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Ackerson BK, Bruxvoort KJ, Qian L, Sy LS, Qiu S, Tubert JE, Lee GS, Ku JH, Florea A, Luo Y, Bathala R, Stern J, Choi SK, Takhar HS, Aragones M, Marks MA, Anderson EJ, Zhou CK, Sun T, Talarico CA, Tseng HF. Effectiveness and durability of mRNA-1273 BA.4/BA.5 bivalent vaccine (mRNA-1273.222) against SARS-CoV-2 BA.4/BA.5 and XBB sublineages. Hum Vaccin Immunother 2024; 20:2335052. [PMID: 38575149 PMCID: PMC10996830 DOI: 10.1080/21645515.2024.2335052] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/06/2024] Open
Abstract
Emerging SARS-CoV-2 sublineages continue to cause serious COVID-19 disease, but most individuals have not received any COVID-19 vaccine for >1 year. Assessment of long-term effectiveness of bivalent COVID-19 vaccines against circulating sublineages is important to inform the potential need for vaccination with updated vaccines. In this test-negative study at Kaiser Permanente Southern California, sequencing-confirmed BA.4/BA.5- or XBB-related SARS-CoV-2-positive cases (September 1, 2022 to June 30, 2023), were matched 1:3 to SARS-CoV-2-negative controls. We assessed mRNA-1273 bivalent relative (rVE) and absolute vaccine effectiveness (VE) compared to ≥2 or 0 doses of original monovalent vaccine, respectively. The rVE analysis included 20,966 cases and 62,898 controls. rVE (95%CI) against BA.4/BA.5 at 14-60 days and 121-180 days was 52.7% (46.9-57.8%) and 35.5% (-2.8-59.5%) for infection, and 59.3% (49.7-67.0%) and 33.2% (-28.2-68.0%) for Emergency Department/Urgent Care (ED/UC) encounters. For BA.4/BA.5-related hospitalizations, rVE was 71.3% (44.9-85.1%) and 52.0% (-1.2-77.3%) at 14-60 days and 61-120 days, respectively. rVE against XBB at 14-60 days and 121-180 days was 48.8% (33.4-60.7%) and -3.9% (-18.1-11.3%) for infection, 70.7% (52.4-82.0%) and 15.7% (-6.0-33.2%) for ED/UC encounters, and 87.9% (43.8-97.4%) and 57.1% (17.0-77.8%) for hospitalization. VE and subgroup analyses (age, immunocompromised status, previous SARS-CoV-2 infection) results were similar to rVE analyses. rVE of mRNA-1273 bivalent vaccine against BA.4/BA.5 and XBB infections, ED/UC encounters, and hospitalizations waned over time. Periodic revaccination with vaccines targeting emerging variants may be important in reducing COVID-19 morbidity and mortality.
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Affiliation(s)
- Bradley K. Ackerson
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Katia J. Bruxvoort
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Lei Qian
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Lina S. Sy
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Sijia Qiu
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Julia E. Tubert
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Gina S. Lee
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Jennifer H. Ku
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Ana Florea
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Yi Luo
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Radha Bathala
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Julie Stern
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Soon K. Choi
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Harpreet S. Takhar
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Michael Aragones
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Morgan A. Marks
- Infectious Disease, Epidemiology, Moderna Inc, Cambridge, MA, USA
| | - Evan J. Anderson
- Infectious Disease, Epidemiology, Moderna Inc, Cambridge, MA, USA
| | - Cindy Ke Zhou
- Infectious Disease, Epidemiology, Moderna Inc, Cambridge, MA, USA
| | - Tianyu Sun
- Infectious Disease, Epidemiology, Moderna Inc, Cambridge, MA, USA
| | - Carla A. Talarico
- Infectious Disease, Epidemiology, Moderna Inc, Cambridge, MA, USA
- Epidemiology, AstraZeneca, Gaithersburg, MD, USA
| | - Hung Fu Tseng
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
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Tseng HF, Ackerson BK, Sy LS, Tubert JE, Luo Y, Qiu S, Lee GS, Bruxvoort KJ, Ku JH, Florea A, Takhar HS, Bathala R, Zhou CK, Esposito DB, Marks MA, Anderson EJ, Talarico CA, Qian L. mRNA-1273 bivalent (original and Omicron) COVID-19 vaccine effectiveness against COVID-19 outcomes in the United States. Nat Commun 2023; 14:5851. [PMID: 37730701 PMCID: PMC10511551 DOI: 10.1038/s41467-023-41537-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [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: 05/26/2023] [Accepted: 09/07/2023] [Indexed: 09/22/2023] Open
Abstract
The bivalent (original and Omicron BA.4/BA.5) mRNA-1273 COVID-19 vaccine was authorized to offer broader protection against COVID-19. We conducted a matched cohort study to evaluate the effectiveness of the bivalent vaccine in preventing hospitalization for COVID-19 (primary outcome) and medically attended SARS-CoV-2 infection and hospital death (secondary outcomes). Compared to individuals who did not receive bivalent mRNA vaccination but received ≥2 doses of any monovalent mRNA vaccine, the relative vaccine effectiveness (rVE) against hospitalization for COVID-19 was 70.3% (95% confidence interval, 64.0%-75.4%). rVE was consistent across subgroups and not modified by time since last monovalent dose or number of monovalent doses received. Protection was durable ≥3 months after the bivalent booster. rVE against SARS-CoV-2 infection requiring emergency department/urgent care and against COVID-19 hospital death was 55.0% (50.8%-58.8%) and 82.7% (63.7%-91.7%), respectively. The mRNA-1273 bivalent booster provides additional protection against hospitalization for COVID-19, medically attended SARS-CoV-2 infection, and COVID-19 hospital death.
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Affiliation(s)
- Hung Fu Tseng
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, 91101, USA.
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, 91101, USA.
| | - Bradley K Ackerson
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, 91101, USA
| | - Lina S Sy
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, 91101, USA
| | - Julia E Tubert
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, 91101, USA
| | - Yi Luo
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, 91101, USA
| | - Sijia Qiu
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, 91101, USA
| | - Gina S Lee
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, 91101, USA
| | - Katia J Bruxvoort
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, 91101, USA
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, 35233, USA
| | - Jennifer H Ku
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, 91101, USA
| | - Ana Florea
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, 91101, USA
| | - Harpreet S Takhar
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, 91101, USA
| | - Radha Bathala
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, 91101, USA
| | | | | | | | | | - Carla A Talarico
- Moderna Inc., Cambridge, MA, 02139, USA
- AstraZeneca, Gaithersburg, MD, 20878, USA
| | - Lei Qian
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, 91101, USA
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3
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Fassett MJ, Reed SD, Rothman KJ, Pisa F, Schoendorf J, Wahdan Y, Peipert JF, Gatz J, Ritchey ME, Armstrong MA, Raine-Bennett T, Postlethwaite D, Getahun D, Shi JM, Xie F, Chiu VY, Im TM, Takhar HS, Wang J, Anthony MS. Risks of Uterine Perforation and Expulsion Associated With Intrauterine Devices. Obstet Gynecol 2023; 142:641-651. [PMID: 37535968 PMCID: PMC10424817 DOI: 10.1097/aog.0000000000005299] [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: 04/04/2023] [Revised: 05/31/2023] [Accepted: 06/08/2023] [Indexed: 08/05/2023]
Abstract
OBJECTIVE The APEX-IUD (Association of Perforation and Expulsion of Intrauterine Devices) study evaluated the association of postpartum timing of intrauterine device (IUD) insertion, breastfeeding, heavy menstrual bleeding, and IUD type (levonorgestrel-releasing vs copper) with risks of uterine perforation and IUD expulsion in usual clinical practice. We summarize the clinically important findings to inform counseling and shared decision making. METHODS APEX-IUD was a real-world (using U.S. health care data) retrospective cohort study of individuals aged 50 years and younger with IUD insertions between 2001 and 2018 and with electronic health record data. Cumulative incidences of uterine perforation and IUD expulsion were calculated. Adjusted hazard ratios (aHRs) and 95% CIs were estimated from proportional hazards models with control of confounding. RESULTS Among the study population of 326,658, absolute risk of uterine perforation was low overall (cumulative incidence, 0.21% [95% CI 0.19-0.23%] at 1 year and 0.61% [95% CI 0.56-0.66% at 5 years]) but was elevated for IUDs inserted during time intervals within 1 year postpartum, particularly among those between 4 days and 6 weeks postpartum (aHR 6.71, 95% CI 4.80-9.38), relative to nonpostpartum insertions. Among postpartum insertions, IUD expulsion risk was greatest for insertions in the immediate postpartum period (0-3 days after delivery) compared with nonpostpartum (aHR 5.34, 95% CI 4.47-6.39). Postpartum individuals who were breastfeeding had a slightly elevated risk of perforation and lowered risk of expulsion than those not breastfeeding. Among nonpostpartum individuals, those with a heavy menstrual bleeding diagnosis were at greater risk of expulsion than those without (aHR 2.84, 95% CI 2.66-3.03); heavy menstrual bleeding also was associated with a slightly elevated perforation risk. There was a slightly elevated perforation risk and slightly lower expulsion risk associated with levonorgestrel-releasing IUDs compared with copper IUDs. CONCLUSION Absolute risk of adverse outcomes with IUD insertion is low. Clinicians should be aware of the differences in risks of uterine perforation and expulsion associated with IUD insertion during specific postpartum time periods and with a heavy menstrual bleeding diagnosis. This information should be incorporated into counseling and decision making for patients considering IUD insertion. FUNDING SOURCE Bayer AG. CLINICAL TRIAL REGISTRATION EU PAS register, EUPAS33461.
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Affiliation(s)
- Michael J Fassett
- Department of Obstetrics & Gynecology, Kaiser Permanente West Los Angeles Medical Center, Los Angeles, the Department of Clinical Science and the Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, and the Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, and the Division of Research, Kaiser Permanente Northern California, Oakland, California; the Department of Obstetrics and Gynecology, University of Washington School of Medicine, Seattle, Washington; RTI Health Solutions, Research Triangle Park, North Carolina; Bayer AG, Berlin, Germany; Bayer AG and Bayer OY, Espoo, Finland; Bayer Pharmaceuticals, Whippany, New Jersey, and the Department of Obstetrics and Gynecology, Indiana University School of Medicine, and the Regenstrief Institute, Indianapolis, Indiana
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Ku JH, Bruxvoort KJ, Salas SB, Varley CD, Casey JA, Raphael E, Robinson SC, Nachman KE, Lewin BJ, Contreras R, Wei RX, Pomichowski ME, Takhar HS, Tartof SY. Multidrug Resistance of Escherichia coli From Outpatient Uncomplicated Urinary Tract Infections in a Large United States Integrated Healthcare Organization. Open Forum Infect Dis 2023; 10:ofad287. [PMID: 37426945 PMCID: PMC10326677 DOI: 10.1093/ofid/ofad287] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 05/19/2023] [Indexed: 07/11/2023] Open
Abstract
Background Urinary tract infections (UTIs) cause significant disease and economic burden. Uncomplicated UTIs (uUTIs) occur in otherwise healthy individuals without underlying structural abnormalities, with uropathogenic Escherichia coli (UPEC) accounting for 80% of cases. With recent transitions in healthcare toward virtual visits, data on multidrug resistance (MDR) (resistant to ≥3 antibiotic classes) by care setting are needed to inform empiric treatment decision making. Methods We evaluated UPEC resistance over time by care setting (in-person vs virtual), in adults who received outpatient care for uUTI at Kaiser Permanente Southern California between January 2016 and December 2021. Results We included 174 185 individuals who had ≥1 UPEC uUTI (233 974 isolates) (92% female, 46% Hispanic, mean age 52 years [standard deviation 20]). Overall, prevalence of UPEC MDR decreased during the study period (13% to 12%) both in virtual and in-person settings (P for trend <.001). Resistance to penicillins overall (29%), coresistance to penicillins and trimethoprim-sulfamethoxazole (TMP-SMX) (12%), and MDR involving the 2 plus ≥1 antibiotic class were common (10%). Resistance to 1, 2, 3, and 4 antibiotic classes was found in 19%, 18%, 8%, and 4% of isolates, respectively; 1% were resistant to ≥5 antibiotic classes, and 50% were resistant to none. Similar resistance patterns were observed over time and by care setting. Conclusions We observed a slight decrease in both class-specific antimicrobial resistance and MDR of UPEC overall, most commonly involving penicillins and TMP-SMX. Resistance patterns were consistent over time and similar in both in-person and virtual settings. Virtual healthcare may expand access to UTI care.
