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Shree R, MacKinnon HJ, Hannan J, Kolarova TR, Reichel J, Lockwood CM. Anticoagulation use is associated with lower fetal fraction and more indeterminate results. Am J Obstet Gynecol 2024; 230:95.e1-95.e10. [PMID: 37429430 PMCID: PMC10772208 DOI: 10.1016/j.ajog.2023.07.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 06/30/2023] [Accepted: 07/03/2023] [Indexed: 07/12/2023]
Abstract
BACKGROUND Maternal anticoagulation use may increase indeterminate result rates on cell-free DNA-based screening, but existing studies are confounded by inclusion of individuals with autoimmune disease, which alone is associated with indeterminate results. Changes in chromosome level Z-scores are proposed by others as a reason for indeterminate results, but the etiology of this is uncertain. OBJECTIVE This study aimed to evaluate differences in fetal fraction, indeterminate result rate, and total cell-free DNA concentration in individuals on anticoagulation without autoimmune disease compared with controls undergoing noninvasive prenatal screening. Secondly, using a nested case-control design, we evaluated differences in fragment size, GC-content, and Z-scores to evaluate laboratory-level test characteristics. STUDY DESIGN This was a retrospective single-institution study of pregnant individuals undergoing cell-free DNA-based noninvasive prenatal screening using low-pass whole-genome sequencing between 2017 and 2021. Individuals with autoimmune disease, suspected aneuploidy, and cases where fetal fraction was not reported were excluded. Anticoagulation included heparin-derived products (unfractionated heparin, low-molecular-weight heparin), clopidogrel, and fondaparinux, with a separate group for those on aspirin alone. An indeterminate result was defined as fetal fraction <4%. We evaluated the association between maternal anticoagulation or aspirin use, and fetal fraction, indeterminate results, and total cell-free DNA concentration using univariate and multivariate analyses, controlling for body mass index, gestational age at sample collection, and fetal sex. For the anticoagulation cohort, we compared laboratory-level test characteristics among cases (on anticoagulation) and a subset of controls. Lastly, we evaluated for differences in chromosome level Z-scores among those on anticoagulation with and without indeterminate results. RESULTS A total of 1707 pregnant individuals met the inclusion criteria. Of those, 29 were on anticoagulation and 81 were on aspirin alone. For those on anticoagulation, the fetal fraction was significantly lower (9.3% vs 11.7%; P<.01), the indeterminate result rate was significantly higher (17.2% vs 2.7%; P<.001), and the total cell-free DNA concentration was significantly higher (218 pg/μL vs 83.7 pg/μL; P<.001). Among those on aspirin alone, the fetal fraction was lower (10.6% vs 11.8%; P=.04); however, there were no differences in the rate of indeterminate results (3.7% vs 2.7%; P=.57) or total cell-free DNA concentration (90.1 pg/μL vs 83.8 pg/μL; P=.31). After controlling for maternal body mass index, gestational age at sample collection, and fetal sex, anticoagulation was associated with an >8-fold increase in the likelihood of an indeterminate result (adjusted odds ratio, 8.7; 95% confidence interval, 3.1-24.9; P<.001), but not aspirin (adjusted odds ratio, 1.2; 95% confidence interval, 0.3-4.1; P=.8). Anticoagulation was not associated with appreciable differences in cell-free DNA fragment size or GC-content. Although differences in chromosome 13 Z-scores were observed, none were observed for chromosomes 18 or 21, and this difference did not contribute to the indeterminate result call. CONCLUSION In the absence of autoimmune disease, anticoagulation use, but not aspirin, is associated with lower fetal fraction, higher total cell-free DNA concentration, and higher rates of indeterminate results. Anticoagulation use was not accompanied by differences in cell-free DNA fragment size or GC-content. Statistical differences in chromosome level Z-scores did not clinically affect aneuploidy detection. This suggests a likely dilutional effect by anticoagulation on cell-free DNA-based noninvasive prenatal screening assays contributing to low fetal fraction and indeterminate results, and not laboratory or sequencing-level changes.
