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Naelitz BD, Lundy SD, Nowacki AS. Editorial rebuttal: testosterone and luteinizing hormone predict semen parameter improvement in infertile men treated with anastrozole. Fertil Steril 2024:S0015-0282(24)00239-5. [PMID: 38616033 DOI: 10.1016/j.fertnstert.2024.04.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 04/05/2024] [Indexed: 04/16/2024]
Affiliation(s)
- Bryan D Naelitz
- Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, Ohio
| | - Scott D Lundy
- Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, Ohio
| | - Amy S Nowacki
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio
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White AJ, Nowacki AS, Woodrow SI, Steinmetz MP, Benzil DL. Ergonomics, musculoskeletal disorders, and surgeon gender in spine surgery: a survey of practicing spine surgeons. J Neurosurg Spine 2024; 40:529-538. [PMID: 38215442 DOI: 10.3171/2023.11.spine23705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 11/08/2023] [Indexed: 01/14/2024]
Abstract
OBJECTIVE The objective of this study was to gain a greater understanding of the burden of musculoskeletal disorders (MSDs) in spine surgeons, their impact on practice, and risk factors contributing to MSDs, including surgical instrument design and surgical ergonomics. METHODS An anonymous REDCap survey was distributed via email to the departments of several academic and private centers across the United States, as well as to the AANS/CNS Women in Neurosurgery Section email list. Chi-square tests and Wilcoxon rank-sum tests were used to compare responses by gender. Multivariable linear regression analysis was performed to identify predictors of discomfort in instrument utilization. RESULTS Survey responses were received from 120 spine surgeons (29.1% response rate), of which 73 were included in the analysis. A very high number of respondents had experienced an MSD (70.4%), 38.2% had undergone treatment for at least one MSD, and 13.4% had lost time at work for at least one MSD. Women were more likely than men to have lost time at work due to an MSD (22.6% vs 5.6%, p = 0.04). Women were more likely than men to report difficulty in instrument grip, comfort, and use on a 20-point Likert scale (mean 10.7 vs 15.2 points, p < 0.0001). This effect persisted when adjusting for glove size and days per week spent operating (p = 0.002). Specifically, women were less likely to agree that the handles of surgical instruments were an appropriate grip (p < 0.0001), that they rarely experienced difficulty when using them (p < 0.0001), and that they rarely needed to use two hands with instruments meant to be used with one hand (p = 0.0002). CONCLUSIONS The MSD burden in spine surgeons is substantial. While there was no evidence of gender differences in MSD rates and severity, female surgeons report significantly more discomfort with the use of surgical instruments. There is a need for more investigation of MSD risk factors in spine surgeons and mitigation strategies. Gender differences in comfort in instrument use should be further explored and addressed by spine surgeons and device manufacturers.
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Affiliation(s)
- Alexandra J White
- 1Department of Neurosurgery, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio
- 2Department of Neurosurgery, University of California, Los Angeles, California
| | - Amy S Nowacki
- 3Department of Quantitative Health Sciences, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Sarah I Woodrow
- 4Department of Neurosurgery, Cleveland Clinic Foundation, Akron, Ohio
| | - Michael P Steinmetz
- 1Department of Neurosurgery, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio
- 5Center for Spine Health, Neurological Institute, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Deborah L Benzil
- 1Department of Neurosurgery, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio
- 5Center for Spine Health, Neurological Institute, Cleveland Clinic Foundation, Cleveland, Ohio
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Shrestha NK, Burke PC, Nowacki AS, Gordon SM. Effectiveness of the 2023-2024 Formulation of the Coronavirus Disease 2019 mRNA Vaccine. Clin Infect Dis 2024:ciae132. [PMID: 38465901 DOI: 10.1093/cid/ciae132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 02/27/2024] [Accepted: 03/06/2024] [Indexed: 03/12/2024] Open
Abstract
BACKGROUND The purpose of this study was to evaluate whether the 2023-2024 formulation of the COVID-19 mRNA vaccine protects against COVID-19. METHODS Employees of Cleveland Clinic in employment when the 2023-2024 formulation of the COVID-19 mRNA vaccine became available to employees, were included. Cumulative incidence of COVID-19 over the following 17 weeks was examined prospectively. Protection provided by vaccination (analyzed as a time-dependent covariate) was evaluated using Cox proportional hazards regression, with time-dependent coefficients used to separate effects before and after the JN.1 lineage became dominant. The analysis was adjusted for the propensity to get tested, age, sex, pandemic phase when the last prior COVID-19 episode occurred, and the number of prior vaccine doses. RESULTS Among 48210 employees, COVID-19 occurred in 2462 (5.1%) during the 17 weeks of observation. In multivariable analysis, the 2023-2024 formula vaccinated state was associated with a significantly lower risk of COVID-19 before the JN.1 lineage became dominant (HR, .58; 95% C.I., .49-.68, p-value < .001), and lower risk but one that did not reach statistical significance after (HR, .81; 95% C.I., .65-1.01, p-value 0.06). Estimated vaccine effectiveness (VE) was 42% (95% C.I., 32%-51%) before the JN.1 lineage became dominant, and 19% (C.I., -1%-35%) after. Risk of COVID-19 was lower among those previously infected with an XBB or more recent lineage, and increased with the number of vaccine doses previously received. CONCLUSIONS The 2023-2024 formula COVID-19 vaccine given to working-aged adults afforded modest protection overall against COVID-19 before the JN.1 lineage became dominant, and less protection after.
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Affiliation(s)
- Nabin K Shrestha
- Department of Infectious Diseases, Cleveland Clinic, Cleveland, Ohio, USA
| | - Patrick C Burke
- Infection Prevention, Cleveland Clinic, Cleveland, Ohio, USA
| | - Amy S Nowacki
- Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio, USA
| | - Steven M Gordon
- Department of Infectious Diseases, Cleveland Clinic, Cleveland, Ohio, USA
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Stallkamp Tidd SJ, Nowacki AS, Singh T, Hayburn A, Wilson R. Comorbid anxiety is associated with more changes in the Management of Postural Orthostatic Tachycardia Syndrome. Gen Hosp Psychiatry 2024; 87:1-6. [PMID: 38224642 DOI: 10.1016/j.genhosppsych.2024.01.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 01/10/2024] [Accepted: 01/10/2024] [Indexed: 01/17/2024]
Abstract
OBJECTIVE Postural Orthostatic Tachycardia Syndrome (POTS) is not an anxiety disorder, but it shares similar symptomatology. The impact of this comorbidity on management is unknown. This information may lead to better strategies to improve the care of this subgroup. METHOD The electronic medical records of 322 patients seen at our institution between 2018 and 2022 with confirmed POTS diagnoses were analyzed. Demographics, anxiety comorbidities, questionnaire responses, and treatment course changes were collected. Negative binomial regression models examined if the presence of an anxiety disorder was associated with the number of POTS treatment course changes offset by observation time. RESULTS When adjusted for sex, age, baseline GAD-7 score, and baseline PROMIS global mental health score, those with a diagnosis of an anxiety disorder had2.6 times the incident rate of treatment changes for POTS management (IRR = 2.66 (95% CI: 1.43-4.95)). CONCLUSION Individuals carrying the diagnosis of an anxiety disorder had an increase in the incident rate of treatment changes for POTS therapy. This finding may be due to the underlying pathophysiology and treatment of anxiety disorders, the effect of bias, and difficulty with symptom differentiation. More work needs to be done to determine how to best care for POTS patients with comorbid anxiety.
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Affiliation(s)
| | - Amy S Nowacki
- Cleveland Clinic Lerner College of Medicine, Cleveland, OH, USA; Department of Quantitative Health Sciences, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Tamanna Singh
- Cleveland Clinic Lerner College of Medicine, Cleveland, OH, USA; Department of Cardiovascular Medicine, Heart, Vascular, and Thoracic Institute, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Anna Hayburn
- Department of Neuromuscular Medicine, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Robert Wilson
- Cleveland Clinic Lerner College of Medicine, Cleveland, OH, USA; Department of Neuromuscular Medicine, Cleveland Clinic Foundation, Cleveland, OH, USA
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Ray JE, Dobbs KR, Ogolla SO, Daud II, Midem D, Omenda MM, Nowacki AS, Beeson JG, Sabourin KR, Rochford R, Dent AE. Clinical and immunological outcomes of HIV-exposed uninfected and HIV-unexposed uninfected children in the first 24 months of life in Western Kenya. BMC Infect Dis 2024; 24:156. [PMID: 38302888 PMCID: PMC10835872 DOI: 10.1186/s12879-024-09051-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 01/23/2024] [Indexed: 02/03/2024] Open
Abstract
BACKGROUND Previous studies show increased morbidity in children who are HIV-exposed but uninfected (HEU) compared to children who are HIV-unexposed uninfected (HUU). We sought to evaluate the effects of prenatal HIV exposure on clinical and immunological outcomes in the first 24 months of life. METHODS Eighty-five HEU and 168 HUU children from Kenya were followed from birth to 24 months. All mothers living with HIV received combination antiretroviral therapy. Children who were HEU received standard-of-care cotrimoxazole prophylaxis through 18 months. Episodes of acute illness were identified through a combination of active and passive follow up. Trajectories of plasma cytokines, vaccine-specific antibodies, and antimalarial antibodies were examined. RESULTS Children who were HEU and children who were HUU had similar growth curves. Children who were HEU had lower rates of malaria (rate ratio 0.54, 95% CI 0.38, 0.77) and respiratory illness (rate ratio 0.80, 95% CI 0.68, 0.93). Trajectories of plasma cytokines and vaccine-specific antibodies were similar in children who were HEU and HUU. There were subtle differences in antimalarial antibody dynamics, in which children who were HEU had overall lower antibody levels against five of the 14 malaria antigens tested. CONCLUSIONS Children who were HEU and born to optimally treated mothers living with HIV had similar growth characteristics and immune profiles compared to children who were HUU. Children who were HEU had reduced risk for malaria and respiratory illness, which may be secondary to cotrimoxazole prophylaxis.
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Affiliation(s)
- Jessica E Ray
- Center for Global Health & Diseases, Case Western Reserve University, 10900 Euclid Avenue LC: 4983, Cleveland, OH, 44106, USA
| | - Katherine R Dobbs
- Center for Global Health & Diseases, Case Western Reserve University, 10900 Euclid Avenue LC: 4983, Cleveland, OH, 44106, USA.
- Division of Pediatric Infectious Diseases, University Hospitals Rainbow Babies and Children's Hospital, LC: 4983, Cleveland, OH, 44106, USA.
| | - Sidney O Ogolla
- Centre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya
| | - Ibrahim I Daud
- Centre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya
| | - David Midem
- Centre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya
| | - Maxwel M Omenda
- Centre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya
| | - Amy S Nowacki
- Department of Quantitative Health Sciences, Cleveland Clinic Lerner Research Institute, Cleveland, OH, USA
| | | | - Katherine R Sabourin
- Department of Immunology and Microbiology, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA
| | - Rosemary Rochford
- Department of Immunology and Microbiology, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA
| | - Arlene E Dent
- Center for Global Health & Diseases, Case Western Reserve University, 10900 Euclid Avenue LC: 4983, Cleveland, OH, 44106, USA.
- Division of Pediatric Infectious Diseases, University Hospitals Rainbow Babies and Children's Hospital, LC: 4983, Cleveland, OH, 44106, USA.
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Shen AS, Heusinkveld LE, Updyke A, Nowacki AS, Warren CB, Maytin EV. Painless photodynamic therapy for facial actinic keratoses: A retrospective cohort study of the post-treatment inflammatory response. Photodiagnosis Photodyn Ther 2024; 45:103838. [PMID: 37844787 PMCID: PMC10922787 DOI: 10.1016/j.pdpdt.2023.103838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2023] [Revised: 10/05/2023] [Accepted: 10/10/2023] [Indexed: 10/18/2023]
Abstract
INTRODUCTION Photodynamic therapy (PDT) is a safe, non-mutagenic, and non-scarring treatment for actinic keratoses (AK). BACKGROUND 'Painless' photodynamic therapy (p-PDT) is a regimen for AK that employs simultaneous aminolevulinate incubation and blue light illumination. The efficacy of p-PDT resembles that of traditional PDT, but detailed mechanisms of action for p-PDT are not well understood. METHODS To characterize the inflammatory effects of the p-PDT procedure 48 h following treatment and determine the association of inflammation with precancer burden, we performed a retrospective cohort study of 104 patients with AK of face or scalp treated with p-PDT between 2017 and 2019. Patients self-reported their side effects 48 h following p-PDT and took photographs of their face and scalp. Photographs were edited to define seven anatomic regions, and erythema was scored by four investigators. RESULTS Ninety-eight patients provided photographs suitable for erythema evaluation. Most patients experienced 2 or more side effects and some pain 48 h post-procedure. Females experienced more pain (p = 0.01) and side effects (p = 0.002) compared to males. AK burden was positively associated with post p-PDT erythema response (p < 0.0001) at all sites, but particularly in the temples (p = 0.002) and supralabial area (p = 0.009). DISCUSSION This study confirms a strong clinical inflammatory response after p-PDT. Severity of inflammation is positively associated with AK tumor burden, suggesting that post-treatment inflammation may be a pre-requisite for p-PDT efficacy. Interestingly, the results also identify certain gender-related differences in the severity of side effects experienced by patients post-PDT.
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Affiliation(s)
- Alan S Shen
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Desk A60, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, USA
| | - Lauren E Heusinkveld
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Desk A60, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, USA
| | - Abigail Updyke
- Department of Biomedical Engineering, Cleveland Clinic, Desk A60, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH, USA
| | - Amy S Nowacki
- Department of Quantitative Health Sciences; Cleveland Clinic, Desk A60, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH, USA
| | - Christine B Warren
- Department of Dermatology, Cleveland Clinic, Desk A60, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH, USA; Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Desk A60, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, USA
| | - Edward V Maytin
- Department of Dermatology, Cleveland Clinic, Desk A60, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH, USA; Department of Biomedical Engineering, Cleveland Clinic, Desk A60, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH, USA; Department of Quantitative Health Sciences; Cleveland Clinic, Desk A60, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH, USA; Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Desk A60, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, USA.
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Singuri S, Luo S, Hatipoglu D, Nowacki AS, Patel R, Schachat AP, Ehlers JP, Singh RP, Anand-Apte B, Yuan A. Clinical Utility of Spectral-Domain Optical Coherence Tomography Marker Disorganization of Retinal Inner Layers in Diabetic Retinopathy. Ophthalmic Surg Lasers Imaging Retina 2023; 54:692-700. [PMID: 38113360 DOI: 10.3928/23258160-20231031-02] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2023]
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.].
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8
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Shrestha NK, Burke PC, Nowacki AS, Gordon SM. Risk of Coronavirus Disease 2019 (COVID-19) among those up-to-date and not up-to-date on COVID-19 vaccination by US CDC criteria. PLoS One 2023; 18:e0293449. [PMID: 37939032 PMCID: PMC10631626 DOI: 10.1371/journal.pone.0293449] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 10/03/2023] [Indexed: 11/10/2023] Open
Abstract
BACKGROUND The CDC recently defined being "up-to-date" on COVID-19 vaccination as having received at least one dose of a COVID-19 bivalent vaccine. The purpose of this study was to compare the risk of COVID-19 among those "up-to-date" and "not up-to-date". METHODS Employees of Cleveland Clinic in Ohio, USA, in employment when the COVID-19 bivalent vaccine first became available, and still employed when the XBB lineages became dominant, were included. Cumulative incidence of COVID-19 since the XBB lineages became dominant was compared across the"up-to-date" and "not up-to-date" states, by treating COVID-19 bivalent vaccination as a time-dependent covariate whose value changed on receipt of the vaccine. Risk of COVID-19 by vaccination status was also evaluated using multivariable Cox proportional hazards regression adjusting for propensity to get tested for COVID-19, age, sex, most recent prior SARS-CoV-2 infection, and number of prior vaccine doses. RESULTS COVID-19 occurred in 1475 (3%) of 48 344 employees during the 100-day study period. The cumulative incidence of COVID-19 was lower in the "not up-to-date" than the "up-to-date" state. On multivariable analysis, being "up-to-date" was not associated with lower risk of COVID-19 (HR, 1.05; 95% C.I., 0.88-1.25; P-value, 0.58). Results were very similar when those 65 years and older were only considered "up-to-date" after 2 doses of the bivalent vaccine. CONCLUSIONS Since the XBB lineages became dominant, adults "up-to-date" on COVID-19 vaccination by the CDC definition do not have a lower risk of COVID-19 than those "not up-to-date", bringing into question the value of this risk classification definition.
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Affiliation(s)
- Nabin K. Shrestha
- Department of Infectious Diseases, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Patrick C. Burke
- Infection Prevention, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Amy S. Nowacki
- Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Steven M. Gordon
- Department of Infectious Diseases, Cleveland Clinic, Cleveland, Ohio, United States of America
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Slade E, Brearley AM, Coles A, Hayat MJ, Kulkarni PM, Nowacki AS, Oster RA, Posner MA, Samsa G, Spratt H, Troy J, Pomann GM. Essential team science skills for biostatisticians on collaborative research teams. J Clin Transl Sci 2023; 7:e243. [PMID: 38033706 PMCID: PMC10685263 DOI: 10.1017/cts.2023.676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 10/23/2023] [Accepted: 10/30/2023] [Indexed: 12/02/2023] Open
Abstract
Introduction Despite the critical role that quantitative scientists play in biomedical research, graduate programs in quantitative fields often focus on technical and methodological skills, not on collaborative and leadership skills. In this study, we evaluate the importance of team science skills among collaborative biostatisticians for the purpose of identifying training opportunities to build a skilled workforce of quantitative team scientists. Methods Our workgroup described 16 essential skills for collaborative biostatisticians. Collaborative biostatisticians were surveyed to assess the relative importance of these skills in their current work. The importance of each skill is summarized overall and compared across career stages, highest degrees earned, and job sectors. Results Survey respondents were 343 collaborative biostatisticians spanning career stages (early: 24.2%, mid: 33.8%, late: 42.0%) and job sectors (academia: 69.4%, industry: 22.2%, government: 4.4%, self-employed: 4.1%). All 16 skills were rated as at least somewhat important by > 89.0% of respondents. Significant heterogeneity in importance by career stage and by highest degree earned was identified for several skills. Two skills ("regulatory requirements" and "databases, data sources, and data collection tools") were more likely to be rated as absolutely essential by those working in industry (36.5%, 65.8%, respectively) than by those in academia (19.6%, 51.3%, respectively). Three additional skills were identified as important by survey respondents, for a total of 19 collaborative skills. Conclusions We identified 19 team science skills that are important to the work of collaborative biostatisticians, laying the groundwork for enhancing graduate programs and establishing effective on-the-job training initiatives to meet workforce needs.
