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Marks V, Golos AM, Gill M, Henick D, Li K, DeBroff B, Kombo N. Persistent Anterior Uveitis Following Cataract Surgery. Ocul Immunol Inflamm 2025:1-6. [PMID: 40403167 DOI: 10.1080/09273948.2025.2509716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2025] [Revised: 05/15/2025] [Accepted: 05/16/2025] [Indexed: 05/24/2025]
Abstract
PURPOSE To determine the incidence of and risk factors for persistent anterior uveitis following cataract surgery. METHODS This was a retrospective cohort study of patients who underwent cataract surgery at a tertiary referral center in Connecticut, USA. Those with prior uveitis, complex ocular pathology, concurrent procedures, and surgical complications were excluded. The outcome was development of persistent anterior uveitis, defined as anterior chamber cell grade ≥ 0.5+ and steroid treatment beyond two months. Patients who did and did not develop persistent anterior uveitis were compared using univariate and multivariate analysis. RESULTS Of 3341 patients (5419 eyes), 45 (61) developed persistent anterior uveitis (1.1% incidence). Cases were significantly younger (64.6 years vs. 69.6 years, p < 0.001), and there were significantly higher proportions of female (73.8% compared to 58.5%, p = 0.016) and Black or African American (54.1% vs. 15.5%, p < 0.001) patients, as well as those with age-related macular degeneration (9.8% vs. 1.5%, p < 0.001), previous intravitreal injections (14.8% vs. 6.0%, p = 0.004), and diabetes (18.0% vs. 8.9%, p = 0.013). In multivariate analysis, older age was associated with a significantly lower likelihood of persistent anterior uveitis (adjusted odds ratio (AOR) = 0.963, 95% confidence interval (CI)=[0.942, 0.984]), whereas Black race (AOR = 9.102, 95% CI = [4.836, 17.133]) and wet age-related macular degeneration (AOR = 37.700, 95% CI = [6.408, 221.792]) were associated with a significantly higher likelihood. CONCLUSIONS In this study, 1.1% of eyes developed persistent anterior uveitis following cataract surgery. Younger age, Black race, and wet age-related macular degeneration should be investigated as potential risk factors to improve its prophylaxis, identification, and management.
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Affiliation(s)
- Victoria Marks
- Yale School of Medicine, Yale University, New Haven, Connecticut, USA
- Bascom Palmer Eye Institute, University of Miami, Miami, Florida, USA
| | | | - Mohsain Gill
- Department of Ophthalmology and Visual Science, Yale University, New Haven, Connecticut, USA
- Department of Ophthalmology and Visual Science, University of Utah, Salt Lake City, Utah, USA
| | - Daniel Henick
- Department of Ophthalmology and Visual Science, Yale University, New Haven, Connecticut, USA
| | - Katie Li
- Department of Ophthalmology and Visual Science, Yale University, New Haven, Connecticut, USA
| | - Brian DeBroff
- Department of Ophthalmology and Visual Science, Yale University, New Haven, Connecticut, USA
| | - Ninani Kombo
- Department of Ophthalmology and Visual Science, Yale University, New Haven, Connecticut, USA
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Hössl L, Vaghefi SA, Riemer T, Kabiri P, Bonaventura T, Rübsam A, Joussen AM, Zeitz O. Insights into Cataract Surgery Outcomes in Age-Related Macular Degeneration: Perspectives across Severity Grades Under Clinical Routine Conditions. Ophthalmol Retina 2024:S2468-6530(24)00575-X. [PMID: 39615671 DOI: 10.1016/j.oret.2024.11.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Revised: 11/03/2024] [Accepted: 11/22/2024] [Indexed: 01/18/2025]
Abstract
PURPOSE Cataract and age-related macular degeneration (AMD) share age as a main risk factor and thus have a high coincidence. Both conditions substantially reduce visual acuity. This study aimed to assess the impact of cataract surgery on visual acuity, retinal morphology, and VEGF inhibitor therapy in patients with AMD. DESIGN This study was designed as a retrospective, monocentric, real-world study. SUBJECTS Patients diagnosed with either dry AMD or neovascular AMD undergoing cataract surgery at Charité Campus Benjamin Franklin. METHODS Treatment data were extracted from the Berlin Macular Registry. Best-corrected visual acuity (BCVA) and macular OCT parameters, including central retinal thickness (CRT), macular volume (MV), presence of macular edema, intraretinal or subretinal fluid, and pigment epithelial detachment were assessed. MAIN OUTCOME MEASURES The primary outcome measure was the postoperative BCVA. Secondary outcomes included postoperative CRT, MV, changes in qualitative OCT parameters, alterations in anti-VEGF-therapy interval, and postoperative complications. RESULTS A total of 418 eyes of 418 patients were included in the analysis with a mean follow-up time of 18.8 (2-62) months. They were classified into a neovascular AMD (n = 85) and a dry AMD (n = 333) cohort. Mean BCVA improved significantly in the neovascular AMD cohort from 0.69 ± 0.45 logarithm of the minimum angle of resolution (logMAR) to 0.47 ± 0.42 (P < 0.001) and in the dry AMD cohort from 0.53 ± 0.47 logMAR to 0.27 ± 0.32 (P < 0.001) at the 2-month follow-up. Improvements in BCVA were sustained to the final visit (18.8 ± 19.5 months after surgery) with BCVA at 0.46 ± 0.38 logMAR (P < 0.001) and 0.26 ± 0.34 logMAR (P < 0.001), respectively. Temporary postoperative increases in CRT and MV were observed, reverting to preoperative levels by 6 months after surgery. The need for anti-VEGF therapy did not change postoperatively in patients with neovascular AMD. CONCLUSIONS Within this retrospective analysis, on average, patients with coincident AMD of all severity grades meeting the inclusion criteria benefited from cataract surgery. Transient increases in retinal thickness and MV returned to baseline within 6 months after surgery. The need for intravitreal injections in neovascular AMD subjects was unchanged after surgery. Overall, the study suggests no adverse long-term macular changes attributable to cataract surgery. FINANCIAL DISCLOSURE(S) Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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Affiliation(s)
- Leopold Hössl
- Department of Ophthalmology, Charité University Medicine Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Shirin Ashraf Vaghefi
- Department of Ophthalmology, Charité University Medicine Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Tommes Riemer
- Department of Ophthalmology, Charité University Medicine Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Payam Kabiri
- Department of Ophthalmology, Charité University Medicine Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Theresa Bonaventura
- Department of Ophthalmology, Charité University Medicine Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Anne Rübsam
- Department of Ophthalmology, Charité University Medicine Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität Berlin, and Berlin Institute of Health, Berlin, Germany; Berlin Institute of Health, Berlin, Germany
| | - Antonia M Joussen
- Department of Ophthalmology, Charité University Medicine Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität Berlin, and Berlin Institute of Health, Berlin, Germany; Berlin Institute of Health, Berlin, Germany
| | - Oliver Zeitz
- Department of Ophthalmology, Charité University Medicine Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität Berlin, and Berlin Institute of Health, Berlin, Germany; Berlin Institute of Health, Berlin, Germany.
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3
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Siddiqui MZ, Elhusseiny AM, Soliman MK, Chauhan MZ, Neuhouser AJ, Yang YC, Sallam AB. Intraoperative complications and visual outcomes of cataract surgery in neovascular age-related macular degeneration. J Cataract Refract Surg 2024; 50:140-145. [PMID: 38259133 DOI: 10.1097/j.jcrs.0000000000001325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 09/21/2023] [Indexed: 01/24/2024]
Abstract
PURPOSE To compare the rate of intraoperative complications and visual outcomes in patients with neovascular age-related macular degeneration (NvAMD) and control eyes without NvAMD undergoing phacoemulsification. SETTING Multicenter study. DESIGN Retrospective, nonrandomized comparative study. METHODS Eyes were classified based on the presence or absence of an NvAMD diagnosis. The main outcomes were (1) the rate of intraoperative complications, (2) the logMAR visual acuity (VA) at 4 to 12 weeks postoperatively in both groups, and (3) the reinjection rate of intravitreal antivascular endothelial growth factor after phacoemulsification. RESULTS Preoperative VA was worse in the NvAMD group (0.9 ± 0.5) compared with the reference group (0.6 ± 0.5). We observed no difference in the rate of posterior capsule rupture (PCR) (2.90% vs 2.77%; P = .889), dropped lens fragments (0.46% vs 0.29%; P = .618), or zonular dialysis (0.46% vs 0.58%, P = .749) between the 2 groups. Receiving ≥10 intravitreal injections before cataract surgery predicted the likelihood of PCR with an odds ratio of 2.86 (P = .027). Proportions of eyes achieving a visual gain of ≥0.3 logMAR (∼3 Snellen lines equivalent) was lower in NvAMD eyes (39.2% vs 63.7%; P < .0001). We observed 203 eyes (73%) in the active treatment group and 139 eyes (36%) in the inactive treatment group received >1 intravitreal injection after phacoemulsification (P < .0001). CONCLUSIONS The risk for PCR was higher for eyes receiving ≥10 intravitreal injections before phacoemulsification. Only 39% of eyes with NvAMD had visual improvement by ≥3 Snellen lines.