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Affiliation(s)
- Raj Shree
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Washington, Seattle, WA.
| | - Hayley J MacKinnon
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Washington, Seattle, WA
| | - Joely Hannan
- University of Washington School of Medicine, University of Washington, Seattle, WA
| | - Teodora R Kolarova
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Washington, Seattle, WA
| | - Jonathan Reichel
- Department of Laboratory Medicine & Pathology, University of Washington, Seattle, WA
| | - Christina M Lockwood
- Department of Laboratory Medicine & Pathology, University of Washington, Seattle, WA
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Shree R, Kolarova TR, MacKinnon HJ, Lockwood CM, Chandrasekaran S. Association of fetal fraction with hypertensive disorders of pregnancy incidence and disease severity. Am J Obstet Gynecol MFM 2022; 4:100671. [PMID: 35644526 PMCID: PMC9452472 DOI: 10.1016/j.ajogmf.2022.100671] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 05/06/2022] [Accepted: 05/24/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND Hypertensive disorders of pregnancy contribute to maternal and offspring morbidity and mortality. Studies suggest that a lower early pregnancy fetal fraction is associated with an increased risk of hypertensive disorders of pregnancy. However, maternal obesity significantly affects fetal fraction and is a risk factor for hypertensive disorders of pregnancy. OBJECTIVE We determined the association between fetal fraction (using a standardized single-institution platform, including male and female fetuses) and hypertensive disorders of pregnancy, stratified by obesity status. Second, we evaluated differences in total cell-free DNA concentration and correlation of fetal fraction with clinical markers of hypertensive disorders of pregnancy severity. STUDY DESIGN This was a retrospective, single-institution study of a previously validated cell-free DNA-based noninvasive prenatal screening assay of 1058 samples. Maternal body mass index at the time of noninvasive prenatal screening was assessed, and hypertensive disorders of pregnancy were confirmed by a detailed medical record review. Differences in fetal fraction and total cell-free DNA concentration between the groups were assessed with univariate analyses. Multivariable regression was used to evaluate the association between fetal fraction and hypertensive disorders of pregnancy, adjusted for body mass index, maternal age, gestational age at noninvasive prenatal screening, and fetal sex. The association between fetal fraction and hypertensive disorders of pregnancy among individuals with obesity (body mass index, ≥30 kg/m2) and individuals without obesity (body mass index, <30 kg/m2) was investigated while controlling for the aforementioned covariates. Lastly, multivariable linear regression was used to evaluate the association between fetal fraction and clinical markers of hypertensive disorders of pregnancy severity. RESULTS We identified individuals with (n=117) and without (n=941) hypertensive disorders of pregnancy with noninvasive prenatal screening drawn before 20 weeks of gestation and with fetal fraction and body mass index data available. Those with hypertensive disorders of pregnancy had a lower fetal fraction (10.2%±4.2% vs 11.6%±4.7%; P<.01), without differences in total cell-free DNA concentration (P=.14). When groups were stratified by obesity status, this relationship was only valid for individuals without obesity (P=.02). Only when logistic regression analysis was restricted to individuals without obesity did the likelihood of hypertensive disorders of pregnancy rise with decreasing fetal fraction (odds ratio, 0.93; 95% confidence interval, 0.88-0.99; P=.02). In addition, fetal fraction was inversely associated with maximum systolic blood pressure at the time of hypertensive disorders of pregnancy only in the population without obesity (β, -0.08; 95% confidence interval, -0.147 to -0.01; P=.02). CONCLUSION Although a lower fetal fraction is associated with the development of hypertensive disorders of pregnancy, the use of this parameter for the prediction may be problematic in individuals with obesity, as obesity has such a profound effect on fetal fraction. However, we uniquely noted that among individuals without obesity, fetal fraction is lower for those that develop hypertensive disorders of pregnancy and lower fetal fraction increases the odds of hypertensive disorders of pregnancy development. Lastly, low fetal fraction in the population without obesity that developed hypertensive disorders of pregnancy was associated with higher systolic blood pressure at the time of hypertensive disorders of pregnancy, an important clinical marker of hypertensive disorders of pregnancy severity. As analytical approaches of cell-free DNA interrogation advance, the prediction of placental-mediated disorders with first-trimester sampling is likely to improve, although this may remain challenging in gravidas with obesity, a cohort at high risk of developing hypertensive disorders of pregnancy.
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Affiliation(s)
- Raj Shree
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Washington, Seattle, WA (Drs Shree, Kolarova, Mackinnon, and Chandrasekaran).
