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Leveraging genetic and population-level data to improve women’s health
Uppsala universitet, Science for Life Laboratory, SciLifeLab. Uppsala universitet, Medicinska och farmaceutiska vetenskapsområdet, Medicinska fakulteten, Institutionen för immunologi, genetik och patologi, Genomik och neurobiologi. Uppsala universitet, WoMHeR (Centre for Women’s Mental Health during the Reproductive Lifespan). (Åsa Johansson)ORCID-id: 0000-0003-1043-7065
2024 (Engelska)Doktorsavhandling, sammanläggning (Övrigt vetenskapligt)
Fritextbeskrivning
Abstract [en]

Hormonal contraception (HC) and menopausal hormone therapy (MHT) are commonly used medicines, but their safety profiles are uncertain due to conflicting research. This thesis aims to examine the potential risks associated with HC and MHT by utilizing large-scale population-based cohorts.

In Paper I, we prospectively examined the link between oral contraceptives (OCs) and MHT use with the risk of stroke in the UK Biobank (UKB). Cox regression with time-varying exposures was used to investigate if treatment effects vary with time and to avoid immortal time bias. We included time-varying covariates to account for potential confounding factors that change over time and might affect the exposure level. Our research showed higher stroke risk during the initial period after initiating both treatments and increased stroke risk with MHT use regardless of menopause timing.

In Paper II, we calculated the hazard rate of the first incidence of depression following OC use. To avoid the influence of healthy-user bias, we estimated the risk in first-time users and excluded previous users in the reference group. A unique aspect of our study was the sibling analysis, which explored the causal relationship between OC use and depression by examining female sibling pairs in the UKB. Our findings showed that initiating OC was associated with a higher risk of depression, especially among adolescents and during the initial phase of treatment.

Paper III explored the genetic predisposition to venous thromboembolism (VTE) among OC users in the UKB. Using polygenic risk scores, we demonstrated that women with a high genetic liability for VTE have a significantly increased risk when initiating OC. This suggests that genetic screening may be beneficial in personalising contraceptive advice and mitigating the risk of thrombotic events.

In Paper IV, we investigated the association between different types of contemporary MHT and the risk of cardiovascular disease, building upon our findings from Paper I. We emulated a target trial using the Swedish nationwide registers to estimate the intention-to-treat and per-protocol effect. We showed that specific MHT treatments, particularly those that combine estrogen and progestin, are linked to an increased risk of ischemic heart disease (IHD) and venous thromboembolism (VTE). Tibolone was positively associated with IHD and cerebral infarction but not VTE. 

In Paper V, we examined the risk of depression following HC initiation using the Swedish nationwide registers. Our research expanded upon the findings of Paper II by including various types of modern HCs and employing an emulated target trial study design. We observed an increased risk of depression among various HCs and found that the risk of depression is influenced by different dosages and types of progestins rather than the route of administration.

Using advanced analytical methods, we identified critical risk periods, variations in risk between different treatments and the interplay between treatment and genetics. While HC and MHT offer significant benefits, their potential side effects warrant careful consideration. Therefore, prescribing HCs and MHT should be approached with nuance, emphasising individual risk assessments and ongoing monitoring to optimise safety. 

 

Ort, förlag, år, upplaga, sidor
Uppsala: Acta Universitatis Upsaliensis, 2024. , s. 65
Serie
Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Medicine, ISSN 1651-6206 ; 2056
Nyckelord [en]
Hormonal contraception, menopausal hormone therapy, epidemiology, biostatistics, causal inference, polygenic risk scores, pharmacoepidemiology, cardiovascular disease, depression, stroke, thrombosis
Nationell ämneskategori
Annan medicinsk grundvetenskap
Forskningsämne
Epidemiologi; Medicinsk genetik
Identifikatorer
URN: urn:nbn:se:uu:diva-526446ISBN: 978-91-513-2143-1 (tryckt)OAI: oai:DiVA.org:uu-526446DiVA, id: diva2:1853239
Disputation
2024-06-14, Rudbecksalen, Rudbeck Laboratory, C11, Dag Hammarskjölds Väg 20, Uppsala, 13:00 (Engelska)
Opponent
Handledare
Tillgänglig från: 2024-05-23 Skapad: 2024-04-22 Senast uppdaterad: 2024-05-23
Delarbeten
1. Oral Contraceptives, Hormone Replacement Therapy, and Stroke Risk
Öppna denna publikation i ny flik eller fönster >>Oral Contraceptives, Hormone Replacement Therapy, and Stroke Risk
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2022 (Engelska)Ingår i: Stroke, ISSN 0039-2499, E-ISSN 1524-4628, Vol. 53, nr 10, s. 3107-3115Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

BACKGROUND: Millions of women worldwide use exogenous hormones as oral contraceptives or hormone replacement therapy. Still, time-dependent and long-term consequences of exogenous hormones on stroke risk remains unclear.