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Affiliation(s)
- Emily Slade
- Department of Biostatistics, University of
Kentucky, Lexington, KY, USA
| | - Ann M. Brearley
- Division of Biostatistics, School of Public Health,
University of Minnesota, Minneapolis,
MN, USA
| | - Adrian Coles
- Global Biometrics and Data Sciences, Bristol Myers Squibb,
Lawrence Township, NJ, USA
| | - Matthew J. Hayat
- Department of Population Health Sciences, School of Public Health,
Georgia State University, Atlanta,
GA, USA
| | - Pandurang M. Kulkarni
- Global Data Sciences & Scientific Communications, Eli Lilly
& Co., Indianapolis, IN, USA
| | - Amy S. Nowacki
- Department of Quantitative Health Sciences, Lerner Research
Institute, Cleveland Clinic, Cleveland, OH,
USA
| | - Robert A. Oster
- Division of Preventive Medicine, Department of Medicine,
University of Alabama at Birmingham, Birmingham,
AL, USA
| | - Michael A. Posner
- Department of Mathematics and Statistics, Villanova
University, Villanova, PA,
USA
| | - Gregory Samsa
- Department of Biostatistics and Bioinformatics, Duke
University, Durham, NC, USA
| | - Heidi Spratt
- Department of Biostatistics and Data Science, School of Public and
Population Health, University of Texas Medical Branch,
Galveston, TX, USA
| | - Jesse Troy
- Department of Biostatistics and Bioinformatics, Duke
University, Durham, NC, USA
| | - Gina-Maria Pomann
- Department of Biostatistics and Bioinformatics, Duke
University, Durham, NC, USA
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Xu LT, Price KW, Ramos MS, Nowacki AS, Yuan A, Yan J. Outcomes of a Multicenter 10-Year Review of Postinjection Endophthalmitis and Associated Systemic Medical Comorbidities. J Vitreoretin Dis 2023; 7:504-509. [PMID: 37974918 PMCID: PMC10649454 DOI: 10.1177/24741264231200738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2023]
Abstract
Purpose: To investigate whether any systemic medical conditions may be associated with a higher risk for developing postinjection endophthalmitis. Methods: This case-control study is a retrospective review within the Emory Eye Center from 2009 to 2019 and The Cleveland Clinic Foundation from 2012 to 2019. Each case was matched in a 1:4 case-to-control ratio. The associations between medical comorbidities and endophthalmitis were explored using multivariable logistic regression models on the combined sample. Results: Sixty-six individuals were diagnosed with injection-associated endophthalmitis. Systemic immunocompromised status was found to be a risk factor associated with developing endophthalmitis with an adjusted odds ratio (aOR) of 3.17 (P = .009). Other conditions with increased risk approaching statistical significance included a history of pulmonary disease (aOR, 1.74; P = .08) and a history of smoking (aOR, 1.72; P = .06). Conclusions: This is the first report to our knowledge demonstrating that immunocompromised status is associated with an increased risk for developing postinjection endophthalmitis. While this study may be limited due to its retrospective nature, the result may nevertheless serve as a guidance for risk counseling. Future analysis using a large-scale database will be needed.
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Affiliation(s)
- Lucy T. Xu
- Emory Eye Center, Emory University School of Medicine, Atlanta, GA, USA
- Retina Group of Washington, Annapolis, MD, USA
| | - Kenneth W. Price
- Emory Eye Center, Emory University School of Medicine, Atlanta, GA, USA
| | - Michael S. Ramos
- Cole Eye Institute, The Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Amy S. Nowacki
- Department of Quantitative Health Sciences, Lerner Research Institute, The Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Alex Yuan
- Cole Eye Institute, The Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Jiong Yan
- Emory Eye Center, Emory University School of Medicine, Atlanta, GA, USA
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Schafer RE, Blazel MM, Nowacki AS, Schwarz GS. Risk of Complications in Combined Plastic Surgery Procedures Using the Tracking Operations and Outcomes for Plastic Surgeons Database. Aesthet Surg J 2023; 43:1384-1392. [PMID: 37128702 DOI: 10.1093/asj/sjad124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 04/22/2023] [Accepted: 04/24/2023] [Indexed: 05/03/2023] Open
Abstract
BACKGROUND Combining multiple surgical procedures into a single operative session is widespread in the field of plastic surgery; however, the implications of this practice are not fully understood. OBJECTIVES This study compared 30-day complication rates associated with combined plastic surgery procedures with the rates for index procedures. METHODS This retrospective cohort analysis utilized the Tracking Operations and Outcomes for Plastic Surgeons database from 2016 to 2020 to identify the 3 most frequent combinations of augmentation mammaplasty, reduction mammaplasty, trunk liposuction, mastopexy, and abdominoplasty. RESULTS The 30-day overall complication rate was 5.0% (1400 of 26,771 patients), with a higher complication rate for combined procedures compared with index (7.6% vs 4.2%, adjusted odd ratio [aOR], 1.91 [95% CI, 1.61-2.27], P < .001). There were no significant differences in complication rates for abdominoplasty or mastopexy combinations compared with index. Complication rates for reduction mammaplasty combinations compared with index were not statistically different after controlling for demographics (aOR, 1.02 [95% CI, 0.61-1.64], P = .93). Higher rates of minor and major complications were observed for combinations of trunk liposuction (aOR, 4.84 [95% CI, 3.31-7.21), P < .001) and augmentation mammaplasty (aOR, 1.60 [95% CI 1.13-2.22], P = .007) compared with index. CONCLUSIONS Combinations with trunk liposuction or augmentation mammaplasty present with increased risk of complications compared with index, controlling for demographics. Abdominoplasty and mastopexy may be combined with other plastic surgery procedures without increased risk to patients. The complication risk of reduction mammaplasty combinations is mediated by other variables, suggesting the need for shared surgical decision-making when recommending these combinations to patients. LEVEL OF EVIDENCE: 4
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Kim P, Rothberg MB, Nowacki AS, Yu PC, Gugliotti D, Deshpande A. Derivation and external validation of a prediction model for pneumococcal urinary antigen test positivity in patients with community-acquired pneumonia. Antimicrob Steward Healthc Epidemiol 2023; 3:e166. [PMID: 38028917 PMCID: PMC10644161 DOI: 10.1017/ash.2023.421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 06/23/2023] [Accepted: 06/28/2023] [Indexed: 12/01/2023]
Abstract
Objective Derive and externally validate a prediction model for pneumococcal urinary antigen test (pUAT) positivity. Methods Retrospective cohort study of adults admitted with community-acquired pneumonia (CAP) to 177 U.S. hospitals in the Premier Database (derivation and internal validation samples) or 12 Cleveland Clinic hospitals (external validation sample). We utilized multivariable logistic regression to predict pUAT positivity in the derivation dataset, followed by model performance evaluation in both validation datasets. Potential predictors included demographics, comorbidities, clinical findings, and markers of disease severity. Results Of 198,130 Premier patients admitted with CAP, 27,970 (14.1%) underwent pUAT; 1962 (7.0%) tested positive. The strongest predictors of pUAT positivity were history of pneumococcal infection in the previous year (OR 6.99, 95% CI 4.27-11.46), severe CAP on admission (OR 1.76, 95% CI 1.56-1.98), substance abuse (OR 1.57, 95% CI 1.27-1.93), smoking (OR 1.23, 95% CI 1.09-1.39), and hyponatremia (OR 1.35, 95% CI 1.17-1.55). Negative predictors included IV antibiotic use in past year (OR 0.65, 95% CI 0.52-0.82), congestive heart failure (OR 0.72, 95% CI 0.63-0.83), obesity (OR 0.71, 95% CI 0.60-0.85), and admission from skilled nursing facility (OR 0.60, 95% CI 0.45-0.78). Model c-statistics were 0.60 and 0.67 in the internal and external validation cohorts, respectively. Compared to guideline-recommended testing of severe CAP patients, our model would have detected 23% more cases with 5% fewer tests. Conclusion Readily available data can identify patients most likely to have a positive pUAT. Our model could be incorporated into automated clinical decision support to improve test efficiency and antimicrobial stewardship.
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Affiliation(s)
- Priscilla Kim
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH, USA
| | - Michael B. Rothberg
- Center for Value-Based Care Research, Primary Care Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Amy S. Nowacki
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH, USA
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH, USA
| | - Pei-Chun Yu
- Vaccine and Infectious Disease and Public Health Sciences Divisions, Fred Hutch Cancer Research Center, Seattle, WA, USA
| | - David Gugliotti
- Department of Hospital Medicine, Cleveland Clinic, Cleveland, OH, USA
| | - Abhishek Deshpande
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH, USA
- Center for Value-Based Care Research, Primary Care Institute, Cleveland Clinic, Cleveland, OH, USA
- Department of Infectious Diseases, Cleveland Clinic, Cleveland, OH, USA
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Naelitz BD, Jiang T, Munoz-Lopez C, Sigalos JT, Modiri N, Cannarella R, Mills JN, Parekh N, Nowacki AS, Vij SC, Eleswarapu SV, Lundy SD. Testosterone and luteinizing hormone predict semen parameter improvement in infertile men treated with anastrozole. Fertil Steril 2023; 120:746-754. [PMID: 37392782 DOI: 10.1016/j.fertnstert.2023.06.032] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 06/22/2023] [Accepted: 06/26/2023] [Indexed: 07/03/2023]
Abstract
OBJECTIVE To identify patient factors associated with a clinically significant improvement in semen parameters among infertile men treated with the aromatase inhibitor anastrozole. DESIGN Multi-institutional retrospective cohort study. SETTING Two Tertiary Academic Medical Centers. PATIENTS A total of 90 infertile men treated at 2 tertiary academic medical centers who met inclusion criteria and obtained pretreatment and posttreatment semen analyses. INTERVENTION Prescription of anastrozole (median 3 mg/wk). MAIN OUTCOME MEASURES Upgrade in the World Health Organization sperm concentration category (WHO-SCC). Univariate logistic regression, multivariable logistic regression, and partitioning analyses were performed to identify statistically significant patient factors capable of predicting treatment response. RESULTS With anastrozole treatment, 46% (n = 41/90) of men responded favorably with a WHO-SCC upgrade, and 12% (n = 11/90) experienced a downgrade. Responders exhibited lower pretreatment levels of luteinizing hormone (LH, 4.7 vs. 8.3 IU/L) and follicle-stimulating hormone (4.7 vs. 6.7 IU/mL), higher pretreatment levels of testosterone (T, 356 vs. 265 ng/dL), and similar baseline level of estradiol (E2, 73% vs. 70% with detectible level). Baseline semen parameters differed, with anastrozole responders demonstrating higher baseline semen concentration (3.6 vs. 0.3 M/mL) and higher total motile sperm counts (3.7 vs. 0.1 M). Anastrozole therapy converted 29% (n = 26/90) of the cohort to normozoospermia and enabled intrauterine insemination access in 31% (n = 20/64) of previously ineligible patients. Interestingly, neither body mass index nor the baseline E2 level or E2-T ratio was associated with WHO-SCC upgrade. Multivariable logistic regression revealed the T-LH ratio (odds ratio: 1.02, 95% confidence interval: 1.00-1.03) and baseline nonazoospermia (odds ratio: 9.4, 95% confidence interval: 1.1-78.9) to be statistically significant predictors of WHO-SCC upgrade (area under receiver operating characteristic curve: 0.77). The final user-friendly partitioning model consisting of the T-LH ratio ≥100 and baseline non-azoospermia was 98% sensitive and 33% specific for WHO-SCC upgrades (area under the curve: 0.77). CONCLUSION Anastrozole therapy decreases serum E2 levels, increases serum gonadotropins, and clinically improves semen parameters in half of men with idiopathic infertility. Nonazoospermic infertile men with T-LH ratios ≥100 are likely to benefit from anastrozole treatment irrespective of baseline E2 level or E2-T ratio. Men with azoospermia rarely respond to anastrozole and should be counseled on alternative treatments.
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Affiliation(s)
- Bryan D Naelitz
- Glickman Urological and Kidney Institute, Cleveland Clinic Foundation, Cleveland, Ohio.
| | - Tommy Jiang
- David Geffen School of Medicine at University of California-Los Angeles, Los Angeles, California
| | - Carlos Munoz-Lopez
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - John Tucker Sigalos
- Department of Urology, University of California, Los Angeles, Los Angeles, California
| | - Neilufar Modiri
- David Geffen School of Medicine at University of California-Los Angeles, Los Angeles, California
| | - Rosella Cannarella
- Glickman Urological and Kidney Institute, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Jesse N Mills
- Department of Urology, University of California, Los Angeles, Los Angeles, California
| | - Neel Parekh
- Glickman Urological and Kidney Institute, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Amy S Nowacki
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio
| | - Sarah C Vij
- Glickman Urological and Kidney Institute, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Sriram V Eleswarapu
- Department of Urology, University of California, Los Angeles, Los Angeles, California
| | - Scott D Lundy
- Glickman Urological and Kidney Institute, Cleveland Clinic Foundation, Cleveland, Ohio
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Ray JE, Dobbs KR, Ogolla SO, Daud II, Midem D, Omenda MM, Nowacki AS, Beeson JG, Sabourin KR, Rochford R, Dent AE. Clinical and Immunological Outcomes of HIV-Exposed Uninfected and HIV-Unexposed Uninfected Children in the First 24 Months of Life in Western Kenya. Res Sq 2023:rs.3.rs-3073433. [PMID: 37461578 PMCID: PMC10350191 DOI: 10.21203/rs.3.rs-3073433/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/05/2023]
Abstract
Background Previous studies show increased morbidity in children who are HIV-exposed but uninfected (HEU) compared to children who are HIV-unexposed uninfected (HUU). We sought to evaluate the effects of prenatal HIV exposure on clinical and immunological outcomes in the first 24 months of life. Methods Eighty-five HEU and 168 HUU children from Kenya were followed from birth to 24 months. All mothers with HIV received combination antiretroviral therapy. HEU children received standard-of-care cotrimoxazole prophylaxis through 18 months. Episodes of acute illness were identified through a combination of active and passive follow up. Trajectories of plasma cytokines, vaccine-specific antibodies, and antimalarial antibodies were examined. Results HEU and HUU children had similar growth curves. HEU children had lower rates of malaria and respiratory illness. Trajectories of plasma cytokines and vaccine-specific antibodies were similar in HEU and HUU children. There were subtle differences in antimalarial antibody dynamics, in which HEU children had overall lower antibody levels against five of the 14 malaria antigens tested. Conclusions HEU children born to optimally treated mothers living with HIV had similar growth characteristics and immune profiles compared to HUU children. HEU children had reduced risk for malaria and respiratory illness, which may be secondary to cotrimoxazole prophylaxis.
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Shrestha NK, Burke PC, Nowacki AS, Simon JF, Hagen A, Gordon SM. Effectiveness of the Coronavirus Disease 2019 Bivalent Vaccine. Open Forum Infect Dis 2023; 10:ofad209. [PMID: 37274183 PMCID: PMC10234376 DOI: 10.1093/ofid/ofad209] [Citation(s) in RCA: 25] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 04/17/2023] [Indexed: 06/06/2023] Open
Abstract
Background The purpose of this study was to evaluate whether a bivalent coronavirus disease 2019 (COVID-19) vaccine protects against COVID-19. Methods The study included employees of Cleveland Clinic in employment when the bivalent COVID-19 vaccine first became available. Cumulative incidence of COVID-19 over the following 26 weeks was examined. Protection provided by vaccination (analyzed as a time-dependent covariate) was evaluated using Cox proportional hazards regression, with change in dominant circulating lineages over time accounted for by time-dependent coefficients. The analysis was adjusted for the pandemic phase when the last prior COVID-19 episode occurred and the number of prior vaccine doses. Results Among 51 017 employees, COVID-19 occurred in 4424 (8.7%) during the study. In multivariable analysis, the bivalent-vaccinated state was associated with lower risk of COVID-19 during the BA.4/5-dominant (hazard ratio, 0.71 [95% confidence interval, .63-79]) and the BQ-dominant (0.80 [.69-.94]) phases, but decreased risk was not found during the XBB-dominant phase (0.96 [.82-.1.12]). The estimated vaccine effectiveness was 29% (95% confidence interval, 21%-37%), 20% (6%-31%), and 4% (-12% to 18%), during the BA.4/5-, BQ-, and XBB-dominant phases, respectively. The risk of COVID-19 also increased with time since the most recent prior COVID-19 episode and with the number of vaccine doses previously received. Conclusions The bivalent COVID-19 vaccine given to working-aged adults afforded modest protection overall against COVID-19 while the BA.4/5 lineages were the dominant circulating strains, afforded less protection when the BQ lineages were dominant, and effectiveness was not demonstrated when the XBB lineages were dominant.