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Affiliation(s)
- Jennifer H Ku
- Correspondence: Jennifer H. Ku, PhD, MPH, Department of Research and Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles, 2nd Floor, Pasadena, CA 91101 ()
| | - Katia J Bruxvoort
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - S Bianca Salas
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Cara D Varley
- Department of Medicine, Oregon Health & Science University, Portland, Oregon, USA
- Oregon Health & Science University-Portland State University, School of Public Health, Portland, Oregon, USA
| | - Joan A Casey
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York, USA
- Department of Environmental and Occupational Health Sciences, University of Washington School of Public Health, Seattle, Washington, USA
| | - Eva Raphael
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California, USA
- Department of Family and Community Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Sarah C Robinson
- Center for Health Systems Research, Sutter Health, Walnut Creek, California, USA
| | - Keeve E Nachman
- Department of Environmental Health and Engineering, Johns Hopkins University, Baltimore, Maryland, USA
| | - Bruno J Lewin
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
- Kaiser Permanente Southern California and Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California, USA
| | - Richard Contreras
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Rong X Wei
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Magdalena E Pomichowski
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Harpreet S Takhar
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
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Florea A, Casey JA, Nachman K, Price LB, Pomichowski ME, Takhar HS, Quinlivan V, Childs LD, Davis MF, Wei R, Hong V, Ku JH, Liu CM, Pressman A, Robinson S, Bruxvoort KJ, Salas SB, Tartof SY. Impact of California's Senate Bill 27 on Antimicrobial-Resistant Escherichia coli Urinary Tract Infection in Humans: Protocol for a Study of Methods and Baseline Data. JMIR Res Protoc 2023; 12:e45109. [PMID: 37145842 PMCID: PMC10199382 DOI: 10.2196/45109] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 03/17/2023] [Accepted: 04/04/2023] [Indexed: 05/06/2023] Open
Abstract
BACKGROUND Overuse of antibiotics contributes to antimicrobial resistance (AMR) and is a growing threat to human health worldwide. Previous work suggests a link between antimicrobial use in poultry and human AMR extraintestinal pathogenic Escherichia coli (E coli) urinary tract infections (UTIs). However, few US-based studies exist, and none have comprehensively assessed both foodborne and environmental pathways using advanced molecular and spatial epidemiologic methods in a quasi-experimental design. Recently, California enacted Senate Bill 27 (SB27), which changed previous policy to require a veterinarian's prescription for the use of antibiotic drugs, and which banned antibiotic use for disease prevention in livestock. This provided an opportunity to evaluate whether SB27 will result in a reduction in antimicrobial-resistant infections in humans. OBJECTIVE We describe in detail the methods implemented to achieve the overarching objective of this study to evaluate the impact of SB27 on downstream antibiotic resistance rates in human UTIs. METHODS A summary of the overall approach and the partnerships between Columbia University, George Washington University (GWU), Johns Hopkins Bloomberg School of Public Health, Kaiser Permanente Southern California (KPSC) Research and Evaluation, the Natural Resources Defense Council, Sanger Institute at Stanford University, Sutter Health Center for Health Systems Research, the University of Cambridge, and the University of Oxford is presented. The collection, quality control testing, and shipment of retail meat and clinical samples are described. Retail meat (chicken, beef, turkey, and pork) was purchased from stores throughout Southern California from 2017 to 2021. After processing at KPSC, it was shipped to GWU for testing. From 2016 to 2021, after clinical specimens were processed for routine clinical purposes and immediately before discarding, those with isolated colonies of E coli, Campylobacter, and Salmonella from KPSC members were collected and processed to be shipped for testing at GWU. Detailed methods of the isolation and testing as well as the whole-genome sequencing of the meat and clinical samples at GWU are described. KPSC electronic health record data were used to track UTI cases and AMR patterns among the cultured specimens. Similarly, Sutter Health electronic health record data were used to track UTI cases in its Northern California patient population. RESULTS From 2017 to 2021, overall, 12,616 retail meat samples were purchased from 472 unique stores across Southern California. In addition, 31,643 positive clinical cultures were collected from KPSC members during the same study period. CONCLUSIONS Here, we presented data collection methods for the study, which was conducted to evaluate the impact of SB27 on downstream antibiotic resistance rates in human UTI. To date, it is one of the largest studies of its kind to be conducted. The data collected during this study will be used as the foundation for future analyses specific to the various objectives of this large body of work. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/45109.
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Affiliation(s)
- Ana Florea
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - Joan A Casey
- Columbia University Mailman School of Public Health, New York City, NY, United States
| | - Keeve Nachman
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Lance B Price
- Milken Institute School of Public Health, George Washington University, Washington, DC, United States
| | - Magdalena E Pomichowski
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - Harpreet S Takhar
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - Vanessa Quinlivan
- Milken Institute School of Public Health, George Washington University, Washington, DC, United States
| | - Lee D Childs
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - Meghan F Davis
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
- Johns Hopkins School of Medicine, Baltimore, MD, United States
| | - Rong Wei
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - Vennis Hong
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - Jennifer H Ku
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - Cindy M Liu
- Milken Institute School of Public Health, George Washington University, Washington, DC, United States
| | - Alice Pressman
- Center for Health Systems Research, Sutter Health, Walnut Creek, CA, United States
| | - Sarah Robinson
- Center for Health Systems Research, Sutter Health, Walnut Creek, CA, United States
| | - Katia J Bruxvoort
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, United States
| | - S Bianca Salas
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - Sara Y Tartof
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
- Department of Health Systems Science, Kaiser Permanente Bernard J Tyson School of Medicine, Pasadena, CA, United States
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Tseng HF, Ackerson BK, Bruxvoort KJ, Sy LS, Tubert JE, Lee GS, Ku JH, Florea A, Luo Y, Qiu S, Choi SK, Takhar HS, Aragones M, Paila YD, Chavers S, Talarico CA, Qian L. Effectiveness of mRNA-1273 vaccination against SARS-CoV-2 omicron subvariants BA.1, BA.2, BA.2.12.1, BA.4, and BA.5. Nat Commun 2023; 14:189. [PMID: 36635284 PMCID: PMC9836332 DOI: 10.1038/s41467-023-35815-7] [Citation(s) in RCA: 31] [Impact Index Per Article: 31.0] [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: 10/06/2022] [Accepted: 01/03/2023] [Indexed: 01/14/2023] Open
Abstract
Studies have reported reduced natural SARS-CoV-2 infection- and vaccine-induced neutralization against omicron BA.4/BA.5 compared with earlier omicron subvariants. This test-negative case-control study evaluates mRNA-1273 vaccine effectiveness (VE) against infection and hospitalization with omicron subvariants. The study includes 30,809 SARS-CoV-2 positive and 92,427 SARS-CoV-2 negative individuals aged ≥18 years tested during 1/1/2022-6/30/2022. While 3-dose VE against BA.1 infection is high and wanes slowly, VE against BA.2, BA.2.12.1, BA.4, and BA.5 infection is initially moderate to high (61.0%-90.6% 14-30 days post third dose) and wanes rapidly. The 4-dose VE against infection with BA.2, BA.2.12.1, and BA.4 ranges between 64.3%-75.7%, and is low (30.8%) against BA.5 14-30 days post fourth dose, disappearing beyond 90 days for all subvariants. The 3-dose VE against hospitalization for BA.1, BA.2, and BA.4/BA.5 is 97.5%, 82.0%, and 72.4%, respectively; 4-dose VE against hospitalization for BA.4/BA.5 is 88.5%. Evaluation of the updated bivalent booster is warranted.
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Affiliation(s)
- Hung Fu Tseng
- Kaiser Permanente Southern California, 100 S. Los Robles Ave., Pasadena, CA, 91101, USA. .,Kaiser Permanente Bernard J. Tyson School of Medicine, 98 S. Los Robles Ave., Pasadena, CA, 91101, USA.
| | - Bradley K Ackerson
- Kaiser Permanente Southern California, 100 S. Los Robles Ave., Pasadena, CA, 91101, USA
| | - Katia J Bruxvoort
- Kaiser Permanente Southern California, 100 S. Los Robles Ave., Pasadena, CA, 91101, USA.,University of Alabama at Birmingham, 1665 University Blvd, Birmingham, AL, 35233, USA
| | - Lina S Sy
- Kaiser Permanente Southern California, 100 S. Los Robles Ave., Pasadena, CA, 91101, USA
| | - Julia E Tubert
- Kaiser Permanente Southern California, 100 S. Los Robles Ave., Pasadena, CA, 91101, USA
| | - Gina S Lee
- Kaiser Permanente Southern California, 100 S. Los Robles Ave., Pasadena, CA, 91101, USA
| | - Jennifer H Ku
- Kaiser Permanente Southern California, 100 S. Los Robles Ave., Pasadena, CA, 91101, USA
| | - Ana Florea
- Kaiser Permanente Southern California, 100 S. Los Robles Ave., Pasadena, CA, 91101, USA
| | - Yi Luo
- Kaiser Permanente Southern California, 100 S. Los Robles Ave., Pasadena, CA, 91101, USA
| | - Sijia Qiu
- Kaiser Permanente Southern California, 100 S. Los Robles Ave., Pasadena, CA, 91101, USA
| | - Soon Kyu Choi
- Kaiser Permanente Southern California, 100 S. Los Robles Ave., Pasadena, CA, 91101, USA
| | - Harpreet S Takhar
- Kaiser Permanente Southern California, 100 S. Los Robles Ave., Pasadena, CA, 91101, USA
| | - Michael Aragones
- Kaiser Permanente Southern California, 100 S. Los Robles Ave., Pasadena, CA, 91101, USA
| | - Yamuna D Paila
- Moderna, Inc., 200 Technology Square, Cambridge, MA, 02139, USA
| | - Scott Chavers
- Moderna, Inc., 200 Technology Square, Cambridge, MA, 02139, USA
| | - Carla A Talarico
- Moderna, Inc., 200 Technology Square, Cambridge, MA, 02139, USA.,AstraZeneca, 1 Medimmune Way, Gaithersburg, MD, 20878, USA
| | - Lei Qian
- Kaiser Permanente Southern California, 100 S. Los Robles Ave., Pasadena, CA, 91101, USA
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7
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Getahun D, Fassett MJ, Gatz J, Armstrong MA, Peipert JF, Raine-Bennett T, Reed SD, Zhou X, Schoendorf J, Postlethwaite D, Shi JM, Saltus CW, Wang J, Xie F, Chiu VY, Merchant M, Alabaster A, Ichikawa LE, Hunter S, Im TM, Takhar HS, Ritchey ME, Chillemi G, Pisa F, Asiimwe A, Anthony MS. Association between menorrhagia and risk of intrauterine device–related uterine perforation and device expulsion: results from the Association of Uterine Perforation and Expulsion of Intrauterine Device study. Am J Obstet Gynecol 2022. [DOI: 59.e110.1016/j.ajog.2022.03.025] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/08/2023]
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Tartof SY, Slezak JM, Puzniak L, Hong V, Frankland TB, Ackerson BK, Takhar HS, Ogun OA, Simmons SR, Zamparo JM, Gray S, Valluri SR, Pan K, Jodar L, McLaughlin JM. Effectiveness of a third dose of BNT162b2 mRNA COVID-19 vaccine in a large US health system: A retrospective cohort study. Lancet Reg Health Am 2022; 9:100198. [PMID: 35187521 PMCID: PMC8841530 DOI: 10.1016/j.lana.2022.100198] [Citation(s) in RCA: 44] [Impact Index Per Article: 22.0] [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] [Indexed: 01/09/2023]
Abstract
Background Globally, recommendations are expanding for third (booster) doses of BNT162b2 (Pfizer-BioNTech). In the United States, as of November 19, 2021, boosters were recommended for all adults aged 18 years and older. We evaluated the effectiveness of a third dose of BNT162b2 among adults in a large US integrated health system. Methods In this retrospective cohort study, we analyzed electronic health records from Kaiser Permanente Southern California between Dec 14, 2020 and Dec 5, 2021 to assess vaccine effectiveness (VE) of two and three doses of BNT162b2 against SARS-CoV-2 infections (without hospital admission) andCOVID-19-related hospital admission. VE was calculated using hazards ratios from adjusted Cox models. Findings After only two doses, VE against infection declined from 85% (95% CI 83-86) during the first month to 49% (46-51) ≥ 7 months following vaccination. Overall VE against hospitalization was 90% (95% CI 86-92) within one month and did not wane, however, effectiveness against hospitalization appeared to wane among immunocompromised individuals but was not statistically significant (93% [72-98] at 1 month to 74% [45-88] after ≥ 7 months; p=0·490). Three-dose VE (median follow-up 1·3 months [SD 0·6]) was 88% (95% CI 86-89) against infection and 97% (95-98) against hospitalization. Effectiveness after three doses was higher than that seen one month after receiving only two doses for both outcomes. Relative VE of three doses compared to two (with at least six months after the second dose) was 75% (95% CI 71-78) against infections and 70% (48-83) against hospital admissions. Interpretation These data support the benefit of broad BNT162b2 booster recommendations, as three doses confers comparable, if not better, protection against SARS-CoV-2 infections and hospital admission as was seen soon after receiving two doses. Funding Pfizer Inc.
