation of intrahepatic ducts; no radiographic abnormalities were identified in the remaining 4 patients. Liver biopsies showed mild portal changes with features of cholestatic injury in 4 patients (bile duct injury and canalicular cholestasis) and marked biliary obstruction in 2 patients (profound cholestasis, ductular reaction, and bile infarcts), but no SARS-CoV-2 RNA was identified on in situ hybridization. On follow-up, most patients had minimal intervention and showed marked improvement of liver biochemistries but with mild persistent elevation of ALP. CONCLUSIONS.­: A subset of critically ill COVID-19 patients demonstrates marked and persistent cholestatic injury, with radiographic and histologic evidence of secondary sclerosing cholangitis, suggesting that cholestatic liver disease and secondary sclerosing cholangitis may be long-term sequelae of COVID-19 acute illness as a longstanding manifestation of critical illness.


Subject(s)
COVID-19 , Cholangitis, Sclerosing , Cholestasis , Alkaline Phosphatase , COVID-19/complications , Cholangitis, Sclerosing/complications , Cholangitis, Sclerosing/diagnosis , Cholestasis/complications , Cholestasis/pathology , Humans , RNA
7.
CJC Open ; 3(1): 118-120, 2021 Jan.
Article in English | MEDLINE | ID: mdl-33458639

ABSTRACT

A 58-year-old man with a history of hypertension and psoriasis presented with acute-onset heart failure with an ejection fraction of 25%-30%. During the work-up, cardiac magnetic resonance imaging showed a pattern of inflammation consistent with sarcoidosis, which was confirmed with (18)F-fluorodeoxyglucose positron emission tomography . The patient was recently initiated on ixekizumab for psoriasis, which was then discontinued. This discontinuation resulted in complete resolution of cardiac sarcoidosis, with establishment of normal ejection fraction. This result suggests a potential causal association of ixekizumab-induced cardiac sarcoidosis, which is a rare phenomenon. Elucidation of the mechanism behind the effect of ixekizumab may provide insights into the possible mechanism(s) behind cardiac sarcoidosis.


Nous exposons le cas d'un homme de 58 ans ayant des antécédents d'hypertension et de psoriasis qui a présenté une insuffisance cardiaque d'apparition soudaine avec fraction d'éjection de 25 à 30 %. À l'investigation, l'imagerie par résonance magnétique cardiaque a révélé une inflammation évocatrice d'une sarcoïdose, un diagnostic qui a été confirmé par tomographie par émission de positons au 18F-fluorodésoxyglucose. Le patient avait récemment commencé un traitement par l'ixékizumab contre le psoriasis, qui a par la suite été abandonné. La sarcoïdose cardiaque est complètement disparue à l'arrêt de ce médicament, et la fraction d'éjection est redevenue normale. Ce résultat indique qu'il pourrait y avoir un lien de causalité entre l'ixékizumab et l'apparition d'une sarcoïdose cardiaque, un phénomène somme toute rare. L'élucidation du mode d'action de l'ixékizumab pourrait fournir des pistes pour expliquer les mécanismes à l'origine de la sarcoïdose cardiaque.

8.
Cells ; 9(3)2020 03 04.
Article in English | MEDLINE | ID: mdl-32143276

ABSTRACT

Sorsby's fundus dystrophy (SFD) is an inherited blinding disorder caused by mutations in the tissue inhibitor of metalloproteinase-3 (TIMP3) gene. The SFD pathology of macular degeneration with subretinal deposits and choroidal neovascularization (CNV) closely resembles that of the more common age-related macular degeneration (AMD). The objective of this study was to gain further insight into the molecular mechanism(s) by which mutant TIMP3 induces CNV. In this study we demonstrate that hyaluronan (HA), a large glycosaminoglycan, is elevated in the plasma and retinal pigment epithelium (RPE)/choroid of patients with AMD. Mice carrying the S179C-TIMP3 mutation also showed increased plasma levels of HA as well as accumulation of HA around the RPE in the retina. Human RPE cells expressing the S179C-TIMP3 mutation accumulated HA apically, intracellularly and basally when cultured long-term compared with cells expressing wildtype TIMP3. We recently reported that RPE cells carrying the S179C-TIMP3 mutation have the propensity to induce angiogenesis via basic fibroblast growth factor (FGF-2). We now demonstrate that FGF-2 induces accumulation of HA in RPE cells. These results suggest that the TIMP3-MMP-FGF-2-HA axis may have an important role in the pathogenesis of CNV in SFD and possibly AMD.


Subject(s)
Choroidal Neovascularization/metabolism , Fibroblast Growth Factor 2/metabolism , Macular Degeneration/metabolism , Tissue Inhibitor of Metalloproteinase-3/metabolism , Cells, Cultured , Choroidal Neovascularization/genetics , Humans , Macular Degeneration/genetics , Macular Degeneration/pathology , Mutation/genetics , Retina/metabolism , Retina/pathology
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