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Affiliation(s)
- Nabin K Shrestha
- Correspondence: Nabin K. Shrestha, MD, MPH, Department of Infectious Diseases, Cleveland Clinic, 9500 Euclid Ave/G-21, Cleveland, OH 44195 (); Steven M. Gordon, MD, Department of Infectious Diseases, Cleveland Clinic, 9500 Euclid Ave/G-21, Cleveland, OH 44195 ()
| | - Patrick C Burke
- Infection Prevention, Cleveland Clinic, Cleveland, Ohio, USA
| | - Amy S Nowacki
- Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio, USA
| | - James F Simon
- Enterprise Business Intelligence, Cleveland Clinic, Cleveland, Ohio, USA
| | - Amanda Hagen
- Occupational Health, Cleveland Clinic, Cleveland, Ohio, USA
| | - Steven M Gordon
- Correspondence: Nabin K. Shrestha, MD, MPH, Department of Infectious Diseases, Cleveland Clinic, 9500 Euclid Ave/G-21, Cleveland, OH 44195 (); Steven M. Gordon, MD, Department of Infectious Diseases, Cleveland Clinic, 9500 Euclid Ave/G-21, Cleveland, OH 44195 ()
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Kaur N, Nowacki AS, Lachhwani DK, Berl MM, Hamberger MJ, Klaas P, Bingaman W, Busch RM. Characterization and Prediction of Short-term Outcomes in Memory After Temporal Lobe Resection in Children With Epilepsy. Neurology 2023; 100:e1878-e1886. [PMID: 36927884 PMCID: PMC10159761 DOI: 10.1212/wnl.0000000000207143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 01/19/2023] [Indexed: 03/18/2023] Open
Abstract
BACKGROUND AND OBJECTIVES The aim of this study was to characterize short-term outcomes in episodic memory, as assessed by the Children's Memory Scale (CMS), after temporal lobe resection in children with epilepsy using empirical methods for assessing cognitive change (i.e., reliable change indices [RCI] and standardized regression-based change scores [SRB]) and develop and internally validate clinically applicable models to predict postoperative memory decline. METHODS This retrospective cohort study included children aged 6-16 years who underwent resective epilepsy surgery that included the temporal lobe (temporal only: "temporal" and multilobar: "temporal plus") and who completed preoperative and postoperative neuropsychological assessments including the CMS. Change scores on the CMS delayed memory subtests (Faces, Stories, and Word Pairs) were classified as decline, no change, or improvement using epilepsy-specific RCI and SRB. Logistic regression models for predicting postoperative memory decline were developed and internally validated with bootstrapping. RESULTS Of the 126 children included, most of them demonstrated either no significant change (54%-69%) or improvement (8%-14%) in memory performance using RCI on individual measures at a median of 7 months after surgery. A subset of children (23%-33%) showed postoperative declines. Change distributions obtained using RCI and SRB were not statistically significantly different from each other. Preoperative memory test score, surgery side, surgery extent, and preoperative full-scale IQ were predictors of memory decline. Prediction models for memory decline included subsets of these variables with bias-corrected concordance statistics ranging from 0.70 to 0.75. The models were well calibrated although slightly overestimated the probability of verbal memory decline in high-risk patients. DISCUSSION This study used empiric methodology to characterize memory outcome in children after temporal lobe resection. Provided online calculator and nomograms may be used by clinicians to estimate the risk of postoperative memory decline for individual patients before surgery.
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Affiliation(s)
- Navkiranjot Kaur
- From the Cleveland Clinic Lerner College of Medicine (N.K., A.S.N., R.M.B.), Case Western Reserve University; Quantitative Health Sciences (A.S.N.), Lerner Research Institute, Cleveland Clinic; Epilepsy Center (D.K.L., W.B., R.M.B.), Neurological Institute, Cleveland Clinic, OH; Division of Pediatric Neuropsychology (M.M.B.), Childrens National Medical Center, Washington, DC; Department of Neurology (M.J.H.), Columbia University Medical Center, New York, NY; and Department of Psychiatry & Psychology (P.K., R.M.B.), and Department of Neurology (P.K., R.M.B.), Neurological Institute, Cleveland Clinic, OH
| | - Amy S Nowacki
- From the Cleveland Clinic Lerner College of Medicine (N.K., A.S.N., R.M.B.), Case Western Reserve University; Quantitative Health Sciences (A.S.N.), Lerner Research Institute, Cleveland Clinic; Epilepsy Center (D.K.L., W.B., R.M.B.), Neurological Institute, Cleveland Clinic, OH; Division of Pediatric Neuropsychology (M.M.B.), Childrens National Medical Center, Washington, DC; Department of Neurology (M.J.H.), Columbia University Medical Center, New York, NY; and Department of Psychiatry & Psychology (P.K., R.M.B.), and Department of Neurology (P.K., R.M.B.), Neurological Institute, Cleveland Clinic, OH
| | - Deepak K Lachhwani
- From the Cleveland Clinic Lerner College of Medicine (N.K., A.S.N., R.M.B.), Case Western Reserve University; Quantitative Health Sciences (A.S.N.), Lerner Research Institute, Cleveland Clinic; Epilepsy Center (D.K.L., W.B., R.M.B.), Neurological Institute, Cleveland Clinic, OH; Division of Pediatric Neuropsychology (M.M.B.), Childrens National Medical Center, Washington, DC; Department of Neurology (M.J.H.), Columbia University Medical Center, New York, NY; and Department of Psychiatry & Psychology (P.K., R.M.B.), and Department of Neurology (P.K., R.M.B.), Neurological Institute, Cleveland Clinic, OH
| | - Madison M Berl
- From the Cleveland Clinic Lerner College of Medicine (N.K., A.S.N., R.M.B.), Case Western Reserve University; Quantitative Health Sciences (A.S.N.), Lerner Research Institute, Cleveland Clinic; Epilepsy Center (D.K.L., W.B., R.M.B.), Neurological Institute, Cleveland Clinic, OH; Division of Pediatric Neuropsychology (M.M.B.), Childrens National Medical Center, Washington, DC; Department of Neurology (M.J.H.), Columbia University Medical Center, New York, NY; and Department of Psychiatry & Psychology (P.K., R.M.B.), and Department of Neurology (P.K., R.M.B.), Neurological Institute, Cleveland Clinic, OH
| | - Marla J Hamberger
- From the Cleveland Clinic Lerner College of Medicine (N.K., A.S.N., R.M.B.), Case Western Reserve University; Quantitative Health Sciences (A.S.N.), Lerner Research Institute, Cleveland Clinic; Epilepsy Center (D.K.L., W.B., R.M.B.), Neurological Institute, Cleveland Clinic, OH; Division of Pediatric Neuropsychology (M.M.B.), Childrens National Medical Center, Washington, DC; Department of Neurology (M.J.H.), Columbia University Medical Center, New York, NY; and Department of Psychiatry & Psychology (P.K., R.M.B.), and Department of Neurology (P.K., R.M.B.), Neurological Institute, Cleveland Clinic, OH
| | - Patricia Klaas
- From the Cleveland Clinic Lerner College of Medicine (N.K., A.S.N., R.M.B.), Case Western Reserve University; Quantitative Health Sciences (A.S.N.), Lerner Research Institute, Cleveland Clinic; Epilepsy Center (D.K.L., W.B., R.M.B.), Neurological Institute, Cleveland Clinic, OH; Division of Pediatric Neuropsychology (M.M.B.), Childrens National Medical Center, Washington, DC; Department of Neurology (M.J.H.), Columbia University Medical Center, New York, NY; and Department of Psychiatry & Psychology (P.K., R.M.B.), and Department of Neurology (P.K., R.M.B.), Neurological Institute, Cleveland Clinic, OH
| | - William Bingaman
- From the Cleveland Clinic Lerner College of Medicine (N.K., A.S.N., R.M.B.), Case Western Reserve University; Quantitative Health Sciences (A.S.N.), Lerner Research Institute, Cleveland Clinic; Epilepsy Center (D.K.L., W.B., R.M.B.), Neurological Institute, Cleveland Clinic, OH; Division of Pediatric Neuropsychology (M.M.B.), Childrens National Medical Center, Washington, DC; Department of Neurology (M.J.H.), Columbia University Medical Center, New York, NY; and Department of Psychiatry & Psychology (P.K., R.M.B.), and Department of Neurology (P.K., R.M.B.), Neurological Institute, Cleveland Clinic, OH
| | - Robyn M Busch
- From the Cleveland Clinic Lerner College of Medicine (N.K., A.S.N., R.M.B.), Case Western Reserve University; Quantitative Health Sciences (A.S.N.), Lerner Research Institute, Cleveland Clinic; Epilepsy Center (D.K.L., W.B., R.M.B.), Neurological Institute, Cleveland Clinic, OH; Division of Pediatric Neuropsychology (M.M.B.), Childrens National Medical Center, Washington, DC; Department of Neurology (M.J.H.), Columbia University Medical Center, New York, NY; and Department of Psychiatry & Psychology (P.K., R.M.B.), and Department of Neurology (P.K., R.M.B.), Neurological Institute, Cleveland Clinic, OH.
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Meade SM, Salas-Vega S, Nowacki AS, Habboub G. Optimization of Randomized Controlled Trial Design in Neurosurgery Using Simulation. World Neurosurg 2023:S1878-8750(23)00394-7. [PMID: 37061397 DOI: 10.1016/j.wneu.2023.03.072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/09/2023]
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Aggarwal M, Garg R, Parthasarthy G, Nowacki AS, Padival R, McCullough A, Qazi T, Click B, Rieder F, Cohen BL. Crohn's Disease Is Associated with Liver Fibrosis in Patients with Nonalcoholic Fatty Liver Disease. Dig Dis Sci 2023; 68:1006-1015. [PMID: 35731428 PMCID: PMC10022843 DOI: 10.1007/s10620-022-07562-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 05/09/2022] [Indexed: 02/08/2023]
Abstract
BACKGROUND Chronic inflammation in IBD is postulated to drive NAFLD progression from steatosis to fibrosis. AIMS To study the histopathological spectrum of NAFLD in Crohn disease (CD) and Ulcerative colitis (UC). METHODS Patients with biopsy proven NAFLD at a quaternary center from 2008 to 2018 were included in this retrospective analysis. Inflammatory bowel disease (IBD) diagnosed either clinically and/or endoscopically at the time of liver biopsy. Multivariable regression and propensity score (PS) weighted analysis were conducted. Statistical analysis were performed using SAS statistical software. RESULTS Among 1009 patients with NAFLD a diagnosis of IBD was identified in 50 cases (34 CD and 16 UC). On multivariable analysis; CD was independently associated with significantly higher odds of advanced fibrosis (AF) on liver biopsy (adjusted OR = 4.09, 95% CI = 1.40-11.94) compared to NAFLD patients without IBD. Similar results were obtained with both the overlap PS weighted model (OR = 3.17, 95% CI = 1.55-6.49) and the PS matched model (OR = 3.49, 95% CI = 1.50-8.13). CONCLUSION In a large cohort of patients with histologically well characterized NAFLD, AF was more common in CD patients than NAFLD patients without IBD. These findings must be confirmed in a larger cohort, but suggest CD patients with NAFLD could be at greater risk for liver fibrosis.
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Affiliation(s)
- Manik Aggarwal
- Department of Internal Medicine, Cleveland Clinic, 9500 Euclid Avenue, A3-208, Cleveland, OH, 44195, USA.
| | - Rajat Garg
- Digestive Disease and Surgery Institute, Cleveland Clinic, Cleveland, OH, USA
| | | | - Amy S Nowacki
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH, USA
| | - Ruthvik Padival
- Gastroenterology and Hepatology, Intermountain Health, Murray, UT, USA
| | - Arthur McCullough
- Digestive Disease and Surgery Institute, Cleveland Clinic, Cleveland, OH, USA
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Taha Qazi
- Digestive Disease and Surgery Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Benjamin Click
- Gastroenterology and Hepatology, University of Colorado, Aurora, CO, USA
| | - Florian Rieder
- Digestive Disease and Surgery Institute, Cleveland Clinic, Cleveland, OH, USA
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Benjamin L Cohen
- Digestive Disease and Surgery Institute, Cleveland Clinic, Cleveland, OH, USA
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Meade SM, Rajan PV, Rabah NM, Mroz T, Steinmetz MP, Benzel E, Nowacki AS, Salas-Vega S, Habboub G. Leveraging published randomized controlled trials to inform clinical trial design: a simulation-based study of laminectomy versus laminectomy and fusion. J Neurosurg Spine 2023:1-9. [PMID: 36840734 DOI: 10.3171/2023.1.spine22957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 01/30/2023] [Indexed: 02/26/2023]
Abstract
OBJECTIVE The US-based Spinal Laminectomy versus Instrumented Pedicle Screw (SLIP) trial reported improvement in disability following laminectomy with fusion versus laminectomy alone for patients with lumbar spondylolisthesis. Despite using similar methods, a concurrent Swedish trial investigating the same question did not reach the same conclusion. The authors performed a simulation-based analysis to elucidate potential causes of these divergent results. METHODS The mean and standard deviation of the preoperative and 2-year postoperative Oswestry Disability Index (ODI) scores for each study group (laminectomy with fusion and laminectomy alone) were collected from the spondylolisthesis stratum of the Swedish trial and used to create a MATLAB simulator using linear transformations to predict postoperative ODI distributions. Applying this simulator to both varied and published preoperative ODI distributions from the SLIP trial, the authors simulated the results of the US-based trial using treatment effects from the Swedish study and compared simulated US results to those published in the SLIP trial. RESULTS Simulated US results showed that as preoperative disability increased, the difference in postoperative ODI scores grew between treatment groups and increasingly favored laminectomy alone (p < 0.0001). In 100 simulations of a similarly sized US trial, the average mean change in ODI scores postoperatively was significantly higher than was published for laminectomy alone in the SLIP trial (-21.3 vs -17.9), whereas it was significantly lower than published for fusion (-16.9 vs -26.3). CONCLUSIONS The expected benefit of surgical treatments for spondylolisthesis varied according to preoperative disability. Adapting Swedish-estimated treatment effects to the US context mildly overapproximated the improvement in postoperative disability scores for laminectomy, but more severely underapproximated the improvement reported for laminectomy and fusion in the SLIP trial. The observed heterogeneity between these studies is influenced more by patient response to fusion than response to laminectomy. This analysis paves the way for future studies on the impact of preoperative treatment group heterogeneity, differences in surgical methods, and empirical design on reported clinical benefits. Although bayesian reanalysis of published randomized controlled trial data is susceptible to biases that typically limit post hoc analyses, the authors' method offers a simple and cost-effective approach to improve the understanding of published clinical trial results and their implications for future studies.
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Affiliation(s)
- Seth M Meade
- 1Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland
- 2Cleveland Clinic Center for Spine Health, Cleveland Clinic, Cleveland
| | - Prashant V Rajan
- 2Cleveland Clinic Center for Spine Health, Cleveland Clinic, Cleveland
| | - Nicholas M Rabah
- 2Cleveland Clinic Center for Spine Health, Cleveland Clinic, Cleveland
| | - Thomas Mroz
- 2Cleveland Clinic Center for Spine Health, Cleveland Clinic, Cleveland
| | | | - Edward Benzel
- 2Cleveland Clinic Center for Spine Health, Cleveland Clinic, Cleveland
| | - Amy S Nowacki
- 1Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland
- 3Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio
| | - Sebastian Salas-Vega
- 2Cleveland Clinic Center for Spine Health, Cleveland Clinic, Cleveland
- 4Department of Neurosurgery, Inova Health System, Falls Church, Virginia
- 5London School of Economics and Political Science, London, United Kingdom; and
| | - Ghaith Habboub
- 2Cleveland Clinic Center for Spine Health, Cleveland Clinic, Cleveland
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Narang J, Jatana S, Ponti AK, Musich R, Gallop J, Wei AH, Seck S, Johnson J, Kokoczka L, Nowacki AS, McBride JD, Mireles-Cabodevila E, Gordon S, Cooper K, Fernandez AP, McDonald C. Abnormal thrombosis and neutrophil activation increase hospital-acquired sacral pressure injuries and morbidity in COVID-19 patients. Front Immunol 2023; 14:1031336. [PMID: 37026002 PMCID: PMC10070761 DOI: 10.3389/fimmu.2023.1031336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 03/08/2023] [Indexed: 04/08/2023] Open
Abstract
Hospitalized patients have an increased risk of developing hospital-acquired sacral pressure injury (HASPI). However, it is unknown whether SARS-CoV-2 infection affects HASPI development. To explore the role of SARS-CoV-2 infection in HASPI development, we conducted a single institution, multi-hospital, retrospective study of all patients hospitalized for ≥5 days from March 1, 2020 to December 31, 2020. Patient demographics, hospitalization information, ulcer characteristics, and 30-day-related morbidity were collected for all patients with HASPIs, and intact skin was collected from HASPI borders in a patient subset. We determined the incidence, disease course, and short-term morbidity of HASPIs in COVID-19(+) patients, and characterized the skin histopathology and tissue gene signatures associated with HASPIs in COVID-19 disease. COVID-19(+) patients had a 63% increased HASPI incidence rate, HASPIs of more severe ulcer stage (OR 2.0, p<0.001), and HASPIs more likely to require debridement (OR 3.1, p=0.04) compared to COVID-19(-) patients. Furthermore, COVID-19(+) patients with HASPIs had 2.2x increased odds of a more severe hospitalization course compared to COVID-19(+) patients without HASPIs. HASPI skin histology from COVID-19(+) patients predominantly showed thrombotic vasculopathy, with the number of thrombosed vessels being significantly greater than HASPIs from COVID-19(-) patients. Transcriptional signatures of a COVID-19(+) sample subset were enriched for innate immune responses, thrombosis, and neutrophil activation genes. Overall, our results suggest that immunologic dysregulation secondary to SARS-CoV-2 infection, including neutrophil dysfunction and abnormal thrombosis, may play a pathogenic role in development of HASPIs in patients with severe COVID-19.