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Affiliation(s)
- Sara Y. Tartof
- Kaiser Permanente Southern California Department of Research and Evaluation, 100 S. Los Robles, 2nd Floor, Pasadena, CA 91101, USA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
- Corresponding author at: Kaiser Permanente Southern California Department of Research and Evaluation, 100 S. Los Robles, 2nd Floor, Pasadena, CA 91101, USA.
| | - Jeff M. Slezak
- Kaiser Permanente Southern California Department of Research and Evaluation, 100 S. Los Robles, 2nd Floor, Pasadena, CA 91101, USA
| | | | - Vennis Hong
- Kaiser Permanente Southern California Department of Research and Evaluation, 100 S. Los Robles, 2nd Floor, Pasadena, CA 91101, USA
| | | | | | - Harpreet S. Takhar
- Kaiser Permanente Southern California Department of Research and Evaluation, 100 S. Los Robles, 2nd Floor, Pasadena, CA 91101, USA
| | - Oluwaseye A. Ogun
- Kaiser Permanente Southern California Department of Research and Evaluation, 100 S. Los Robles, 2nd Floor, Pasadena, CA 91101, USA
| | - Sarah R. Simmons
- Kaiser Permanente Southern California Department of Research and Evaluation, 100 S. Los Robles, 2nd Floor, Pasadena, CA 91101, USA
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Tseng HF, Ackerson BK, Luo Y, Sy LS, Talarico CA, Tian Y, Bruxvoort KJ, Tubert JE, Florea A, Ku JH, Lee GS, Choi SK, Takhar HS, Aragones M, Qian L. Author Correction: Effectiveness of mRNA-1273 against SARS-CoV-2 Omicron and Delta variants. Nat Med 2022; 28:1095. [PMID: 35449419 PMCID: PMC9022057 DOI: 10.1038/s41591-022-01818-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Hung Fu Tseng
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA. .,Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA.
| | - Bradley K Ackerson
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Yi Luo
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Lina S Sy
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | | | - Yun Tian
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Katia J Bruxvoort
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Julia E Tubert
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Ana Florea
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Jennifer H Ku
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Gina S Lee
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Soon Kyu Choi
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Harpreet S Takhar
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Michael Aragones
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Lei Qian
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
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10
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Gatz JL, Armstrong MA, Postlethwaite D, Raine-Bennett T, Chillemi G, Alabaster A, Merchant M, Reed SD, Ichikawa L, Getahun D, Fassett MJ, Shi JM, Xie F, Chiu VY, Im TM, Takhar HS, Wang J, Saltus CW, Ritchey ME, Asiimwe A, Pisa F, Schoendorf J, Wahdan Y, Zhou X, Hunter S, Anthony MS, Peipert JF. Association between intrauterine device type and risk of perforation and device expulsion: results from the Association of Perforation and Expulsion of Intrauterine Devices study. Am J Obstet Gynecol 2022; 227:57.e1-57.e13. [PMID: 35395215 DOI: 10.1016/j.ajog.2022.03.062] [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] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 03/14/2022] [Accepted: 03/30/2022] [Indexed: 11/17/2022]
Abstract
BACKGROUND Intrauterine devices, including levonorgestrel-releasing and copper devices, are highly effective long-acting reversible contraceptives. The potential risks associated with intrauterine devices are low and include uterine perforation and device expulsion. OBJECTIVE This study aimed to evaluate the risk of perforation and expulsion associated with levonorgestrel-releasing devices vs copper devices in clinical practice in the United States. STUDY DESIGN The Association of Perforation and Expulsion of Intrauterine Devices study was a retrospective cohort study of women aged ≤50 years with an intrauterine device insertion during 2001 to 2018 and information on intrauterine device type and patient and medical characteristics. Of note, 4 research sites with access to electronic health records contributed data for the study: 3 Kaiser Permanente-integrated healthcare systems (Northern California, Southern California, and Washington) and 1 healthcare system using data from a healthcare information exchange in Indiana (Regenstrief Institute). Perforation was classified as any extension of the device into or through the myometrium. Expulsion was classified as complete (not visible in the uterus or abdomen or patient reported) or partial (any portion in the cervix or malpositioned). We estimated the crude incidence rates and crude cumulative incidence by intrauterine device type. The risks of perforation and expulsion associated with levonorgestrel-releasing intrauterine devices vs copper intrauterine devices were estimated using Cox proportional-hazards regression with propensity score overlap weighting to adjust for confounders. RESULTS Among 322,898 women included in this analysis, the incidence rates of perforation per 1000 person-years were 1.64 (95% confidence interval, 1.53-1.76) for levonorgestrel-releasing intrauterine devices and 1.27 (95% confidence interval, 1.08-1.48) for copper intrauterine devices; 1-year and 5-year crude cumulative incidence was 0.22% (95% confidence interval, 0.20-0.24) and 0.63% (95% confidence interval, 0.57-0.68) for levonorgestrel-releasing intrauterine devices and 0.16% (95% confidence interval, 0.13-0.20) and 0.55% (95% confidence interval, 0.44-0.68) for copper intrauterine devices, respectively. The incidence rates of expulsion per 1000 person-years were 13.95 (95% confidence interval, 13.63-14.28) for levonorgestrel-releasing intrauterine devices and 14.08 (95% confidence interval, 13.44-14.75) for copper intrauterine devices; 1-year and 5-year crude cumulative incidence was 2.30% (95% confidence interval, 2.24-2.36) and 4.52% (95% confidence interval, 4.40-4.65) for levonorgestrel-releasing intrauterine devices and 2.30% (95% confidence interval, 2.18-2.44) and 4.82 (95% confidence interval, 4.56-5.10) for copper intrauterine devices, respectively. Comparing levonorgestrel-releasing intrauterine devices with copper intrauterine devices, the adjusted hazard ratios were 1.49 (95% confidence intervals, 1.25-1.78) for perforation and 0.69 (95% confidence intervals, 0.65-0.73) for expulsion. CONCLUSION After adjusting for potential confounders, levonorgestrel-releasing intrauterine devices were associated with an increased risk of uterine perforation and a decreased risk of expulsion relative to copper intrauterine devices. Given that the absolute numbers of these events are low in both groups, these differences may not be clinically meaningful.
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Affiliation(s)
| | | | | | - Tina Raine-Bennett
- Division of Research, Kaiser Permanente Northern California, Oakland, CA; Department of Health Systems Science, Kaiser Permanente Bernard J Tyson School of Medicine, Pasadena, CA
| | - Giulia Chillemi
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
| | - Amy Alabaster
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
| | - Maqdooda Merchant
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
| | | | - Laura Ichikawa
- Kaiser Permanente Washington Health Research Institute, Seattle, WA
| | - Darios Getahun
- Department of Health Systems Science, Kaiser Permanente Bernard J Tyson School of Medicine, Pasadena, CA; Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Michael J Fassett
- Department of Obstetrics and Gynecology, Kaiser Permanente West Los Angeles Medical Center, Los Angeles, CA; Department of Clinical Science, Kaiser Permanente Bernard J Tyson School of Medicine, Pasadena, CA
| | - Jiaxiao M Shi
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Fagen Xie
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Vicki Y Chiu
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Theresa M Im
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Harpreet S Takhar
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Jinyi Wang
- Research Triangle Institute Health Solutions, Research Triangle Park, NC
| | | | - Mary E Ritchey
- Research Triangle Institute Health Solutions, Research Triangle Park, NC
| | | | | | | | | | - Xiaolei Zhou
- Research Triangle Institute Health Solutions, Research Triangle Park, NC
| | - Shannon Hunter
- Research Triangle Institute Health Solutions, Research Triangle Park, NC
| | - Mary S Anthony
- Research Triangle Institute Health Solutions, Research Triangle Park, NC
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11
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Getahun D, Fassett MJ, Gatz J, Armstrong MA, Peipert JF, Raine-Bennett T, Reed SD, Zhou X, Schoendorf J, Postlethwaite D, Shi JM, Saltus CW, Wang J, Xie F, Chiu VY, Merchant M, Alabaster A, Ichikawa LE, Hunter S, Im TM, Takhar HS, Ritchey ME, Chillemi G, Pisa F, Asiimwe A, Anthony MS. Association between menorrhagia and risk of intrauterine device-related uterine perforation and device expulsion: results from the Association of Uterine Perforation and Expulsion of Intrauterine Device study. Am J Obstet Gynecol 2022; 227:59.e1-59.e9. [PMID: 35292234 DOI: 10.1016/j.ajog.2022.03.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 01/31/2022] [Accepted: 03/06/2022] [Indexed: 11/01/2022]
Abstract
BACKGROUND Intrauterine devices are effective instruments for contraception, and 1 levonorgestrel-releasing device is also indicated for the treatment of heavy menstrual bleeding (menorrhagia). OBJECTIVE To compare the incidence of intrauterine device expulsion and uterine perforation in women with and without a diagnosis of menorrhagia within the first 12 months before device insertion STUDY DESIGN: This was a retrospective cohort study conducted in 3 integrated healthcare systems (Kaiser Permanente Northern California, Southern California, and Washington) and a healthcare information exchange (Regenstrief Institute) in the United States using electronic health records. Nonpostpartum women aged ≤50 years with intrauterine device (eg, levonorgestrel or copper) insertions from 2001 to 2018 and without a delivery in the previous 12 months were studied in this analysis. Recent menorrhagia diagnosis (ie, recorded ≤12 months before insertion) was ascertained from the International Classification of Diseases, Ninth and Tenth Revision, Clinical Modification codes. The study outcomes, viz, device expulsion and device-related uterine perforation (complete or partial), were ascertained from electronic medical records and validated in the data sources. The cumulative incidence and crude incidence rates with 95% confidence intervals were estimated. Cox proportional hazards models estimated the crude and adjusted hazard ratios using propensity score overlap weighting (13-16 variables) and 95% confidence intervals. RESULTS Among 228,834 nonpostpartum women, the mean age was 33.1 years, 44.4% of them were White, and 31,600 (13.8%) had a recent menorrhagia diagnosis. Most women had a levonorgestrel-releasing device (96.4% of those with and 78.2% of those without a menorrhagia diagnosis). Women with a menorrhagia diagnosis were likely to be older, obese, and have dysmenorrhea or fibroids. Women with a menorrhagia diagnosis had a higher intrauterine device-expulsion rate (40.01 vs 10.92 per 1000 person-years) than those without, especially evident in the first few months after insertion. Women with a menorrhagia diagnosis had a higher cumulative incidence (95% confidence interval) of expulsion (7.00% [6.70-7.32] at 1 year and 12.03% [11.52-12.55] at 5 years) vs those without (1.77% [1.70-1.84] at 1 year and 3.69% [3.56-3.83] at 5 years). The risk of expulsion was increased for women with a menorrhagia diagnosis vs for those without (adjusted hazard ratio, 2.84 [95% confidence interval, 2.66-3.03]). The perforation rate was low overall (<1/1000 person-years) but higher in women with a diagnosis of menorrhagia vs in those without (0.98 vs 0.63 per 1000 person-years). The cumulative incidence (95% confidence interval) of uterine perforation was slightly higher for women with a menorrhagia diagnosis (0.09% [0.06-0.14] at 1 year and 0.39% [0.29-0.53] at 5 years) than those without it (0.07% [0.06-0.08] at 1 year and 0.28% [0.24-0.33] at 5 years). The risk of perforation was slightly increased in women with a menorrhagia diagnosis vs in those without (adjusted hazard ratio, 1.53; 95% confidence interval, 1.10-2.13). CONCLUSION The risk of expulsion is significantly higher in women with a recent diagnosis of menorrhagia. Patient education and counseling regarding the potential expulsion risk is recommended at insertion. The absolute risk of perforation for women with a recent diagnosis of menorrhagia is very low. The increased expulsion and perforation rates observed are likely because of causal factors of menorrhagia.