METHODS: We examined the association between self-reported oral contraceptive and hormone replacement therapy use and stroke risk in 257 194 women from the UK Biobank, born between 1939 and 1970. Outcomes included any type of stroke, ischemic stroke, intracerebral hemorrhage, and subarachnoid hemorrhage. Exposures were analyzed as time-varying variables in Cox regression models.

RESULTS: During first year of oral contraceptive use, an increased event rate of any stroke was observed (hazard ratio [HR], 2.49 [95% CI, 1.44-4.30]), while the hazards were found to be comparable during remaining years of use (HR, 1.00 [95% CI, 0.86-1.14]), compared with nonusers. Similarly, first year of hormone replacement therapy use was associated with higher hazard rates of any stroke (HR, 2.12 [95% CI, 1.66-2.70]), as well as cause-specific stroke, including ischemic stroke (HR, 1.93 [95% CI, 1.05-3.57]) and subarachnoid hemorrhage (HR, 2.17 [95% CI, 1.25-3.78]), which remained increased for any stroke during remaining years of use (HR, 1.18 [95% CI, 1.05-1.31]), and after discontinuation (HR, 1.16 [95% CI, 1.02-1.32]).

CONCLUSIONS: Oral contraceptive use and hormone replacement therapy were associated with an increased risk of stroke, especially during the first year of use, possibly due to immediate changes in hemostatic balance. This study provides new insights on the effects of hormone exposure on stroke risk and provide evidence of not only an overall risk but also a pronounced effects seen in the beginning of treatment.

Ort, förlag, år, upplaga, sidor
Lippincott Williams & Wilkins, 2022
Nationell ämneskategori
Farmakologi och toxikologi
Forskningsämne
Epidemiologi
Identifikatorer
urn:nbn:se:uu:diva-482558 (URN)10.1161/strokeaha.121.038659 (DOI)000856392500026 ()35735009 (PubMedID)
Forskningsfinansiär
HjärnfondenHjärt-LungfondenVetenskapsrådet
Anmärkning

De två sista författarna delar sistaförfattarskapet.

Tillgänglig från: 2022-08-24 Skapad: 2022-08-24 Senast uppdaterad: 2024-04-22Bibliografiskt granskad
2. Population-based cohort study of oral contraceptive use and risk of depression
Öppna denna publikation i ny flik eller fönster >>Population-based cohort study of oral contraceptive use and risk of depression
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2023 (Engelska)Ingår i: Epidemiology and Psychiatric Sciences, ISSN 2045-7960, E-ISSN 2045-7979, Vol. 32, artikel-id e39Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

AIM: Research on the effect of oral contraceptive (OC) use on the risk of depression shows inconsistent findings, especially in adult OC users. One possible reason for this inconsistency is the omission of women who discontinue OCs due to adverse mood effects, leading to healthy user bias. To address this issue, we aim to estimate the risk of depression that is associated with the initiation of OCs as well as the effect of OC use on lifetime risk of depression.

METHODS: This is a population-based cohort study based on data from 264,557 women from the UK Biobank. Incidence of depression was addressed via interviews, inpatient hospital or primary care data. The hazard ratio (HR) between OC use and incident depression was estimated by multivariable Cox regression with OC use as a time-varying exposure. To validate causality, we examined familial confounding in 7,354 sibling pairs.

RESULTS: We observed that the first 2 years of OC use were associated with a higher rate of depression compared to never users (HR = 1.71, 95% confidence interval [CI]: 1.55-1.88). Although the risk was not as pronounced beyond the first 2 years, ever OC use was still associated with an increased lifetime risk of depression (HR = 1.05, 95% CI: 1.01-1.09). Previous OC use were associated with a higher rate of depression compared to never users, with adolescent OC users driving the increased hazard (HR = 1.18, 95% CI: 1.12-1.25). No significant association were observed among adult OC users who had previously used OCs (HR = 1.00, 95% CI: 0.95-1.04). Notably, the sibling analysis provided further evidence for a causal effect of OC use on the risk of depression.

CONCLUSIONS: Our findings suggest that the use of OCs, particularly during the first 2 years, increases the risk of depression. Additionally, OC use during adolescence might increase the risk of depression later in life. Our results are consistent with a causal relationship between OC use and depression, as supported by the sibling analysis. This study highlights the importance of considering the healthy user bias as well as family-level confounding in studies of OC use and mental health outcomes. Physicians and patients should be aware of this potential risk when considering OCs, and individualized risk-benefit assessments should be conducted.