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Affiliation(s)
- Jatin Narang
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH, United States
| | - Samreen Jatana
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, United States
| | - András K. Ponti
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, United States
| | - Ryan Musich
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, United States
| | - Joshua Gallop
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH, United States
| | - Angela H. Wei
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH, United States
| | - Sokhna Seck
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH, United States
| | - Jessica Johnson
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH, United States
| | - Lynne Kokoczka
- Medical Intensive Care Unit, Cleveland Clinic, Cleveland, OH, United States
| | - Amy S. Nowacki
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH, United States
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH, United States
| | - Jeffrey D. McBride
- Department of Dermatology, The University of Oklahoma College of Medicine, Oklahoma City, OK, United States
| | | | - Steven Gordon
- Department of Infectious Disease, Cleveland Clinic, Cleveland, OH, United States
| | - Kevin Cooper
- Department of Dermatology, University Hospitals Cleveland Medical Center, Cleveland, OH, United States
| | - Anthony P. Fernandez
- Department of Dermatology, Dermatology and Plastic Surgery Institute, Cleveland Clinic, Cleveland, OH, United States
- Department of Anatomic Pathology, Pathology and Lab Medicine, Cleveland Clinic, Cleveland, OH, United States
| | - Christine McDonald
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH, United States
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, United States
- Department of Molecular Medicine, Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH, United States
- *Correspondence: Christine McDonald,
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21
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Abstract
Pain is a common complaint in the emergency department. An alternative to opioids is desirable. Oral medications are not feasible with gastrointestinal disorders or NPO. Intravenous medications require skill and time. Intravenous/intramuscular medications are painful with potential needlestick injury. Intranasal medications have rapid onset, easy administration, do not need skilled providers, and no risk of needlestick injury. A total of 28 adults with acute pain (numeric rating scale ≥ 4) received intranasal ketorolac. Numeric rating scale decreased in all: 32% complete pain relief, median (interquartile range) decrease -5 (-6.8 to -4) (p < .001). Pain relief onset was median [interquartile range] 5 (2.3, 15.0) min. Vital signs remained normal. There were no nasal mucosal changes, no complications. Minor side effects, mostly nasal burning, in 43%, resolved within 5 min. Patients and nurses were satisfied with intranasal ketorolac, and would use it again. Intranasal ketorolac had a rapid onset, was effective, safe, well tolerated with minor side effects that resolved quickly.
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Affiliation(s)
- Elizabeth Gaul
- Emergency Services Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Tracy Barbour
- Emergency Services Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Amy S Nowacki
- Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Medicine, Cleveland Clinic Lerner College of Medicine at Case Western Reserve University, Cleveland, OH, USA
| | - Sharon E Mace
- Department of Emergency Medicine, Cleveland Clinic Lerner College of Medicine at Case Western Reserve University, MetroHealth Medical Center/Cleveland Clinic Emergency Medicine Residency, Emergency Services Institute, Cleveland, OH, USA
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22
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Shrestha NK, Burke PC, Nowacki AS, Terpeluk P, Gordon SM. Necessity of Coronavirus Disease 2019 (COVID-19) Vaccination in Persons Who Have Already Had COVID-19. Clin Infect Dis 2022; 75:e662-e671. [PMID: 35028662 PMCID: PMC8807217 DOI: 10.1093/cid/ciac022] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND The aim was to evaluate the necessity of coronavirus disease 2019 (COVID-19) vaccination in persons with prior COVID-19. METHODS Employees of the Cleveland Clinic working in Ohio on 16 December 2020, the day COVID-19 vaccination was started, were included. Anyone who tested positive for COVID-19 at least once before the study start date was considered previously infected. One was considered vaccinated 14 days after receiving the second dose of COVID-19 mRNA vaccine. Cumulative incidences of COVID-19, symptomatic COVID-19, and hospitalizations for COVID-19 were examined over the next year. RESULTS Among 52 238 employees, 4718 (9%) were previously infected and 36 922 (71%) were vaccinated by the study's end. Cumulative incidence of COVID-19 was substantially higher throughout for those previously uninfected who remained unvaccinated than for all other groups, lower for the vaccinated than unvaccinated, and lower for those previously infected than those not. Incidence of COVID-19 increased dramatically in all groups after the Omicron variant emerged. In multivariable Cox proportional hazards regression, both prior COVID-19 and vaccination were independently associated with significantly lower risk of COVID-19. Among previously infected subjects, a lower risk of COVID-19 overall was not demonstrated, but vaccination was associated with a significantly lower risk of symptomatic COVID-19 in both pre-Omicron (HR, .60; 95% CI, .40-.90) and Omicron (HR, .36; 95% CI, .23-.57) phases. CONCLUSIONS Both previous infection and vaccination provide substantial protection against COVID-19. Vaccination of previously infected individuals does not provide additional protection against COVID-19 for several months, but after that provides significant protection at least against symptomatic COVID-19.
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Affiliation(s)
- Nabin K Shrestha
- Department of Infectious Diseases, Cleveland Clinic, Cleveland, Ohio
| | - Patrick C Burke
- Department of Infection Prevention, Cleveland Clinic, Cleveland, Ohio
| | - Amy S Nowacki
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio
| | - Paul Terpeluk
- Department of Occupational Health, Cleveland Clinic, Cleveland, Ohio
| | - Steven M Gordon
- Department of Infectious Diseases, Cleveland Clinic, Cleveland, Ohio
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23
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Bae E, Huang P, Müller-Greven G, Hambardzumyan D, Sloan AE, Nowacki AS, Marko N, Carlin CR, Gladson CL. Integrin α3β1 promotes vessel formation of glioblastoma-associated endothelial cells through calcium-mediated macropinocytosis and lysosomal exocytosis. Nat Commun 2022; 13:4268. [PMID: 35879332 PMCID: PMC9314429 DOI: 10.1038/s41467-022-31981-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Accepted: 07/12/2022] [Indexed: 12/13/2022] Open
Abstract
Therapeutic targeting of angiogenesis in glioblastoma has yielded mixed outcomes. Investigation of tumor-associated angiogenesis has focused on the factors that stimulate the sprouting, migration, and hyperproliferation of the endothelial cells. However, little is known regarding the processes underlying the formation of the tumor-associated vessels. To address this issue, we investigated vessel formation in CD31+ cells isolated from human glioblastoma tumors. The results indicate that overexpression of integrin α3β1 plays a central role in the promotion of tube formation in the tumor-associated endothelial cells in glioblastoma. Blocking α3β1 function reduced sprout and tube formation in the tumor-associated endothelial cells and vessel density in organotypic cultures of glioblastoma. The data further suggest a mechanistic model in which integrin α3β1-promoted calcium influx stimulates macropinocytosis and directed maturation of the macropinosomes in a manner that promotes lysosomal exocytosis during nascent lumen formation. Altogether, our data indicate that integrin α3β1 may be a therapeutic target on the glioblastoma vasculature.
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Affiliation(s)
- Eunnyung Bae
- grid.239578.20000 0001 0675 4725Department of Cancer Biology, Cleveland, Clinic, Cleveland, OH USA
| | - Ping Huang
- grid.239578.20000 0001 0675 4725Department of Cancer Biology, Cleveland, Clinic, Cleveland, OH USA
| | - Gaёlle Müller-Greven
- grid.239578.20000 0001 0675 4725Department of Cancer Biology, Cleveland, Clinic, Cleveland, OH USA
| | - Dolores Hambardzumyan
- grid.59734.3c0000 0001 0670 2351Departments of Oncological Sciences and Neurosurgery, Icahn School of Medicine, Mount Sinai, New York, NY USA
| | - Andrew Edward Sloan
- Department of Neurosurgery, Seidman Cancer Center, Cleveland, OH USA ,grid.67105.350000 0001 2164 3847University Hospital-Cleveland Medical Center and the Case Comprehensive Cancer Center, Case Western Reserve University, School of Medicine, Cleveland, OH USA
| | - Amy S. Nowacki
- grid.239578.20000 0001 0675 4725Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH USA
| | - Nicholas Marko
- Department of Neurosurgery, LewisGale Medical Center, Salem, VA USA
| | - Cathleen R. Carlin
- grid.67105.350000 0001 2164 3847University Hospital-Cleveland Medical Center and the Case Comprehensive Cancer Center, Case Western Reserve University, School of Medicine, Cleveland, OH USA ,grid.67105.350000 0001 2164 3847Department of Molecular Biology and Microbiology, Case Western Reserve University, School of Medicine, Cleveland, OH USA
| | - Candece L. Gladson
- grid.239578.20000 0001 0675 4725Department of Cancer Biology, Cleveland, Clinic, Cleveland, OH USA ,grid.67105.350000 0001 2164 3847University Hospital-Cleveland Medical Center and the Case Comprehensive Cancer Center, Case Western Reserve University, School of Medicine, Cleveland, OH USA ,grid.239578.20000 0001 0675 4725The Brain Tumor and Neuro-Oncology Center, Cleveland Clinic, Cleveland, OH USA
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24
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Benidir T, Lone Z, Zhang A, Nowacki AS, Munoz-Lopez C, Hegde P, Fung K, Fajnzylber J, Abouassaly R, Berglund R, Klein EA, Eltemamy M, Kaouk J, Weight CJ, Almassi N, Pascal-Haber G, Lee BH. Comparing Pathologic and Survival Outcomes Between Primary and Secondary Muscle Invasive Bladder Cancer when treated by Radical Cystectomy With or Without Neoadjuvant Chemotherapy. Urology 2022; 168:137-142. [PMID: 35772481 DOI: 10.1016/j.urology.2022.06.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Revised: 06/04/2022] [Accepted: 06/08/2022] [Indexed: 10/17/2022]
Abstract
OBJECTIVE To compare pathologic and survival outcomes between primary muscle invasive (pMIBC) and secondary muscle invasive (sMIBC) bladder cancer patients who were treated with or without cisplatin-based neoadjuvant chemotherapy (NAC) followed by radical cystectomy (RC). METHODS We reviewed cT2-T4/N0 MIBC patients at our institution between 2010-2019. pMIBC was defined as presenting with > cT2 disease on initial or restaging TURBT with no prior history of bladder cancer. sMIBC was defined as prior history of NMIBC that was treated with at least one induction course of BCG that progressed to MIBC. Outcomes analyzed included pathologic downstaging rates defined as <pT2/N0, pathologic complete response rates (pT0/N0), and survival outcomes (RFS, CSS, OS). Survival outcomes were analyzed using the Kaplan-Meier Method or Gray's test with log rank. Cox Proportional Hazards and semiparametric hazards models proposed by Fine and Gray were constructed to identify predictors of oncologic outcomes. RESULTS 333 patients were included in the analysis (sMIBC: 48 vs pMIBC: 285). There were no differences in pathologic downstaging (sMIBC: 54% vs. pMIBC: 51%, p=0.67) or pathologic complete response (sMIBC: 33% vs. pMIBC: 28, p=0.46). Survival analysis showed no differences when patients were treated with NAC+RC in oncologic outcomes. On regression analysis, only >pT2 and N+ disease were predictors of poorer CSS and OS. Separate analysis of sMIBC patients whom underwent RC only (N=61), demonstrated inferior oncologic outcomes to other cohorts (p<0.01). CONCLUSION There were no differences in pathologic response or survival between pMIBC and sMIBC patients when managed with NAC and RC.
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Affiliation(s)
- Tarik Benidir
- Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH
| | - Zaeem Lone
- Cleveland Clinic Lerner College of Medicine, Cleveland, OH
| | - Ao Zhang
- Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH
| | - Amy S Nowacki
- Cleveland Clinic Lerner Research Institute, Department of Quantitative Health Sciences, Cleveland, Ohio
| | | | - Pranay Hegde
- Cleveland Clinic Lerner College of Medicine, Cleveland, OH
| | - Kevin Fung
- Cleveland Clinic Lerner College of Medicine, Cleveland, OH
| | | | - Robert Abouassaly
- Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH
| | - Ryan Berglund
- Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH
| | - Eric A Klein
- Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH
| | - Mohammed Eltemamy
- Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH
| | - Jihad Kaouk
- Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH
| | | | - Nima Almassi
- Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH
| | | | - Byron H Lee
- Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH.
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25
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Shrestha NK, Shrestha P, Burke PC, Nowacki AS, Terpeluk P, Gordon SM. Coronavirus Disease 2019 Vaccine Boosting in Previously Infected or Vaccinated Individuals. Clin Infect Dis 2022; 75:2169-2177. [PMID: 35476018 PMCID: PMC9129118 DOI: 10.1093/cid/ciac327] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 04/14/2022] [Accepted: 04/21/2022] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND The purpose of this study was to determine whether boosting previously infected or vaccinated individuals with a vaccine developed for an earlier variant of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) protects against the Omicron variant. METHODS Employees of Cleveland Clinic, previously infected with or vaccinated against coronavirus disease 2019 (COVID-19) and working the day the Omicron variant was declared a variant of concern, were included. The cumulative incidence of COVID-19 was examined over 2 months during an Omicron variant surge. Protection provided by boosting was evaluated using Cox proportional hazards regression. Analyses were adjusted for time since proximate SARS-CoV-2 exposure. RESULTS Among 39 766 employees, 8037 (20%) previously infected and the remaining previously vaccinated, COVID-19 occurred in 6230 (16%) during the study. Risk of COVID-19 increased with time since proximate SARS-CoV-2 exposure, and boosting protected those >6 months since prior infection or vaccination. In multivariable analysis, boosting was independently associated with lower risk of COVID-19 among those vaccinated but not previously infected (hazard ratio [HR], .43; 95% confidence interval [CI], .41-.46) as well as those previously infected (HR, .66; 95% CI, .58-.76). Among those previously infected, receipt of 2 compared with 1 dose of vaccine was associated with higher risk of COVID-19 (HR, 1.54; 95% CI, 1.21-1.97). CONCLUSIONS Administering a COVID-19 vaccine not designed for the Omicron variant >6 months after prior infection or vaccination protects against Omicron variant infection. There is no advantage to administering more than 1 dose of vaccine to previously infected persons.
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Affiliation(s)
- Nabin K. Shrestha
- Department of Infectious Diseases, Cleveland Clinic, Cleveland, Ohio, USA,Correspondence: N. K. Shrestha, 9500 Euclid Avenue/G-21, Cleveland, OH 44195, USA ()
| | - Priyanka Shrestha
- Department of Computer Science, Stanford University, Palo Alto, California, USA
| | - Patrick C. Burke
- Department of Infection Prevention, Cleveland Clinic, Cleveland, Ohio, USA
| | - Amy S. Nowacki
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio, USA
| | - Paul Terpeluk
- Department of Occupational Health, Cleveland Clinic, Cleveland, Ohio, USA
| | - Steven M. Gordon
- Department of Infectious Diseases, Cleveland Clinic, Cleveland, Ohio, USA
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26
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Kaur N, Nowacki AS, Haut JS, Klaas P, Ferguson L, Lachhwani D, Bingaman W, Lineweaver TT, Busch RM. Cognitive outcomes following pediatric epilepsy surgery. Epilepsy Res 2022; 180:106859. [PMID: 35042117 DOI: 10.1016/j.eplepsyres.2022.106859] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Revised: 12/10/2021] [Accepted: 01/06/2022] [Indexed: 11/03/2022]
Abstract
OBJECTIVES To characterize outcomes following pediatric epilepsy surgery across a broad range of cognitive domains using empirical methods (i.e., reliable change indices: RCIs), compare these outcomes with those based on traditional methods (i.e., standard deviation: SD), and identify factors associated with postoperative cognitive declines and/or improvements. METHODS This retrospective cohort study included 186 children who underwent surgical resection for treatment of pharmacoresistant epilepsy and who completed pre- and postoperative neuropsychological assessments. Postoperative testing occurred approximately 6.5 months after surgery and included measures of intelligence, attention/working memory, processing speed, language, executive functioning, visuospatial skills, memory, and academic achievement. Change scores for each patient were classified as decline, no change, or improvement using epilepsy-specific RCIs. Chi-square goodness of fit tests were used to compare the distribution of outcomes as classified with RCIs to those obtained using a traditional one SD cutoff. Multinomial regression analyses were conducted to identify factors associated with cognitive decline and/or improvement. RESULTS While 18% of children demonstrated no postoperative declines or improvements in any cognitive domain, the majority demonstrated relatively focal changes (declines and/or improvements in 1-2 cognitive domains). Rates of postoperative decline and improvement across individual cognitive domains were variable and ranged from 4-35% and 2-31%, respectively. Compared to RCIs, SD methodology often overestimated postoperative improvements and varied with respect to declines. Factors associated with RCI decline or improvement included preoperative performance, age at surgery, surgery site, and postoperative seizures. SIGNIFICANCE Results suggest substantial variability in individual cognitive outcomes approximately 6.5 months following pediatric epilepsy surgery. The differences in change distributions obtained using epilepsy-specific RCIs versus SDs highlight the need for studies using empiric methodology to study postoperative cognitive change. Variables associated with postoperative cognitive change may be used to develop multivariable prediction models in future studies to aid clinical decision-making and patient counseling.
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Affiliation(s)
- Navkiranjot Kaur
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH, USA
| | - Amy S Nowacki
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH, USA; Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Jennifer S Haut
- Department of Psychiatry & Psychology, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA; Department of Pediatrics, Psychology Section, Texas Children's Hospital, Houston, TX, USA
| | - Patricia Klaas
- Department of Psychiatry & Psychology, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA; Department of Neurology, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Lisa Ferguson
- Epilepsy Center, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Deepak Lachhwani
- Epilepsy Center, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - William Bingaman
- Epilepsy Center, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | | | - Robyn M Busch
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH, USA; Department of Psychiatry & Psychology, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA; Department of Neurology, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA; Epilepsy Center, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA.