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12
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Armstrong MA, Raine-Bennett T, Reed SD, Gatz J, Getahun D, Schoendorf J, Postlethwaite D, Fassett MJ, Peipert JF, Saltus CW, Merchant M, Alabaster A, Zhou X, Ichikawa L, Shi JM, Chiu VY, Xie F, Hunter S, Wang J, Ritchey ME, Chillemi G, Im TM, Takhar HS, Pisa F, Asiimwe A, Anthony MS. Association of the Timing of Postpartum Intrauterine Device Insertion and Breastfeeding With Risks of Intrauterine Device Expulsion. JAMA Netw Open 2022; 5:e2148474. [PMID: 35226086 PMCID: PMC8886522 DOI: 10.1001/jamanetworkopen.2021.48474] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
IMPORTANCE Intrauterine device (IUD) expulsion increases the risk of unintended pregnancy; how timing of postpartum IUD insertion and breastfeeding are associated with risk of expulsion is relevant to the benefit-risk profile. OBJECTIVE To evaluate the association of postpartum timing of IUD insertion and breastfeeding status with incidence and risk of IUD expulsion. DESIGN, SETTING, AND PARTICIPANTS The Association of Perforation and Expulsion of Intrauterine Devices (APEX-IUD) cohort study included women aged 50 years or younger with an IUD insertion between 2001 and 2018. The breastfeeding analysis focused on a subcohort of women at 52 or fewer weeks post partum with known breastfeeding status. The study was conducted using data from electronic health records (EHRs) at 4 research sites with access to EHR: 3 Kaiser Permanente sites (Northern California, Southern California, Washington) and the Regenstrief Institute (Indiana). Data analysis was conducted from June to November 2019. EXPOSURES Timing of IUD insertion post partum was categorized into discrete time periods: 0 to 3 days, 4 days to 6 or fewer weeks, more than 6 weeks to 14 or fewer weeks, more than 14 weeks to 52 or fewer weeks, and non-post partum (>52 weeks or no evidence of delivery). Breastfeeding status at the time of insertion was determined from clinical records, diagnostic codes, or questionnaires from well-baby visits. MAIN OUTCOMES AND MEASURES Incidence rates and adjusted hazard ratios (aHRs) were estimated using propensity scores to adjust for confounding. RESULTS The full cohort included 326 658 women (mean [SD] age, 32.0 [8.3] years; 38 911 [11.9%] Asian or Pacific Islander; 696 [0.2%] Hispanic Black; 56 180 [17.2%] Hispanic other; 42 501 [13.0%] Hispanic White; 28 323 [8.7%] non-Hispanic Black; 137 102 [42.0%] non-Hispanic White), and the subcohort included 94 817 women. Most IUDs were levonorgestrel-releasing (259 234 [79.4%]). There were 8943 expulsions. The 5-year cumulative incidence of IUD expulsion was highest for insertions 0 to 3 days post partum (10.73%; 95% CI, 9.12%-12.61%) and lowest for insertions more than 6 weeks to 14 or fewer weeks post partum (3.18%; 95% CI, 2.95%-3.42%). Adjusted HRs using women with non-post partum IUD insertion as the referent were 5.34 (95% CI, 4.47-6.39) for those with postpartum insertion at 0 to 3 days; 1.22 (95% CI, 1.05-1.41) for those with postpartum insertion at 4 days to 6 or fewer weeks; 1.06 (95% CI, 0.95-1.18) for those with postpartum insertion at more than 6 to 14 or fewer weeks; and 1.43 (95% CI, 1.29-1.60) for those with postpartum insertion at more than 14 to 52 or fewer weeks. In the subcohort, 5-year cumulative incidence was 3.49% (95% CI, 3.25%-3.73%) for breastfeeding women and 4.57% (95% CI, 4.22%-4.95%) for nonbreastfeeding women; the adjusted HR for breastfeeding vs not breastfeeding was 0.71 (95% CI, 0.64-0.78). CONCLUSIONS AND RELEVANCE In this study of real-world data, IUD expulsion was rare but more common with immediate postpartum insertion. Breastfeeding was associated with lower expulsion risk.
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Affiliation(s)
| | - Tina Raine-Bennett
- Division of Research, Kaiser Permanente Northern California, Oakland
- Department of Health Systems Science, the Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | | | | | - Darios Getahun
- Department of Health Systems Science, the Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | | | | | - Michael J. Fassett
- Department of Obstetrics & Gynecology, Kaiser Permanente West Los Angeles Medical Center, Los Angeles, California
- Department of Clinical Science, the Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | | | | | - Maqdooda Merchant
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Amy Alabaster
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Xiaolei Zhou
- RTI Health Solutions, Research Triangle Park, North Carolina
| | - Laura Ichikawa
- Kaiser Permanente Washington Health Research Institute, Seattle
| | - Jiaxiao M. Shi
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Vicki Y. Chiu
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Fagen Xie
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Shannon Hunter
- RTI Health Solutions, Research Triangle Park, North Carolina
| | - Jinyi Wang
- RTI Health Solutions, Research Triangle Park, North Carolina
| | - Mary E. Ritchey
- RTI Health Solutions, Research Triangle Park, North Carolina
| | - Giulia Chillemi
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Theresa M. Im
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Harpreet S. Takhar
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | | | | | - Mary S. Anthony
- RTI Health Solutions, Research Triangle Park, North Carolina
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Bruxvoort KJ, Sy LS, Qian L, Ackerson BK, Luo Y, Lee GS, Tian Y, Florea A, Takhar HS, Tubert JE, Talarico CA, Tseng HF. Real-world effectiveness of the mRNA-1273 vaccine against COVID-19: Interim results from a prospective observational cohort study. Lancet Reg Health Am 2022; 6:100134. [PMID: 34849505 PMCID: PMC8614600 DOI: 10.1016/j.lana.2021.100134] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [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] [Indexed: 11/25/2022]
Abstract
Background Phase 3 trials found mRNA-1273 was highly effective in preventing COVID-19. We conducted a prospective cohort study at Kaiser Permanente Southern California (KPSC) to determine the real-world vaccine effectiveness (VE) of mRNA-1273 in preventing COVID-19 infection and severe disease. Methods For this planned interim analysis, individuals aged ≥18 years receiving 2 doses of mRNA-1273 ≥24 days apart (18/12/2020-31/03/2021) were 1:1 matched to randomly selected unvaccinated individuals by age, sex, and race/ethnicity, with follow-up through 30/06/2021. Outcomes were COVID-19 infection (SARS-CoV-2 positive molecular test or COVID-19 diagnosis code) or severe disease (COVID-19 hospitalization and COVID-19 hospital death). Adjusted hazard ratios (aHR) and confidence intervals (CI) for COVID-19 outcomes comparing vaccinated and unvaccinated individuals were estimated by Cox proportional hazards models accounting for multiple comparisons. Adjusted VE was calculated as (1-aHR)x100. Whole genome sequencing was performed on SARS-CoV-2 positive specimens from the KPSC population. Findings This analysis included 352,878 recipients of 2 doses of mRNA-1273 matched to 352,878 unvaccinated individuals. VE (99·3% CI) against COVID-19 infection was 87·4% (84·8–89·6%). VE against COVID-19 hospitalization and hospital death was 95·8% (90·7–98·1%) and 97·9% (66·9-99·9%), respectively. VE was higher against symptomatic (88·3% [98·3% CI: 86·1–90·2%]) than asymptomatic COVID-19 (72·7% [53·4–84·0%]), but was generally similar across age, sex, and racial/ethnic subgroups. VE among individuals with history of COVID-19 ranged from 8·2–33·6%. The most prevalent variants were Alpha (41·6%), Epsilon (17·5%), Delta (11·5%), and Gamma (9·1%), with Delta increasing to 54·0% of variants by June 2021. Interpretation These interim results provide reassuring evidence of the VE of 2 doses of mRNA-1273 across age, sex, and racial/ethnic subgroups, and against asymptomatic and symptomatic COVID-19, and severe COVID-19 outcomes. Among individuals with history of COVID-19, mRNA-1273 vaccination may offer added protection beyond immunity acquired from prior infection. Longer follow-up is needed to fully evaluate VE of mRNA-1273 against emerging SARS-CoV-2 variants. Funding Moderna Inc.
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Affiliation(s)
- Katia J Bruxvoort
- Kaiser Permanente Southern California, Pasadena, CA, USA.,University of Alabama at Birmingham, Birmingham, AL, USA
| | - Lina S Sy
- Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Lei Qian
- Kaiser Permanente Southern California, Pasadena, CA, USA
| | | | - Yi Luo
- Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Gina S Lee
- Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Yun Tian
- Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Ana Florea
- Kaiser Permanente Southern California, Pasadena, CA, USA
| | | | - Julia E Tubert
- Kaiser Permanente Southern California, Pasadena, CA, USA
| | | | - Hung Fu Tseng
- Kaiser Permanente Southern California, Pasadena, CA, USA.,Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
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14
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Bruxvoort KJ, Sy LS, Qian L, Ackerson BK, Luo Y, Lee GS, Tian Y, Florea A, Aragones M, Tubert JE, Takhar HS, Ku JH, Paila YD, Talarico CA, Tseng HF. Effectiveness of mRNA-1273 against delta, mu, and other emerging variants of SARS-CoV-2: test negative case-control study. BMJ 2021; 375:e068848. [PMID: 34911691 PMCID: PMC8671836 DOI: 10.1136/bmj-2021-068848] [Citation(s) in RCA: 120] [Impact Index Per Article: 40.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/24/2021] [Indexed: 12/11/2022]
Abstract
OBJECTIVES To evaluate the effectiveness of the mRNA-1273 vaccine against SARS-CoV-2 variants and assess its effectiveness against the delta variant by time since vaccination. DESIGN Test negative case-control study. SETTING Kaiser Permanente Southern California (KPSC), an integrated healthcare system. PARTICIPANTS Adult KPSC members with a SARS-CoV-2 positive test sent for whole genome sequencing or a negative test from 1 March 2021 to 27 July 2021. INTERVENTIONS Two dose or one dose vaccination with mRNA-1273 (Moderna covid-19 vaccine) ≥14 days before specimen collection versus no covid-19 vaccination. MAIN OUTCOME MEASURES Outcomes included infection with SARS-CoV-2 and hospital admission with covid-19. In pre-specified analyses for each variant type, test positive cases were matched 1:5 to test negative controls on age, sex, race/ethnicity, and specimen collection date. Conditional logistic regression was used to compare odds of vaccination among cases versus controls, with adjustment for confounders. Vaccine effectiveness was calculated as (1-odds ratio)×100%. RESULTS The study included 8153 cases and their matched controls. Two dose vaccine effectiveness was 86.7% (95% confidence interval 84.3% to 88.7%) against infection with the delta variant, 98.4% (96.9% to 99.1%) against alpha, 90.4% (73.9% to 96.5%) against mu, 96-98% against other identified variants, and 79.9% (76.9% to 82.5%) against unidentified variants (that is, specimens that failed sequencing). Vaccine effectiveness against hospital admission with the delta variant was 97.5% (92.7% to 99.2%). Vaccine effectiveness against infection with the delta variant declined from 94.1% (90.5% to 96.3%) 14-60 days after vaccination to 80.0% (70.2% to 86.6%) 151-180 days after vaccination. Waning was less pronounced for non-delta variants. Vaccine effectiveness against delta infection was lower among people aged ≥65 years (75.2%, 59.6% to 84.8%) than those aged 18-64 years (87.9%, 85.5% to 89.9%). One dose vaccine effectiveness was 77.0% (60.7% to 86.5%) against infection with delta. CONCLUSIONS Two doses of mRNA-1273 were highly effective against all SARS-CoV-2 variants, especially against hospital admission with covid-19. However, vaccine effectiveness against infection with the delta variant moderately declined with increasing time since vaccination.
