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Getahun D, Sacks DA, Shi J, Xie F, Khadka N, Chiu VY, Mensah NA, Avila CC, Yeh M, Kawatkar AA, Ruma MS, Joyce D, Fassett MJ. Management, Utilization, and Outcomes of Preterm Labor in an Integrated Health Care System. Am J Perinatol 2024. [PMID: 38714204 DOI: 10.1055/s-0044-1786545] [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: 05/09/2024]
Abstract
OBJECTIVE Fetal fibronectin (fFN) testing and transvaginal ultrasound (TVUS) are diagnostic tools used to predict impending spontaneous preterm birth (sPTB) among women presenting with preterm labor (PTL). We evaluated the association between fFN testing or TVUS cervical length (CL) measurement in predicting sPTB, respiratory distress syndrome (RDS), neonatal intensive care unit (NICU) admission, and sPTB-related costs. STUDY DESIGN We conducted a retrospective cohort study using data from the Kaiser Permanente Southern California electronic health system (January 1, 2009-December 31, 2020) using diagnostic and procedure codes, along with a natural language processing algorithm to identify pregnancies with PTL evaluations. PTL evaluation was defined as having fFN and/or TVUS assessment. Outcomes were ascertained using diagnostic, procedural, and diagnosis-related group codes. Multivariable logistic regression assessed the association between fFN and/or TVUS results and perinatal outcomes. RESULTS Compared with those without PTL evaluations, those with positive fFN tests had higher adjusted odds ratio (adj.OR) for sPTB (2.95, 95% confidence interval [CI]: 2.64, 3.29), RDS (2.34, 95% CI: 2.03, 2.69), and NICU admission (2.24, 95% CI: 2.01, 2.50). In contrast, those who tested negative had lower odds for sPTB (adj.OR: 0.75, 95% CI: 0.70, 0.79), RDS (adj.OR: 0.67, 95% CI: 0.61, 0.73), and NICU admission (adj.OR: 0.74, 95% CI: 0.70, 0.79). Among those with positive fFN results, the odds of sPTB was inversely associated with CL. Health care costs for mothers and neonates were lowest for those with fFN testing only. CONCLUSION This study demonstrates that positive fFN results were associated with an increased odds of sPTB, RDS, and NICU admission and the association with sPTB was inversely proportional to CL. Additionally, negative fFN results were associated with decreased odds of sPTB, RDS, and NICU admissions. fFN testing may predict these and other sPTB-related adverse outcomes hence its utility should be explored further. Moreover, fFN testing has some cost savings over TVUS. KEY POINTS · Patients with positive fFN tests had higher odds of sPTB, RDS, and NICU admission.. · Inverse relationship between sPTB and CL among those with positive fFN tests was observed.. · Health care costs for mothers and neonates were lowest for those with fFN testing only..
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Affiliation(s)
- Darios Getahun
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | - David A Sacks
- Department of Obstetrics and Gynecology, University of Southern California, Keck School of Medicine, Los Angeles, California
| | - Jiaxiao Shi
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Fagen Xie
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Nehaa Khadka
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Vicki Y Chiu
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Nana A Mensah
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Chantal C Avila
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Meiyu Yeh
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Aniket A Kawatkar
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Michael S Ruma
- Perinatal Associates of New Mexico, Maternal-Fetal Medicine, Albuquerque, New Mexico
- Hologic Inc., Diagnostics, San Diego, California
| | - Derek Joyce
- Hologic Inc., Diagnostics, San Diego, California
| | - Michael J Fassett
- Department of Obstetrics & Gynecology, Kaiser Permanente West Los Angeles Medical Center, Los Angeles, California
- Department of Clinical Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
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Oyelese Y, Peltier M, Donovan B, Khadka N, Chiu VY, Fassett MJ, Getahun D. Placental abruption: Incidence and risk of recurrence in subsequent pregnancies. J Obstet Gynaecol Res 2024; 50:821-827. [PMID: 38366767 DOI: 10.1111/jog.15906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 02/05/2024] [Indexed: 02/18/2024]
Abstract
AIM To estimate the incidence of abruption in first births and recurrence in the subsequent birth in patients of a large US-based integrated health care system. METHODS Retrospective population-based cohort study of patients with first two consecutive singleton births using data from the Kaiser-Permanente South California health care system who delivered over a period of 30 years (1991-2021), using longitudinally linked electronic health records. ICD-9/ICD-10 codes "641.20" and "O45.x" identified placental abruption. We calculated the incidence and rates of abruption in first and second pregnancies. We used logistic regression to estimate the adjusted odds ratios (aOR) for abruption in second pregnancies in patients with and without abruptions in their first pregnancies. RESULTS Of the 126 264 patients with first two consecutive singleton births over the period, 805 had abruptions in their first births, and 861 in their second births. Rates of abruption in first and second births were 0.63% and 0.68%, respectively. Twenty-seven patients had abruptions in both first and second births. Rates of abruption in the second birth among individuals with and without previous placental abruption were 3.35% and 0.66%, respectively, giving an approximately five-fold increased odds of abruption in a second pregnancy in individuals who had abruption in their first birth when compared with those who did not have placental abruption in their first birth (aOR: 4.95, 95% confidence interval: 3.35-7.31, p < 0.00001). Interpregnancy interval had no statistically significant association with recurrence. CONCLUSION Abruption in a first birth is associated with an approximately five-fold increased odds of abruption in a second birth.
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Affiliation(s)
- Yinka Oyelese
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Beth Israel Deaconess Medical School, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Morgan Peltier
- Department of Psychiatry and Behavioral Health, Jersey Shore University Medical Center, Neptune, New Jersey, USA
- Department of Psychiatry and Behavioral Health, Hackensack Meridian School of Medicine, Nutley, New Jersey, USA
| | - Bridget Donovan
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Beth Israel Deaconess Medical School, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Nehaa Khadka
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Vicki Y Chiu
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Michael J Fassett
- Department of Obstetrics & Gynecology, Kaiser Permanente West Los Angeles Medical Center, Los Angeles, California, USA
- Department of Clinical Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California, USA
| | - Darios Getahun
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California, USA
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Sun Y, Bhuyan R, Jiao A, Avila CC, Chiu VY, Slezak JM, Sacks DA, Molitor J, Benmarhnia T, Chen JC, Getahun D, Wu J. Association between particulate air pollution and hypertensive disorders in pregnancy: A retrospective cohort study. PLoS Med 2024; 21:e1004395. [PMID: 38669277 DOI: 10.1371/journal.pmed.1004395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 04/04/2024] [Indexed: 04/28/2024] Open
Abstract
BACKGROUND Epidemiological findings regarding the association of particulate matter ≤2.5 μm (PM2.5) exposure with hypertensive disorders in pregnancy (HDP) are inconsistent; evidence for HDP risk related to PM2.5 components, mixture effects, and windows of susceptibility is limited. We aimed to investigate the relationships between HDP and exposure to PM2.5 during pregnancy. METHODS AND FINDINGS A large retrospective cohort study was conducted among mothers with singleton pregnancies in Kaiser Permanente Southern California from 2008 to 2017. HDP were defined by International Classification of Diseases-9/10 (ICD-9/10) diagnostic codes and were classified into 2 subcategories based on the severity of HDP: gestational hypertension (GH) and preeclampsia and eclampsia (PE-E). Monthly averages of PM2.5 total mass and its constituents (i.e., sulfate, nitrate, ammonium, organic matter, and black carbon) were estimated using outputs from a fine-resolution geoscience-derived model. Multilevel Cox proportional hazard models were used to fit single-pollutant models; quantile g-computation approach was applied to estimate the joint effect of PM2.5 constituents. The distributed lag model was applied to estimate the association between monthly exposure and HDP risk. This study included 386,361 participants (30.3 ± 6.1 years) with 4.8% (17,977/373,905) GH and 5.0% (19,381/386,361) PE-E cases, respectively. In single-pollutant models, we observed increased relative risks for PE-E associated with exposures to PM2.5 total mass [adjusted hazard ratio (HR) per interquartile range: 1.07, 95% confidence interval (CI) [1.04, 1.10] p < 0.001], black carbon [HR = 1.12 (95% CI [1.08, 1.16] p < 0.001)] and organic matter [HR = 1.06 (95% CI [1.03, 1.09] p < 0.001)], but not for GH. The population attributable fraction for PE-E corresponding to the standards of the US Environmental Protection Agency (9 μg/m3) was 6.37%. In multi-pollutant models, the PM2.5 mixture was associated with an increased relative risk of PE-E ([HR = 1.05 (95% CI [1.03, 1.07] p < 0.001)], simultaneous increase in PM2.5 constituents of interest by a quartile) and PM2.5 black carbon gave the greatest contribution of the overall mixture effects (71%) among all individual constituents. The susceptible window is the late first trimester and second trimester. Furthermore, the risks of PE-E associated with PM2.5 exposure were significantly higher among Hispanic and African American mothers and mothers who live in low- to middle-income neighborhoods (p < 0.05 for Cochran's Q test). Study limitations include potential exposure misclassification solely based on residential outdoor air pollution, misclassification of disease status defined by ICD codes, the date of diagnosis not reflecting the actual time of onset, and lack of information on potential covariates and unmeasured factors for HDP. CONCLUSIONS Our findings add to the literature on associations between air pollution exposure and HDP. To our knowledge, this is the first study reporting that specific air pollution components, mixture effects, and susceptible windows of PM2.5 may affect GH and PE-E differently.