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27
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Christiano AV, London DA, Barbera JP, Frechette GM, Selverian SR, Nowacki AS. Statistical Assumptions in Orthopaedic Literature: Are Study Findings at Risk? Cureus 2021; 13:e18694. [PMID: 34786266 PMCID: PMC8581598 DOI: 10.7759/cureus.18694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/11/2021] [Indexed: 11/08/2022] Open
Abstract
Background As orthopaedic surgery becomes more evidence-based, the need for rigorous research has increased. This results in more complex studies that employ more sophisticated statistical analysis, often some form of regression. These statistical techniques require the data to meet certain assumptions for the findings to be considered valid. The purpose of this study is to determine the common regression techniques employed in the orthopaedic surgery literature, and demonstrate how often the assumptions of regression analyses are met and reported. Methods Studies published in the Journal of Bone & Joint Surgery (JBJS) in 2017 and 2018 were reviewed. Commentaries, editorials, and systematic reviews were excluded. The statistical analyses performed in each study were documented. When regression analyses were utilized, the article was reviewed for evidence that the necessary assumptions underlying the statistical methodology were assessed and met. Results From the 470 studies that were reviewed, the most common statistical test reported was the independent-samples t-test (n=215, 45.7%). Also, 201 studies (42.8%) implemented some form of regression analysis. The most common regression was a logistic regression (n= 106). None of the 201 studies using regression analysis reported meeting all of the necessary assumptions to appropriately use a regression test. Conclusion Many recent studies published in JBJS depended on regression analyses to reach their conclusions, but none fully reported the necessary assumptions of these tests. Orthopaedic surgery journals should be more transparent in reporting the methodology of statistical tests, and readers must beware of possible gaps in statistical methodology and critically evaluate the studies' findings.
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Affiliation(s)
| | - Daniel A London
- Department of Orthopaedic Surgery, Mount Sinai Health System, New York, USA
| | - Joseph P Barbera
- Department of Orthopaedic Surgery, Mount Sinai Health System, New York, USA
| | | | | | - Amy S Nowacki
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, USA
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28
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Momin AA, Soni P, Shao J, Nowacki AS, Suh JH, Murphy ES, Chao ST, Angelov L, Mohammadi AM, Barnett GH, Recinos PF, Kshettry VR. Adjuvant radiation versus observation with salvage radiation after gross-total resection of WHO grade II meningiomas: a propensity score-adjusted analysis. J Neurosurg 2021:1-8. [PMID: 34624866 DOI: 10.3171/2021.4.jns21559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Accepted: 04/28/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVE After gross-total resection (GTR) of a newly diagnosed WHO grade II meningioma, the decision to treat with radiation upfront or at initial recurrence remains controversial. A comparison of progression-free survival (PFS) between observation and adjuvant radiation fails to account for the potential success of salvage radiation, and a direct comparison of PFS between adjuvant and salvage radiation is hampered by strong selection bias against salvage radiation cohorts in which only more aggressive, recurrent tumors are included. To account for the limitations of traditional PFS measures, the authors evaluated radiation failure-free survival (RFFS) between two treatment strategies after GTR: adjuvant radiation versus observation with salvage radiation, if necessary. METHODS The authors performed a retrospective review of patients who underwent GTR of newly diagnosed WHO grade II meningiomas at their institution between 1996 and 2019. They assessed traditional PFS in patients who underwent adjuvant radiation, postoperative observation, and salvage radiation. For RFFS, treatment failure was defined as time from initial surgery to failure of first radiation. To assess the association between treatment strategy and RFFS while accounting for potential confounders, a multivariable Cox regression analysis adjusted for the propensity score (PS) and inverse probability of treatment weighted (IPTW) Cox regression analysis were performed. RESULTS A total of 160 patients underwent GTR and were included in this study. Of the 121 patients who underwent observation, 32 (26.4%) developed recurrence and required salvage radiation. PFS at 3, 5, and 10 years after observation was 75.1%, 65.6%, and 45.5%, respectively. PFS at 3 and 5 years after salvage radiation was 81.7% and 61.3%, respectively. Of 160 patients, 39 received adjuvant radiation, and 3- and 5-year PFS/RFFS rates were 86.1% and 59.2%, respectively. In patients who underwent observation with salvage radiation, if necessary, the 3-, 5-, and 10-year RFFS rates were 97.7%, 90.3%, and 87.9%, respectively. Both PS and IPTW Cox regression models demonstrated that patients who underwent observation with salvage radiation treatment, if necessary, had significantly longer RFFS (PS model: hazard ratio [HR] 0.21, p < 0.01; IPTW model: HR 0.21, p < 0.01). CONCLUSIONS In this retrospective, nonrandomized study, adjuvant radiation after GTR of a WHO II meningioma did not add significant benefit over a strategy of observation and salvage radiation at initial recurrence, if necessary, but results must be considered in the context of the limitations of the study design.
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Affiliation(s)
- Arbaz A Momin
- 1Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland.,2Department of Neurological Surgery, Neurological Institute, Cleveland Clinic, Cleveland
| | - Pranay Soni
- 2Department of Neurological Surgery, Neurological Institute, Cleveland Clinic, Cleveland.,3Rose Ella Burkhardt Brain Tumor & Neuro-Oncology Center, Cleveland Clinic, Cleveland
| | - Jianning Shao
- 1Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland.,2Department of Neurological Surgery, Neurological Institute, Cleveland Clinic, Cleveland
| | - Amy S Nowacki
- 1Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland.,4Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland; and
| | - John H Suh
- 1Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland.,3Rose Ella Burkhardt Brain Tumor & Neuro-Oncology Center, Cleveland Clinic, Cleveland.,5Department of Radiation Oncology, Cleveland Clinic, Cleveland, Ohio
| | - Erin S Murphy
- 1Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland.,3Rose Ella Burkhardt Brain Tumor & Neuro-Oncology Center, Cleveland Clinic, Cleveland.,5Department of Radiation Oncology, Cleveland Clinic, Cleveland, Ohio
| | - Samuel T Chao
- 1Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland.,3Rose Ella Burkhardt Brain Tumor & Neuro-Oncology Center, Cleveland Clinic, Cleveland.,5Department of Radiation Oncology, Cleveland Clinic, Cleveland, Ohio
| | - Lilyana Angelov
- 1Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland.,2Department of Neurological Surgery, Neurological Institute, Cleveland Clinic, Cleveland.,3Rose Ella Burkhardt Brain Tumor & Neuro-Oncology Center, Cleveland Clinic, Cleveland
| | - Alireza M Mohammadi
- 1Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland.,2Department of Neurological Surgery, Neurological Institute, Cleveland Clinic, Cleveland.,3Rose Ella Burkhardt Brain Tumor & Neuro-Oncology Center, Cleveland Clinic, Cleveland
| | - Gene H Barnett
- 1Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland.,2Department of Neurological Surgery, Neurological Institute, Cleveland Clinic, Cleveland.,3Rose Ella Burkhardt Brain Tumor & Neuro-Oncology Center, Cleveland Clinic, Cleveland
| | - Pablo F Recinos
- 1Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland.,2Department of Neurological Surgery, Neurological Institute, Cleveland Clinic, Cleveland.,3Rose Ella Burkhardt Brain Tumor & Neuro-Oncology Center, Cleveland Clinic, Cleveland
| | - Varun R Kshettry
- 1Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland.,2Department of Neurological Surgery, Neurological Institute, Cleveland Clinic, Cleveland.,3Rose Ella Burkhardt Brain Tumor & Neuro-Oncology Center, Cleveland Clinic, Cleveland
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Lauko A, Thapa B, Sharma M, Muhsen BA, Barnett A, Rauf Y, Borghei-Razavi H, Tatineni V, Patil P, Mohammadi A, Chao S, Murphy ES, Angelov L, Suh J, Barnett GH, Nowacki AS, Pennell N, Ahluwalia MS. Author Correction: Neutrophil to lymphocyte ratio influences impact of steroids on efficacy of immune checkpoint inhibitors in lung cancer brain metastases. Sci Rep 2021; 11:18212. [PMID: 34497288 PMCID: PMC8426399 DOI: 10.1038/s41598-021-96915-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Affiliation(s)
- Adam Lauko
- Cleveland Clinic Lerner College of Medicine At Case Western Reserve University, 9500 Euclid Ave, CA‑51, Cleveland, OH, 44195, USA
| | - Bicky Thapa
- Foedtert and Medical College of Wisconsin, Milwaukee, WI, USA
| | - Mayur Sharma
- Department of Neurological Surgery, University of Louisville, Louisville, KY, USA
| | - Baha'eddin A Muhsen
- Rosa Ella Burkhart Brain Tumor and Neuro‑Oncology Center, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Neurological Surgery, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Addison Barnett
- Rosa Ella Burkhart Brain Tumor and Neuro‑Oncology Center, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Yasmeen Rauf
- Rosa Ella Burkhart Brain Tumor and Neuro‑Oncology Center, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | | | | | - Pradnya Patil
- Department of Medical Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Alireza Mohammadi
- Cleveland Clinic Lerner College of Medicine At Case Western Reserve University, 9500 Euclid Ave, CA‑51, Cleveland, OH, 44195, USA.,Rosa Ella Burkhart Brain Tumor and Neuro‑Oncology Center, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Neurological Surgery, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Samuel Chao
- Rosa Ella Burkhart Brain Tumor and Neuro‑Oncology Center, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Radiation Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Erin S Murphy
- Rosa Ella Burkhart Brain Tumor and Neuro‑Oncology Center, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Radiation Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Lilyana Angelov
- Cleveland Clinic Lerner College of Medicine At Case Western Reserve University, 9500 Euclid Ave, CA‑51, Cleveland, OH, 44195, USA.,Rosa Ella Burkhart Brain Tumor and Neuro‑Oncology Center, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Neurological Surgery, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - John Suh
- Rosa Ella Burkhart Brain Tumor and Neuro‑Oncology Center, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Radiation Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Gene H Barnett
- Cleveland Clinic Lerner College of Medicine At Case Western Reserve University, 9500 Euclid Ave, CA‑51, Cleveland, OH, 44195, USA.,Rosa Ella Burkhart Brain Tumor and Neuro‑Oncology Center, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Neurological Surgery, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Amy S Nowacki
- Cleveland Clinic Lerner College of Medicine At Case Western Reserve University, 9500 Euclid Ave, CA‑51, Cleveland, OH, 44195, USA.,Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Nathan Pennell
- Department of Medical Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Manmeet S Ahluwalia
- Department of Medical Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, FL, USA.
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Mace SE, Ulintz A, Peterson B, Nowacki AS, Worley J, Zamborsky S. Fifteen Years' Experience With Safe and Effective Procedural Sedation in Infants and Children in a General Emergency Department. Pediatr Emerg Care 2021; 37:e500-e506. [PMID: 34463665 DOI: 10.1097/pec.0000000000002513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To evaluate procedural sedation (PS) in infants/children, performed by emergency physicians in a general (nonpediatric) emergency department (ED). METHODS Procedural sedation prospectively recorded on a standardized form over 15 years. Demographics, sedatives, and analgesia associations with adverse events were explored with logistic regressions. RESULTS Of 3274 consecutive PS, 1177 were pediatric: 2 months to 21 years, mean age (±SD) 8.7 ± 5.2 years, 63% boys, 717 White, 435 Black, 25 other. Eight hundred and seventy were American Society of Anesthesiology (ASA) 1, 256 ASA 2, 39 ASA 3, 11 ASA 4, 1 ASA 5. Procedural sedation indications are as follows: fracture reduction (n = 649), dislocation reduction (n = 114), suturing/wound care (n = 244), lumbar puncture (n = 49), incision and drainage (n = 37), foreign body removal (n = 28), other (n = 56). Sedatives were ketamine (n = 762), propofol ( = 354), benzodiazepines (n = 157), etomidate (n = 39), barbiturates (n = 39). There were 47.4% that received an intravenous opioid. Success rate was 100%. Side effects included nausea/vomiting, itching/rash, emergence reaction, myoclonus, paradoxical reaction, cough, hiccups. Complications were oxygen desaturation less than 90%, bradypnea respiratory rate less than 8, apnea, tachypnea, hypotension, hypertension, bradycardia, tachycardia. Normal range of vital signs was age-dependent. Seventy-four PS (6.3%) resulted in a side effect and 8 PS (3.2%) a complication. No one died, required hospital admission, intubation, or any invasive procedure. CONCLUSIONS Adverse events in infants/children undergoing PS in a general ED are low and comparable to a pediatric ED at a children's hospital. Pediatric PS can be done safely and effectively in a general ED by nonpediatric EM physicians for a wide array of procedures.
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Affiliation(s)
| | - Alexander Ulintz
- From the Department of Emergency Medicine, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University
| | | | | | - Jasmine Worley
- Ross University School of Medicine, Bridgetown, Barbados
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31
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Eversman A, Narang J, Zheng DX, Wei AH, Russell ER, Osei-Koomson W, Obi E, Morgan F, Kalra M, Nowacki AS, Carroll BT, Sharma TR. Factors associated with matching into research-focused dermatology residency programs. Arch Dermatol Res 2021; 314:991-994. [PMID: 34424403 DOI: 10.1007/s00403-021-02271-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 08/09/2021] [Accepted: 08/13/2021] [Indexed: 11/28/2022]
Abstract
Although dermatology is one of the most competitive specialties to match into, there is limited transparency in the residency match process. In this retrospective cohort study of 2234 allopathic medical graduates, we identify applicant characteristics associated with matching into research oriented dermatology programs. Many of the statistically significant variables in our study, including PhD/MD status, graduating from a Top-25 NIH funded medical school, increasing total number of pre-residency publications (PRPs), and increasing number of high-impact PRPs, correlate with future academic employment. Although literature shows an association between an increasing number of first author PRPs and future academic employment, we did not find number of first or last author PRPs to be predictive of matching into a research oriented residency program. A more comprehensive evaluation of an applicant's research output, considering both the final products of an applicant's research endeavors and an applicant's role in various projects, may better approximate an applicant's commitment to academics.
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Affiliation(s)
- Anna Eversman
- Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Jatin Narang
- Cleveland Clinic Lerner College of Medicine of Case Western University, Cleveland, OH, USA
| | - David X Zheng
- Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Angela H Wei
- Cleveland Clinic Lerner College of Medicine of Case Western University, Cleveland, OH, USA
| | - Emma R Russell
- Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Wilhemina Osei-Koomson
- Cleveland Clinic Lerner College of Medicine of Case Western University, Cleveland, OH, USA
| | - Elizabeth Obi
- Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Frederick Morgan
- Cleveland Clinic Lerner College of Medicine of Case Western University, Cleveland, OH, USA
| | - Mehak Kalra
- Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Amy S Nowacki
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH, USA
| | - Bryan T Carroll
- Case Western Reserve University School of Medicine, Cleveland, OH, USA.,Department of Dermatology, University Hospitals Cleveland Medical Center, 11100 Euclid Avenue, Cleveland, OH, 44106, USA
| | - Timmie R Sharma
- Case Western Reserve University School of Medicine, Cleveland, OH, USA. .,Department of Dermatology, University Hospitals Cleveland Medical Center, 11100 Euclid Avenue, Cleveland, OH, 44106, USA.
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32
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Narang J, Eversman A, Kalra M, Morgan F, Obi E, Russell ER, Wei AH, Zheng DX, Osei-Koomson W, Nowacki AS, Carroll BT, Sharma TR. Trends of Research Output of Allopathic Medical Students Matching Into Dermatology, 2007-2018. JAMA Dermatol 2021; 157:2781296. [PMID: 34132741 PMCID: PMC8209568 DOI: 10.1001/jamadermatol.2021.2000] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Accepted: 04/25/2021] [Indexed: 11/14/2022]
Abstract
IMPORTANCE According to the National Residency Matching Program's biennial Charting Outcomes in the Match (NRMP ChOM) reports, the mean number of research items of matched allopathic dermatology applicants has nearly tripled since 2007, rising from 5.7 to 14.7. Research items are self-reported by applicants and serve as an approximation of research output. Because the NRMP research items field is unverified and reported as an aggregate of several different research pursuits, it may not be an accurate representation of applicant research output. OBJECTIVE To determine if the rise in NRMP-reported data is associated with a rise in verifiable, indexed publications from matched allopathic dermatology applicants from 2007 to 2018. DESIGN, SETTING, AND PARTICIPANTS Cross-sectional study including a bibliometric analysis on accepted applicant research output among 2234 matched allopathic dermatology applicants, with a total of 6229 publications, in dermatology residency programs for the years 2007, 2009, 2011, 2014, 2016, and 2018. MAIN OUTCOME AND MEASURES The primary outcomes were the mean number of peer-reviewed indexed publications and mean number of NRMP ChOM research items. Secondary outcomes assessed the quality of indexed publications by analyzing article type and journal of publication. RESULTS From 2007 to 2018, the mean number of indexed publications per matched dermatology applicant increased from 1.6 to 4.7 (203% increase). Indexed publications consistently compose a minority of NRMP ChOM research items (28.8% across the 6 years of the study). Nonindexed research items increased at more than double the rate of indexed publications. Bibliometric analysis showed that all other types of publications are increasing at a rate of 6 to 9 times that of basic science publications, dermatology-related publications increased at 5 times the rate of non-dermatology publications, and publications in lower-impact factor dermatology journals increased at 4 times the rate of publications in higher-impact factor dermatology journals. CONCLUSIONS AND RELEVANCE This cross-sectional study provides data on the research output of matched dermatology applicants. Indexed publications compose a minority of NRMP research items. Medical student self-reports of research output may emphasize research quantity over quality.