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Affiliation(s)
- Mohammad Z Siddiqui
- From the Jones Eye Institute, University of Arkansas for Medical Sciences, Little Rock, Arkansas (Siddiqui, Elhusseiny, Chauhan, Neuhouser, Sallam); Department of Ophthalmology, Faculty of Medicine, Assiut University, Assiut, Egypt (Soliman); Department of Ophthalmology and Visual Sciences, University Hospitals Eye Institute, Case Western Reserve University, Cleveland, Ohio (Soliman); Wolverhampton Eye Infirmary, Royal Wolverhampton Hospitals NHS Trust, Wolverhampton, United Kingdom (Yang)
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Ozawa Y, Ohgami K, Sasaki K, Hirano K, Sunaya T. Long-term surveillance provides real-world evidences of safety and effectiveness in intravitreal aflibercept treatment for age-related macular degeneration. Sci Rep 2023; 13:10597. [PMID: 37391547 PMCID: PMC10313657 DOI: 10.1038/s41598-023-37584-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 06/23/2023] [Indexed: 07/02/2023] Open
Abstract
This prospective, multicentre, postmarketing surveillance were conducted to report on the long-term safety and effectiveness of intravitreal aflibercept (IVT-AFL) treatment in clinical practice of Japanese patients with neovascular age-related macular degeneration (nAMD) who newly initiated IVT-AFL treatment. The primary outcomes were the incidence of adverse events (AEs) and of adverse drug reactions (ADRs) over 36 months. Number of injections, timing of ADR occurrence, and some effectiveness index were also summarised. A total of 3,872 patients received 7.2 ± 5.8 (mean ± standard deviation) injections, and AEs occurred in 5.73% of patients. ADRs were reported in 2.76% of patients, with ocular and nonocular ADRs in 2.07% and 0.72% of patients, respectively. Most vitreo-retinal events developed within 6 months of initial IVT-AFL treatment, and most instances of increased intraocular pressure and cerebral infarction developed after 6 months of follow-up. Mean best-corrected visual acuity and central retinal thickness were numerically better throughout the follow-up period compared with baseline. These results indicated acceptable tolerability and effectiveness of IVT-AFL treatment in patients with nAMD in clinical practice in Japan. Information regarding the risk and the timing of ADRs is valuable for safe and effective long-term treatment of patients with nAMD.Trial registration number: NCT01756248.
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Affiliation(s)
- Yoko Ozawa
- Department of Clinical Regenerative Medicine Eye Center, Fujita Medical Innovation Center Tokyo, Fujita Health University School of Medicine, Tokyo, Japan.
- Department of Ophthalmology, St. Luke's International Hospital, Tokyo, Japan.
- Department of Ophthalmology, St. Luke's International University, Tokyo, Japan.
- Department of Ophthalmology, Keio University School of Medicine, Tokyo, Japan.