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Affiliation(s)
- Katia J Bruxvoort
- Kaiser Permanente Southern California, Pasadena, CA 91101, USA
- University of Alabama at Birmingham, Birmingham, AL 35233, USA
| | - Lina S Sy
- Kaiser Permanente Southern California, Pasadena, CA 91101, USA
| | - Lei Qian
- Kaiser Permanente Southern California, Pasadena, CA 91101, USA
| | | | - Yi Luo
- Kaiser Permanente Southern California, Pasadena, CA 91101, USA
| | - Gina S Lee
- Kaiser Permanente Southern California, Pasadena, CA 91101, USA
| | - Yun Tian
- Kaiser Permanente Southern California, Pasadena, CA 91101, USA
| | - Ana Florea
- Kaiser Permanente Southern California, Pasadena, CA 91101, USA
| | | | - Julia E Tubert
- Kaiser Permanente Southern California, Pasadena, CA 91101, USA
| | | | - Jennifer H Ku
- Kaiser Permanente Southern California, Pasadena, CA 91101, USA
| | | | | | - Hung Fu Tseng
- Kaiser Permanente Southern California, Pasadena, CA 91101, USA
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA 91101, USA
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Tartof SY, Chen LH, Tian Y, Wei R, Im T, Yu K, Rieg G, Bider-Canfield Z, Wong F, Takhar HS, Qian L. Do Inpatient Antimicrobial Stewardship Programs Help Us in the Battle Against Antimicrobial Resistance? Clin Infect Dis 2021; 73:e4454-e4462. [PMID: 32667983 PMCID: PMC8673436 DOI: 10.1093/cid/ciaa1004] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [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: 04/15/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Antibiotic stewardship programs (ASPs) have demonstrated success at reducing costs, yet there is limited quality evidence of their effectiveness in reducing infections of high-profile drug-resistant organisms. METHODS This retrospective, cohort study included all Kaiser Permanente Southern California (KPSC) members aged ≥18 years hospitalized in 9 KPSC hospitals from 1 January 2008 to 31 December 2016. We measured the impact of staggered ASP implementation on consumption of 18 ASP-targeted antibiotics using generalized linear mixed-effects models. We used multivariable generalized linear mixed-effects models to estimate the adjusted effect of an ASP on rates of infection with drug-resistant organisms. Analyses were adjusted for confounding by time, cluster effects, and patient- and hospital-level characteristics. RESULTS We included 765 111 hospitalizations (288 257 pre-ASP, 476 854 post-ASP). By defined daily dose, we found a 6.1% (-7.5% to -4.7%) overall decrease antibiotic use post-ASP; by days of therapy, we detected a 4.3% (-5.4% to -3.1%) decrease in overall use of antibiotics. The number of prescriptions increased post-ASP (1.04 [1.03-1.05]). In adjusted analyses, we detected an overall increase in vancomycin-resistant enterococci infections post-ASP (1.37 [1.10-1.69]). We did not detect a change in the rates of extended-spectrum beta-lactamase, carbapenem-resistant Enterobacteriaceae, and multidrug-resistant Pseudomonas aeruginosa infections post-ASP. CONCLUSIONS ASPs with successful reductions in consumption of targeted antibiotics may not see changes in infection rates with antibiotic-resistant organisms in the 2 to 6 years post-implementation. There are likely differing timescales for reversion to susceptibility across organisms and antibiotics, and unintended consequences from compensatory prescribing may occur.
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Affiliation(s)
- Sara Y Tartof
- Kaiser Permanente Southern California Department of Research & Evaluation, Pasadena, California, USA
| | - Lie Hong Chen
- Kaiser Permanente Southern California Department of Research & Evaluation, Pasadena, California, USA
| | - Yun Tian
- Kaiser Permanente Southern California Department of Research & Evaluation, Pasadena, California, USA
| | - Rong Wei
- Kaiser Permanente Southern California Department of Research & Evaluation, Pasadena, California, USA
| | - Theresa Im
- Kaiser Permanente Southern California Department of Research & Evaluation, Pasadena, California, USA
| | - Kalvin Yu
- Inpatient Pharmacy Department, Kaiser Permanent Fontana Medical Center, Fontana, California, USA
- Department of Infectious Diseases, Southern California Permanente Medical Group, West Hollywood, California, USA
| | - Gunter Rieg
- Inpatient Pharmacy Department, Kaiser Permanent Fontana Medical Center, Fontana, California, USA
- Department of Infectious Diseases, Southern California Permanente Medical Group, South Bay, California, USA
| | - Zoe Bider-Canfield
- Kaiser Permanente Southern California Department of Research & Evaluation, Pasadena, California, USA
| | - Frances Wong
- Inpatient Pharmacy Department, Kaiser Permanent Fontana Medical Center, Fontana, California, USA
| | - Harpreet S Takhar
- Kaiser Permanente Southern California Department of Research & Evaluation, Pasadena, California, USA
| | - Lei Qian
- Kaiser Permanente Southern California Department of Research & Evaluation, Pasadena, California, USA
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16
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Peltier MR, Fassett MJ, Arita Y, Chiu VY, Takhar HS, Getahun D. Exposure to polybrominated diphenyl ether-47 increases the risk of post-partum depression. J Matern Fetal Neonatal Med 2021; 35:8350-8354. [PMID: 34510997 DOI: 10.1080/14767058.2021.1974386] [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] [Indexed: 10/20/2022]
Abstract
INTRODUCTION Post-partum depression (PPD) affects up to 19.1% of pregnancies and is associated with increased levels of proinflammatory cytokines, inflammation, and reductions in brain-derived neurotrophic factor (BDNF). Previous work by our team suggests that environmental toxins such as polybrominated diphenyl ethers (PBDEs) enhance placental inflammation and reduce BDNF production. Nearly, 100% of studied women in California have some level of exposure to these compounds due to extensive use of the flame retardants. High levels of exposure to PBDEs has been linked to increased risk of adverse pregnancy complications associated with placental inflammation such as preterm birth and gestational diabetes but their effects on risk of PPD is unclear. OBJECTIVE To determine if PPD is associated with higher levels of PBDE-47, the most common PBDE congener in maternal plasma. METHODS PBDE-47 was quantified in first trimester plasma samples collected from a cohort of 367 asymptomatic pregnant women that were routinely screened for depressive symptoms for 1 year post-partum. Data were analyzed using general linear models and multivariable logistic regression to determine if higher levels of PBDE-47 in the first trimester are associated with development of PPD. RESULTS Women who developed PPD (n = 22) had significantly higher PBDE-47 levels in their plasma (p=.031) relative to those in which PPD was not diagnosed. Logistic regression analysis suggested that each two-fold increase in PBDE-47 concentrations increased the risk of PPD by 22% (OR = 1.22, 95% CI: 1.03, 1.47). Groups were similar regarding PTB rate, race-ethnicity, parity, child's sex, maternal pre-pregnancy obesity status, maternal age, family income, and study center. Results remained significant after adjustment for these possible confounding factors. CONCLUSIONS These results suggest that PBDE-47 exposure in the first trimester is associated with increased risk of PPD.
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Affiliation(s)
- Morgan R Peltier
- Department of Foundations of Medicine, NYU-Long Island University, Mineola, NY, USA
| | - Michael J Fassett
- Department of Obstetrics and Gynecology, West Los Angeles Medical Center, Kaiser-Permanente Southern California, Pasadena, CA, USA
| | - Yuko Arita
- Department of Foundations of Medicine, NYU-Long Island University, Mineola, NY, USA
| | - Vicki Y Chiu
- Department of Research and Evaluation, Kaiser-Permanente Southern California, Pasadena, CA, USA
| | - Harpreet S Takhar
- Department of Research and Evaluation, Kaiser-Permanente Southern California, Pasadena, CA, USA
| | - Darios Getahun
- Department of Research and Evaluation, Kaiser-Permanente Southern California, Pasadena, CA, USA.,Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
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17
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Getahun D, Fassett MJ, Xiang AH, Chiu VY, Takhar HS, Shaw SF, Peltier MR. The Effect of Neonatal Sepsis on Risk of Autism Diagnosis. Am J Perinatol 2021; 40:858-866. [PMID: 34225371 DOI: 10.1055/s-0041-1731648] [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] [Indexed: 10/20/2022]
Abstract
OBJECTIVE The study aimed to examine the association between neonatal sepsis and autism risk among children and whether the risk varied with the timing of exposure, child's sex, and race/ethnicity. STUDY DESIGN We conducted a retrospective cohort study using electronic health records (EHR) extracted from Kaiser Permanente Southern California Health Care System. Mother-child dyads were constructed by linking records of children born to member mothers and continuing to receive care through the system during the follow-up period with those of their biological mothers (n = 469,789). Clinical health records were used to define neonatal sepsis. Diagnosis of autism was made by medical specialists. Potential confounders included maternal sociodemographic factors, obstetrical history, child's age, sex, race/ethnicity, and maternal and child medical history. Incident rates and adjusted hazard ratios (aHR) were used to estimate the associations. RESULTS Compared with children without the diagnosis of autism, children with the condition were more likely to be from Asian/Pacific Islander descent and male sex. Exposed children showed higher rates of autism as compared with unexposed children (3.43 vs. 1.73 per 1,000 person-years, aHR: 1.67-95% confidence interval [CI]: 1.39-2.00). Both preterm (aHR: 1.47; 95% CI: 1.09-1.98) and term (aHR: 1.63; 95% CI: 1.29-2.06) births were associated with increased risk for autism. Although the magnitude of the HRs and incidence ratios for neonatal sepsis to increase autism risk varied between race ethnicities, neonatal sepsis was associated with significantly increased likelihood of autism diagnosis for all race-ethic groups except for Asian/Pacific Islanders. Although neonatal sepsis was associated with significantly increased autism risk for both boys and girls, incident rates and HR point estimates suggested that the effect may be stronger in girls. CONCLUSION Neonatal sepsis is associated with increased risk of autism diagnosis in preterm- and term-born children. The association was significant for both girls and boys and all race ethnicities except for Asian-Pacific Islanders. KEY POINTS · Neonatal sepsis is associated with increased risk of autism diagnosis.. · The association was significant in preterm- and term-born children.. · The association was significant for all race/ethnicities except for Asian-Pacific Islanders..
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Affiliation(s)
- Darios Getahun
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California.,Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | - Michael J Fassett
- Department of Obstetrics and Gynecology, Kaiser Permanente West Los Angeles Medical Center, Los Angeles, California.,Department of Clinical Sciences, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | - Anny H Xiang
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Vicki Y Chiu
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Harpreet S Takhar
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Sally F Shaw
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Morgan R Peltier
- Department of Foundations of Medicine, NYU-Long Island School of Medicine, Mineola, New York
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18
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Anthony MS, Reed SD, Armstrong MA, Getahun D, Gatz JL, Saltus CW, Zhou X, Schoendorf J, Postlethwaite DA, Raine-Bennett T, Fassett MJ, Peipert JF, Ritchey ME, Ichikawa LE, Lynen R, Alabaster AL, Merchant M, Chiu VY, Shi JM, Xie F, Hui SL, Wang J, Hunter S, Bartsch J, Frenz AK, Chillemi G, Im TM, Takhar HS, Asiimwe A. Design of the Association of Uterine Perforation and Expulsion of Intrauterine Device study: a multisite retrospective cohort study. Am J Obstet Gynecol 2021; 224:599.e1-599.e18. [PMID: 33460585 DOI: 10.1016/j.ajog.2021.01.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [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: 09/07/2020] [Revised: 01/06/2021] [Accepted: 01/11/2021] [Indexed: 11/19/2022]
Abstract
BACKGROUND Intrauterine devices are effective and safe, long-acting reversible contraceptives, but the risk of uterine perforation occurs with an estimated incidence of 1 to 2 per 1000 insertions. The European Active Surveillance Study for Intrauterine Devices, a European prospective observational study that enrolled 61,448 participants (2006-2012), found that women breastfeeding at the time of device insertion or with the device inserted at ≤36 weeks after delivery had a higher risk of uterine perforation. The Association of Uterine Perforation and Expulsion of Intrauterine Device (APEX-IUD) study was a Food and Drug Administration-mandated study designed to reflect current United States clinical practice. The aims of the APEX-IUD study were to evaluate the risk of intrauterine device-related uterine perforation and device expulsion among women who were breastfeeding or within 12 months after delivery at insertion. OBJECTIVE We aimed to describe the APEX-IUD study design, methodology, and analytical plan and present population characteristics, size of risk factor groups, and duration of follow-up. STUDY DESIGN APEX-IUD study was a retrospective cohort study conducted in 4 organizations with access to electronic health records: Kaiser Permanente Northern California, Kaiser Permanente Southern California, Kaiser Permanente Washington, and Regenstrief Institute in Indiana. Variables were identified through structured data (eg, diagnostic, procedural, medication codes) and unstructured data (eg, clinical notes) via natural language processing. Outcomes include uterine perforation and device expulsion; potential risk factors were breastfeeding at insertion, postpartum timing of insertion, device type, and menorrhagia diagnosis in the year before insertion. Covariates include demographic characteristics, clinical characteristics, and procedure-related variables, such as difficult insertion. The first potential date of inclusion for eligible women varies by research site (from January 1, 2001 to January 1, 2010). Follow-up begins at insertion and ends at first occurrence of an outcome of interest, a censoring event (device removal or reinsertion, pregnancy, hysterectomy, sterilization, device expiration, death, disenrollment, last clinical encounter), or end of the study period (June 30, 2018). Comparisons of levels of exposure variables were made using Cox regression models with confounding adjusted by propensity score weighting using overlap weights. RESULTS The study population includes 326,658 women with at least 1 device insertion during the study period (Kaiser Permanente Northern California, 161,442; Kaiser Permanente Southern California, 123,214; Kaiser Permanente Washington, 20,526; Regenstrief Institute, 21,476). The median duration of continuous enrollment was 90 (site medians 74-177) months. The mean age was 32 years, and the population was racially and ethnically diverse across the 4 sites. The mean body mass index was 28.5 kg/m2, and of the women included in the study, 10.0% had menorrhagia ≤12 months before insertion, 5.3% had uterine fibroids, and 10% were recent smokers; furthermore, among these women, 79.4% had levonorgestrel-releasing devices, and 19.5% had copper devices. Across sites, 97,824 women had an intrauterine device insertion at ≤52 weeks after delivery, of which 94,817 women (97%) had breastfeeding status at insertion determined; in addition, 228,834 women had intrauterine device insertion at >52 weeks after delivery or no evidence of a delivery in their health record. CONCLUSION Combining retrospective data from multiple sites allowed for a large and diverse study population. Collaboration with clinicians in the study design and validation of outcomes ensured that the APEX-IUD study results reflect current United States clinical practice. Results from this study will provide valuable information based on real-world evidence about risk factors for intrauterine devices perforation and expulsion for clinicians.