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Affiliation(s)
- Jatin Narang
- Cleveland Clinic Lerner College of Medicine of Case Western University, Cleveland, Ohio
| | - Anna Eversman
- Case Western Reserve School of Medicine, Cleveland, Ohio
| | - Mehak Kalra
- Case Western Reserve School of Medicine, Cleveland, Ohio
| | - Frederick Morgan
- Cleveland Clinic Lerner College of Medicine of Case Western University, Cleveland, Ohio
| | - Elizabeth Obi
- Case Western Reserve School of Medicine, Cleveland, Ohio
| | | | - Angela H. Wei
- Cleveland Clinic Lerner College of Medicine of Case Western University, Cleveland, Ohio
| | - David X. Zheng
- Case Western Reserve School of Medicine, Cleveland, Ohio
| | | | - Amy S. Nowacki
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio
| | - Bryan T. Carroll
- Case Western Reserve School of Medicine, Cleveland, Ohio
- Department of Dermatology, University Hospitals Cleveland Medical Center, Cleveland, Ohio
| | - Timmie R. Sharma
- Case Western Reserve School of Medicine, Cleveland, Ohio
- Department of Dermatology, University Hospitals Cleveland Medical Center, Cleveland, Ohio
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33
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Kalra A, Kumar A, Nowacki AS, Shahadat A, Khan MS, Jabri A, Khan SU, Michos ED, Califf RM, Bhatt DL. Mapping and quantification of the twitter footprint of cardiologists. Eur Heart J Digit Health 2021; 2:374-378. [PMID: 36713597 PMCID: PMC9708001 DOI: 10.1093/ehjdh/ztab049] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Revised: 05/04/2021] [Accepted: 06/01/2021] [Indexed: 02/01/2023]
Abstract
Aims The increasing importance placed by medical journals for dissemination of published articles on social media, such as posting Altmetric scores, has further expedited the need for differentiating bona fide science from pseudo-science. The 'Kardashian index' (a.k.a., K-index) was suggested, which correlates the citations of a scientist with his/her Twitter followers. Methods and results From a list of top 100 cardiology hospitals in accordance with the most recent US News and World Report rankings, 1500 cardiologists were selected based on institutional physician profile pages complete with cardiologists' headshots. The K-index of cardiologists, and variables like all-time posts, and posts for the past 12 months (1 June 2019 to 31 May 2020) from cardiologists were documented and analysed. The K-index of cardiologists in our study was stratified into the following categories (upper boundary inclusive); K-index 0-1 (n = 104); K-index 1-2 (n = 30); K-index 2-3 (n = 24); K-index 3-4 (n = 14); K-index 4-5 (n = 5); and K-index >5 (n = 22). There was no statistically significant difference (P = 0.94) in the citation number across the K-index categories (no consistent pattern observed, median citations ranging from 237 to 610). However, cardiologists with higher K-index categories had a higher number of 12-month posts (median 14 vs. 392 for K-index categories 0-1 and >5, respectively; P-value <0.001). Conclusion Considering no evidence of a difference in the number of citations across K-index categories, the stigma associated with higher K-index needs to be reconsidered.
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Affiliation(s)
- Ankur Kalra
- Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, 224 West Exchange St, Suite 225, Akron, OH 44302, USA,Section of Cardiovascular Research, Heart, Vascular and Thoracic Department, Cleveland Clinic Akron General, Akron, OH, USA,Corresponding author. Tel: 330-344-7400,
| | - Ashish Kumar
- Section of Cardiovascular Research, Heart, Vascular and Thoracic Department, Cleveland Clinic Akron General, Akron, OH, USA,Department of Internal Medicine, Cleveland Clinic Akron General, Akron, OH, USA
| | - Amy S Nowacki
- Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Amna Shahadat
- Department of Internal Medicine, Dow University of Health Sciences, Karachi, Pakistan
| | - Muhammad Shahzeb Khan
- Department of Internal Medicine, John H Stroger Jr. Hospital of Cook County, Chicago, IL, USA
| | - Ahmad Jabri
- Section of Cardiovascular Research, Heart, Vascular and Thoracic Department, Cleveland Clinic Akron General, Akron, OH, USA
| | - Safi U Khan
- Department of Medicine, West Virginia University, Morgantown, WV, USA
| | - Erin D Michos
- Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Robert M Califf
- Clinical Policy and Strategy, Verily Life Sciences and Google Health, South San Francisco, CA, USA
| | - Deepak L Bhatt
- Brigham and Women’s Hospital Heart and Vascular Center, Harvard Medical School, Boston, MA, USA
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34
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Colbert CY, Brateanu A, Nowacki AS, Prelosky-Leeson A, French JC. An Examination of Resident Perspectives on Survey Participation and Methodology: Implications for Educational Practice and Research. J Grad Med Educ 2021; 13:390-403. [PMID: 34178265 PMCID: PMC8207917 DOI: 10.4300/jgme-d-20-01431.1] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 02/05/2021] [Accepted: 03/25/2021] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND In medical education, self-administered questionnaires are used to gather information for needs assessments, innovation projects, program evaluations, and research studies. Despite the importance of survey methodology, response rates have declined for years, especially for physicians. OBJECTIVE This study explored residents' experiences with survey participation and perceptions of survey design and implementation. METHODS In 2019, residents at a large Midwestern academic medical center were recruited via email to participate in mixed specialty focus groups (FGs). Narrative comments were recorded, transcribed, and then analyzed via conventional content analysis, utilizing cognitive sociology as a conceptual framework. Themes and subthemes were generated iteratively. RESULTS Postgraduate year 1-4 residents (n = 33) from internal medicine, surgery, and neurology participated in 7 FGs (3-7 participants/group) from April-May 2019. Eight themes were generated during content analysis: Negative emotions, professionalism, accuracy, impact, survey design/implementation, biases, survey fatigue, and anonymity. Residents questioned the accuracy of survey data, given the tendency for self-selection to drive survey participation. Residents wanted survey participation to be meaningful and reported non-participation for a variety of reasons, including doubts over impact. Satisficing and breakoffs were commonly reported. CONCLUSIONS Though residency program cultures differ across institutions, the findings from this study, including potential barriers to survey participation, should be relevant to anyone in graduate medical education using survey methodology for programmatic data collection, accreditation, and research purposes.
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Affiliation(s)
- Colleen Y. Colbert
- Colleen Y. Colbert, PhD, is Director, Office of Educator and Scholar Development, Education Institute, Cleveland Clinic, and Associate Professor of Medicine, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University (CWRU)
| | - Andrei Brateanu
- Andrei Brateanu, MD, is Associate Program Director, Internal Medicine Residency Program, Cleveland Clinic, and Associate Professor of Medicine, Cleveland Clinic Lerner College of Medicine of CWRU
| | - Amy S. Nowacki
- Amy S. Nowacki, PhD, is Associate Staff Biostatistician, Department of Quantitative Health Sciences in the Lerner Research Institute at Cleveland Clinic, and Associate Professor of Medicine, Cleveland Clinic Lerner College of Medicine of CWRU
| | - Allison Prelosky-Leeson
- Allison Prelosky-Leeson, MEd, is Program Manager, Office of Educator and Scholar Development, Education Institute, Cleveland Clinic
| | - Judith C. French
- Judith C. French, PhD, is Vice Chair and Surgical Educator, General Surgery Residency Program, Cleveland Clinic, and Assistant Professor of Medicine, Cleveland Clinic Lerner College of Medicine of CWRU
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35
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Doherty C, Nowacki AS, McAndrews MP, McDonald CR, Reyes A, Kim MS, Hamberger M, Najm I, Bingaman W, Jehi L, Busch RM. Response: Predicting mood decline following temporal lobe epilepsy surgery in adults. Epilepsia 2021; 62:1283-1284. [PMID: 33720405 PMCID: PMC8916087 DOI: 10.1111/epi.16874] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Accepted: 02/25/2021] [Indexed: 01/30/2023]
Affiliation(s)
- Christine Doherty
- Cleveland Clinic Lerner College of Medicine of Case Western
Reserve University, Cleveland, OH, USA
| | - Amy S. Nowacki
- Department of Quantitative Health Sciences, Lerner Research
Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Mary Pat McAndrews
- Department of Psychology, University of Toronto, Toronto,
ON, Canada
- Krembil Brain Institute, University Health Network Toronto,
Toronto, ON, Canada
| | | | - Anny Reyes
- Department of Psychiatry, University of California, San
Diego, CA, USA
| | - Michelle S. Kim
- Department of Neurology, University of Washington School of
Medicine, Seattle, WA, USA
| | - Marla Hamberger
- Department of Neurology, Columbia University, New York, NY,
USA
| | - Imad Najm
- Epilepsy Center, Neurological Institute, Cleveland Clinic,
Cleveland, OH, USA
- Department of Neurology, Neurological Institute, Cleveland
Clinic, Cleveland, OH, USA
| | - William Bingaman
- Epilepsy Center, Neurological Institute, Cleveland Clinic,
Cleveland, OH, USA
| | - Lara Jehi
- Epilepsy Center, Neurological Institute, Cleveland Clinic,
Cleveland, OH, USA
- Department of Neurology, Neurological Institute, Cleveland
Clinic, Cleveland, OH, USA
| | - Robyn M. Busch
- Epilepsy Center, Neurological Institute, Cleveland Clinic,
Cleveland, OH, USA
- Department of Neurology, Neurological Institute, Cleveland
Clinic, Cleveland, OH, USA
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36
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Lauko A, Thapa B, Sharma M, Muhsen B, Barnett A, Rauf Y, Borghei-Razavi H, Tatineni V, Patil P, Mohammadi A, Chao S, Murphy ES, Angelov L, Suh J, Barnett GH, Nowacki AS, Pennell N, Ahluwalia MS. Neutrophil to lymphocyte ratio influences impact of steroids on efficacy of immune checkpoint inhibitors in lung cancer brain metastases. Sci Rep 2021; 11:7490. [PMID: 33820922 PMCID: PMC8021556 DOI: 10.1038/s41598-021-85328-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Accepted: 01/06/2021] [Indexed: 11/12/2022] Open
Abstract
Steroids are often utilized to manage patients with non-small cell lung cancer brain metastases (NSCLCBM). Steroids and elevated neutrophil-to-lymphocyte ratio (NLR) have been associated with decreased overall survival (OS) in patients treated with immune checkpoint inhibitors (ICI). We retrospectively investigated patients treated with ICI after the diagnosis of NSCLCBM at a single tertiary care institution examing the impact of steroids and NLR. Overall survival (OS) and intracranial progression-free survival (PFS) were analyzed. 171 patients treated with ICI for NSCLCBM were included. Thirty-six received steroids within 30 days of the start of ICI, and 53 patients had an NLR ≥ 5 before the start of ICI. Upfront steroids was associated with decreased OS on multivariable analysis (median OS 10.5 vs. 17.9 months, p = .03) and intracranial PFS (5.0 vs. 8.7 months, p = .045). NLR ≥ 5 was indicative of worse OS (10.5 vs. 18.4 months, p = .04) but not intracranial PFS (7.2 vs. 7.7 months, p = .61). When NLR and upfront steroids are modeled together, there is a strong interaction (p = .0008) indicating that the impact of steroids depended on the patient’s NLR. In a subgroup analysis, only in patients with NLR < 4 was there a significant difference in OS with upfront steroids (26.1 vs. 15.6 months, p = .032). The impact of steroids on the efficacy of ICI in patients with NSCLCBM is dependent on the patient's NLR underscoring its importance in these patients. Patients with a low NLR, steroid use decreases the efficacy of ICI. These results can inform clinicians about the impact of steroids in patients treated with ICI.
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Affiliation(s)
- Adam Lauko
- Cleveland Clinic Lerner College of Medicine At Case Western Reserve University, 9500 Euclid Ave, CA-51, Cleveland, OH, 44195, USA
| | - Bicky Thapa
- Foedtert and Medical College of Wisconsin, Milwaukee, WI, USA
| | - Mayur Sharma
- Department of Neurological Surgery, University of Louisville, Louisville, KY, USA
| | - Baha'eddin Muhsen
- Rosa Ella Burkhart Brain Tumor and Neuro-Oncology Center, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Neurological Surgery, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Addison Barnett
- Rosa Ella Burkhart Brain Tumor and Neuro-Oncology Center, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Yasmeen Rauf
- Rosa Ella Burkhart Brain Tumor and Neuro-Oncology Center, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | | | | | - Pradnya Patil
- Department of Medical Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Alireza Mohammadi
- Cleveland Clinic Lerner College of Medicine At Case Western Reserve University, 9500 Euclid Ave, CA-51, Cleveland, OH, 44195, USA.,Rosa Ella Burkhart Brain Tumor and Neuro-Oncology Center, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Neurological Surgery, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Samuel Chao
- Rosa Ella Burkhart Brain Tumor and Neuro-Oncology Center, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Radiation Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Erin S Murphy
- Rosa Ella Burkhart Brain Tumor and Neuro-Oncology Center, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Radiation Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Lilyana Angelov
- Cleveland Clinic Lerner College of Medicine At Case Western Reserve University, 9500 Euclid Ave, CA-51, Cleveland, OH, 44195, USA.,Rosa Ella Burkhart Brain Tumor and Neuro-Oncology Center, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Neurological Surgery, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - John Suh
- Rosa Ella Burkhart Brain Tumor and Neuro-Oncology Center, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Radiation Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Gene H Barnett
- Cleveland Clinic Lerner College of Medicine At Case Western Reserve University, 9500 Euclid Ave, CA-51, Cleveland, OH, 44195, USA.,Rosa Ella Burkhart Brain Tumor and Neuro-Oncology Center, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Neurological Surgery, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Amy S Nowacki
- Cleveland Clinic Lerner College of Medicine At Case Western Reserve University, 9500 Euclid Ave, CA-51, Cleveland, OH, 44195, USA.,Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Nathan Pennell
- Department of Medical Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Manmeet S Ahluwalia
- Department of Medical Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, FL, USA.
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Lubelski D, Feghali J, Nowacki AS, Alentado VJ, Planchard R, Abdullah KG, Sciubba DM, Steinmetz MP, Benzel EC, Mroz TE. Patient-specific prediction model for clinical and quality-of-life outcomes after lumbar spine surgery. J Neurosurg Spine 2021; 34:580-588. [PMID: 33528964 DOI: 10.3171/2020.8.spine20577] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Accepted: 08/11/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Patient demographics, comorbidities, and baseline quality of life (QOL) are major contributors to postoperative outcomes. The frequency and cost of lumbar spine surgery has been increasing, with controversy revolving around optimal management strategies and outcome predictors. The goal of this study was to generate predictive nomograms and a clinical calculator for postoperative clinical and QOL outcomes following lumbar spine surgery for degenerative disease. METHODS Patients undergoing lumbar spine surgery for degenerative disease at a single tertiary care institution between June 2009 and December 2012 were retrospectively reviewed. Nomograms and an online calculator were modeled based on patient demographics, comorbidities, presenting symptoms and duration of symptoms, indication for surgery, type and levels of surgery, and baseline preoperative QOL scores. Outcomes included postoperative emergency department (ED) visit or readmission within 30 days, reoperation within 90 days, and 1-year changes in the EuroQOL-5D (EQ-5D) score. Bootstrapping was used for internal validation. RESULTS A total of 2996 lumbar surgeries were identified. Thirty-day ED visits were seen in 7%, 30-day readmission in 12%, 90-day reoperation in 3%, and improvement in EQ-5D at 1 year that exceeded the minimum clinically important difference in 56%. Concordance indices for the models predicting ED visits, readmission, reoperation, and dichotomous 1-year improvement in EQ-5D were 0.63, 0.66, 0.73, and 0.84, respectively. Important predictors of clinical outcomes included age, body mass index, Charlson Comorbidity Index, indication for surgery, preoperative duration of symptoms, and the type (and number of levels) of surgery. A web-based calculator was created, which can be accessed here: https://riskcalc.org/PatientsEligibleForLumbarSpineSurgery/. CONCLUSIONS The prediction tools derived from this study constitute important adjuncts to clinical decision-making that can offer patients undergoing lumbar spine surgery realistic and personalized expectations of postoperative outcome. They may also aid physicians in surgical planning, referrals, and counseling to ultimately lead to improved patient experience and outcomes.
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Affiliation(s)
- Daniel Lubelski
- 1Department of Neurosurgery, Johns Hopkins Hospital, Baltimore, Maryland
| | - James Feghali
- 1Department of Neurosurgery, Johns Hopkins Hospital, Baltimore, Maryland
| | - Amy S Nowacki
- 2Cleveland Clinic Lerner College of Medicine, Cleveland.,3Department of Quantitative Health Science, Cleveland Clinic, Cleveland, Ohio
| | - Vincent J Alentado
- 4Department of Neurosurgery, Indiana University School of Medicine, Indianapolis, Indiana
| | - Ryan Planchard
- 1Department of Neurosurgery, Johns Hopkins Hospital, Baltimore, Maryland
| | - Kalil G Abdullah
- 5Department of Neurological Surgery, University of Texas Southwestern Medical Center, Dallas, Texas; and
| | - Daniel M Sciubba
- 1Department of Neurosurgery, Johns Hopkins Hospital, Baltimore, Maryland
| | - Michael P Steinmetz
- 2Cleveland Clinic Lerner College of Medicine, Cleveland.,6Department of Neurosurgery and the Cleveland Clinic Center for Spine Health, Cleveland Clinic, Cleveland, Ohio
| | - Edward C Benzel
- 2Cleveland Clinic Lerner College of Medicine, Cleveland.,6Department of Neurosurgery and the Cleveland Clinic Center for Spine Health, Cleveland Clinic, Cleveland, Ohio
| | - Thomas E Mroz
- 2Cleveland Clinic Lerner College of Medicine, Cleveland.,6Department of Neurosurgery and the Cleveland Clinic Center for Spine Health, Cleveland Clinic, Cleveland, Ohio
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Doherty C, Nowacki AS, Pat McAndrews M, McDonald CR, Reyes A, Kim MS, Hamberger M, Najm I, Bingaman W, Jehi L, Busch RM. Predicting mood decline following temporal lobe epilepsy surgery in adults. Epilepsia 2021; 62:450-459. [PMID: 33464568 DOI: 10.1111/epi.16800] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 12/05/2020] [Accepted: 12/07/2020] [Indexed: 11/30/2022]
Abstract
OBJECTIVE To develop a model to predict the probability of mood decline in adults following temporal lobe resection for the treatment of pharmacoresistant epilepsy. METHODS Variable selection was performed on 492 patients from the Cleveland Clinic using best subsets regression. After completing variable selection, a subset of variables was requested from four epilepsy surgery centers across North America (n = 100). All data were combined to develop a final model to predict postoperative mood decline (N = 592). Internal validation with bootstrap resampling was performed. A clinically significant increase in depressive symptoms was defined as a 15% increase in Beck Depression Inventory-Second Edition score and a postoperative raw score > 11. RESULTS Fourteen percent of patients in the Cleveland Clinic cohort and 22% of patients in the external cohort experienced clinically significant increases in depressive symptoms following surgery. The final prediction model included six predictor variables: psychiatric history, resection side, relationship status, verbal fluency score, age at preoperative testing, and presence/absence of malformation of cortical development on magnetic resonance imaging. The model had an optimism-adjusted c-statistic of .70 and good calibration, with slight probability overestimation in higher risk patients. SIGNIFICANCE Clinicians can utilize our nomogram via a paper tool or online calculator to estimate the risk of postoperative mood decline for individual patients prior to temporal lobe epilepsy surgery.