| | - Teodora R Kolarova
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Washington, Seattle, WA (Drs Shree, Kolarova, Mackinnon, and Chandrasekaran)
| | - Hayley J MacKinnon
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Washington, Seattle, WA (Drs Shree, Kolarova, Mackinnon, and Chandrasekaran)
| | - Christina M Lockwood
- Department of Laboratory Medicine, University of Washington, Seattle, WA (Dr Lockwood)
| | - Suchitra Chandrasekaran
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Washington, Seattle, WA (Drs Shree, Kolarova, Mackinnon, and Chandrasekaran); Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Emory University, Atlanta, GA (Dr Chandrasekaran)
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Johnsen JM, MacKinnon HJ. JTH in Clinic - Obstetric bleeding: VWD and other inherited bleeding disorders. J Thromb Haemost 2022; 20:1568-1575. [PMID: 35621921 DOI: 10.1111/jth.15770] [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: 05/21/2022] [Accepted: 05/25/2022] [Indexed: 01/19/2023]
Abstract
Individuals with inherited bleeding disorders (IBDs) have higher bleeding risk during pregnancy, childbirth, and the postpartum period. Clinical management requires recognition of the IBD as high risk for postpartum hemorrhage and a personalized multidisciplinary approach that includes the patient in decision making. When the fetus is known or at risk to inherit a bleeding disorder, fetal and neonatal bleeding risk also need to be considered. In pregnant IBD patients, it is common for providers to need to make decisions in the absence of high level of certainty evidence. We here present the case of a pregnant von Willebrand disease patient that reached multiple decision points where there is currently clinical ambiguity due to a lack of high level of certainty evidence. For each stage of her care, from diagnosis to the postpartum period, we discuss current literature and describe our approach. This is followed by a brief overview of considerations in other IBDs and pregnancy.
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Affiliation(s)
- Jill M Johnsen
- Bloodworks Research Institute, Seattle, WA, USA
- Department of Medicine, University of Washington, Seattle, Washington, USA
- Washington Center for Bleeding Disorders, Seattle, Washington, USA
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Shree R, Kolarova TR, MacKinnon HJ, Hedge JM, Vinopal E, Ma KK, Lockwood CM, Chandrasekaran S. Low fetal fraction in obese women at first trimester cell-free DNA based prenatal screening is not accompanied by differences in total cell-free DNA. Prenat Diagn 2021; 41:1277-1286. [PMID: 34297415 DOI: 10.1002/pd.6023] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 06/26/2021] [Accepted: 07/10/2021] [Indexed: 01/27/2023]
Abstract
OBJECTIVE Reasons for first trimester noninvasive prenatal screening (NIPS) test failure in obese women remain elusive. As dilution from maternal sources may be explanatory, we determined the relationship between obesity, fetal fraction (FF), and total cell-free DNA (cfDNA) using our NIPS platform. METHODS We assessed differences in first trimester (≤14 weeks) FF, indeterminate rate, and total cfDNA between obese (n = 518) and normal-weight women (n = 237) after exclusion of confounders (anticoagulation, autoimmunity, aneuploidy) and controlling for covariates. RESULTS Fetal fraction was lower, and the indeterminate rate higher, in obese compared to controls (9.2% ± 4.4 vs. 12.5% ± 4.5, p < 0.001 and 8.4 vs. 1.7%, p < 0.001, respectively), but total cfDNA was not different (92.0 vs. 82.1 pg/µl, p = 0.10). For each week, the FF remained lower in obese women (all p < 0.01) but did not increase across the first trimester for either group. Obesity increased the likelihood of indeterminate result (OR 6.1, 95% CI 2.5, 14.8; p < 0.001) and maternal body mass index correlated with FF (β -0.27, 95% CI -0.3, -0.22; p < 0.001), but not with total cfDNA (β 0.49, 95% CI -0.55, 1.53; p = 0.3). CONCLUSIONS First trimester obese women have persistently low FF and higher indeterminate rates, without differences in total cfDNA, suggesting placental-specific mechanisms versus dilution from maternal sources as a potential etiology.
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Affiliation(s)
- Raj Shree
- Department of Obstetrics & Gynecology, Division of Maternal Fetal Medicine, University of Washington, Seattle, Washington, USA
| | - Teodora R Kolarova
- Department of Obstetrics & Gynecology, Division of Maternal Fetal Medicine, University of Washington, Seattle, Washington, USA
| | - Hayley J MacKinnon
- Department of Obstetrics & Gynecology, Division of Maternal Fetal Medicine, University of Washington, Seattle, Washington, USA
| | - Jaclynne M Hedge
- School of Medicine, University of Washington, Seattle, Washington, USA
| | - Elena Vinopal
- School of Medicine, University of Washington, Seattle, Washington, USA
| | - Kimberly K Ma
- Department of Obstetrics & Gynecology, Division of Maternal Fetal Medicine, University of Washington, Seattle, Washington, USA
| | - Christina M Lockwood
- Department of Laboratory Medicine, University of Washington, Seattle, Washington, USA
| | - Suchitra Chandrasekaran
- Department of Obstetrics & Gynecology, Division of Maternal Fetal Medicine, University of Washington, Seattle, Washington, USA