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Affiliation(s)
- Yi Sun
- Institute of Medical Information, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Department of Environmental and Occupational Health, Program in Public Health, University of California, Irvine, California, United States of America
| | - Rashmi Bhuyan
- Department of Environmental and Occupational Health, Program in Public Health, University of California, Irvine, California, United States of America
- Occupational and Environmental Medicine Residency Program, University of California, Irvine, California, United States of America
- Department of Occupational Medicine, Kaiser Permanente Northern California, Antioch, California, United States of America
| | - Anqi Jiao
- Department of Environmental and Occupational Health, Program in Public Health, University of California, Irvine, California, United States of America
| | - Chantal C Avila
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, United States of America
| | - Vicki Y Chiu
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, United States of America
| | - Jeff M Slezak
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, United States of America
| | - David A Sacks
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, United States of America
- Department of Obstetrics and Gynecology, University of Southern California, Keck School of Medicine, Los Angeles, California, United States of America
| | - John Molitor
- College of Public Health and Human Sciences, Oregon State University, Corvallis, Oregon, United States of America
| | - Tarik Benmarhnia
- Scripps Institution of Oceanography, University of California, San Diego, California, United States of America
| | - Jiu-Chiuan Chen
- Departments of Population & Public Health Sciences and Neurology, University of Southern California, Keck School of Medicine, Los Angeles, California, United States of America
| | - Darios Getahun
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, United States of America
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California, United States of America
| | - Jun Wu
- Department of Environmental and Occupational Health, Program in Public Health, University of California, Irvine, California, United States of America
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Mensah NA, Fassett MJ, Lurvey LD, Oyelese Y, Braun D, Sacks DA, Shi JM, Khadka N, Chiu VY, Peltier M, Getahun D. Association between SARS-CoV-2 Infection and Adverse Perinatal Outcomes by race/ethnicity in a Large Integrated Healthcare System. Am J Perinatol 2024. [PMID: 38569507 DOI: 10.1055/a-2298-4826] [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: 04/05/2024]
Abstract
OBJECTIVE Recent studies have reported associations between SARS-CoV-2 infection during pregnancy and adverse perinatal outcomes but the extent to which these associations vary by race/ethnicity remains uncertain. Therefore, we examined how the association between prenatal SARS-CoV-2 infection and adverse perinatal outcomes may be modified by race/ethnicity. STUDY DESIGN A retrospective cohort study was performed using data on 67,986 pregnant women extracted from the Kaiser Permanente Southern California electronic health records between 04/06/2020-12/31/2021. Upon admission to labor & delivery, all women were routinely tested for COVID-19 using RT-PCR test. Adjusted odds ratios (aOR) were used to estimate associations. RESULTS During the study period, COVID-19 was diagnosed in 4,960 (7%) of singleton pregnancies, with the highest rates observed among Hispanics (9.4%) and Non-Hispanic Blacks (6.2%). Compared with Non-Hispanic Whites, Hispanics (aOR:1.12, 95% CI: 1.03-1.21) with SARS-CoV-2 infection had the highest odds of a pregnancy associated with non-reassuring fetal heart rate tracing. Neonates of all races/ethnicities, except for non-Hispanic Blacks, showed significantly increased odds of SARS-CoV-2 infection, with the highest risk observed among Asians/Pacific Islanders (aOR:10.88, 95% CI: 1.33-89.04). Non-Hispanic White mothers who tested positive were admitted to ICU at a higher rate at delivery and within 7 days of delivery (aOR:34.77, 95% CI: 11.3-107.04; aOR:26.48, 95% CI: 9.55-73.46, respectively), Hispanics were also at a significantly higher odds of admission to ICU (aOR:4.62, 95% CI: 2.69-7.94; aOR:4.42, 95% CI: 2.58-7.56, respectively). Non-Hispanic Black, Hispanic and Asian mothers who tested positive for SARS-CoV-2 prenatally, were at increased risk for preeclampsia/eclampsia, and preterm birth as compared to Non-Hispanic White mothers. CONCLUSION The findings highlight racial/ethnic disparities in the association between SARS-CoV-2 infection and adverse perinatal outcomes. The risk of neonatal SARS-CoV-2 infection was highest for Asian/Pacific Islanders. We also observed a remarkably high risk of ICU admission for non-Hispanic White mothers infected with SARS-CoV-2.
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Affiliation(s)
- Nana A Mensah
- Research and Evaluation, Kaiser Permanente Southern California, Pasadena, United States
| | - Michael John Fassett
- OB/GYN, Kaiser Permanente West Los Angeles Medical Center, West Los Angeles, United States
| | | | - Yinka Oyelese
- Division of Maternal Fetal Medicine, Beth Israel Deaconess Medical Center, Boston, United States
| | - David Braun
- Kaiser Permanente Southern California Department of Research & Evaluation, Pasadena, United States
| | - David A Sacks
- Kaiser Permanente Southern California Research and Evaluation, Pasadena, United States
| | - Jiaxiao M Shi
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, United States
| | - Nehaa Khadka
- Kaiser Permanente Southern California Department of Research & Evaluation, Pasadena, United States
| | - Vicki Y Chiu
- Kaiser Permanente Southern California Department of Research & Evaluation, Pasadena, United States
| | - Morgan Peltier
- Department of Foundations of Medicine, NYU Long Island School of Medicine, Mineola, United States
| | - Darios Getahun
- Kaiser Permanente Southern California Department of Research & Evaluation, Pasadena, United States
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5
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Khadka N, Peltier MR, Fassett MJ, Mensah NA, Yeh M, Chiu VY, Oyelese Y, Getahun D. Rising Trends of Childhood Attention-Deficit/Hyperactivity Disorder in a Large Integrated Healthcare Delivery System in Southern California, 2010-2021. J Pediatr 2024; 269:113997. [PMID: 38432293 DOI: 10.1016/j.jpeds.2024.113997] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 02/21/2024] [Accepted: 02/26/2024] [Indexed: 03/05/2024]
Abstract
OBJECTIVE To evaluate trends of attention-deficit/hyperactivity disorder (ADHD) diagnosis rates among children aged 5-17 years over the past decade (2010-2021) and to investigate whether there have been differences in temporal changes based on race and ethnicity, sex, or income. STUDY DESIGN Childhood ADHD diagnosis was ascertained from electronic health records using International Classification of Diseases ninth revision (314.xx) and International Classification of Diseases tenth revision (F90.x) codes. Data were stratified by child's sex, race and ethnicity, and household income, and rates of ADHD were estimated before and after adjustment for potential confounders. RESULTS The overall ADHD diagnosis rates increased from 3.5% in 2010 to 4.0% in 2021. ADHD diagnosis was most prevalent among White children (6.1%), then Black (4.6%), Other/multiple (3.7%), Hispanic (3.1%), and Asian/Pacific Islander (PI) (1.7%). ADHD was also highly prevalent among boys (73.3%) or family income≥$70,000 (50.0%). ADHD diagnosis increased among Black (4.2% to 5.1%), Hispanic (2.8% to 3.6%), and Asian/PI children (1.5% to 2.0%) but remained stable for White (6.2% to 6.1%) and Other/multiple race/ethnic children (3.7% to 3.7%). Increases in the prevalence among girls were also observed. CONCLUSION The prevalence of ADHD in children has risen with the largest increases observed for Black, Hispanic, and Asian/PI children. Rates among less affluent families and girls have also been increasing, narrowing the gaps in diagnosis rates previously observed. These increases may reflect improvements in screening and provision of care among demographics where ADHD has been historically underdiagnosed.
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Affiliation(s)
- Nehaa Khadka
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Morgan R Peltier
- Department of Psychiatry and Behavioral Health, Jersey Shore University Medical Center, Neptune, NJ; Department of Psychiatry and Behavioral Health, Hackensack-Meridian School of Medicine, Nutley, NJ
| | - Michael J Fassett
- Department of Obstetrics & 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
| | - Nana A Mensah
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Meiyu Yeh
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Vicki Y Chiu
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Yinka Oyelese
- Division of Maternal-Fetal Medicine, Department of Obstetrics & Gynecology, Beth Israel Deaconess Medical Center, Boston, MA
| | - Darios Getahun
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA; Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA.
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Getahun D, Peltier MR, Lurvey LD, Shi JM, Braun D, Sacks DA, Burgos AE, Fong A, Trivedi N, Yasumura L, Reynolds K, Nguyen M, Volodarskiy M, Chiu VY, Lopez AH, Fassett MJ. Association between SARS-CoV-2 Infection and Adverse Perinatal Outcomes in a Large Health Maintenance Organization. Am J Perinatol 2024; 41:199-207. [PMID: 35738286 DOI: 10.1055/s-0042-1749666] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
OBJECTIVE This study aimed to examine whether severe acute respiratory syndrome-coronavirus-2 (SARS-CoV-2) infection during pregnancy is associated with increased odds of perinatal complications and viral transmission to the infant. STUDY DESIGN A retrospective cohort study of women who delivered at Kaiser Permanente Southern California hospitals (April 6, 2020-February 28, 2021) was performed using data extracted from electronic health records (EHRs). During this time polymerize chain reaction (PCR)-based tests for SARS-CoV-2 was universally offered to all pregnant women at labor and delivery admission, as well as earlier in the pregnancy, if they were displaying symptoms consistent with SARS-CoV-2 infection or a possible exposure to the virus. Adjusted odds ratio (aOR) was used to estimate the strength of associations between positive test results and adverse perinatal outcomes. RESULTS Of 35,123 women with a singleton pregnancy, 2,203 (6%) tested positive for SARS-CoV-2 infection with 596 (27%) testing positive during the first or second trimester and 1,607 (73%) during the third trimester. Women testing positive were younger than those who tested negative (29.7 [5.4] vs. 31.1 [5.3] years; mean [standard deviation (SD)]; p < .001). The SARS-CoV-2 infection tended to increase the odds of an abnormal fetal heart rate pattern (aOR: 1.10; 95% confidence interval [CI]: 1.00, 1.21; p = 0.058), spontaneous preterm birth (aOR: 1.28; 95% CI: 1.03, 1.58; p = 0.024), congenital anomalies (aOR: 1.69; 95% CI: 1.15, 2.50; p = 0.008), and maternal intensive care unit admission at delivery (aOR: 7.44; 95% CI: 4.06, 13.62; p < 0.001) but not preeclampsia/eclampsia (aOR: 1.14; 95% CI: 0.98, 1.33; p = 0.080). Eighteen (0.8%) neonates of mothers who tested positive also had a positive SARS-CoV-2 test after 24 hours of birth, but all were asymptomatic during the neonatal period. CONCLUSION These findings suggest that prenatal SARS-CoV-2 infection increases the odds of some adverse perinatal outcomes. The likelihood of vertical transmission from the mother to the fetus was low (0.3%), suggesting that pregnancy complications resulting from SARS-CoV-2 infection pose more risk to the baby than transplacental viral transmission. KEY POINTS · SARS-CoV-2 infection is associated with increased odds of adverse perinatal outcomes.. · The odds of specific adverse outcomes were greater when a mother was infected earlier in pregnancy.. · The proportion of vertical transmission from mother to fetus was 0.3%.