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Affiliation(s)
- Christine Doherty
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH, USA
| | - Amy S Nowacki
- Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Mary Pat McAndrews
- Department of Psychology, University of Toronto, Toronto, ON, Canada.,Krembil Brain Institute, University Health Network, Toronto, ON, Canada
| | - Carrie R McDonald
- Department of Psychiatry, University of California, San Diego, San Diego, CA, USA
| | - Anny Reyes
- Department of Psychiatry, University of California, San Diego, San Diego, CA, USA
| | - Michelle S Kim
- Department of Neurology, University of Washington School of Medicine, Seattle, WA, USA
| | - Marla Hamberger
- Department of Neurology, Columbia University, New York, New York, USA
| | - Imad Najm
- Epilepsy Center, Neurological Institute, Cleveland Clinic, Cleveland, Ohio, USA.,Department of Neurology, Neurological Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - William Bingaman
- Epilepsy Center, Neurological Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Lara Jehi
- Epilepsy Center, Neurological Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Robyn M Busch
- Epilepsy Center, Neurological Institute, Cleveland Clinic, Cleveland, Ohio, USA.,Department of Neurology, Neurological Institute, Cleveland Clinic, Cleveland, Ohio, USA
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Shrestha NK, Marco Canosa F, Nowacki AS, Procop GW, Vogel S, Fraser TG, Erzurum SC, Terpeluk P, Gordon SM. Distribution of Transmission Potential During Nonsevere COVID-19 Illness. Clin Infect Dis 2021; 71:2927-2932. [PMID: 32594116 PMCID: PMC7337652 DOI: 10.1093/cid/ciaa886] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Accepted: 06/23/2020] [Indexed: 12/20/2022] Open
Abstract
Background Patients recovering from coronavirus disease 2019 (COVID-19) often continue to test positive for the causative virus by polymerase chain reaction (PCR) even after clinical recovery, thereby complicating return-to-work plans. The purpose of this study was to evaluate transmission potential of COVID-19 by examining viral load with respect to time. Methods Health care personnel (HCP) at Cleveland Clinic diagnosed with COVID-19, who recovered without needing hospitalization, were identified. Threshold cycles (Ct) for positive PCR tests were obtained and viral loads calculated. The association of viral load with days since symptom onset was examined in a multivariable regression model, which was reduced by stepwise backward selection to only keep variables significant at a level of .05. Viral loads by day since symptom onset were predicted using the model and transmission potential evaluated by examination of a viral load-time curve. Results Over 6 weeks, 230 HCP had 528 tests performed. Viral loads declined by orders of magnitude within a few days of symptom onset. The only variable significantly associated with viral load was time since onset of symptoms. Of the area under the curve (AUC) spanning symptom onset to 30 days, 96.9% lay within the first 7 days, and 99.7% within 10 days. Findings were very similar when validated using split-sample and 10-fold cross-validation. Conclusions Among patients with nonsevere COVID-19, viral loads in upper respiratory specimens peak by 2 or 3 days from symptom onset and decrease rapidly thereafter. The vast majority of the viral load-time AUC lies within 10 days of symptom onset.
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Affiliation(s)
- Nabin K Shrestha
- Department of Infectious Diseases, Cleveland Clinic, Cleveland, Ohio, USA
| | | | - Amy S Nowacki
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio, USA
| | - Gary W Procop
- Department of Pathology and Laboratory Medicine, Cleveland Clinic, Cleveland, Ohio, USA
| | - Sherilynn Vogel
- Department of Pathology and Laboratory Medicine, Cleveland Clinic, Cleveland, Ohio, USA
| | - Thomas G Fraser
- Department of Infectious Diseases, Cleveland Clinic, Cleveland, Ohio, USA
| | - Serpil C Erzurum
- Department of Pulmonary Medicine, Cleveland Clinic, Cleveland, Ohio, USA
| | - Paul Terpeluk
- Department of Occupational Health, Cleveland Clinic, Cleveland, Ohio, USA
| | - Steven M Gordon
- Department of Infectious Diseases, Cleveland Clinic, Cleveland, Ohio, USA
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Knettle M, Nowacki AS, Hrehocik M, Stoller JK. Matching Allied Health Student Need with Supply: Description of a New Index. J Allied Health 2021; 50:e23-e29. [PMID: 33646257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Accepted: 09/02/2020] [Indexed: 06/12/2023]
Abstract
Hospitals often depend on rotating students to fulfill their educational missions, meet clinical needs, and develop a pipeline for workforce needs. Strategies to match clinical rotations offered with the hospital's hiring needs are often haphazard or even overlooked. This report proposes a new index--the HOT Index (for "Hired, Open, Trained")--to help match training with hiring of allied health students in academic medical centers. The index values generated range from 0 to 1, depending on the degree of alignment among the three variables considered. To evaluate performance of the index, data were compiled for health sciences clinical education rotations offered in three professions in the years 2017 to 2019 and for three more professions in 2019 alone. The index was assessed by application in scenarios with varying degree of mismatch among the variables of training provided, open positions, and students hired. Analysis of several professions over time confirmed the responsiveness of the HOT Index to fluctuating conditions. Based on preliminary analysis of its performance, the HOT Index appears to be responsive to matching of training and hiring in allied health programs, thereby enhancing sustainability and efficiency of allied health clinical training programs in academic medical centers.
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Affiliation(s)
- Mari Knettle
- Education Institute, Cleveland Clinic, 9500 Euclid Ave. NA-24, Cleveland, OH 44195, USA. Tel 216 445 8802.
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Lee MMY, Docherty KF, Sattar N, Mehta N, Kalra A, Nowacki AS, Solomon SD, Vaduganathan M, Petrie MC, Jhund PS, McMurray JJV. Renin-angiotensin system blockers, risk of SARS-CoV-2 infection and outcomes fromCoViD-19: systematic review and meta-analysis. Eur Heart J Cardiovasc Pharmacother 2020; 8:165-178. [PMID: 33337478 PMCID: PMC7799280 DOI: 10.1093/ehjcvp/pvaa138] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 10/23/2020] [Accepted: 11/26/2020] [Indexed: 12/20/2022]
Abstract
Aims This meta-analysis provides summary odds ratio (OR) estimates for associations between treatment with (vs. without) renin–angiotensin system blockers and risk of severe acute respiratory syndrome-coronavirus-2 (SARS-CoV-2) infection and coronavirus disease 2019 (CoViD-19) severity (including case-fatality) in patients with hypertension, and in all patients (irrespective of hypertension). Methods and results PubMed, EMBASE, Web of Science, Google Scholar, medRxiv, and SSRN were searched (2 May 2020 to 12 August 2020) for non-randomized observational CoViD-19 studies. Event/patient numbers were extracted, comparing angiotensin-converting enzyme (ACE) inhibitor/angiotensin-receptor blocker (ARB) treatment (and each separately), to treatment with neither drug, for the outcomes: (i) likelihood of SARS-CoV-2 infection; (ii) CoViD-19 severity [including hospitalization, intensive therapy unit (ITU), ventilation]; (iii) case-fatality. The risk of bias was assessed (ROBINS-I). Random-effects meta-analysis estimates were pooled. Eighty-six studies including 459 755 patients (103 317 with hypertension), were analysed. In patients with hypertension, ACE inhibitor or ARB treatment was not associated with a greater likelihood of SARS-CoV-2 infection in 60 141 patients (OR 1.06, 95% CI 0.99–1.14), hospitalization in 5925 patients (OR 0.90, 0.62–1.31), ITU in 7218 patients (OR 1.06, 0.73–1.56), ventilation (or ITU/ventilation/death) in 13 163 patients (OR 0.91, 0.72–1.15) or case-fatality in 18 735 patients with 2893 deaths (OR 0.75, 0.61–0.92). Conclusion Angiotensin-converting enzyme inhibitors and ARBs appear safe in the context of SARS-CoV-2 infection and should not be discontinued. PROSPERO registration number CRD42020186996.
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Affiliation(s)
- Matthew M Y Lee
- British Heart Foundation Cardiovascular Research Centre, University of Glasgow
| | - Kieran F Docherty
- British Heart Foundation Cardiovascular Research Centre, University of Glasgow
| | - Naveed Sattar
- British Heart Foundation Cardiovascular Research Centre, University of Glasgow
| | - Neil Mehta
- Department of Medicine, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland Clinic, Cleveland, Ohio
| | - Ankur Kalra
- Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio.,Section of Cardiovascular Research, Heart, Vascular and Thoracic Department, Cleveland Clinic Akron General, Akron, Ohio
| | - Amy S Nowacki
- Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
| | - Scott D Solomon
- Cardiovascular Division, Brigham and Women's Hospital, and Harvard Medical School
| | - Muthiah Vaduganathan
- Cardiovascular Division, Brigham and Women's Hospital, and Harvard Medical School
| | - Mark C Petrie
- British Heart Foundation Cardiovascular Research Centre, University of Glasgow
| | - Pardeep S Jhund
- British Heart Foundation Cardiovascular Research Centre, University of Glasgow
| | - John J V McMurray
- British Heart Foundation Cardiovascular Research Centre, University of Glasgow
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Kaur N, Singletary A, Engineer R, Nowacki AS, Fertel BS, Smalley CM. The relationship between two laboratory assays: High sensitivity troponin T and N-terminal pro-brain natriuretic peptide. Am J Emerg Med 2020; 38:2750-2751. [DOI: 10.1016/j.ajem.2020.04.074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 04/25/2020] [Indexed: 11/25/2022] Open
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43
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Said SA, Okamoto T, Nowacki AS, Niikawa H, Ayyat KS, Sakanoue I, Yun JJ, McCurry KR. The Effect of Blood Transfusion in Lung Donors on Recipient Survival. Ann Thorac Surg 2020; 112:1109-1117. [PMID: 33232728 DOI: 10.1016/j.athoracsur.2020.10.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 09/21/2020] [Accepted: 10/20/2020] [Indexed: 11/26/2022]
Abstract
BACKGROUND Blood transfusion can have detrimental effects on the pulmonary system, leading to lung injury and respiratory decompensation with subsequent increased morbidity and mortality in surgical and critically ill patients. How much of this effect is carried from a lung donor to transplant recipient is not fully understood, raising questions regarding transplant suitability of lungs from transfused donors. METHODS United Network for Organ Sharing data were reviewed. Lung transplants from adult donors and known donor transfusion status were included; multiorgan transplants and retransplants were excluded. Recipient mortality was evaluated based on donor and recipient characteristics using a Kaplan-Meier survival estimate, Cox proportional hazards, and logistic regression models. We further assessed whether recipient mortality risk modified the donor transfusion effect. RESULTS From March 1996 to June 2017, 20,294 transplants were identified. Outcome analysis based on transfusion status showed nonsignificant difference in 1-year mortality (P = .214). Ninety-day recipient mortality was significantly higher with transfusion of >10 units (U) vs 1-10 U or no transfusion (8.5%, 6.1%, and 6.0%, respectively, P = .005). Multivariable analysis showed increased 90-day mortality with transfusion of >10 U compared to no transfusion (odds ratio 1.62, P < .001), whereas 1-10 U showed no difference (odds ratio 1.07, P = .390). When stratified by recipient transplant risk, transfusion of >10 U was associated with increased mortality even with the lowest-risk recipients, while transfusion of 1-10 U showed no mortality increase even in the highest-risk recipients. CONCLUSIONS Donor transfusion of >10 U of blood was associated with increased 90-day recipient mortality even in low-risk transplants. This risk should be considered when evaluating donor lungs.
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Affiliation(s)
- Sayf A Said
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
| | - Toshihiro Okamoto
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio; Department of Thoracic and Cardiovascular Surgery, Cleveland Clinic, Cleveland, Ohio; Transplant Center, Cleveland Clinic, Cleveland, Ohio
| | - Amy S Nowacki
- Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
| | - Hiromichi Niikawa
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
| | - Kamal S Ayyat
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio; Department of Thoracic and Cardiovascular Surgery, Cleveland Clinic, Cleveland, Ohio
| | - Ichiro Sakanoue
- Department of Thoracic and Cardiovascular Surgery, Cleveland Clinic, Cleveland, Ohio
| | - James J Yun
- Department of Thoracic and Cardiovascular Surgery, Cleveland Clinic, Cleveland, Ohio
| | - Kenneth R McCurry
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio; Department of Thoracic and Cardiovascular Surgery, Cleveland Clinic, Cleveland, Ohio; Transplant Center, Cleveland Clinic, Cleveland, Ohio.
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Misra-Hebert AD, Jehi L, Ji X, Nowacki AS, Gordon S, Terpeluk P, Chung MK, Mehra R, Dell KM, Pennell N, Hamilton A, Milinovich A, Kattan MW, Young JB. Impact of the COVID-19 Pandemic on Healthcare Workers' Risk of Infection and Outcomes in a Large, Integrated Health System. J Gen Intern Med 2020; 35:3293-3301. [PMID: 32875500 PMCID: PMC7462108 DOI: 10.1007/s11606-020-06171-9] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2020] [Accepted: 08/17/2020] [Indexed: 01/10/2023]
Abstract
BACKGROUND Understanding the impact of the COVID-19 pandemic on healthcare workers (HCW) is crucial. OBJECTIVE Utilizing a health system COVID-19 research registry, we assessed HCW risk for COVID-19 infection, hospitalization, and intensive care unit (ICU) admission. DESIGN Retrospective cohort study with overlap propensity score weighting. PARTICIPANTS Individuals tested for SARS-CoV-2 infection in a large academic healthcare system (N = 72,909) from March 8-June 9, 2020, stratified by HCW and patient-facing status. MAIN MEASURES SARS-CoV-2 test result, hospitalization, and ICU admission for COVID-19 infection. KEY RESULTS Of 72,909 individuals tested, 9.0% (551) of 6145 HCW tested positive for SARS-CoV-2 compared to 6.5% (4353) of 66,764 non-HCW. The HCW were younger than the non-HCW (median age 39.7 vs. 57.5, p < 0.001) with more females (proportion of males 21.5 vs. 44.9%, p < 0.001), higher reporting of COVID-19 exposure (72 vs. 17%, p < 0.001), and fewer comorbidities. However, the overlap propensity score weighted proportions were 8.9 vs. 7.7 for HCW vs. non-HCW having a positive test with weighted odds ratio (OR) 1.17, 95% confidence interval (CI) 0.99-1.38. Among those testing positive, weighted proportions for hospitalization were 7.4 vs. 15.9 for HCW vs. non-HCW with OR of 0.42 (CI 0.26-0.66) and for ICU admission: 2.2 vs. 4.5 for HCW vs. non-HCW with OR of 0.48 (CI 0.20-1.04). Those HCW identified as patient facing compared to not had increased odds of a positive SARS-CoV-2 test (OR 1.60, CI 1.08-2.39, proportions 8.6 vs. 5.5), but no statistically significant increase in hospitalization (OR 0.88, CI 0.20-3.66, proportions 10.2 vs. 11.4) and ICU admission (OR 0.34, CI 0.01-3.97, proportions 1.8 vs. 5.2). CONCLUSIONS In a large healthcare system, HCW had similar odds for testing SARS-CoV-2 positive, but lower odds of hospitalization compared to non-HCW. Patient-facing HCW had higher odds of a positive test. These results are key to understanding HCW risk mitigation during the COVID-19 pandemic.
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Affiliation(s)
- Anita D Misra-Hebert
- Department of Internal Medicine, Cleveland Clinic, Cleveland, OH, USA.
- Healthcare Delivery and Implementation Science Center, Cleveland Clinic, Cleveland, OH, USA.
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH, USA.
| | - Lara Jehi
- Department of Neurology, Cleveland Clinic, Cleveland, OH, USA
- Information Technology Division Administration, Cleveland Clinic, Cleveland, OH, USA
| | - Xinge Ji
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH, USA
| | - Amy S Nowacki
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH, USA
| | - Steven Gordon
- Department of Infectious Disease, Cleveland Clinic, Cleveland, OH, USA
| | - Paul Terpeluk
- Department of Occupational Health, Cleveland Clinic, Cleveland, OH, USA
| | - Mina K Chung
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, OH, USA
| | - Reena Mehra
- Sleep Disorders Center, Cleveland Clinic, Cleveland, OH, USA
| | - Katherine M Dell
- Center for Pediatric Nephrology, Cleveland Clinic Children's Hospital, Cleveland, OH, USA
| | - Nathan Pennell
- Department of Hematology and Oncology, Cleveland Clinic, Cleveland, OH, USA
| | - Aaron Hamilton
- Department of Hospital Medicine, Cleveland Clinic, Cleveland, OH, USA
| | - Alex Milinovich
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH, USA
| | - Michael W Kattan
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH, USA
| | - James B Young
- Healthcare Delivery and Implementation Science Center, Cleveland Clinic, Cleveland, OH, USA
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, OH, USA
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Ramos MS, Xu LT, Singuri S, Castillo Tafur JC, Arepalli S, Ehlers JP, Kaiser PK, Singh RP, Rachitskaya AV, Srivastava SK, Sears JE, Schachat AP, Babiuch AS, Sharma S, Martin DF, Lowder CY, Singh AD, Yuan A, Nowacki AS. Patient-Reported Complications after Intravitreal Injection and Their Predictive Factors. Ophthalmol Retina 2020; 5:625-632. [PMID: 33059077 PMCID: PMC7548755 DOI: 10.1016/j.oret.2020.09.024] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Revised: 09/17/2020] [Accepted: 09/29/2020] [Indexed: 12/27/2022]
Abstract
Purpose The intravitreal injection (IVI) of pharmacologic agents is the most commonly performed ocular procedure and is associated with a host of complications. Most IVI-related complications data are derived from randomized controlled clinical trials, which report a high adverse event rate. The nature of these protocol-driven trials limit their applicability to the diverse circumstances seen in routine clinical practice. The goal of this study was to determine the prevalence of patient-reported IVI-related complications, their risk factors, and the manner in which patients sought treatment at a tertiary eye care center. Design Retrospective, institutional review board–approved study. Participants Forty-four thousand seven hundred thirty-four injections in 5318 unique patients at the Cleveland Clinic Cole Eye Institute from 2012 through 2016. Methods Intravitreal injection. Main Outcome Measures Complication occurrence within 15 days of injection. Results From 2012 through 2016, a total of 44734 injections were performed in 5318 unique patients. Overall, complication rates were low, representing 1.9% of all injections, with 1031 unique complications in 685 patients (12.9%). The most common minor complications, or those not requiring intervention, were irritation (n = 312) and subconjunctival hemorrhage (n = 284). The most common serious complications, or those requiring intervention, were corneal abrasion (n = 46) and iritis (n = 31). Most complications (66%) were managed adequately by a telephone or Epic (Epic Systems Corp., Verona, WI) electronic message encounter only. Importantly, no injection protocol parameter, such as type of anesthesia, preparation, or post-injection medication, increased the risk of a complication. However, a patient’s gender, age, number of previous injections, and provider strongly influenced the risk of patient-reported complications. Conclusions Overall, complication rates seen in routine clinical practice were low compared with clinical trial reporting. Providers should feel confident in the safety and administration of IVI during times when follow-up office visits and resources may be limited. When performing an IVI, factors such as a patient’s gender, age, number of previous injections, and provider must be taken into account to ensure the best possible outcomes.