| | - Kazuhiro Ohgami
- Medical Affairs and Pharmacovigilance, Bayer Yakuhin, Ltd., Osaka, Japan
| | - Koji Sasaki
- Medical Affairs and Pharmacovigilance, Bayer Yakuhin, Ltd., Osaka, Japan
| | - Kazufumi Hirano
- Medical Affairs and Pharmacovigilance, Bayer Yakuhin, Ltd., Osaka, Japan
| | - Toshiyuki Sunaya
- Research and Development Japan, Bayer Yakuhin, Ltd., Osaka, Japan
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Hanhart J, Wiener R, Totah H, Brosh K, Zadok D. Pseudophakia as a surprising protective factor in neovascular age-related macular degeneration. J Fr Ophtalmol 2023; 46:527-535. [PMID: 36925449 DOI: 10.1016/j.jfo.2022.11.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2022] [Revised: 10/30/2022] [Accepted: 11/07/2022] [Indexed: 03/18/2023]
Abstract
PURPOSE To assess the impact of lens status on macular function among patients treated for neovascular age-related macular degeneration (nvAMD) in whom scheduled intravitreal injections were delayed. METHODS We reviewed demographic and clinical data as well as macular optical coherence tomographic images of 34 patients (48 eyes) who did not follow their injection schedule during the first wave of COVID-19 in Israel. Functional worsening was defined as a loss of at least 0.1 in decimal best-corrected visual acuity (BCVA). Morphological worsening was defined as new or increased subretinal/intraretinal fluid or a new hemorrhage. OCT indices of quality were used as a measure for cataract density and progression. RESULTS Pseudophakia was associated with a better functional outcome than phakic status: there was a loss of 0.06±0.12 vs. 0.15±0.10 decimal BCVA in the pseudophakic and phakic eyes, respectively (P=.001). A similar trend was observed for morphological changes over the same period: there was an increase in macular thickness of 9±26% vs.12±40%, respectively (P=0.79). During the first wave of COVID-19, the index of OCT quality remained stable for phakic eyes (26±3.6 before the first wave of COVID-19, 26±2.9 afterward; P=1) and pseudophakic eyes (30±2.4 before the first wave of COVID-19, 30±2.6 afterward; P=1). CONCLUSION Pseudophakic eyes with nvAMD that missed their scheduled intravitreal injections experienced fewer morphological and functional complications than phakic eyes with nvAMD.
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Affiliation(s)
- J Hanhart
- Department of Ophthalmology, Shaare Zedek Medical Center, Jerusalem, Israel, affiliated to the Hebrew University, Jerusalem, Israel.
| | - R Wiener
- Department of Ophthalmology, Shaare Zedek Medical Center, Jerusalem, Israel, affiliated to the Hebrew University, Jerusalem, Israel
| | - H Totah
- Department of Ophthalmology, Shaare Zedek Medical Center, Jerusalem, Israel, affiliated to the Hebrew University, Jerusalem, Israel
| | - K Brosh
- Department of Ophthalmology, Shaare Zedek Medical Center, Jerusalem, Israel, affiliated to the Hebrew University, Jerusalem, Israel
| | - D Zadok
- Department of Ophthalmology, Shaare Zedek Medical Center, Jerusalem, Israel, affiliated to the Hebrew University, Jerusalem, Israel
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Korb CA, Elbaz H, Schuster AK, Nickels S, Ponto KA, Schulz A, Wild PS, Münzel T, Beutel ME, Schmidtmann I, Lackner KJ, Peto T, Pfeiffer N. Five-year cumulative incidence and progression of age-related macular degeneration: results from the German population-based Gutenberg Health Study (GHS). Graefes Arch Clin Exp Ophthalmol 2021; 260:55-64. [PMID: 34424371 PMCID: PMC8763742 DOI: 10.1007/s00417-021-05312-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 06/23/2021] [Accepted: 07/01/2021] [Indexed: 11/05/2022] Open
Abstract
Purpose Age-related macular degeneration (AMD) is a major cause of visual impairment and blindness. This study evaluates the incidence and progression of AMD in a large German cohort. Methods The Gutenberg Health Study (GHS) is a population-based, prospective, observational cohort study in Germany that includes 15,010 participants between 35 and 74 years of age. The baseline examination, including fundus photography, was conducted between 2007 and 2012, and the 5-year follow-up examination was performed between 2012 and 2017. AMD grading of fundus photographs was performed according to the Rotterdam Eye Study classification. The 5-year cumulative incidence and progression of AMD were calculated. Poisson regression analysis was conducted to investigate factors associated with the cumulative incidence and progression of AMD. Results Six-thousand-eight-hundred-eighty-eight participants (49.8%, n = 3427 female) were included in the analysis. AMD prevalence was 8.5% [95% CI: 7.9–9.2%] at baseline and 10.3% [95% CI: 9.6–11.1%] at follow-up. The cumulative 5-year-incidence was 2.0% [1.7–2.4%]. AMD progression within 5 years was seen in 18.1% [95% CI: 15.1–21.5%] of the participants. AMD incidence and AMD progression were associated with higher age, for each 10-year increase in age, the risk of AMD doubles (RR = 2.30), and the risk of progression of the disease is increased by 1.6. while AMD incidence also with pseudophakic status. Conclusions In summary, this population-based sample provides substantial epidemiologic data from a large German cohort, including data on progression and cumulative incidence of macular degeneration in younger age groups. AMD progression over 5 years is common in the German population, 18.1% of subjects with AMD showed progression in at least one eye in this time frame and is associated with higher age. Nevertheless, although usually defined to occur over the age of 50, in this cohort AMD occurred in 0.5% and AMD progression occurred in 5.4% of those already affected in the youngest age group before 50 years of age.