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Affiliation(s)
| | - Susan D Reed
- Kaiser Permanente Washington, Seattle, WA; University of Washington, Seattle, WA
| | | | | | | | | | - Xiaolei Zhou
- RTI Health Solutions, Research Triangle Park, NC
| | | | | | | | | | - Jeffrey F Peipert
- Regenstrief Institute, Indianapolis, IN; Indiana University, Indianapolis, IN
| | | | | | | | | | | | - Vicki Y Chiu
- Kaiser Permanente Southern California, Pasadena, CA
| | | | - Fagen Xie
- Kaiser Permanente Southern California, Pasadena, CA
| | - Siu L Hui
- Regenstrief Institute, Indianapolis, IN
| | - Jinyi Wang
- RTI Health Solutions, Research Triangle Park, NC
| | | | | | | | | | - Theresa M Im
- Kaiser Permanente Southern California, Pasadena, CA
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19
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Peltier MR, Fassett MJ, Arita Y, Chiu VY, Shi JM, Takhar HS, Mahfuz A, Garcia GS, Menon R, Getahun D. Women with high plasma levels of PBDE-47 are at increased risk of preterm birth. J Perinat Med 2021; 49:439-447. [PMID: 33554574 DOI: 10.1515/jpm-2020-0349] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Accepted: 12/10/2020] [Indexed: 12/30/2022]
Abstract
OBJECTIVES Nearly 100% of North American women have detectable levels of flame retardants such as polybrominated diphenyl ethers (PBDEs) in their plasma. These molecules have structural homology to thyroid hormones and may function as endocrine disruptors. Thyroid dysfunction has previously been associated with increased risk for preterm birth. Therefore, we conducted a multi-center, case-cohort study to evaluate if high plasma concentrations of a common PBDE congener in the first trimester increases the risk of preterm birth and its subtypes. METHODS Pregnant women were recruited at the onset of initiation of prenatal care at Kaiser-Permanente Southern California (KPSC)-West Los Angeles and KPSC-San Diego medical centers. Plasma samples from women whose pregnancies ended preterm and random subset of those delivering at term were assayed for PBDE-47 and thyroid-stimulating hormone (TSH) by immunoassay. Quartile cutoffs were calculated for the patients at term and used to determine if women with exposures in the 4th quartile are at increased risk for preterm birth using logistic regression. RESULTS We found that high concentrations of PBDE-47 in the first trimester significantly increased the odds of both indicated (adjusted odds ratio, adjOR=2.35, 95% confidence interval [CI]: 1.31, 4.21) and spontaneous (adjOR=1.76, 95% CI: 1.02, 3.03) preterm birth. Regardless of pregnancy outcome, TSH concentrations did not differ between women with high and low concentrations of PBDE-47. CONCLUSIONS These results suggest that high plasma concentrations of PBDE-47 in the first trimester, increases the risk of indicated and spontaneous preterm birth.
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Affiliation(s)
- Morgan R Peltier
- Department of Foundations of Medicine, NYU-Long Island School of Medicine, Mineola, NY, USA.,Department of Obstetrics and Gynecology, NYU-Long Island School of Medicine, Mineola, NY, USA
| | - Michael J Fassett
- Department of Obstetrics and Gynecology, Kaiser-Permanente West Los Angeles Medical Center, Los Angeles, CA, USA
| | - Yuko Arita
- Department of Foundations of Medicine, NYU-Long Island School of Medicine, Mineola, NY, USA
| | - Vicki Y Chiu
- Department of Research and Evaluation, Kaiser-Permanente Southern California, Pasadena, CA, USA
| | - Jiaxiao M Shi
- Department of Research and Evaluation, Kaiser-Permanente Southern California, Pasadena, CA, USA
| | - Harpreet S Takhar
- Department of Research and Evaluation, Kaiser-Permanente Southern California, Pasadena, CA, USA
| | - Ali Mahfuz
- Department of Foundations of Medicine, NYU-Long Island School of Medicine, Mineola, NY, USA
| | - Gildy S Garcia
- Department of Research and Evaluation, Kaiser-Permanente Southern California, Pasadena, CA, USA
| | - Ramkumar Menon
- Department of Obstetrics and Gynecology, School of Medicine, The University of Texas Medical Branch-Galveston, Galveston, TX, USA
| | - Darios Getahun
- Department of Research and Evaluation, Kaiser-Permanente Southern California, Pasadena, CA, USA.,Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
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20
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Getahun D, Fassett MJ, Jacobsen SJ, Xiang AH, Takhar HS, Wing DA, Peltier MR. Autism Spectrum Disorders in Children Exposed in Utero to Hyperemesis Gravidarum. Am J Perinatol 2021; 38:265-272. [PMID: 31581303 DOI: 10.1055/s-0039-1696670] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [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: 12/22/2022]
Abstract
OBJECTIVE This study aimed to determine if hyperemesis gravidarum (HG) is associated with autism spectrum disorder (ASD) risk, and how this association is influenced by race, ethnicity, sex, exposure timing, and medication used to treat it. STUDY DESIGN This is a retrospective cohort study using records from 469,789 mother-child pairs who delivered at Kaiser Permanente Southern California (KPSC) hospital (1991-2014). Singleton-born children were followed longitudinally from 2 to 17 years of age. Clinical records were used to determine the diagnosis of HG and specialist-confirmed diagnosis of ASD. RESULTS Children exposed to HG in-utero had higher rates of ASD than unexposed children (2.87 vs. 1.71/1,000 person-years; adjusted hazard ratio [adj.HR]: 1.53; 95% confidence interval [CI]: 1.37-1.70). Children exposed at first and second trimester of pregnancies were more likely to develop ASD; 1.58-fold (95% CI: 1.40-1.79), and 1.36-fold (95% CI: 1.05-1.75), respectively, compared with unexposed children. HG was associated with ASD for boys (adj.HR: 1.50; 95% CI: 1.33-1.70) and girls (adj.HR: 1.62; 95% CI: 1.28-2.05). HG was significantly associated with ASD risk in white and Hispanic children. The medications used to treat HG did not contribute to ASD risk. CONCLUSION HG diagnosis is associated with ASD risk and may be helpful in identifying at-risk children who could benefit from enhanced surveillance and earlier diagnosis and intervention.
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Affiliation(s)
- Darios Getahun
- Department of Research and Evaluation, Kaiser Permanente, Southern California, Pasadena.,Department of Obstetrics, Gynecology, and Reproductive Sciences, Rutgers-Robert Wood Johnson Medical School, New Brunswick, New Jersey
| | - Michael J Fassett
- Department of Obstetrics and Gynecology, Kaiser Permanente West Los Angeles Medical Center, Los Angeles, California
| | - Steven J Jacobsen
- Department of Research and Evaluation, Kaiser Permanente, Southern California, Pasadena
| | - Anny H Xiang
- Department of Research and Evaluation, Kaiser Permanente, Southern California, Pasadena
| | - Harpreet S Takhar
- Department of Research and Evaluation, Kaiser Permanente, Southern California, Pasadena
| | - Deborah A Wing
- Department of Obstetrics and Gynecology, University of California, Irvine, California.,Korn Ferry, Los Angeles, California
| | - Morgan R Peltier
- Department of Obstetrics and Gynecology, Winthrop University Hospital Research Institute, Winthrop University Hospital, Mineola, New York.,Department of Obstetrics and Gynecology, Winthrop University Hospital, Mineola, New York
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21
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Lawrence JM, Slezak JM, Quesenberry C, Li X, Yu L, Rewers M, Alexander JG, Takhar HS, Sridhar S, Albright A, Rolka DB, Saydah S, Imperatore G, Ferrara A. Incidence and predictors of type 1 diabetes among younger adults aged 20-45 years: The diabetes in young adults (DiYA) study. Diabetes Res Clin Pract 2021; 171:108624. [PMID: 33338552 PMCID: PMC10116767 DOI: 10.1016/j.diabres.2020.108624] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [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: 07/29/2020] [Revised: 11/17/2020] [Accepted: 12/09/2020] [Indexed: 12/15/2022]
Abstract
AIMS To estimate incidence of type 1 diabetes (T1D) and to develop a T1D prediction model among young adults. METHODS Adults 20-45 years newly-diagnosed with diabetes in 2017 were identified within Kaiser Permanente's healthcare systems in California and invited for diabetes autoantibody (DAA) testing. Multiple imputation was conducted to assign missing DAA status. The primary outcome for incidence rates (IR) and the prediction model was T1D defined by ≥1 positive DAA. RESULTS Among 2,347,989 persons at risk, 7862 developed diabetes, 2063 had DAA measured, and 166 (8.0%) had ≥1 positive DAA. T1D IR (95% CI) per 100,000 person-years was 15.2 (10.2-20.1) for ages 20-29 and 38.2 (28.6-47.8) for ages 30-44 years. The age-standardized IRs were 32.5 (22.2-42.8) for men and 27.2 (21.0-34.5) for women. The age/sex-standardized IRs were 30.1 (23.5-36.8) overall; 41.4 (25.3-57.5) for Hispanics, 37.0 (11.6-62.4) for Blacks, 21.4 (14.3-28.6) for non-Hispanic Whites, and 19.4 (8.5-30.2) for Asians. Predictors of T1D among cases included female sex, younger age, lower BMI, insulin use and having T1D based on diagnostic codes. CONCLUSIONS T1D may account for up to 8% of incident diabetes cases among young adults. Follow-up is needed to establish the clinical course of patients with one DAA at diagnosis.
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Affiliation(s)
- Jean M Lawrence
- Department of Research & Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles Ave, 2(nd) floor, Pasadena, CA 91101, USA.
| | - Jeff M Slezak
- Department of Research & Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles Ave, 2(nd) floor, Pasadena, CA 91101, USA
| | - Charles Quesenberry
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA 94612, USA
| | - Xia Li
- Department of Research & Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles Ave, 2(nd) floor, Pasadena, CA 91101, USA
| | - Liping Yu
- Barbara Davis Center for Diabetes, School of Medicine, University of Colorado, 1775 Aurora Ct, B140, Aurora, CO 80045, USA
| | - Marian Rewers
- Barbara Davis Center for Diabetes, School of Medicine, University of Colorado, 1775 Aurora Ct, B140, Aurora, CO 80045, USA
| | - Janet G Alexander
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA 94612, USA
| | - Harpreet S Takhar
- Department of Research & Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles Ave, 2(nd) floor, Pasadena, CA 91101, USA
| | - Sneha Sridhar
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA 94612, USA
| | - Ann Albright
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, 4770 Buford Highway, NE MS-F-73, Atlanta, GA 30341, USA
| | - Deborah B Rolka
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, 4770 Buford Highway, NE MS-F-73, Atlanta, GA 30341, USA
| | - Sharon Saydah
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion Centers for Disease Control and Prevention, 3311 Toledo Rd Hyattsville, MD 20782, USA
| | - Giuseppina Imperatore
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, 4770 Buford Highway, NE MS-F-73, Atlanta, GA 30341, USA
| | - Assiamira Ferrara
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA 94612, USA
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22
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Getahun D, Shi JM, Chandra M, Fassett MJ, Alexeeff S, Im TM, Chiu VY, Armstrong MA, Xie F, Stern J, Takhar HS, Asiimwe A, Raine-Bennett T. Identifying Ectopic Pregnancy in a Large Integrated Health Care Delivery System: Algorithm Validation. JMIR Med Inform 2020; 8:e18559. [PMID: 33141678 PMCID: PMC7735905 DOI: 10.2196/18559] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [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: 03/04/2020] [Revised: 07/23/2020] [Accepted: 10/30/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Surveillance of ectopic pregnancy (EP) using electronic databases is important. To our knowledge, no published study has assessed the validity of EP case ascertainment using electronic health records. OBJECTIVE We aimed to assess the validity of an enhanced version of a previously validated algorithm, which used a combination of encounters with EP-related diagnostic/procedure codes and methotrexate injections. METHODS Medical records of 500 women aged 15-44 years with membership at Kaiser Permanente Southern and Northern California between 2009 and 2018 and a potential EP were randomly selected for chart review, and true cases were identified. The enhanced algorithm included diagnostic/procedure codes from the International Classification of Diseases, Tenth Revision, used telephone appointment visits, and excluded cases with only abdominal EP diagnosis codes. The sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and overall performance (Youden index and F-score) of the algorithm were evaluated and compared to the validated algorithm. RESULTS There were 334 true positive and 166 true negative EP cases with available records. True positive and true negative EP cases did not differ significantly according to maternal age, race/ethnicity, and smoking status. EP cases with only one encounter and non-tubal EPs were more likely to be misclassified. The sensitivity, specificity, PPV, and NPV of the enhanced algorithm for EP were 97.6%, 84.9%, 92.9%, and 94.6%, respectively. The Youden index and F-score were 82.5% and 95.2%, respectively. The sensitivity and NPV were lower for the previously published algorithm at 94.3% and 88.1%, respectively. The sensitivity of surgical procedure codes from electronic chart abstraction to correctly identify surgical management was 91.9%. The overall accuracy, defined as the percentage of EP cases with correct management (surgical, medical, and unclassified) identified by electronic chart abstraction, was 92.3%. CONCLUSIONS The performance of the enhanced algorithm for EP case ascertainment in integrated health care databases is adequate to allow for use in future epidemiological studies. Use of this algorithm will likely result in better capture of true EP cases than the previously validated algorithm.