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Affiliation(s)
- Michael S Ramos
- Cole Eye Institute, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Lucy T Xu
- Emory Eye Center, Department of Ophthalmology, Emory University, Atlanta, Georgia
| | - Srinidhi Singuri
- Cole Eye Institute, Cleveland Clinic Foundation, Cleveland, Ohio
| | | | - Sruthi Arepalli
- Cole Eye Institute, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Justis P Ehlers
- Cole Eye Institute, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Peter K Kaiser
- Cole Eye Institute, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Rishi P Singh
- Cole Eye Institute, Cleveland Clinic Foundation, Cleveland, Ohio
| | | | | | - Jonathan E Sears
- Cole Eye Institute, Cleveland Clinic Foundation, Cleveland, Ohio
| | | | - Amy S Babiuch
- Cole Eye Institute, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Sumit Sharma
- Cole Eye Institute, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Daniel F Martin
- Cole Eye Institute, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Careen Y Lowder
- Cole Eye Institute, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Arun D Singh
- Cole Eye Institute, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Alex Yuan
- Cole Eye Institute, Cleveland Clinic Foundation, Cleveland, Ohio.
| | - Amy S Nowacki
- Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, Ohio
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Mehta N, Kalra A, Nowacki AS, Anjewierden S, Han Z, Bhat P, Carmona-Rubio AE, Jacob M, Procop GW, Harrington S, Milinovich A, Svensson LG, Jehi L, Young JB, Chung MK. Association of Use of Angiotensin-Converting Enzyme Inhibitors and Angiotensin II Receptor Blockers With Testing Positive for Coronavirus Disease 2019 (COVID-19). JAMA Cardiol 2020; 5:1020-1026. [PMID: 32936273 DOI: 10.1001/jamacardio.2020.1855] [Citation(s) in RCA: 308] [Impact Index Per Article: 77.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Importance The role of angiotensin-converting enzyme inhibitors (ACEI) and angiotensin II receptor blockers (ARB) in the setting of the coronavirus disease 2019 (COVID-19) pandemic is hotly debated. There have been recommendations to discontinue these medications, which are essential in the treatment of several chronic disease conditions, while, in the absence of clinical evidence, professional societies have advocated their continued use. Objective To study the association between use of ACEIs/ARBs with the likelihood of testing positive for COVID-19 and to study outcome data in subsets of patients taking ACEIs/ARBs who tested positive with severity of clinical outcomes of COVID-19 (eg, hospitalization, intensive care unit admission, and requirement for mechanical ventilation). Design, Setting, and Participants Retrospective cohort study with overlap propensity score weighting was conducted at the Cleveland Clinic Health System in Ohio and Florida. All patients tested for COVID-19 between March 8 and April 12, 2020, were included. Exposures History of taking ACEIs or ARBs at the time of COVID-19 testing. Main Outcomes and Measures Results of COVID-19 testing in the entire cohort, number of patients requiring hospitalizations, intensive care unit admissions, and mechanical ventilation among those who tested positive. Results A total of 18 472 patients tested for COVID-19. The mean (SD) age was 49 (21) years, 7384 (40%) were male, and 12 725 (69%) were white. Of 18 472 patients who underwent COVID-19 testing, 2285 (12.4%) were taking either ACEIs or ARBs. A positive COVID-19 test result was observed in 1735 of 18 472 patients (9.4%). Among patients who tested positive, 421 (24.3%) were admitted to the hospital, 161 (9.3%) were admitted to an intensive care unit, and 111 (6.4%) required mechanical ventilation. Overlap propensity score weighting showed no significant association of ACEI and/or ARB use with COVID-19 test positivity (overlap propensity score-weighted odds ratio, 0.97; 95% CI, 0.81-1.15). Conclusions and Relevance This study found no association between ACEI or ARB use and COVID-19 test positivity. These clinical data support current professional society guidelines to not discontinue ACEIs or ARBs in the setting of the COVID-19 pandemic. However, further study in larger numbers of hospitalized patients receiving ACEI and ARB therapy is needed to determine the association with clinical measures of COVID-19 severity.
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Affiliation(s)
- Neil Mehta
- Department of Medicine, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland Clinic, Cleveland, Ohio
| | - Ankur Kalra
- Heart, Vascular and Thoracic Institute, Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio.,Section of Cardiovascular Research, Heart, Vascular and Thoracic Department, Cleveland Clinic Akron General, Akron, Ohio
| | - Amy S Nowacki
- Lerner Research Institute, Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio
| | - Scott Anjewierden
- Department of Medicine, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland Clinic, Cleveland, Ohio
| | - Zheyi Han
- Department of Medicine, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland Clinic, Cleveland, Ohio
| | - Pavan Bhat
- Heart, Vascular and Thoracic Institute, Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio
| | - Andres E Carmona-Rubio
- Heart, Vascular and Thoracic Institute, Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio
| | - Miriam Jacob
- Heart, Vascular and Thoracic Institute, Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio
| | - Gary W Procop
- Pathology and Laboratory Medicine Institute, Department of Laboratory Medicine, Cleveland Clinic, Cleveland, Ohio
| | - Susan Harrington
- Pathology and Laboratory Medicine Institute, Department of Laboratory Medicine, Cleveland Clinic, Cleveland, Ohio
| | - Alex Milinovich
- Lerner Research Institute, Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio
| | - Lars G Svensson
- Heart, Vascular and Thoracic Institute, Department of Thoracic and Cardiovascular Surgery, Cleveland Clinic, Cleveland, Ohio
| | | | - James B Young
- Department of Medicine, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland Clinic, Cleveland, Ohio.,Heart, Vascular and Thoracic Institute, Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio
| | - Mina K Chung
- Heart, Vascular and Thoracic Institute, Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio.,Lerner Research Institute, Department of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Cleveland, Ohio
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Knorr JM, Ericson KJ, Zhang JH, Murthy P, Nowacki AS, Munoz-Lopez C, Thomas LJ, Haber GP, Lee B. Comparison of Major Complications at 30 and 90 Days Following Radical Cystectomy. Urology 2020; 148:192-197. [PMID: 32888983 DOI: 10.1016/j.urology.2020.08.038] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 08/16/2020] [Accepted: 08/24/2020] [Indexed: 11/26/2022]
Abstract
OBJECTIVES To better understand the time-course in which major complications occur after radical cystectomy and to describe associations with complications at 30 and 90 days. METHODS A database of radical cystectomy cases was queried for preoperative, perioperative, and postoperative data. Follow-up extended to 90 days postsurgery and included major complications (Clavien III-V). Early (30-day) and late (90-day) complication rates were compared via McNemar's test, and patient characteristics were compared across complication time groups by one-way ANOVA or Fisher's exact tests. Multinomial logistic regression was used to explore associations between patient characteristics and complication timing. RESULTS Of 969 patients undergoing radical cystectomy, 210/969 (21.7%) experienced a complication within 90 days. The rate of major complication significantly differed at 30 and 90 days (14.4% [conflict of interest (CI): 12.4%-16.9%] vs 21.7% [CI: 19.2%-24.4%] respectively, P ≤.0001). Chronic obstructive pulmonary disease (COPD) (P = .03), Charlson Comorbidity Index (P = .02), and Indiana pouch diversion (P = .002) were significant predictors of early complication. Diabetes was the strongest predictor for late complication (OR: 2.42; P = 0.01). Diabetes was also a significant predictor for late genitourinary complications (OR 3.39; P = .01), and smoking history was a significant predictor for late infectious complications (OR 3.61; P = .01). CONCLUSION We identified a significant number of complications occurring after 30 days postcystectomy, including the majority of deaths and genitourinary complications. These findings suggest that assessment of complications exclusively at 30 days would fail to capture a large proportion of major complications and deaths. Understanding the time-course of complications postcystectomy will serve to better inform design of future outcome studies.
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Affiliation(s)
- Jacob M Knorr
- Cleveland Clinic Lerner College of Medicine, Cleveland, OH.
| | | | - Jj H Zhang
- Cleveland Clinic Foundation, Cleveland, OH
| | | | | | | | | | | | - Byron Lee
- Cleveland Clinic Foundation, Cleveland, OH
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Narang J, Nowacki AS, Seballos SS, Wang PR, Mace SE. D-dimer can help differentiate suspected pulmonary embolism patients that require anti-coagulation. Am J Emerg Med 2020; 45:361-367. [PMID: 33041129 PMCID: PMC7456843 DOI: 10.1016/j.ajem.2020.08.086] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Revised: 08/25/2020] [Accepted: 08/27/2020] [Indexed: 01/17/2023] Open
Abstract
Objectives Determine whether D-dimer concentration in the absence of imaging can differentiate patients that require anti-coagulation from patients who do not require anti-coagulation. Methods Data was obtained retrospectively from 366 hemodynamically stable adult ED patients with suspected pulmonary embolism (PE). Patients were categorized by largest occluded artery and aggregated into: ‘Require anti-coagulation’ (main, lobar, and segmental PE), ‘Does not require anti-coagulation’ (sub-segmental and No PE), ‘High risk of deterioration’ (main and lobar PE), and ‘Not high risk of deterioration’ (segmental, sub-segmental, and No PE) groups. Wilcoxon rank-sum test was used for 2 sample comparisons of median D-dimer concentrations. Receiver operating characteristic (ROC) curve analysis was utilized to determine a D-dimer cut-off that could differentiate ‘Require anti-coagulation’ from ‘Does not require anti-coagulation’ and ‘High risk of deterioration’ from ‘Low risk of deterioration’ groups. Results The ‘Require anti-coagulation’ group had a maximum area under the curve (AUC) of 0.92 at an age-adjusted D-dimer cut-off of 1540 with a specificity of 86% (95% CI, 81–91%), and sensitivity of 84% (79–90%). The ‘High risk of deterioration’ group had a maximum AUC of 0.93 at an age-adjusted D-dimer cut-off of 2500 with a specificity of 90% (85–93%) and sensitivity of 83% (77–90%). Conclusions An age-adjusted D-dimer cut-off of 1540 ng/mL differentiates suspected PE patients requiring anti-coagulation from those not requiring anti-coagulation. A cut-off of 2500 differentiates those with high risk of clinical deterioration from those not at high risk of deterioration. When correlated with clinical outcomes, these cut-offs can provide an objective method for clinical decision making when imaging is unavailable. ED providers are faced with risks and benefits when empirically administering anti-coagulation for suspected PE patients. We show that D-dimer concentration can be used as a clinical decision making tool to minimize these risks. A D-dimer cut-off of 1540 ng/mL can be used to minimize unnecessary anti-coagulation exposure in patients who do not need it. Using a 2500 ng/mL D-dimer cut-off minimizes the risk of withholding treatment for those at risk of clinical deterioration. Both cut-offs along with clinical gestalt are an objective measure weighing the risks & benefits of empiric anti-coagulation.
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Affiliation(s)
- Jatin Narang
- Cleveland Clinic Lerner College of Medicine of Case Western University, Cleveland, OH, United States of America
| | - Amy S Nowacki
- Cleveland Clinic Lerner College of Medicine of Case Western University, Cleveland, OH, United States of America; Cleveland Clinic Department of Quantitative Health Sciences, Cleveland, OH, United States of America
| | - Spencer S Seballos
- Cleveland Clinic Lerner College of Medicine of Case Western University, Cleveland, OH, United States of America
| | - Philip R Wang
- Cleveland Clinic Lerner College of Medicine of Case Western University, Cleveland, OH, United States of America
| | - Sharon E Mace
- Cleveland Clinic Lerner College of Medicine of Case Western University, Cleveland, OH, United States of America; Cleveland Clinic Emergency Services Institute, Cleveland, OH, United States of America.
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49
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Kalra A, Hawkins ES, Nowacki AS, Jain V, Milinovich A, Saef J, Thomas G, Gebreselassie SK, Karnik SS, Jehi L, Young JB, Svensson LG, Chung MK, Mehta N. Angiotensin-Converting Enzyme Inhibitors Versus Angiotensin II Receptor Blockers: A Comparison of Outcomes in Patients With COVID-19. Circ Cardiovasc Qual Outcomes 2020; 13:e007115. [PMID: 32856462 DOI: 10.1161/circoutcomes.120.007115] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Ankur Kalra
- Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute (A.K., J.S., M.K.C.), Cleveland Clinic, OH.,Section of Cardiovascular Research, Heart, Vascular and Thoracic Department, Cleveland Clinic Akron General, OH (A.K.)
| | - Edward S Hawkins
- Center for Emergency Medicine-West, Cleveland Clinic Medina Hospital, Medina, OH (E.S.H.)
| | - Amy S Nowacki
- Department of Quantitative Health Sciences, Lerner Research Institute (A.S.N., A.M.), Cleveland Clinic, OH
| | - Vardhmaan Jain
- Department of Internal Medicine, Cleveland Clinic Foundation, OH (V.J.)
| | - Alex Milinovich
- Department of Quantitative Health Sciences, Lerner Research Institute (A.S.N., A.M.), Cleveland Clinic, OH
| | - Joshua Saef
- Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute (A.K., J.S., M.K.C.), Cleveland Clinic, OH
| | - George Thomas
- Department of Nephrology and Hypertension (G.T.), Cleveland Clinic, OH
| | | | - Sadashiva S Karnik
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute (S.S.K., M.K.C.), Cleveland Clinic, OH
| | - Lara Jehi
- Cleveland Clinic Foundation, OH (L.J.)
| | - James B Young
- Department of Medicine, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University (J.B.Y., N.M.), Cleveland Clinic, OH
| | - Lars G Svensson
- Department of Thoracic and Cardiovascular Surgery, Heart, Vascular and Thoracic Institute (L.G.S.), Cleveland Clinic, OH
| | - Mina K Chung
- Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute (A.K., J.S., M.K.C.), Cleveland Clinic, OH.,Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute (S.S.K., M.K.C.), Cleveland Clinic, OH
| | - Neil Mehta
- Department of Medicine, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University (J.B.Y., N.M.), Cleveland Clinic, OH
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Misra-Hebert AD, Jehi L, Ji X, Nowacki AS, Gordon S, Terpeluk P, Chung MK, Mehra R, Dell KM, Pennell N, Hamilton A, Milinovich A, Kattan MW, Young JB. Impact of the COVID-19 pandemic on healthcare workers risk of infection and outcomes in a large, integrated health system. Res Sq 2020:rs.3.rs-61235. [PMID: 32839766 PMCID: PMC7444292 DOI: 10.21203/rs.3.rs-61235/v1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Background: Understanding the impact of the COVID-19 pandemic on healthcare workers (HCW) is crucial. Objective: Utilizing a health system COVID-19 research registry, we assessed HCW risk for COVID-19 infection, hospitalization and intensive care unit (ICU) admission. Design: Retrospective cohort study with overlap propensity score weighting. Participants: Individuals tested for SARS-CoV-2 infection in a large academic healthcare system (N=72,909) from March 8-June 9 2020 stratified by HCW and patient-facing status. Main Measures: SARS-CoV-2 test result, hospitalization, and ICU admission for COVID-19 infection. Key Results: Of 72,909 individuals tested, 9.0% (551) of 6,145 HCW tested positive for SARS-CoV-2 compared to 6.5% (4353) of 66,764 non-HCW. The HCW were younger than non-HCW (median age 39.7 vs. 57.5, p<0.001) with more females (proportion of males 21.5 vs. 44.9%, p<0.001), higher reporting of COVID-19 exposure (72 vs. 17 %, p<0.001) and fewer comorbidities. However, the overlap propensity score weighted proportions were 8.9 vs. 7.7 for HCW vs. non-HCW having a positive test with weighted odds ratio (OR) 1.17, 95% confidence interval (CI) 0.99-1.38. Among those testing positive, weighted proportions for hospitalization were 7.4 vs.15.9 for HCW vs. non-HCW with OR of 0.42 (CI 0.26-0.66) and for ICU admission: 2.2 vs.4.5 for HCW vs. non-HCW with OR of 0.48 (CI 0.20 -1.04). Those HCW identified as patient-facing compared to not had increased odds of a positive SARS-CoV-2 test (OR 1.60, CI 1.08-2.39, proportions 8.6 vs. 5.5), but no statistically significant increase in hospitalization (OR 0.88, CI 0.20-3.66, proportions 10.2 vs. 11.4) and ICU admission (OR 0.34, CI 0.01-3.97, proportions 1.8 vs. 5.2). Conclusions: In a large healthcare system, HCW had similar odds for testing SARS-CoV-2 positive, but lower odds of hospitalization compared to non-HCW. Patient-facing HCW had higher odds of a positive test. These results are key to understanding HCW risk mitigation during the COVID-19 pandemic.
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