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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
| | - Morgan R Peltier
- Department of Psychiatry, Jersey Shore University Medical Center, Neptune, New Jersey
| | - Lawrence D Lurvey
- Department of Obstetrics and Gynecology, Southern California Permanente Medical Group, Pasadena, California
| | - Jiaxiao M Shi
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - David Braun
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California
- Department of Obstetrics and Gynecology, Southern California Permanente Medical Group, Pasadena, California
| | - David A Sacks
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California
- Department of Obstetrics and Gynecology, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Anthony E Burgos
- Department of Pediatrics, Kaiser Permanente Downey Medical Center, Downey, California
- Department of Clinical Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | - Alex Fong
- Department of Obstetrics and Gynecology, Kaiser Permanente Los Angeles Medical Center, Los Angeles, California
| | - Neha Trivedi
- Department of Obstetrics and Gynecology, Kaiser Permanente San Diego Medical Center, San Diego, California
| | - Lyn Yasumura
- Department of Obstetrics and Gynecology, Kaiser Permanente Baldwin Park Medical Center, Baldwin Park, California
| | - Kristi Reynolds
- 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
| | - Marielle Nguyen
- Department of Neonatal Medicine, Kaiser Permanente Orange County Medical Center, Anaheim, California
| | | | - Vicki Y Chiu
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Adrian H Lopez
- Department of Obstetrics and Gynecology, Kaiser Permanente Los Angeles Medical Center, Los Angeles, California
| | - Michael J Fassett
- Department of Obstetrics and Gynecology, Kaiser Permanente West Los Angeles Medical Center, Los Angeles, California
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7
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Sun Y, Headon KS, Jiao A, Slezak JM, Avila CC, Chiu VY, Sacks DA, Molitor J, Benmarhnia T, Chen JC, Getahun D, Wu J. Association of Antepartum and Postpartum Air Pollution Exposure With Postpartum Depression in Southern California. JAMA Netw Open 2023; 6:e2338315. [PMID: 37851440 PMCID: PMC10585409 DOI: 10.1001/jamanetworkopen.2023.38315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 08/21/2023] [Indexed: 10/19/2023] Open
Abstract
Importance Women are especially vulnerable to mental health matters post partum because of biological, emotional, and social changes during this period. However, epidemiologic evidence of an association between air pollution exposure and postpartum depression (PPD) is limited. Objective To examine the associations between antepartum and postpartum maternal air pollution exposure and PPD. Design, Setting, and Participants This retrospective cohort study used data from Kaiser Permanente Southern California (KPSC) electronic health records and included women who had singleton live births at KPSC facilities between January 1, 2008, and December 31, 2016. Data were analyzed between January 1 and May 10, 2023. Exposures Ambient air pollution exposures were assessed based on maternal residential addresses using monthly averages of particulate matter less than or equal to 2.5 μm (PM2.5), particulate matter less than or equal to 10 μm (PM10), nitrogen dioxide (NO2), and ozone (O3) from spatial interpolation of monitoring station measurements. Constituents of PM2.5 (sulfate, nitrate, ammonium, organic matter, and black carbon) were obtained from fine-resolution geoscience-derived models based on satellite, ground-based monitor, and chemical transport modeling data. Main Outcomes and Measures Participants with an Edinburgh Postnatal Depression Scale score of 10 or higher during the 6 months after giving birth were referred to a clinical interview for further assessment and diagnosis. Ascertainment of PPD was defined using a combination of diagnostic codes and prescription medications. Results The study included 340 679 participants (mean [SD] age, 30.05 [5.81] years), with 25 674 having PPD (7.54%). Increased risks for PPD were observed to be associated with per-IQR increases in antepartum and postpartum exposures to O3 (adjusted odds ratio [AOR], 1.09; 95% CI, 1.06-1.12), PM10 (AOR, 1.02; 95% CI, 1.00-1.04), and PM2.5 (AOR, 1.02; 95% CI, 1. 00-1.03) but not with NO2; PPD risks were mainly associated with PM2.5 organic matter and black carbon. Overall, a higher risk of PPD was associated with O3 during the entire pregnancy and postpartum periods and with PM exposure during the late pregnancy and postpartum periods. Conclusions and Relevance The study findings suggest that long-term exposure to antepartum and postpartum air pollution was associated with higher PPD risks. Identifying the modifiable environmental risk factors and developing interventions are important public health issues to improve maternal mental health and alleviate the disease burden of PPD.
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Affiliation(s)
- Yi Sun
- Institute of Medical Information, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Department of Environmental and Occupational Health, Program in Public Health, University of California, Irvine
| | | | - Anqi Jiao
- Department of Environmental and Occupational Health, Program in Public Health, University of California, Irvine
| | - Jeff M. Slezak
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Chantal C. Avila
- 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
| | - David A. Sacks
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California
- Department of Obstetrics and Gynecology, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - John Molitor
- College of Public Health and Human Sciences, Oregon State University, Corvallis, Oregon
| | - Tarik Benmarhnia
- Scripps Institution of Oceanography, University of California, San Diego
| | - Jiu-Chiuan Chen
- Departments of Population and Public Health Sciences and Neurology, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - 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
| | - Jun Wu
- Department of Environmental and Occupational Health, Program in Public Health, University of California, Irvine
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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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Fassett MJ, Peltier MR, Lopez AH, Chiu VY, Getahun D. Hyperemesis Gravidarum: Risk of Recurrence in Subsequent Pregnancies. Reprod Sci 2023; 30:1198-1206. [PMID: 36163577 DOI: 10.1007/s43032-022-01078-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Accepted: 09/02/2022] [Indexed: 10/14/2022]
Abstract
This study aimed to examine whether the recurrence risk of hyperemesis gravidarum (HG) is modified by the timing of diagnosis, the severity of illness, and interpregnancy interval. The Kaiser Permanente Southern California 1998-2020 longitudinally linked medical records were used to examine the recurrence risk of HG in the first two (n = 93,444) and first three (n = 17,492) successive pregnancies. The timing of diagnosis- and the severity of illness-specific recurrence risks were examined by estimating the adjusted relative risks (aRR). The risks of HG in the second pregnancy among patients with and without previous HG were 23.8% and 3.4%, respectively (aRR: 8.20; 95% confidence interval [CI]: 7.52, 8.94). The recurrence risk persisted regardless of the trimester at diagnosis and the gestational age of delivery in the first pregnancy. The recurrence risk was greater for patients with metabolic disturbances requiring in-hospital treatment (30.0%) than those managed on an outpatient basis (18.6%) in the first pregnancy (aRR: 10.84 95% CI: 9.66, 12.16). Although Asian/Pacific Islander (RR = 12.9) and White (RR = 8.9) patients had higher HG recurrence risk regardless of the gestational age at delivery in the first pregnancy, all patients had significant recurrence risk only if their first pregnancy was delivered after 32 weeks of gestation. African American patients had the highest recurrence rate (34.4%). HG recurrence risk was unaffected by interpregnancy interval and correlated with the number of previous pregnancies complicated by HG. There is an increased recurrence risk of HG in subsequent pregnancies that is influenced by race/ethnicity and gestational age at delivery. The number of pregnancies complicated by HG synergistically adds to the recurrence risk.
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Affiliation(s)
- Michael J Fassett
- Department of Obstetrics and Gynecology, Kaiser Permanente West Los Angeles Medical Center, Los Angeles, CA, USA
| | - Morgan R Peltier
- Department of Psychiatry, Shore University Medical Center, Neptune, NJ, USA
| | - Adrian H Lopez
- Department of Obstetrics and Gynecology, Kaiser Permanente Los Angeles Medical Center, Los Angeles, CA, USA
| | - Vicki Y Chiu
- Department of Research & Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles Avenue, 2nd Floor, Pasadena, CA, 91101, USA
| | - Darios Getahun
- Department of Research & Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles Avenue, 2nd Floor, Pasadena, CA, 91101, USA.
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA.
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Oyelese Y, Peltier M, Khadka N, Chiu VY, Fassett MJ, Getahun D. Placental abruption: rick of recurrence in subsequent pregnancies. Am J Obstet Gynecol 2023. [DOI: 10.1016/j.ajog.2022.11.719] [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: 01/09/2023]
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11
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Mensah NA, Fassett MJ, Shi JM, Kawatkar AA, Xie F, Chiu VY, Yeh M, Avila CC, Khadka N, Sacks DA, Getahun D. Examining recent trends in spontaneous and iatrogenic preterm birth across race and ethnicity in a large managed care population. Am J Obstet Gynecol 2022:S0002-9378(22)02176-7. [PMID: 36403861 DOI: 10.1016/j.ajog.2022.11.1288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 11/10/2022] [Accepted: 11/14/2022] [Indexed: 11/21/2022]
Abstract
BACKGROUND For the past several decades, epidemiological studies originating from the United States have consistently reported increasing rates of preterm birth (PTB). Despite the implementation of several clinical and public health interventions to reduce PTB rates, it remains the leading cause of infant morbidity and mortality in the United States and around the world. OBJECTIVE This study aimed to examine recent trends in preterm birth and its clinical subtypes by maternal race and ethnicity among singleton births. STUDY DESIGN Kaiser Permanente Southern California electronic health records for all singleton births between 2009 and 2020 (n=427,698) were used to examine preterm birth trends and their subtypes (spontaneous and iatrogenic preterm births). Data on preterm labor triage extracted from electronic health records using natural language processing were used to define preterm birth subtypes. Maternal race and ethnicity are categorized as non-Hispanic White, non-Hispanic Black, Hispanic, and non-Hispanic Asian or Pacific Islander. Multiple logistic regression was used to quantify the linear trend for preterm birth and its subtypes. Racial and ethnic trends were further examined by considering statistical interactions and stratifications. RESULTS From 2009 to 2020, the overall preterm birth rate decreased by 9.12% (from 8.04% to 7.31%; P<.001). The rates decreased by 19.29% among non-Hispanic Whites (from 7.23% to 5.83%; P<.001), 6.15% among Hispanics (from 7.82% to 7.34%; P=.036), and 12.60% among non-Hispanic Asian or Pacific Islanders (from 8.90% to 7.78%; P<.001), whereas a nonsignificantly increased preterm birth rate (8.45%) was observed among non-Hispanic Blacks (from 9.91% to 10.75%; P=.103). Between 2009 and 2020, overall spontaneous preterm birth rates decreased by 28.85% (from 5.75% to 4.09%; P<.001). However, overall iatrogenic preterm birth rates increased by 40.45% (from 2.29% to 3.22%; p<.001). Spontaneous preterm birth rates decreased by 34.73% among non-Hispanic Whites (from 5.44% to 3.55%; P<.001), 19.75% among non-Hispanic Blacks (from 6.82% to 5.47%; P<.001), 22.96% among Hispanics (from 5.55% to 4.28%; P<.001), and 28.19% among non-Hispanic Asian or Pacific Islanders (from 6.50% to 4.67%; P<.001). Iatrogenic preterm birth rates increased by 52.42% among non-Hispanic Whites (from 1.88% to 2.61%; P<.001), 107.89% among non-Hispanic Blacks (from 3.18% to 6.13%; P<.001), 46.88% among Hispanics (from 2.29% to 3.26%; P<.001), and 42.21% among non-Hispanic Asian or Pacific Islanders (from 2.45% to 3.44%; P<.001). CONCLUSION The overall preterm birth rate decreased over time and was driven by a decrease in the spontaneous preterm birth rate. There is racial and ethnic variability in the rates of spontaneous preterm birth and iatrogenic preterm birth. The observed increase in iatrogenic preterm birth among all racial and ethnic groups, especially non-Hispanic Blacks, is disconcerting and needs further investigation.
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Affiliation(s)
- Nana A Mensah
- 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
| | - Aniket A Kawatkar
- 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
| | - Meiyu Yeh
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Chantal C Avila
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Nehaa Khadka
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - David A Sacks
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA; Department of Obstetrics and Gynecology, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Darios Getahun
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA; Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA.