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Affiliation(s)
- Christina A Korb
- Department of Ophthalmology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany.
| | - Hisham Elbaz
- Department of Ophthalmology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany.,Department of Ophthalmology, Otto-von-Guericke University Magdeburg, Magdeburg, Germany
| | - Alexander K Schuster
- Department of Ophthalmology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Stefan Nickels
- Department of Ophthalmology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Katharina A Ponto
- Department of Ophthalmology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany.,Center for Thrombosis and Hemostasis (CTH), University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Andreas Schulz
- Preventive Cardiology and Preventive Medicine, Center for Cardiology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Philipp S Wild
- Center for Thrombosis and Hemostasis (CTH), University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany.,Preventive Cardiology and Preventive Medicine, Center for Cardiology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany.,German Center for Cardiovascular Research (DZHK), Partner Site Rhine-Main, Mainz, Germany
| | - Thomas Münzel
- German Center for Cardiovascular Research (DZHK), Partner Site Rhine-Main, Mainz, Germany.,Center for Cardiology, Cardiology I, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Manfred E Beutel
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Irene Schmidtmann
- Institute for Medical Biostatistics, Epidemiology and Informatics, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Karl J Lackner
- German Center for Cardiovascular Research (DZHK), Partner Site Rhine-Main, Mainz, Germany.,Institute of Clinical Chemistry and Laboratory Medicine, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Tunde Peto
- NIHR Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK.,Centre for Public Health, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Norbert Pfeiffer
- Department of Ophthalmology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
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Wang R, Yan W, Du M, Tao L, Liu J. The effect of influenza virus infection on pregnancy outcomes: A systematic review and meta-analysis of cohort studies. Int J Infect Dis 2021; 105:567-578. [PMID: 33647509 DOI: 10.1016/j.ijid.2021.02.095] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 02/20/2021] [Accepted: 02/24/2021] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Adverse pregnancy outcomes are risk factors for neonatal mortality and morbidity. While some studies have demonstrated notable associations between influenza and adverse pregnancy outcomes, the findings have contrasted with other studies. This meta-analysis was conducted to assess the effect of influenza infection on pregnancy outcomes. METHODS We searched PubMed, Embase, Cochrane Library and Web of Science from inception to 4 November 2020. Relative risks (RRs) with 95% confidence intervals (CIs) were pooled using random-effects or fixed-effects models. RESULTS A total of 17 studies involving 2,351,204 participants were included. Influenza infection increased the risk of stillbirth (RR = 3.62, 95% CI: 1.60-8.20), with no significant effect on preterm birth (RR = 1.17, 95%CI: 0.95-1.45), fetal death (RR = 0.93, 95%CI: 0.73-1.18), small for gestational age (SGA) (RR = 1.10, 95%CI: 0.98-1.24) and low birth weight (LBW) (RR = 1.88, 95%CI: 0.46-7.66). In a subgroup analysis of LBW, the association was evident in studies conducted during the 2009 H1N1 pandemic (RR = 2.28, 95%CI: 1.81-2.87), with no evidence of an association in pre-pandemic or post-pandemic studies. CONCLUSIONS Influenza virus infection was associated with an increased risk of stillbirth, but its effect on preterm birth, fetal death, SGA and LBW is still uncertain.
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Affiliation(s)
- Ruitong Wang
- School of Public Health, Peking University, No.38 Xueyuan Road, Haidian District, Beijing, 100191, China
| | - Wenxin Yan
- School of Public Health, Peking University, No.38 Xueyuan Road, Haidian District, Beijing, 100191, China
| | - Min Du
- School of Public Health, Peking University, No.38 Xueyuan Road, Haidian District, Beijing, 100191, China
| | - Liyuan Tao
- Research Center of Clinical Epidemiology, Peking University Third Hospital, No.49 Huayuan North Road, Haidian District, Beijing, 100083, China
| | - Jue Liu
- School of Public Health, Peking University, No.38 Xueyuan Road, Haidian District, Beijing, 100191, China.
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