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Affiliation(s)
- Darios Getahun
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States.,Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, United States
| | - Jiaxiao M Shi
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - Malini Chandra
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, United States
| | - Michael J Fassett
- Department of Obstetrics and Gynecology, Kaiser Permanente West Los Angeles Medical Center, Los Angeles, CA, United States
| | - Stacey Alexeeff
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, United States
| | - Theresa M Im
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - Vicki Y Chiu
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - Mary Anne Armstrong
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, United States
| | - Fagen Xie
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - Julie Stern
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - Harpreet S Takhar
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | | | - Tina Raine-Bennett
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, United States.,Division of Research, Kaiser Permanente Northern California, Oakland, CA, United States
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23
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Zeiger RS, Schatz M, Hong B, Li Q, Stern JA, Takhar HS, Weaver JP, Bali V, Schelfhout J, Chen W. Patient-Reported Burden of Chronic Cough in a Managed Care Organization. J Allergy Clin Immunol Pract 2020; 9:1624-1637.e10. [PMID: 33227523 DOI: 10.1016/j.jaip.2020.11.018] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 11/04/2020] [Accepted: 11/08/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND The burden of chronic cough (CC) requires better understanding. OBJECTIVE To determine the severity, health status, and health care resource utilization among patients with CC identified by electronic health records on 2 visits separated by ≥1 year. METHODS Information on cough-related burden was collected through survey from patients with CC, including validated questionnaires (the cough health status Leicester Cough Questionnaire [LCQ], the cough hypersensitivity Hull Airway Reflux Questionnaire [HARQ], and the Cough Quality of Life Questionnaire [CQLQ]), CC-associated respiratory and gastrointestinal comorbidities, and treatment responses. Spearman correlation coefficients were reported to examine the associations among the LCQ, HARQ, and CQLQ. Patient demographics and patient-reported CC features were compared between males and females, and among ethnic groups using Robust Poisson regression models. RESULTS The survey was completed by 565 patients who were 64.8 ± 12.6 years, 75.8% female, and 60.4% white. CC duration was 8.6 ± 10.5 years with an average weekly severity of 5.3 ± 2.3 (maximum 10). The LCQ score was 11.3 ± 3.9 (maximum 21). The HARQ score was 33.3 ± 13.6 (normal ≤13). The CQLQ score was 56.9 ± 17.5 (maximum 112, worse with higher scores). The Spearman rank correlations were high between the LCQ and HARQ (-0.65), the LCQ and CQLQ (-0.80), and the HARQ and CQLQ (0.69). Patients with CC-associated respiratory and gastrointestinal comorbidities generally showed similar results regarding the above questionnaires. Treatment responses were suboptimal. Women compared with men and non-whites compared with whites reported significantly worse cough severity and poorer LCQ, HARQ, and CQLQ scores. CONCLUSIONS CC is self-reported as a burdensome condition, particularly in women and non-white minorities, which markedly affects daily living with inadequate response to treatments.
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Affiliation(s)
- Robert S Zeiger
- Department of Allergy, Kaiser Permanente Southern California, San Diego, Calif; Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, Calif.
| | - Michael Schatz
- Department of Allergy, Kaiser Permanente Southern California, San Diego, Calif
| | - Benjamin Hong
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, Calif
| | - Qiaowu Li
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, Calif
| | - Julie A Stern
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, Calif
| | - Harpreet S Takhar
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, Calif
| | - Jessica P Weaver
- Center for Observational and Real-World Evidence (CORE), Merck & Co., Inc., Kenilworth, NJ
| | - Vishal Bali
- Center for Observational and Real-World Evidence (CORE), Merck & Co., Inc., Kenilworth, NJ
| | - Jonathan Schelfhout
- Center for Observational and Real-World Evidence (CORE), Merck & Co., Inc., Kenilworth, NJ
| | - Wansu Chen
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, Calif
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24
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Reed SD, Saltus CW, Getahun D, Schoendorf J, Armstrong MA, Peipert JF, Raine-Bennett TR, Ritchey ME, Ichikawa LE, Zhou X, Fassett MJ, Alabaster A, Xie F, Merchant M, Chiu VY, Shi JM, Frenz AK, Im TM, Takhar HS, Lynen R, Asiimwe A, Anthony MS. MENORRHAGIA AND RISK OF INTRAUTERINE DEVICE (IUD) EXPULSION AND UTERINE PERFORATION: RESULTS FROM THE APEX IUD STUDY. Fertil Steril 2020. [DOI: 10.1016/j.fertnstert.2020.08.059] [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: 11/24/2022]
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25
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Lee S, Mey L, Szymanska AF, Takhar HS, Cuccia DJ, Mazhar A, Yu K. SFDI biomarkers provide a quantitative ulcer risk metric and can be used to predict diabetic foot ulcer onset. J Diabetes Complications 2020; 34:107624. [PMID: 32522482 DOI: 10.1016/j.jdiacomp.2020.107624] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [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: 01/24/2020] [Revised: 05/08/2020] [Accepted: 05/08/2020] [Indexed: 11/16/2022]
Abstract
AIMS Annually, up to 4% of people with diabetes present with a chronic foot ulcer. Quantitative real-time testing to identify patients at risk for ulceration can guide preventative care. Here, we assess whether a non-invasive optical imaging technique, Spatial Frequency Domain Imaging (SFDI), can identify patients at the highest risk for ulceration and predict ulcer onset. METHODS We imaged 252 subjects with diabetes at Kaiser Permanente, Southern California. SFDI derived tissue biomarkers of microcirculation were compared between subjects with and without a history of ulceration, and subjects who did or did not develop ulcers after 1 year. RESULTS Feet of subjects at the highest risk (i.e. history of ulceration) had significantly lower hemoglobin in the papillary dermis (HbT1), along with higher oxygenation (StO2) due to poor extraction. These subjects also had more homogeneous hemoglobin spread in the reticular dermis (HbT2) and tissue scattering (related to skin structure). Prediction based on HbT1 and tissue scattering identified new ulcerations and performed with sensitivity/specificity of 68.8%/64.8% and 75.0%/69.1%, respectively. CONCLUSION These results show that SFDI hemoglobin distribution and oxygenation biomarkers provide a quantitative basis for ulcer risk stratification and ulcer onset prediction.
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Affiliation(s)
- Suzette Lee
- Kaiser Permanente, Southern California Pasadena, CA, United States of America.
| | - Leann Mey
- Kaiser Permanente, Southern California Pasadena, CA, United States of America
| | | | - Harpreet S Takhar
- Kaiser Permanente, Southern California Pasadena, CA, United States of America
| | | | | | - Kalvin Yu
- Kaiser Permanente, Southern California Pasadena, CA, United States of America
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26
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Anthony MS, Armstrong MA, Getahun D, Scholes D, Gatz J, Schulze-Rath R, Postlethwaite D, Merchant M, Alabaster AL, Chillemi G, Raine-Bennett T, Xie F, Chiu VY, Im TM, Takhar HS, Fassett M, Grafton J, Cronkite D, Ichikawa L, Reed SD, Hui SL, Ritchey ME, Saltus CW, Andrews EB, Rothman KJ, Asiimwe A, Lynen R, Schoendorf J. Identification and validation of uterine perforation, intrauterine device expulsion, and breastfeeding in four health care systems with electronic health records. Clin Epidemiol 2019; 11:635-643. [PMID: 31413641 PMCID: PMC6662160 DOI: 10.2147/clep.s201044] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [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: 01/10/2019] [Accepted: 06/03/2019] [Indexed: 11/23/2022] Open
Abstract
Objective To validate algorithms identifying uterine perforations and intrauterine device (IUD) expulsions and to ascertain availability of breastfeeding status at the time of IUD insertion. Study design and setting Four health care systems with electronic health records (EHRs) participated: Kaiser Permanente Northern California (KPNC), Kaiser Permanente Southern California (KPSC), Kaiser Permanente Washington (KPWA), and Regenstrief Institute (RI). The study included women ≤50 years of age with an IUD insertion. Site-specific algorithms using structured and unstructured data were developed and a sample validated by EHR review. Positive predictive values (PPVs) of the algorithms were calculated. Breastfeeding status was assessed in a random sample of 125 women at each research site with IUD placement within 52 weeks postpartum. Results The study population included 282,028 women with 325,582 IUD insertions. The PPVs for uterine perforation were KPNC 77%, KPSC 81%, KPWA 82%, and RI 47%; PPVs for IUD expulsion were KPNC 77%, KPSC 87%, KPWA 68%, and RI 37%. Across all research sites, breastfeeding status at the time of IUD insertion was determined for 94% of those sampled. Conclusions Algorithms with a high PPV for uterine perforation and IUD expulsion were developed at 3 of the 4 research sites. Breastfeeding status at the time of IUD insertion could be determined at all research sites. Our findings suggest that a study to evaluate the associations of breastfeeding and postpartum IUD insertions with risk of uterine perforation and IUD expulsion can be successfully conducted retrospectively; however, automated application of algorithms must be supplemented with chart review for some outcomes at one research site due to low PPV.
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Affiliation(s)
| | | | - Darios Getahun
- Kaiser Permanente Southern California , Pasadena, CA, USA
| | | | | | | | | | | | | | | | | | - Fagen Xie
- Kaiser Permanente Southern California , Pasadena, CA, USA
| | - Vicki Y Chiu
- Kaiser Permanente Southern California , Pasadena, CA, USA
| | - Theresa M Im
- Kaiser Permanente Southern California , Pasadena, CA, USA
| | | | | | | | | | | | - Susan D Reed
- Kaiser Permanente Washington , Seattle, WA, USA.,University of Washington , Seattle, WA, USA
| | - Siu Lui Hui
- Regenstrief Institute , Indianapolis, IN, USA
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Getahun D, Fassett MJ, Peltier MR, Takhar HS, Shaw SF, Im TM, Chiu VY, Jacobsen SJ. Association between seasonal influenza vaccination with pre- and postnatal outcomes. Vaccine 2019; 37:1785-1791. [DOI: 10.1016/j.vaccine.2019.02.019] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2018] [Revised: 01/16/2019] [Accepted: 02/05/2019] [Indexed: 11/25/2022]
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28
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Tartof SY, Kuntz JL, Chen LH, Wei R, Puzniak L, Tian Y, Im TM, Takhar HS, Merchant S, Lodise T. Development and Assessment of Risk Scores for Carbapenem and Extensive β-Lactam Resistance Among Adult Hospitalized Patients With Pseudomonas aeruginosa Infection. JAMA Netw Open 2018; 1:e183927. [PMID: 30646267 PMCID: PMC6324445 DOI: 10.1001/jamanetworkopen.2018.3927] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [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: 11/14/2022] Open
Abstract
IMPORTANCE Treatment of patients with infections due to Pseudomonas aeruginosa has been complicated by increased antibiotic resistance rates, which contribute to delayed appropriate treatment and deleterious outcomes. OBJECTIVE To develop 2 clinical risk scores based on variables available at clinical presentation to estimate the risk of carbapenem resistance (CR) or extensive β-lactam resistance (EBR) among hospitalized, adult patients with P aeruginosa infections. DESIGN, SETTING, AND PARTICIPANTS This retrospective cohort study included adult (age, ≥18 years) members of Kaiser Permanente Southern California (KPSC) with a P aeruginosa infection during hospitalization from September 1, 2011, through August 31, 2016, who received antibiotic therapy within 2 days of the culture date. Data were analyzed from July 2, 2017, through August 15, 2018. EXPOSURES Demographic, clinical, and laboratory covariates 1 year before the index culture date were evaluated. MAIN OUTCOMES AND MEASURES Pseudomonas aeruginosa was categorized as antibiotic susceptible, CR, or EBR (nonsusceptibility to carbapenems, ceftazidime, and combined piperacillin sodium and tazobactam sodium). Patients were randomly split (1:1) into training and validation data sets. The training data set was used to develop 2 prediction models using high-performance logistic regression with variable selection by Schwarz-Bayesian criterion. The models were translated into risk scores, with risk score points equaling the weighted sums of regression coefficients from the prediction model. The patient's risk was estimated as the inverse logit of the risk score. RESULTS Of the 7775 patients with 11 502 P aeruginosa infections included in the analysis, most were male (4308 [55.4%]) and non-Hispanic white (3927 [50.5%]). The mean (SD) age was 70.3 (15.5) years. Among 11 502 P aeruginosa infections, 2324 (20.2%) were CR, 9178 (79.8%) were non-CR, 1033 (9.0%) were EBR, and 10 469 were non-EBR (91.0%). The strongest predictors of resistance in the CR and EBR models were history of CR P aeruginosa infection (odds ratios [ORs], 8.80 [95% CI, 6.74-11.49] and 5.04 [95% CI, 3.88-6.54], respectively), tracheostomy (ORs, 3.49 [95% CI, 2.92-4.16] and 3.13 [95% CI, 2.50-3.91], respectively), and carbapenem use in the prior 30 days (ORs, 4.18 [95% CI, 3.29-5.31] and 2.26 [95% CI, 1.74-2.93], respectively). The models for CR and EBR performed well, with areas under the receiver operating characteristics curve of 0.81 or greater for the training and validation data sets. CONCLUSIONS AND RELEVANCE The findings of this study suggest that parsimonious risk scores can aid physicians in appropriate treatment selection during the critical period when P aeruginosa infection is suspected but antibiotic susceptibility results are not yet available.