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Shi J, Fassett MJ, Chiu VY, Avila CC, Khadka N, Brown B, Patel P, Mensah N, Xie F, Peltier MR, Getahun D. Postpartum Migraine Headaches Coding in Electronic Health Records of a Large Integrated Healthcare System: A Validation Study (Preprint). JMIR Form Res 2022; 6:e42955. [DOI: 10.2196/42955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2022] [Revised: 10/31/2022] [Accepted: 11/01/2022] [Indexed: 11/07/2022] Open
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13
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Raine-Bennett T, Fassett MJ, Chandra M, Armstrong MA, Xie F, Shi JM, Alexeeff S, Chiu VY, Im TM, Asiimwe A, Getahun D. Disparities in the Incidence of Ectopic Pregnancy in a Large Health Care System in California, 2010−2019. Perm J 2022; 26:61-68. [DOI: 10.7812/tpp/21.099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Tina Raine-Bennett
- The Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
- The Permanente Medical Group, Oakland, CA, USA
- Department of Health Systems Science, The Bernard J. Tyson Kaiser Permanente School of Medicine, Pasadena, CA, USA
| | - Michael J Fassett
- Department of Obstetrics and Gynecology, Kaiser Permanente West Los Angeles Medical Center, Los Angeles, CA, USA
| | - Malini Chandra
- The Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Mary Anne Armstrong
- The Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Fagen Xie
- 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
| | - Stacey Alexeeff
- The Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Vicki Y Chiu
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Theresa M Im
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | | | - Darios Getahun
- Department of Health Systems Science, The Bernard J. Tyson Kaiser Permanente School of Medicine, Pasadena, CA, USA
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
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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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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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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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Xie F, Khadka N, Fassett MJ, Chiu VY, Avila CC, Shi J, Yeh M, Kawatkar A, Mensah NA, Sacks DA, Getahun D. Identifying Preterm Labor Evaluation Visits and Extraction of Cervical Length Measures from Electronic Health Records Within a large Integrated Healthcare System (Preprint). JMIR Med Inform 2022; 10:e37896. [PMID: 36066930 PMCID: PMC9490529 DOI: 10.2196/37896] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 07/15/2022] [Accepted: 08/12/2022] [Indexed: 11/25/2022] Open
Abstract
Background Preterm birth (PTB) represents a significant public health problem in the United States and throughout the world. Accurate identification of preterm labor (PTL) evaluation visits is the first step in conducting PTB-related research. Objective We aimed to develop a validated computerized algorithm to identify PTL evaluation visits and extract cervical length (CL) measures from electronic health records (EHRs) within a large integrated health care system. Methods We used data extracted from the EHRs at Kaiser Permanente Southern California between 2009 and 2020. First, we identified triage and hospital encounters with fetal fibronectin (fFN) tests, transvaginal ultrasound (TVUS) procedures, PTL medications, or PTL diagnosis codes within 240/7-346/7 gestational weeks. Second, clinical notes associated with triage and hospital encounters within 240/7-346/7 gestational weeks were extracted from EHRs. A computerized algorithm and an automated process were developed and refined by multiple iterations of chart review and adjudication to search the following PTL indicators: fFN tests, TVUS procedures, abdominal pain, uterine contractions, PTL medications, and descriptions of PTL evaluations. An additional process was constructed to extract the CLs from the corresponding clinical notes of these identified PTL evaluation visits. Results A total of 441,673 live birth pregnancies were identified between 2009 and 2020. Of these, 103,139 pregnancies (23.35%) had documented PTL evaluation visits identified by the computerized algorithm. The trend of pregnancies with PTL evaluation visits slightly decreased from 24.41% (2009) to 17.42% (2020). Of the first 103,139 PTL visits, 19,439 (18.85%) and 44,423 (43.97%) had an fFN test and a TVUS, respectively. The percentage of first PTL visits with an fFN test decreased from 18.06% at 240/7 gestational weeks to 2.32% at 346/7 gestational weeks, and TVUS from 54.67% at 240/7 gestational weeks to 12.05% in 346/7 gestational weeks. The mean (SD) of the CL was 3.66 (0.99) cm with a mean range of 3.61-3.69 cm that remained stable across the study period. Of the pregnancies with PTL evaluation visits, the rate of PTB remained stable over time (20,399, 19.78%). Validation of the computerized algorithms against 100 randomly selected records from these potential PTL visits showed positive predictive values of 97%, 94.44%, 100%, and 96.43% for the PTL evaluation visits, fFN tests, TVUS, and CL, respectively, along with sensitivity values of 100%, 90%, and 90%, and specificity values of 98.8%, 100%, and 98.6% for the fFN test, TVUS, and CL, respectively. Conclusions The developed computerized algorithm effectively identified PTL evaluation visits and extracted the corresponding CL measures from the EHRs. Validation against this algorithm achieved a high level of accuracy. This computerized algorithm can be used for conducting PTL- or PTB-related pharmacoepidemiologic studies and patient care reviews.
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Affiliation(s)
- Fagen Xie
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - Nehaa Khadka
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - Michael J Fassett
- Department of Obstetrics & Gynecology, Kaiser Permanente West Los Angeles Medical Center, Los Angeles, CA, United States
- Department of Clinical Science, Kaiser Permanente Bernard J Tyson School of Medicine, Pasadena, CA, United States
| | - Vicki Y Chiu
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - Chantal C Avila
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - Jiaxiao Shi
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - Meiyu Yeh
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - Aniket Kawatkar
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - Nana A Mensah
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - David A Sacks
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States
| | - Darios Getahun
- Department of Research and 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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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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Getahun D, Fassett MJ, Jacobsen SJ, Sacks DA, Murali SB, Peltier MR, Mulugeta W, Chiu VY, Wing DA, Coleman KJ. Perinatal outcomes after bariatric surgery. Am J Obstet Gynecol 2022; 226:121.e1-121.e16. [PMID: 34216568 DOI: 10.1016/j.ajog.2021.06.087] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 06/03/2021] [Accepted: 06/25/2021] [Indexed: 12/17/2022]
Abstract
BACKGROUND Bariatric surgery is a widely used treatment option for obesity that often provides long-term weight control and health benefits. Although a growing number of women are becoming pregnant after bariatric surgery, only a few population-based studies have assessed the impact thereof on perinatal outcomes. OBJECTIVE This study aimed to examine the association between bariatric surgery and adverse perinatal outcomes in pregnant women and to examine whether the risk for adverse perinatal outcomes is modified by the postsurgery weight, gestational weight gain, type of bariatric surgery, timing of pregnancy after bariatric surgery, and maternal comorbidities. STUDY DESIGN A retrospective cohort study was performed with the use of the Bariatric Surgery Registry and hospital inpatient and outpatient physician encounter records. The International Classification of Diseases, Ninth and Tenth Revision codes from hospitalizations during pregnancy and infant birth records were used to ascertain the outcomes of interest. Women eligible for BS who delivered at ≥20 weeks of gestation (n=20,213) at Kaiser Permanente Southern California hospitals (January 1, 2007 to December 31, 2018) were included in the study. Adjusted odds ratios were derived from logistic regression models with inverse probability of treatment weighting to adjust for confounding using propensity scores. RESULTS Bariatric surgery was associated with a reduction in the risks for gestational diabetes (adjusted odds ratio, 0.60; 95% confidence interval, 0.53-0.69; P<.001), preeclampsia (adjusted odds ratio, 0.53; 95% confidence interval, 0.46-0.61; P<.001), chorioamnionitis (adjusted odds ratio, 0.45; 95% confidence interval, 0.32-0.63; P<.001), cesarean delivery (adjusted odds ratio, 0.65; 95% confidence interval, 0.59-0.72; P<.001), large for gestational age neonate (adjusted odds ratio, 0.23; 95% confidence interval, 0.19-0.29; P<.001), macrosomia (adjusted odds ratio, 0.24; 95% confidence interval, 0.19-0.30; P<.001), and neonatal intensive care unit admission (adjusted odds ratio, 0.70; 95% confidence interval, 0.61-0.81; P<.001). However, bariatric surgery was also associated with a significantly increased risk for small for gestational age neonates (adjusted odds ratio, 2.46; 95% confidence interval, 2.16-2.79; P<.001). The risk for the adverse outcomes is independent of the time interval between the surgery and subsequent pregnancy. CONCLUSION These data suggest that there are many pregnancy outcome benefits for women with severe obesity who undergo bariatric surgery; however, women who have undergone bariatric surgery before pregnancy should be monitored closely to reduce the risk for small for gestational age neonates and postpartum hemorrhage.
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20
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Raine-Bennett T, Fassett M, Chandra M, Armstrong MA, Shi JM, Chiu VY, Alabaster A, Alexeeff S, Xie F, Im TM, Pisa F, Getahun D. POSTER ABSTRACTS. Contraception 2021. [DOI: 10.1016/j.contraception.2021.07.062] [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: 10/20/2022]
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21
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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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22
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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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23
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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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24
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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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Braun D, Getahun D, Chiu VY, Coleman AL, Holland GN, Yu F, Gordon LK, Sun MM. Population-Based Frequency of Ophthalmic Adverse Events in Melanoma, Other Cancers, and After Immune Checkpoint Inhibitor Treatment. Am J Ophthalmol 2021; 224:282-291. [PMID: 33359682 DOI: 10.1016/j.ajo.2020.12.013] [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] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Revised: 12/09/2020] [Accepted: 12/10/2020] [Indexed: 12/13/2022]
Abstract
PURPOSE To examine the frequency of ophthalmic immune-related adverse events (OirAEs) in melanoma, other cancers, and after immune checkpoint inhibitor (ICI) treatment. DESIGN Retrospective clinical cohort study. METHODS This study identified patients diagnosed with OirAEs between January 1, 2011, and December 31, 2018, in the Kaiser Permanente Southern California electronic health records. The primary exposures of interest were prior initiation of ICIs and underlying cancer diagnosis. Risk-adjusted prevalence of OirAEs was evaluated in patients with melanoma, with nonmelanoma cancer, and without cancer. The 1-year incidence of OirAEs and recurrence of prior ophthalmic disease were identified in ICI-receiving patients with melanoma and nonmelanoma. RESULTS Among 4,695,669 unique patients identified, 9.9% had a cancer diagnosis, of whom 2.8% had a diagnosis of melanoma. Overall prevalence for uveitis and selected neuro-ophthalmic diagnoses was 341.8/100,000 patient-years in patients with melanoma and 369.6/100,000 patient-years in patients with nonmelanoma cancer regardless of ICI treatment, compared with 142.2/100,000 patient-years in patients without cancer. A total of 2,911 unique patients received ICI therapy. Compared with patients with nonmelanoma cancer, patients with melanoma on any ICI had elevated 1-year incidence rates of uveitis (1.2% vs 0.2%; risk-adjusted odds ratio, 6.45). High 1-year recurrence rates for uveitis in ICI patients with a prior uveitis history were also observed. CONCLUSIONS The prevalence of all OirAEs was substantially higher in patients with cancer, with ICI-related uveitis risk specifically increased in patients with melanoma compared with patients with nonmelanoma cancer. Evidence-based guidelines for ophthalmic monitoring of patients undergoing ICI treatment may require different risk stratifications based on underlying cancer diagnosis, specific ICI used, and prior history of uveitis.
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Affiliation(s)
- David Braun
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA; Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California, USA; Department of Pediatrics, Kaiser Permanente Panorama City, Panorama City, California, USA
| | - Darios Getahun
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA; Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California, USA
| | - Vicki Y Chiu
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Anne L Coleman
- UCLA Stein Eye Institute and the Department of Ophthalmology, David Geffen School of Medicine at UCLA, Los Angeles, California, USA; Jonathan and Karin Fielding School of Public Health, UCLA, Los Angeles, California, USA
| | - Gary N Holland
- UCLA Stein Eye Institute and the Department of Ophthalmology, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Fei Yu
- UCLA Stein Eye Institute and the Department of Ophthalmology, David Geffen School of Medicine at UCLA, Los Angeles, California, USA; Jonathan and Karin Fielding School of Public Health, UCLA, Los Angeles, California, USA
| | - Lynn K Gordon
- UCLA Stein Eye Institute and the Department of Ophthalmology, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Michel M Sun
- UCLA Stein Eye Institute and the Department of Ophthalmology, David Geffen School of Medicine at UCLA, Los Angeles, California, USA.