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MacKinnon HJ, Schiff MA, Hoppe KK, Benedetti TJ, Delaney S. Increased length of active labor is associated with adverse perinatal outcomes among nulliparous women undergoing labor induction. J Matern Fetal Neonatal Med 2020; 35:2716-2722. [PMID: 32722982 DOI: 10.1080/14767058.2020.1797670] [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: 10/23/2022]
Abstract
OBJECTIVE Evaluate the association between current recommendations for active labor duration in nulliparous women undergoing labor induction and adverse perinatal outcomes. STUDY DESIGN Retrospective cohort study from 2012 to 2015. Subjects were nulliparous, 18-44 years, cephalic, singleton ≥37 weeks undergoing labor induction who reached active labor. We created three subgroups, defined by active labor duration from 6 to 10cm as < the median, median-95th percentile, and >95th percentile based on contemporary labor curves. We evaluated the association between subgroups and cesarean delivery, chorioamnionitis, blood loss (EBL), 5-minute Apgar score < 7, and neonatal intensive care unit (NICU) admission using logistic regression. RESULTS Among 356 women, 34.8% had an active labor duration < median, 43.3% were between the median-95th percentile, and 21.9% were >95th percentile. The risk of cesarean delivery increased with longer active labor duration; 1.8-fold (95%CI = 1.1-3.1) and 4.0-fold (95%CI = 2.5-6.5) for women whose active labors were between the median-95th percentile and >95th percentile, respectively. Chorioamnionitis increased by 3.9-fold (95%CI = 1.2-13.2) in the >95th percentile subgroup. Active labor length was not associated with EBL, Apgar scores, or NICU admission. CONCLUSIONS Cesarean delivery and chorioamnionitis increased significantly as induced active labor duration exceeded the median. This study provides a better understanding regarding the risks of longer active labor as defined by contemporary labor curves.
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Affiliation(s)
- Hayley J MacKinnon
- Department of Obstetrics and Gynecology, School of Medicine, University of Washington, Seattle, WA, USA
| | - Melissa A Schiff
- Department of Obstetrics and Gynecology, School of Medicine, University of Washington, Seattle, WA, USA
| | - Kara K Hoppe
- Department of Obstetrics and Gynecology, School of Medicine, University of Washington, Seattle, WA, USA
| | - Thomas J Benedetti
- Department of Obstetrics and Gynecology, School of Medicine, University of Washington, Seattle, WA, USA
| | - Shani Delaney
- Department of Obstetrics and Gynecology, School of Medicine, University of Washington, Seattle, WA, USA
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MacKinnon HJ, Schiff MA, Hoppe KK, Benedetti TJ, Delaney S. 359: Increased length of active labor is associated with adverse perinatal outcomes among nulliparous women undergoing labor induction. Am J Obstet Gynecol 2018. [DOI: 10.1016/j.ajog.2017.10.295] [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: 10/18/2022]
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MacKinnon HJ, Clarke AL, Young HL, Hull KL, Burton JO, Smith AC. Creating a SPARK: Investigating exercise behaviour and preferences in patients with chronic kidney disease to aid the design of exercise programmes. International Journal of Therapy and Rehabilitation 2015. [DOI: 10.12968/ijtr.2015.22.sup8.s2] [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: 11/11/2022]
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MacKinnon HJ, Feehally J, Smith AC. A review of the role of exercise and factors affecting its uptake for people with chronic kidney disease (CKD) not requiring renal replacement therapy. Pril (Makedon Akad Nauk Umet Odd Med Nauki) 2015; 36:37-46. [PMID: 26076773] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Chronic Kidney Disease (CKD) is a long-term progressive condition affecting 10-15% of people. The overlap of diabetes, hypertension and CKD in an aging population means that prevalence will only increase. CKD increases the risk of all-cause mortality, secondary to the elevated cardiovascular risk. It also significantly affects the patients' ability to engage in functional activities and their quality of life. The evidence base suggests that exercise has the capacity to improve symptom burden, functional ability and mental health. The majority of the patient population are pre-dialysis yet previous research has concentrated on dialysing patients. This review will focus on the patient group not requiring renal replacement therapy (non-RRT) as this is an area where further work is urgently needed. A large majority of people with CKD tend to be inactive despite emerging guidelines emphasising the positive effect of exercise for both people with chronic disease and healthy populations. This paper will review the evidence to support exercise to improve outcomes and quality of life and report on common barriers that patients experience and advocate the need for supported exercise interventions to help patients become more active and gain the potential resultant health benefits.
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Affiliation(s)
- H J MacKinnon
- Leicester Kidney Exercise Team, University of Leicester Academic Unit, Leicester General Hospital
- JohnWalls Renal Unit, Leicester General Hospital, UK
| | - J Feehally
- Leicester Kidney Exercise Team, University of Leicester Academic Unit, Leicester General Hospital
| | - A C Smith
- Leicester Kidney Exercise Team, University of Leicester Academic Unit, Leicester General Hospital
- JohnWalls Renal Unit, Leicester General Hospital, UK
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