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Affiliation(s)
- Sara Y Tartof
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | | | - Lie H Chen
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Rong Wei
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | | | - Yun Tian
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Theresa M Im
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Harpreet S Takhar
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | | | - Thomas Lodise
- Albany College of Pharmacy and Health Sciences, Albany, New York
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Sy LS, Meyer KI, Klein NP, Chao C, Velicer C, Cheetham TC, Ackerson BK, Slezak JM, Takhar HS, Hansen J, Deosaransingh K, Liaw KL, Jacobsen SJ. Postlicensure safety surveillance of congenital anomaly and miscarriage among pregnancies exposed to quadrivalent human papillomavirus vaccine. Hum Vaccin Immunother 2017; 14:412-419. [PMID: 29140750 DOI: 10.1080/21645515.2017.1403702] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Limited safety data are available on inadvertent exposure to quadrivalent human papillomavirus vaccine (4vHPV) during pregnancy. We conducted a descriptive observational postlicensure safety surveillance study in Kaiser Permanente Southern California and Northern California to assess congenital anomaly and miscarriage among pregnancies exposed to 4vHPV. Using electronic medical records, we identified women who received a dose of 4vHPV between August 2006 and March 2008 within 30 days preconception or any time during a possible pregnancy. A broad algorithm was developed using diagnostic and procedure codes and laboratory tests to identify pregnancy, congenital anomalies, and miscarriages. Medical records of all potential congenital anomaly cases and a random sample of 100 potential miscarriage cases were reviewed to confirm pregnancy exposure and diagnosis. Results were reviewed by an independent Safety Review Committee (SRC). Among the population of 189,629 females who received at least one dose of 4vHPV during the study period, 2,678 females were identified as possibly having a 4vHPV-exposed pregnancy. Among 170 potential congenital anomalies identified, 44 (26%) were found to be both 4vHPV-exposed and confirmed congenital anomaly cases. Among the 633 potential miscarriages identified, the records of a random sample of 100 cases were reviewed, and 9 cases (9%) were confirmed as 4vHPV-exposed miscarriages. The SRC noted no safety signal for congenital anomaly or miscarriage associated with 4vHPV exposure during pregnancy. The rate of major congenital anomaly (3.6%) was in the range of background estimates from the literature. There was no apparent pattern of timing of 4vHPV exposure among 4vHPV-exposed miscarriages.
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Affiliation(s)
- Lina S Sy
- a Department of Research and Evaluation , Kaiser Permanente Southern California , Pasadena , CA , USA
| | - Kristin I Meyer
- a Department of Research and Evaluation , Kaiser Permanente Southern California , Pasadena , CA , USA
| | - Nicola P Klein
- b Kaiser Permanente Vaccine Study Center, Kaiser Permanente Northern California , Oakland , CA , USA
| | - Chun Chao
- a Department of Research and Evaluation , Kaiser Permanente Southern California , Pasadena , CA , USA
| | - Christine Velicer
- c Department of Epidemiology , Merck Research Laboratories , Upper Gwynedd , PA , USA
| | - T Craig Cheetham
- a Department of Research and Evaluation , Kaiser Permanente Southern California , Pasadena , CA , USA
| | - Bradley K Ackerson
- d Department of Pediatrics and Pediatric Infectious Diseases , Southern California Permanente Medical Group , Harbor City , CA , USA
| | - Jeff M Slezak
- a Department of Research and Evaluation , Kaiser Permanente Southern California , Pasadena , CA , USA
| | - Harpreet S Takhar
- a Department of Research and Evaluation , Kaiser Permanente Southern California , Pasadena , CA , USA
| | - John Hansen
- b Kaiser Permanente Vaccine Study Center, Kaiser Permanente Northern California , Oakland , CA , USA
| | - Kamala Deosaransingh
- b Kaiser Permanente Vaccine Study Center, Kaiser Permanente Northern California , Oakland , CA , USA
| | - Kai-Li Liaw
- c Department of Epidemiology , Merck Research Laboratories , Upper Gwynedd , PA , USA
| | - Steven J Jacobsen
- a Department of Research and Evaluation , Kaiser Permanente Southern California , Pasadena , CA , USA
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Ackerson BK, Sy LS, Slezak J, Chao CR, Hechter RC, Takhar HS, Jacobsen SJ. Unmasking in an observational vaccine safety study: Using type 2 diabetes mellitus as an example. Vaccine 2015; 33:6224-6. [PMID: 26440925 DOI: 10.1016/j.vaccine.2015.09.080] [Citation(s) in RCA: 3] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2015] [Revised: 09/18/2015] [Accepted: 09/23/2015] [Indexed: 11/29/2022]
Abstract
BACKGROUND In observational vaccine safety studies, diagnosis codes assigned prior to or on the day of vaccination (Day 0) are often excluded from analysis of safety signals since they usually represent pre-existing conditions. The limitations of this approach have been described for autoimmune conditions but not for other chronic conditions. We draw on our experience in a post-licensure quadrivalent human papillomavirus vaccine (HPV4) safety study to examine the effectiveness of exclusion of pre-existing and Day 0 diagnoses of type 2 diabetes mellitus (T2DM) in excluding prevalent T2DM. METHODS Subjects included all 117,402 females ages 9-26 years who received HPV4 August 2006-March 2008 in Kaiser Permanente Southern California. We identified potential incident T2DM cases using ICD9 code 250.xx associated with inpatient and emergency room visits during the 60 days following each HPV4 dose, excluding those with this code prior to their first HPV4 dose. Electronic medical records were reviewed to determine the dates of symptom onset, diagnostic labs, vaccine administration and T2DM diagnosis. RESULTS Of 33 potential incident T2DM cases identified using automated data, 4 (12%) were confirmed to have new onset T2DM after medical record review. Nineteen cases were excluded that did not have T2DM or had T2DM diagnosed before Day 0; nine had an abnormal fasting blood sugar (FBS) ordered on Day 0, prompting subsequent evaluation and diagnosis of T2DM; and one had elevated FBS and glucosuria prior to the first dose of HPV4 but T2DM diagnosed at a visit following vaccination. CONCLUSION These results suggest that among adolescents and young adults, the workup and subsequent diagnosis of pre-existing conditions may result from a visit at which a vaccination is administered. This "unmasking" phenomenon is not entirely eliminated by exclusion of pre-existing and Day 0 diagnoses. Medical record review should be considered in the evaluation of potential safety signals.
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Affiliation(s)
- Bradley K Ackerson
- Research and Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles Avenue, 2nd Floor, Pasadena, CA 91101, USA.
| | - Lina S Sy
- Research and Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles Avenue, 2nd Floor, Pasadena, CA 91101, USA
| | - Jeff Slezak
- Research and Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles Avenue, 2nd Floor, Pasadena, CA 91101, USA
| | - Chun R Chao
- Research and Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles Avenue, 2nd Floor, Pasadena, CA 91101, USA
| | - Rulin C Hechter
- Research and Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles Avenue, 2nd Floor, Pasadena, CA 91101, USA
| | - Harpreet S Takhar
- Research and Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles Avenue, 2nd Floor, Pasadena, CA 91101, USA
| | - Steven J Jacobsen
- Research and Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles Avenue, 2nd Floor, Pasadena, CA 91101, USA
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Lawrence JM, Black MH, Zhang JL, Slezak JM, Takhar HS, Koebnick C, Mayer-Davis EJ, Zhong VW, Dabelea D, Hamman RF, Reynolds K. Validation of pediatric diabetes case identification approaches for diagnosed cases by using information in the electronic health records of a large integrated managed health care organization. Am J Epidemiol 2014; 179:27-38. [PMID: 24100956 DOI: 10.1093/aje/kwt230] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
We explored the utility of different algorithms for diabetes case identification by using electronic health records. Inpatient and outpatient diagnosis codes, as well as data on laboratory results and dispensing of antidiabetic medications were extracted from electronic health records of Kaiser Permanente Southern California members who were less than 20 years of age in 2009. Diabetes cases were ascertained by using the SEARCH for Diabetes in Youth Study protocol and comprised the "gold standard." Sensitivity, specificity, positive and negative predictive values, accuracy, and the area under the receiver operating characteristic curve (AUC) were compared in 1,000 bootstrapped samples. Based on data from 792,992 youth, of whom 1,568 had diabetes (77.2%, type 1 diabetes; 22.2%, type 2 diabetes; 0.6%, other), case identification accuracy was highest in 75% of bootstrapped samples for those who had 1 or more outpatient diabetes diagnoses or 1 or more insulin prescriptions (sensitivity, 95.9%; positive predictive value, 95.5%; AUC, 97.9%) and in 25% of samples for those who had 2 or more outpatient diabetes diagnoses and 1 or more antidiabetic medications (sensitivity, 92.4%; positive predictive value, 98.4%; AUC, 96.2%). Having 1 or more outpatient type 1 diabetes diagnoses (International Classification of Diseases, Ninth Revision, Clinical Modification, code 250.x1 or 250.x3) had the highest accuracy (94.4%) and AUC (94.1%) for type 1 diabetes; the absence of type 1 diabetes diagnosis had the highest accuracy (93.8%) and AUC (93.6%) for identifying type 2 diabetes. Information in the electronic health records from managed health care organizations provides an efficient and cost-effective source of data for childhood diabetes surveillance.
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Abstract
There is increasing evidence of permanent sequalae from acute organophosphate poisoning. We report on accidental diazinon overexposure with acute organophosphate poisoning through cutaneous absorption and inhalation followed by persistent neurological effects. In addition, we observed skeletal and endocrine effects likely attributable to the diazinon poisoning. A family of seven was exposed to diazinon in June 1999 over a two-day period. The pesticide company mistakenly used diazinon to heavily spray the inside of the home instead of permethrin. The applicator applied the pesticide over the entire surface of the floor, carpeting, furniture, and clothing in closets to eradicate an infestation of fleas. Acute symptoms in the family members included headaches, nausea, skin irritation, runny nose, and vomiting. The family was first evaluated at 3 months and then 3 years after the acute poisoning. There were persisting neurological symptoms of memory loss, decreased concentration, irritability, and personality changes of varying degrees in all family members. Objective neurological findings of impaired balance, reaction time, color vision, slotted pegboards and trials making were present in the three older children who could be tested. Neuropsychological evaluation revealed evidence of organic brain dysfunction in all seven family members. Bone growth difficulties are present in four of five children. One child has delayed menarche.
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Affiliation(s)
- J G Dahlgren
- UCLA School of Medicine, 2811 Wilshire Blvd. Suite 510, Santa Monica, CA 90403, USA.
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