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Peltier MR, Fassett MJ, Chiu VY, Getahun D. Maternal Hypothyroidism Increases the Risk of Attention-Deficit Hyperactivity Disorder in the Offspring. Am J Perinatol 2021; 38:191-201. [PMID: 33086392 DOI: 10.1055/s-0040-1717073] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [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: 10/23/2022]
Abstract
OBJECTIVE This study aimed to determine if hypothyroidism prior to, or during, pregnancy increases the risk of attention-deficit hyperactivity disorder (ADHD) in the child and how the association may be modified by preterm birth, sex of the child, and race-ethnicity. STUDY DESIGN Data were abstracted from linked maternal-child medical records. Incidence rate differences (IRDs), adjusted hazard ratios (aHRs), and their 95% confidence intervals (CIs) were estimated to evaluate the association of maternal hypothyroidism with childhood ADHD risk. Stratified analyses were used to evaluate whether the association is affected by timing of first diagnosis, gestational age at birth (term vs. preterm), sex, and race-ethnicity. RESULTS Hypothyroidism diagnosed prior to (IRD = 1.30), or during (IRD = 0.59) pregnancy increases the risk of ADHD in the children (aHR = 1.27; 95% CI: 1.15, 1.41, and 1.17; 95% CI: 1.00, 1.38). The association was strongest when diagnosed during the first trimester (IRD = 0.97 and aHR = 1.28; 95% CI: 1.04, 1.58). For children born preterm, there was significantly increased risk of ADHD if their mothers were diagnosed prior to (IRD = 3.06 and aHR = 1.43; 95% CI: 1.09, 1.88), but not during pregnancy. The effect of maternal hypothyroidism on increased risk of ADHD was stronger for boys (IRD = 1.84 and aHR = 1.26; 95% CI: 1.14, 1.40) than it was for girls (IRD = 0.48 and aHR = 1.19; 95% CI: 1.01, 1.40) and for Hispanic children (IRD = 1.60 and aHR = 1.45; 95% CI: 1.25, 1.68) compared with other race ethnicities. CONCLUSION Exposure to maternal hypothyroidism during the periconceptual period significantly increases the risk of ADHD and that the association varies with gestational age at delivery, child sex, and race-ethnicity. KEY POINTS · Maternal hypothyroidism increases the risk of ADHD diagnosis in the offspring.. · The association of maternal hypothyroidism with childhood ADHD was influenced by timing of diagnosis.. · Strength of the association was strongest in preterm born infants, boys, and Hispanic children..
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Affiliation(s)
- Morgan R Peltier
- Department of Foundations of Medicine, NYU-Long Island School of Medicine, Mineola, New York.,Department of Obstetrics and Gynecology, NYU-Winthrop Hospital, Mineola, New York
| | - Michael J Fassett
- Department of Obstetrics and Gynecology, Kaiser Permanente West Los Angeles Medical Center, Los Angeles, California
| | - Vicki Y Chiu
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - 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
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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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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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Guo RF, Nguyen DL, Park S, Nguyen K, Ko S, Chiu VY, Dickter J, Becker D, Cho P. Practitioner Education and Feedback to Decrease Ciprofloxacin Prescriptions in Patients with Acute Uncomplicated Cystitis. Perm J 2019; 24:18.036. [PMID: 31905331 DOI: 10.7812/tpp/18.036] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
CONTEXT Current guidelines recommend a nonfluoroquinolone agent as first-line treatment of acute uncomplicated cystitis (AUC) because of concerns of antimicrobial resistance and adverse effects. OBJECTIVE To test whether a multifaceted intervention involving education and feedback reduced primary care practitioners' ciprofloxacin prescriptions for AUC therapy. DESIGN Primary care practitioners at 3 medical offices participated: 65 in the intervention group and 51 in the control group. Intervention group participants received an educational lecture and emailed summary of antimicrobial guidelines, their AUC prescriptions were audited, and feedback was provided on inappropriate antibiotic choices. Prescriptions at AUC encounters were tracked during baseline, intervention, and postintervention periods. MAIN OUTCOME MEASURES Proportion of AUC encounters at which ciprofloxacin was prescribed vs recommended first-line antibiotics. RESULTS Intervention group participants had 5262 eligible AUC encounters, and control group participants had 5473. At baseline, ciprofloxacin was prescribed at 29.7% and 33.7% of eligible AUC encounters in the intervention and control groups, respectively (p = 0.003). After intervention, ciprofloxacin was prescribed at 10.8% of eligible AUC encounters in the intervention group and 34.3% in the control (p < 0.001). Adjusted odds ratios of ciprofloxacin prescription for AUC therapy were significantly lower in the intervention group during postintervention and intervention periods vs baseline (0.29, 95% confidence interval = 0.20-0.44, p < 0.001 and 0.80, 95% confidence interval = 0.66-0.97, p = 0.03). Adjusted odds ratios did not change over time in the controls. CONCLUSION Educating primary care practitioners and conducting audit and feedback reduced their prescriptions of ciprofloxacin for AUC therapy.
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Affiliation(s)
- Richard F Guo
- Department of Hospital Medicine, Kaiser Permanente Northwest, Portland, OR
| | - Dinh L Nguyen
- Department of Family Medicine, Kaiser Permanente San Diego Medical Center, CA
| | - Steven Park
- Department of Internal Medicine, Kaiser Permanente Los Angeles Medical Center, CA
| | | | - Steven Ko
- University of Arkansas for Medical Sciences, Little Rock
| | - Vicki Y Chiu
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Jana Dickter
- Division of Infectious Diseases, City of Hope, Duarte, CA
| | - Davida Becker
- Department of Graduate Medical Education, Kaiser Permanente, Pasadena, CA
| | - Philomena Cho
- Department of Internal Medicine, Kaiser Permanente Fontana Medical Center, CA
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Koebnick C, Tartof SY, Sidell MA, Rozema E, Chung J, Chiu VY, Taylor ZW, Xiang AH, Getahun D. Effect of In-Utero Antibiotic Exposure on Childhood Outcomes: Methods and Baseline Data of the Fetal Antibiotic EXposure (FAX) Cohort Study. JMIR Res Protoc 2019; 8:e12065. [PMID: 31364604 PMCID: PMC6691671 DOI: 10.2196/12065] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2018] [Revised: 12/28/2018] [Accepted: 12/30/2018] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND The widespread use of antepartum and intrapartum antibiotics has raised concerns about the possible disruption of the child's gut microbiota and effects on the maturation from the infant to the adult microbiome. The Fetal Antibiotic EXposure (FAX) study provides a cohort to examine the association between in-utero exposure to antibiotics and adverse childhood outcomes including body weight, atopic diseases, and autism spectrum disorders and to investigate the role of other potential factors mitigating or moderating the risk for adverse outcomes. OBJECTIVE The aim of this paper was to describe the methods, cohort characteristics, and retention of infants included in the study cohort. METHODS For this retrospective cohort study, we included children born in Kaiser Permanente Southern California (KPSC) hospitals between January 1, 2007, and December 31, 2015, within 22 to 44 completed weeks of gestation with KPSC insurance coverage during the first year of life. Follow-up data collection was performed through electronic medical records. RESULTS The study cohort was comprised 223,431 children of which 65.7% (146,720/223,431) were exposed to antibiotics in-utero: 19.0% (42,511/223,431) were exposed during the antepartum period, 30.0% (66,896/223,431) during the intrapartum period, and 16.7% (37,313/223,431) exposed during both the antepartum and intrapartum periods. During their first year of life, children had a median of 5 weight and height measurements; the frequency of weight and height measurements declined to a median of 3 in their second year of life and 2 for 3 to 5 years of age. The 5-year retention of children in the health plan was over 80% with the highest retention for Hispanic children. CONCLUSIONS This cohort of children will provide a unique opportunity to address key questions regarding the long-term sequelae of in-utero exposure to antibiotics using real-world data. The high retention and multiple medical visits over time allow us to model the trajectories of body mass index over time. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/12065.
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Affiliation(s)
- Corinna Koebnick
- Kaiser Permanente Southern California, Research and Evaluation, Pasadena, CA, United States
| | - Sara Y Tartof
- Kaiser Permanente Southern California, Research and Evaluation, Pasadena, CA, United States
| | - Margo A Sidell
- Kaiser Permanente Southern California, Research and Evaluation, Pasadena, CA, United States
| | - Emily Rozema
- Kaiser Permanente Southern California, Research and Evaluation, Pasadena, CA, United States
| | - Joanie Chung
- Kaiser Permanente, Department of Research and Evalutaion, Pasadena, CA, United States
| | - Vicki Y Chiu
- Kaiser Permanente Southern California, Research and Evaluation, Pasadena, CA, United States
| | | | - Anny H Xiang
- Kaiser Permanente Southern California, Research and Evaluation, Pasadena, CA, United States
| | - Darios Getahun
- Kaiser Permanente Southern California, Research and Evaluation, Pasadena, CA, United States
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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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Gabayan GZ, Gould MK, Weiss RE, Chiu VY, Sarkisian CA. A Risk Score to Predict Short-term Outcomes Following Emergency Department Discharge. West J Emerg Med 2018; 19:842-848. [PMID: 30202497 PMCID: PMC6123082 DOI: 10.5811/westjem.2018.7.37945] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2018] [Revised: 06/06/2018] [Accepted: 07/20/2018] [Indexed: 11/25/2022] Open
Abstract
Introduction The emergency department (ED) is an inherently high-risk setting. Risk scores can help practitioners understand the risk of ED patients for developing poor outcomes after discharge. Our objective was to develop two risk scores that predict either general inpatient admission or death/intensive care unit (ICU) admission within seven days of ED discharge. Methods We conducted a retrospective cohort study of patients age > 65 years using clinical data from a regional, integrated health system for years 2009–2010 to create risk scores to predict two outcomes, a general inpatient admission or death/ICU admission. We used logistic regression to predict the two outcomes based on age, body mass index, vital signs, Charlson comorbidity index (CCI), ED length of stay (LOS), and prior inpatient admission. Results Of 104,025 ED visit discharges, 4,638 (4.5%) experienced a general inpatient admission and 531 (0.5%) death or ICU admission within seven days of discharge. Risk factors with the greatest point value for either outcome were high CCI score and a prolonged ED LOS. The C-statistic was 0.68 and 0.76 for the two models. Conclusion Risk scores were successfully created for both outcomes from an integrated health system, inpatient admission or death/ICU admission. Patients who accrued the highest number of points and greatest risk present to the ED with a high number of comorbidities and require prolonged ED evaluations.
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Affiliation(s)
- Gelareh Z Gabayan
- University of California, Los Angeles, Department of Emergency Medicine, Los Angeles, California
| | - Michael K Gould
- Kaiser Permanente Southern California, Department of Research and Evaluation, Pasadena, California
| | - Robert E Weiss
- University of California, Los Angeles, Fielding School of Public Health, Department of Biostatistics, Los Angeles, California
| | - Vicki Y Chiu
- Kaiser Permanente Southern California, Department of Research and Evaluation, Pasadena, California
| | - Catherine A Sarkisian
- University of California, Los Angeles, Department of Medicine, Los Angeles, California.,Greater Los Angeles Veterans Affairs Healthcare System, Department of Medicine, Los Angeles, California
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Getahun D, Jacobsen SJ, Fassett MJ, Wing DA, Xiang AH, Chiu VY, Peltier MR. Association between maternal hypothyroidism and autism spectrum disorders in children. Pediatr Res 2018; 83:580-588. [PMID: 29244797 DOI: 10.1038/pr.2017.308] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2017] [Accepted: 11/18/2017] [Indexed: 12/27/2022]
Abstract
BackgroundTo determine whether hypothyroidism is associated with autism spectrum disorders (ASD) and how this association is influenced by race-ethnicity, sex, and timing of exposure.MethodsA retrospective cohort study was conducted using records from 397,201 children who were delivered from 1991 to 2011 and remained health plan members from 1993 to 2014.ResultsChildren of hypothyroid women had higher ASD rates than children of women without the diagnosis (2.14 vs. 1.62/1,000 person-years; adjusted hazard ratios (adj.HR), 1.31; 95% confidence interval (CI), 1.13-1.53). This occurred in women diagnosed before as well as during pregnancy. Maternal hypothyroidism was associated with ASD for both boys (3.93 vs. 2.62/1,000 person-years; adj.HR, 1.27; 95% CI, 1.07-1.50) and girls (1.10 vs. 0.61/1,000 person-years; adj.HR, 1.51; 95% CI, 1.10-2.08). Of women with a diagnosis of hypothyroidism during pregnancy, normal thyroid-stimulating hormone (TSH) and free thyroxine (fT4) levels were not associated with an increased risk of ASD in children. Compared with white children, prenatal hypothyroidism was associated with an increased risk of ASD in children of Hispanics (adj.HR, 1.09; 95% CI, 1.01-1.17) and women of other/mixed race-ethnicity (adj.HR, 1.08; 95% CI, 1.00-1.16).ConclusionMaternal hypothyroidism is associated with ASD in children in a manner dependent on race-ethnicity. Management of maternal hypothyroidism may ameliorate the risk of ASD.
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Affiliation(s)
- Darios Getahun
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Steven J Jacobsen
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Michael J Fassett
- Division of Maternal-Fetal Medicine, Department of Obstetrics-Gynecology, Kaiser Permanente Southern California, Los Angeles, California
| | - Deborah A Wing
- Department of Obstetrics-Gynecology, University of California, Irvine, 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
| | - Morgan R Peltier
- Department of Biomedical Research, Winthrop University Hospital, Mineola, New York
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Abstract
Hysterectomy is the second most common gynecologic surgery; approximately 600,000 women undergo hysterectomies each year in the United States. Estimated uterine size, either by bimanual examination, ultrasonography, or both, is one of the major factors in evaluating the need for hysterectomy and in selecting the surgical approach. In this article, we review how physician-estimated uterine size can be confidently used in providing optimal hysterectomy care, as data indicate estimation is closely correlated with actual post-surgical pelvic specimen weight.
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Affiliation(s)
- Yasmina Mohan
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Vicki Y Chiu
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Neal M Lonky
- Department of Obstetrics and Gynecology, Kaiser Permanente Southern California, Orange County, CA, USA; Department of Obstetrics and Gynecology, University of California, Irvine CA
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Lonky NM, Mohan Y, Chiu VY, Park J, Kivnick S, Hong C, Hudson SM. Hysterectomy for benign conditions: Complications relative to surgical approach and other variables that lead to post-operative readmission within 90 days of surgery. Womens Health (Lond) 2017; 13:17-26. [PMID: 28660800 PMCID: PMC5557180 DOI: 10.1177/1745505717714657] [Citation(s) in RCA: 14] [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] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/30/2016] [Revised: 05/11/2017] [Accepted: 05/15/2017] [Indexed: 11/16/2022]
Abstract
OBJECTIVE To examine variables associated with hysterectomy-related complications, relative to surgical approach and other variables, that lead to readmission within 90 days of surgery. METHODS We conducted an observational cohort study for which data were extracted from electronic health records. Data were extracted of all patients (n = 3106) who underwent hysterectomies at 10 Kaiser Permanente Southern California medical centers between June 2010 and September 2011. Patients who were pregnant or had a cancer diagnosis were excluded from the study. To identify univariate associations between examined variables and procedure type, chi-square tests for categorical variables and t-tests or analysis of variance for continuous variables were used. Generalized estimating equations methods were used to test associations between independent variables and primary outcomes of interest. Statistical significance was determined using a p-value <.05. RESULTS Of 3106 patients, 109 experienced 168 post-operative complications. The most common post-operative complications were related to pelvic abscesses, bowel obstruction, or severe ileus, and the vaginal cuff. Pelvic abscesses were most frequent among total laparoscopic hysterectomy and total abdominal hysterectomy cases (p = .002), and vaginal cuff complications were most frequent among total laparoscopic hysterectomy cases (p = .015). Patients who underwent total vaginal hysterectomy (odds ratio = 2.13, confidence interval = 1.15-3.92), laparoscopic supracervical hysterectomy (odds ratio = 3.11, confidence interval = 1.13-8.57), and total laparoscopic hysterectomy (odds ratio = 5.60, confidence interval = 2.90-10.79) experienced increased occurrence of post-operative complications resulting in readmission. Other variables associated with an increased risk for readmission included high estimated blood loss (201-300 mL and 301+ mL, relative to 0-50 mL; odds ratio = 2.28, confidence interval = 1.24-4.18 and odds ratio = 2.63, confidence interval = 1.67-4.14) and long length of stay of 3 days or more (relative to 0 days; odds ratio = 2.93, confidence interval = 1.28-6.69). Pelvic specimen weight in the 151-300 g and 501+ g ranges appeared protective (odds ratio = 0.40, confidence interval = 0.25-0.64 and odds ratio = 0.54, confidence interval = 0.33-0.90). In a sub-analysis of 1294 patients, 74 hospital operative complications directly related to hysterectomy were identified among 59 patients. The most common hospital operative complications were excessive bleeding associated with surgery or injury to nearby structures. Among the sub-sample of 1294 patients, those with hospital operative complications were more likely to experience post-operative complications that lead to readmission (odds ratio = 3.82, confidence interval = 1.55-9.43, p = .004). CONCLUSION The observed increased risk of complications among patients of Black race, who underwent laparoscopic supracervical hysterectomy or total laparoscopic hysterectomy, who experienced more than 300 mL surgical blood loss, who suffered hospital operative complications, and those whose hospitalization was 3 days or greater, offers an opportunity for higher scrutiny and preventive measures during usual hysterectomy care to prevent later readmission.
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Affiliation(s)
- Neal M Lonky
- Department of Obstetrics and Gynecology, Kaiser Permanente Southern California, Anaheim, CA, USA
| | - Yasmina Mohan
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Vicki Y Chiu
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Jeanna Park
- University of California, Irvine, CA, USA
- Department of Obstetrics and Gynecology, University of Illinois, Chicago, IL, USA
| | - Seth Kivnick
- Department of Obstetrics and Gynecology, Kaiser Permanente Southern California, Los Angeles, CA, USA
| | - Christina Hong
- Department of Obstetrics and Gynecology, Kaiser Permanente Southern California, Anaheim, CA, USA
| | - Sharon M Hudson
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
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Gabayan GZ, Gould MK, Weiss RE, Derose SF, Chiu VY, Sarkisian CA. Emergency Department Vital Signs and Outcomes After Discharge. Acad Emerg Med 2017; 24:846-854. [PMID: 28375565 DOI: 10.1111/acem.13194] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2016] [Revised: 03/16/2017] [Accepted: 03/23/2017] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Vital signs are critical markers of illness severity in the emergency department (ED). Providers need to understand the abnormal vital signs in older adults that are problematic. We hypothesized that in patients age > 65 years discharged from the ED, there are abnormal vital signs that are associated with an admission to an inpatient bed within 7 days of discharge. METHODS We conducted a retrospective cohort study using data from a regional integrated health system of members age > 65 years during the years 2009 to 2010. We used univariate contingency tables to assess the relationship between hospital admission within 7 days of discharge and vital sign (including systolic blood pressure [sBP], heart rate [HR], body temperature, and pulse oximetry [SpO2 ] values measured closest to discharge) using standard thresholds for abnormal and thresholds derived from the study data. RESULTS Of 104,025 ED discharges, 4,638 (4.5%) were followed by inpatient admission within 7 days. Vital signs had a greater odds of admission beyond a single cutoff. The vital signs with at least twice the odds of admission were sBP < 97 mm Hg (odds ratio [OR] = 2.02, 95% CI = 1.57-2.60), HR > 101 beats/min (OR = 2.00 95% CI = 1.75-2.29), body temperature > 37.3°C (OR = 2.14, 95% CI = 1.90-2.41), and pulse oximetry < 92 SpO2 (OR = 2.04, 95% CI = 1.55-2.68). Patients with two vital sign abnormalities per the analysis had the highest odds of admission. A majority of patients discharged with abnormal vital signs per the analysis were not admitted within 7 days of ED discharge. CONCLUSION While we found a majority of patients discharged with abnormal vital signs as defined by the analysis, not to be admitted after discharge, we identified vital signs associated with at least twice the odds of admission.
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Affiliation(s)
- Gelareh Z. Gabayan
- Department of Medicine; University of California; Los Angeles CA
- Department of Medicine; Greater Los Angeles Veterans Affairs Healthcare System; Los Angeles CA
| | - Michael K. Gould
- Department of Research and Evaluation; Kaiser Permanente Southern California; Pasadena CA
| | - Robert E. Weiss
- Department of Biostatistics; UCLA Fielding School of Public Health; Los Angeles CA
| | - Stephen F. Derose
- 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
| | - Catherine A. Sarkisian
- Department of Medicine; University of California; Los Angeles CA
- Department of Medicine; Greater Los Angeles Veterans Affairs Healthcare System; Los Angeles CA
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Abstract
PURPOSE Dupuytren disease is a common benign fibroproliferative disorder causing thickening and shortening of the palmar fascia of the hand. The exact etiology of the disease is unclear but known risk factors such as increased age, male sex, and northern European ethnicity have been established. A link between body mass index (BMI) and Dupuytren disease has not been established previously. The purpose of this study was to test the hypothesis that lower BMI is associated with increased risk for Dupuytren disease diagnosis. METHODS After we obtained institutional review board approval, we performed a retrospective review using an electronic medical record and an administrative database from Kaiser Permanente Southern California to identify all enrolled patients there between 2007 and 2014 who were diagnosed with Dupuytren disease. Basic demographic data including age, sex, ethnicity, and BMI were collected. Bivariate and multivariable logistical regression analyses were performed to evaluate for associations between Dupuytren disease and BMI. RESULTS A total of 2,049,803 patients aged 18 years and older were enrolled in Kaiser Permanente Southern California from 2007 to 2014. During that period, 14,844 patients were identified as having Dupuytren disease. The data were consistent with well-defined demographic trends in Dupuytren disease, with increased rates seen in males, Caucasians, and patients aged 50 years and older. In the multivariable analysis, when controlling for age, race, and sex, the risk of Dupuytren disease was inversely proportional to BMI. CONCLUSIONS The current study showed that higher BMI is associated with decreased odds of having Dupuytren disease. Further work will be required to determine the cause for the apparent relationship between Dupuytren disease and BMI and whether physiologic factors related to obesity may be protective against the development of Dupuytren disease. TYPE OF STUDY/LEVEL OF EVIDENCE Prognostic II.
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Affiliation(s)
| | - Vicki Y Chiu
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Neil G Harness
- Department of Orthopaedic Surgery, Kraemer Medical Office, Kaiser Permanente Orange County, Anaheim, CA
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Gabayan GZ, Gould MK, Weiss RE, Patel N, Donkor KA, Chiu VY, Yiu SC, Jones JP, Hoffman JR, Sarkisian CA. Poor Outcomes After Emergency Department Discharge of the Elderly: A Case-Control Study. Ann Emerg Med 2016; 68:43-51.e2. [PMID: 26947799 DOI: 10.1016/j.annemergmed.2016.01.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2015] [Revised: 12/22/2015] [Accepted: 01/04/2016] [Indexed: 11/28/2022]
Abstract
STUDY OBJECTIVE The emergency department (ED) is an inherently high-risk setting. Our objective is to identify the factors associated with the combined poor outcome of either death or an ICU admission shortly after ED discharge in older adults. METHODS We conducted chart review of 600 ED visit records among adults older than 65 years that resulted in discharge from any of 13 hospitals within an integrated health system in 2009 to 2010. We randomly chose 300 patients who experienced the combined outcome within 7 days of discharge and matched case patients to controls who did not experience the outcome. Two emergency physicians blinded to the outcome reviewed the records and identified whether a number of characteristics were present. Predictors of the outcome were identified with conditional logistic regression. RESULTS Of 1,442,594 ED visits to Kaiser Permanente Southern California in 2009 to 2010, 300 unique cases and 300 unique control records were randomly abstracted. Characteristics associated with the combined poor outcome included cognitive impairment (adjusted odds ratio [AOR] 2.10; 95% confidence interval [CI] 1.19 to 3.56), disposition plan change (AOR 2.71; 95% CI 1.50 to 4.89), systolic blood pressure less than 120 mm Hg (AOR 1.48; 95% CI 1.00 to 2.20), and pulse rate greater than 90 beats/min (AOR 1.66; 95% CI 1.02 to 2.71). CONCLUSION We found that older patients discharged from the ED with a change in disposition from "admit" to "discharge," cognitive impairment, systolic blood pressure less than 120 mm Hg, and pulse rate greater than 90 beats/min were at increased risk of death or ICU admission shortly after discharge. Increased awareness of these high-risk characteristics may improve ED disposition decisionmaking.
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Affiliation(s)
- Gelareh Z Gabayan
- Department of Medicine, University of California, Los Angeles, CA; Department of Medicine, Greater Los Angeles Veterans Affairs Healthcare System, Los Angeles, CA.
| | - Michael K Gould
- Department of Research and Evaluation, Kasier Permanente Southern California, Pasadena, CA
| | - Robert E Weiss
- Department of Biostatistics, UCLA Fielding School of Public Health, Los Angeles, CA
| | - Neil Patel
- Department of Medicine, University of California, Los Angeles, CA; Department of Medicine, Greater Los Angeles Veterans Affairs Healthcare System, Los Angeles, CA
| | - Kwame A Donkor
- Department of Medicine, University of California, Los Angeles, CA; Department of Medicine, Greater Los Angeles Veterans Affairs Healthcare System, Los Angeles, CA
| | - Vicki Y Chiu
- Department of Research and Evaluation, Kasier Permanente Southern California, Pasadena, CA
| | - Sau C Yiu
- Department of Research and Evaluation, Kasier Permanente Southern California, Pasadena, CA
| | - Jason P Jones
- Kaiser Foundation Hospital and Health Plan, Pasadena, CA
| | - Jerome R Hoffman
- Emergency Medicine Center, University of California, Los Angeles, CA
| | - Catherine A Sarkisian
- Department of Medicine, University of California, Los Angeles, CA; Department of Medicine, Greater Los Angeles Veterans Affairs Healthcare System, Los Angeles, CA
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Gabayan GZ, Derose SF, Chiu VY, Yiu SC, Sarkisian CA, Jones JP, Sun BC. Emergency Department Crowding and Outcomes After Emergency Department Discharge. Ann Emerg Med 2015; 66:483-492.e5. [PMID: 26003004 DOI: 10.1016/j.annemergmed.2015.04.009] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2014] [Revised: 03/31/2015] [Accepted: 04/02/2015] [Indexed: 11/28/2022]
Abstract
STUDY OBJECTIVE We assess whether a panel of emergency department (ED) crowding measures, including 2 reported by the Centers for Medicare & Medicaid Services (CMS), is associated with inpatient admission and death within 7 days of ED discharge. METHODS We conducted a retrospective cohort study of ED discharges, using data from an integrated health system for 2008 to 2010. We assessed patient transit-level (n=3) and ED system-level (n=6) measures of crowding, using multivariable logistic regression models. The outcome measures were inpatient admission or death within 7 days of ED discharge. We defined a clinically important association by assessing the relative risk ratio and 95% confidence interval (CI) difference and also compared risks at the 99th percentile and median value of each measure. RESULTS The study cohort contained a total of 625,096 visits to 12 EDs. There were 16,957 (2.7%) admissions and 328 (0.05%) deaths within 7 days. Only 2 measures, both of which were patient transit measures, were associated with the outcome. Compared with a median evaluation time of 2.2 hours, the evaluation time of 10.8 hours (99th percentile) was associated with a relative risk of 3.9 (95% CI 3.7 to 4.1) of an admission. Compared with a median ED length of stay (a CMS measure) of 2.8 hours, the 99th percentile ED length of stay of 11.6 hours was associated with a relative risk of 3.5 (95% CI 3.3 to 3.7) of admission. No system measure of ED crowding was associated with outcomes. CONCLUSION Our findings suggest that ED length of stay is a proxy for unmeasured differences in case mix and challenge the validity of the CMS metric as a safety measure for discharged patients.
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Affiliation(s)
- Gelareh Z Gabayan
- Department of Medicine, University of California, and the Department of Medicine, Greater Los Angeles Veterans Affairs Healthcare System, Los Angeles, CA.
| | - Stephen F Derose
- Kasier Permanente Southern California, Department of Research and Evaluation, Pasadena, CA
| | - Vicki Y Chiu
- Kasier Permanente Southern California, Department of Research and Evaluation, Pasadena, CA
| | - Sau C Yiu
- Kasier Permanente Southern California, Department of Research and Evaluation, Pasadena, CA
| | - Catherine A Sarkisian
- Department of Medicine, University of California, and the Department of Medicine, Greater Los Angeles Veterans Affairs Healthcare System, Los Angeles, CA
| | - Jason P Jones
- Kasier Permanente Southern California, Department of Research and Evaluation, Pasadena, CA
| | - Benjamin C Sun
- Department of Emergency Medicine, Oregon Health and Science University, Portland, OR
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Chao C, Chiu VY, Xu L, Cooper RM. Survival differences by race/ethnicity in adolescents and young adults diagnosed with non-Hodgkin lymphoma. J Clin Oncol 2014. [DOI: 10.1200/jco.2014.32.15_suppl.9580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Chun Chao
- Kaiser Permanente Southern California, Pasadena, CA
| | - Vicki Y Chiu
- Research and Evaluation, Kaiser Permanente Southern California, Los Angeles, CA
| | - Lanfang Xu
- Kaiser Permanente Southern California, Pasadena, CA
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Abbas MA, Cannom RR, Chiu VY, Burchette RJ, Radner GW, Haigh PI, Etzioni DA. Triage of patients with acute diverticulitis: are some inpatients candidates for outpatient treatment? Colorectal Dis 2013; 15:451-7. [PMID: 23061533 DOI: 10.1111/codi.12057] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2012] [Accepted: 08/22/2012] [Indexed: 02/08/2023]
Abstract
AIM Current recommendations regarding the triage of patients with acute diverticulitis for inpatient or outpatient treatment are vague. We hypothesized that a significant number of patients treated as an inpatient could be managed as an outpatient. METHOD A retrospective cohort study was carried out of 639 patients admitted for a first episode of diverticulitis. The diagnosis of acute diverticulitis was confirmed by computed tomography (CT). The endpoints included length of stay, need for surgery, percutaneous drainage and mortality. Patients were considered to have had a minimal hospitalization, defined as survival to discharge without needing a procedure, hospitalization of ≤ 3 days and no readmission for diverticulitis within 30 days after discharge. RESULTS Of 639 patients, 368 (57.6%) had a minimal hospitalization. Female gender and CT scan findings of free air/fluid were negatively associated with the likelihood of minimal hospitalization. The presence of an abscess < 3 cm and stranding on CT did not predict the need for a higher level of care. Despite the statistical significance of several patient-level predictors, the model did not identify patients likely to need only minimal hospitalization. CONCLUSION Most patients admitted with acute diverticulitis are discharged after minimal hospitalization. Free air/liquid in a patient admitted for acute diverticulitis indicates a more severe clinical course.
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Affiliation(s)
- M A Abbas
- Department of Surgery, Kaiser Permanente, Los Angeles, CA, USA
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Derose SF, Green K, Marrett E, Tunceli K, Cheetham TC, Chiu VY, Harrison TN, Reynolds K, Vansomphone SS, Scott RD. Automated outreach to increase primary adherence to cholesterol-lowering medications. JAMA Intern Med 2013; 173:38-43. [PMID: 23403978 DOI: 10.1001/2013.jamainternmed.717] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.0] [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: 11/14/2022]
Abstract
BACKGROUND Primary nonadherence occurs when new prescriptions are not dispensed. Little is known about how to reduce primary nonadherence. We performed a randomized controlled trial to evaluate an automated system to decrease primary nonadherence to statins for lowering cholesterol. METHODS Adult members of Kaiser Permanente Southern California with no history of statin use within the past year who did not fill a statin prescription after 1 to 2 weeks were passively enrolled. The intervention group received automated telephone calls followed 1 week later by letters for continued nonadherence; the control group received no outreach. The primary outcome was a statin dispensed up to 2 weeks after delivery of the letter. Secondary outcomes included refills at intervals up to 1 year. Intervention effectiveness was determined by intent-to-treat analysis and Fisher exact test. Subgroups were examined using logistic regression. RESULTS There were 2606 participants in the intervention group and 2610 in the control group. Statins were dispensed to 42.3% of intervention participants and 26.0% of control participants (absolute difference, 16.3%; P < .001). The relative risk for the intervention vs control group was 1.63 (95% CI, 1.50-1.76). Intervention effectiveness varied slightly by age (P = .045) but was effective across all age strata. Differences in the frequency of statin dispensations persisted up to 1 year (P < .001). CONCLUSIONS The intervention was effective in reducing primary nonadherence to statin medications. Because of low marginal costs for outreach, this strategy appears feasible for reducing primary nonadherence. This approach may generalize well to other medications and chronic conditions.
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Affiliation(s)
- Stephen F Derose
- Department of Research and Evaluation, Southern California Kaiser Permanente, Pasadena, CA 91188, USA.
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Lawrence JM, Andrade SE, Avalos LA, Beaton SJ, Chiu VY, Davis RL, Dublin S, Pawloski PA, Raebel MA, Smith DH, Toh S, Wang JQ, Kaplan S, Amini T, Hampp C, Hammad TA, Scott PE, Cheetham TC. Prevalence, Trends, and Patterns of Use of Antidiabetic Medications Among Pregnant Women, 2001-2007. Obstet Gynecol 2013. [DOI: http:/10.1097/aog.0b013e318278ce86] [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: 01/17/2023]
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Lawrence JM, Andrade SE, Avalos LA, Beaton SJ, Chiu VY, Davis RL, Dublin S, Pawloski PA, Raebel MA, Smith DH, Toh S, Wang JQ, Kaplan S, Amini T, Hampp C, Hammad TA, Scott PE, Cheetham TC. Prevalence, trends, and patterns of use of antidiabetic medications among pregnant women, 2001-2007. Obstet Gynecol 2013; 121:106-14. [PMID: 23262934 PMCID: PMC3811068 DOI: 10.1097/aog.0b013e318278ce86] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To describe the prevalence, trends, and patterns in use of antidiabetic medications to treat hyperglycemia and insulin resistance before and during pregnancy in a large U.S. cohort of insured pregnant women. METHODS Pregnancies resulting in live births were identified (N=437,950) from 2001 to 2007 among 372,543 females 12-50 years of age at delivery from 10 health maintenance organizations participating in the Medication Exposure in Pregnancy Risk Evaluation Program. Information for these descriptive analyses, including all antidiabetic medications dispensed during this period, was extracted from electronic health records and newborn birth certificates. RESULTS A little more than 1% (1.21%) of deliveries were to women dispensed antidiabetic medication in the 120 days before pregnancy. Use of antidiabetic medications before pregnancy increased from 0.66% of deliveries in 2001 to 1.66% of deliveries in 2007 (P<.001) because of an increase in metformin use. Most women using metformin before pregnancy had a diagnosis code for polycystic ovaries or female infertility (67.2%), whereas only 13.6% had a diagnosis code for diabetes. The use of antidiabetic medications during the second or third trimester of pregnancy increased from 2.8% of deliveries in 2001 to 3.6% in 2007 (P<.001). Approximately two thirds (68%) of women using metformin before pregnancy did not use any antidiabetic medications during pregnancy. CONCLUSIONS Antidiabetic medication use before and during pregnancy increased from 2001 to 2007, possibly because of increasing prevalence of gestational diabetes mellitus, type 1 and type 2 diabetes, and other conditions associated with insulin resistance. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Jean M Lawrence
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California 91101, USA.
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Derose SF, Gabayan GZ, Chiu VY, Sun BC. Patterns and preexisting risk factors of 30-day mortality after a primary discharge diagnosis of syncope or near syncope. Acad Emerg Med 2012; 19:488-96. [PMID: 22594351 DOI: 10.1111/j.1553-2712.2012.01336.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVES The risk of short-term mortality after an emergency department (ED) visit for syncope is poorly understood, resulting in prognostic uncertainty and frequent hospital admission. The authors determined patterns and risk factors for short-term mortality after a diagnosis of syncope or near syncope to aid in medical decision-making. METHODS A retrospective cohort study was performed of adult members of Kaiser Permanente Southern California seen at 11 EDs from 2002 to 2006 with a primary discharge diagnosis of syncope or near syncope (International Classification of Diseases, Ninth Revision [ICD-9] 780.2). The outcome was 30-day mortality. Proportional hazards time-to-event regression models were used to identify risk factors. RESULTS There were 22,189 participants with 23,951 ED visits, resulting in 307 deaths by 30 days. A relatively lower risk of death was reached within 2 weeks for ages 18 to 59 years, but not until 3 months or more for ages 60 and older. Preexisting comorbidities associated with increased mortality included heart failure (hazard ratio [HR] = 14.3 in ages 18 to 59 years, HR = 3.09 in ages 60 to 79 years, HR = 2.34 in ages 80 years plus; all p < 0.001), diabetes (HR = 1.49, p = 0.002), seizure (HR = 1.65, p = 0.016), and dementia (HR = 1.41, p = 0.034). If the index visit followed one or more visits for syncope in the previous 30 days, it was associated with increased mortality (HR = 1.86, p = 0.024). Absolute risk of death at 30 days was under 0.2% in those under 60 years without heart failure and more than 2.5% across all ages in those with heart failure. CONCLUSIONS The low risk of death after an ED visit for syncope or near syncope in patients younger than 60 years old without heart failure may be helpful when deciding who to admit for inpatient evaluation. The presence of one or more comorbidities that predict death and a prior visit for syncope should be considered in clinical decisions and risk stratification tools for patients with syncope. Close clinical follow-up seems advisable in patients 60 years and older due to a prolonged risk of death.
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Affiliation(s)
- Stephen F Derose
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA.
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Getahun D, Fassett MJ, Dublin S, Wing DA, Caughey AB, Chiu VY, Jacobsen SJ. 284: Is the recent trend in elective induction of labor modified by race/ethnicity and gestational age at delivery? Am J Obstet Gynecol 2012. [DOI: 10.1016/j.ajog.2011.10.302] [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: 10/14/2022]
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Lee SL, Shekherdimian S, Chiu VY. Effect of race and socioeconomic status in the treatment of appendicitis in patients with equal health care access. ACTA ACUST UNITED AC 2011; 146:156-61. [PMID: 21339425 DOI: 10.1001/archsurg.2010.328] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
BACKGROUND Lower socioeconomic and minority racial/ethnic status have been linked to delays in surgical care and thus higher appendiceal perforation rates. HYPOTHESIS Equal access to health care eliminates the previously reported socioeconomic and racial/ethnic disparities in rates of appendiceal perforation. DESIGN Retrospective cohort study using discharge abstract data and US census data. SETTING Twelve regional Kaiser Permanente hospitals in southern California. PATIENTS A total of 16,156 patients treated for appendicitis. Patients were divided into low, medium, and high groups based on annual household income and educational level, as well as racial/ethnic status (white, black, Hispanic, and Asian). MAIN OUTCOME MEASURES Appendiceal perforation (AP) rate and length of hospitalization (LOH). RESULTS The adjusted odds ratio for AP was lower in Hispanics and similar in blacks and Asians compared with whites. The odds ratio for AP was similar in high- and medium-income families compared with low-income families. The odds ratio for AP was higher in patients with high educational levels and similar in those with medium educational levels compared with low educational levels. The adjusted LOH was longer in blacks, shorter in Hispanics, and similar in Asians compared with whites. The LOH was similar in high- and medium-income families compared with low-income families. The LOH was higher in patients with medium educational levels and similar in those with high educational levels compared with low educational levels. CONCLUSIONS Lower socioeconomic background and minority race/ethnicity did not correlate with higher AP rates or a clinically longer LOH in patients with equal access to care. Based on these findings, we believe that equal health care access leads to equivalent outcomes in all patients with appendicitis.
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Affiliation(s)
- Steven L Lee
- Division of Pediatric Surgery, Kaiser Permanente, Los Angeles Medical Center, 4760 Sunset Blvd, Third Floor, Los Angeles, CA 90027, USA.
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Abstract
PURPOSE Many patients with acute diverticulitis can be managed as outpatients, but the success rate of this approach has not been thoroughly studied. We analyzed a large cohort of patients treated on an outpatient basis for an initial episode of acute diverticulitis to test our hypothesis that outpatient treatment of acute diverticulitis is highly effective. METHODS We analyzed patients within the Kaiser Permanente Southern California system (from 2006 to 2007) who were diagnosed with an initial episode of diverticulitis during an emergency room visit and subsequently discharged home. Each patient underwent a computed tomography (CT) scan for diagnosis or for confirmation of a diagnosis, and each radiologic report was evaluated regarding the presence of free fluid, phlegmon, perforation, and abscess. Treatment failure was defined as a return to the emergency room or an admission for diverticulitis within 60 days of the initial evaluation. RESULTS Our study included 693 patients, of whom 54% were women, the average age was 58.5 years, and 6% failed treatment. In multivariate analysis, women (odds ratio, 3.08 [95% CI, 1.31-7.28]) and patients with free fluid on CT scan (odds ratio, 3.19 [95% CI, 1.45-7.05]) were at significantly higher risk for treatment failure. Age, white blood cell count, Charlson score, and duration of antibiotics were not significant predictive factors. CONCLUSIONS In a retrospective analysis, among a cohort of patients who were referred for outpatient treatment, we found that such treatment was effective for the vast majority (94%) of patients. Women and those with free fluid on CT scan appear to be at higher risk for treatment failure.
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Affiliation(s)
- David A Etzioni
- Department of Colorectal Surgery, University of Southern California, Los Angeles, California 90033, USA.
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Lee SL, Shekherdimian S, Chiu VY, Sydorak RM. Perforated appendicitis in children: equal access to care eliminates racial and socioeconomic disparities. J Pediatr Surg 2010; 45:1203-7. [PMID: 20620321 DOI: 10.1016/j.jpedsurg.2010.02.089] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2010] [Accepted: 02/22/2010] [Indexed: 11/28/2022]
Abstract
PURPOSE The aim of the study was to determine whether equal access to health care eliminates racial and socioeconomic disparities in appendicitis outcomes. METHODS A review of patients younger than 18 years treated for appendicitis for a decade was performed. Outcomes were appendiceal perforation (AP) rate and length of hospitalization (LOH). Independent variables included racial status, annual median per capita income, and parental education level. RESULTS Seven thousand two hundred forty-seven patients were identified (mean age, 11.6 years; 62% male). The adjusted odds ratio (OR) for AP was similar in blacks, Hispanics, and Asians compared to whites. The OR for AP was similar in high- and medium-income families compared to low-income families. The OR for AP was similar in high and medium parental education levels compared to low parental education levels. The adjusted LOH was longer in blacks and similar in Hispanics and Asians compared to whites. The LOH was shorter in high- and similar in medium-income families compared to low-income families. The LOH was similar in all parental education levels. CONCLUSION Lower socioeconomic background and minority status did not correlate with higher appendiceal perforation rates or a clinically longer LOH in children with equal access to care. The previously reported disparities in pediatric appendicitis outcome are preventable with equal access to care.
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Affiliation(s)
- Steven L Lee
- Division of Pediatric Surgery, Kaiser Permanente, Los Angeles Medical Center, Los Angeles, CA 90027, USA.
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