Ort, förlag, år, upplaga, sidor
Cambridge University Press, 2023
Nyckelord
depression, epidemiology, mental health, women
Nationell ämneskategori
Folkhälsovetenskap, global hälsa och socialmedicin
Identifikatorer
urn:nbn:se:uu:diva-505448 (URN)10.1017/S2045796023000525 (DOI)001004326300001 ()37303201 (PubMedID)
Forskningsfinansiär
VetenskapsrådetHjärnfondenUppsala universitet
Tillgänglig från: 2023-06-20 Skapad: 2023-06-20 Senast uppdaterad: 2025-02-20Bibliografiskt granskad
3. The risk of venous thromboembolism in oral contraceptive users: the role of genetic factors-a prospective cohort study of 240,000 women in the UK Biobank
Öppna denna publikation i ny flik eller fönster >>The risk of venous thromboembolism in oral contraceptive users: the role of genetic factors-a prospective cohort study of 240,000 women in the UK Biobank
2024 (Engelska)Ingår i: American Journal of Obstetrics and Gynecology, ISSN 0002-9378, E-ISSN 1097-6868, Vol. 230, nr 3, artikel-id 360Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

BACKGROUND: More than 150 million women worldwide use oral contraceptives. Women with inherited thrombophilia and carriers of certain thrombophilia gene variants, such as factor V Leiden and the prothrombin, are at an increased risk for venous thromboembolism, especially when combined with oral contraceptive use. Venous thromboembolism is a complex disorder involving many genetic risk factors, and recently, polygenic risk scores have been proposed to capture a significant proportion of the genetic risk of venous thromboembolism.

OBJECTIVE: The aim of this study was to estimate the risk for developing venous thromboembolism when initiating oral contraceptive use (first 2 years) and during continued use among women with a high genetic liability.

STUDY DESIGN: We used a prospective study design in which 244,420 participants from the UK Biobank were followed from birth. The effect of oral contraceptive use during the first 2 years and in the remaining years of oral contraceptive use on the risk of developing venous thromboembolism was estimated using a Cox regression with a time-dependent exposure variable. Women were stratified according to their polygenic risk scores and whether they were carriers of factor V Leiden and/or prothrombin variants.

RESULTS: When genetic risk was not considered, an increased risk for venous thromboembolism was observed during the first 2 years of oral contraceptive use (hazard ratio, 3.09; 95% confidence interval, 3.00-3.20) but not during continued use (hazard ratio, 0.92; 95% confidence interval, 0.80-1.05). However, when genetic risk was considered, women in the highest polygenic risk score category had a more pronounced risk of developing a venous thromboembolism during the first 2 years of oral contraceptive use (hazard ratio, 6.35; 95% confidence interval, 4.98-8.09), and a high risk was also observed among factor V Leiden (hazard ratio, 5.73; 95% confidence interval, 5.31-6.17) and prothrombin variant carriers (hazard ratio, 5.23; 95% confidence interval, 4.67 - 5.87). A high polygenic risk score in combination with being a factor V Leiden and prothrombin variant carrier conferred the highest risk for developing a venous thromboembolism during the first 2 years of oral contraceptive use (hazard ratio, 14.8; 95% confidence interval, 9.28-23.6). Women with a high genetic liability also had an increased risk during continued use but it was less pronounced, and the highest risk was conferred to carriers of both factor V Leiden and the prothrombin variant (hazard ratio, 4.93; 95% confidence interval, 3.16-7.7).

CONCLUSION: Evaluating polygenic risk can identify additional venous thromboembolism risk that is not captured in the commonly investigated genes for inherited thrombophilia. Our results indicate that oral contraceptive use is associated with an increased risk for developing a venous thromboembolism, particularly among women with a high genetic predisposition, and that oral contraceptive use dramatically increases the risk thereof short after initiation of use, which decreases with continued use. This suggests that the polygenic risk score could be used to identify women who are at high risk for developing a venous thromboembolism and advise them on alternative methods of contraception.

Ort, förlag, år, upplaga, sidor
Elsevier, 2024
Nyckelord
factor V Leiden, oral contraceptives, polygenic score, prothrombin G20210A, risk assessment, venous thromboembolism
Nationell ämneskategori
Kardiologi och kardiovaskulära sjukdomar
Identifikatorer
urn:nbn:se:uu:diva-514836 (URN)10.1016/j.ajog.2023.09.012 (DOI)001202312100001 ()37734636 (PubMedID)
Tillgänglig från: 2023-10-24 Skapad: 2023-10-24 Senast uppdaterad: 2025-02-10Bibliografiskt granskad
4. Contemporary menopausal hormone therapy and risk of cardiovascular disease - a Swedish nationwide register-based emulated target trial
Öppna denna publikation i ny flik eller fönster >>Contemporary menopausal hormone therapy and risk of cardiovascular disease - a Swedish nationwide register-based emulated target trial
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2024 (Engelska)Ingår i: The BMJ, E-ISSN 1756-1833Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

Objective To assess the effect of contemporary menopausal hormone therapy on the risk of cardiovascular disease according to the route of administration and combination of hormones.

Design Nationwide register based emulated target trial.

Setting Swedish national registries.

Participants 919 614 women aged 50-58 between 2007 and 2020 without hormone therapy use in the previous two years, identified from the Swedish population.

Interventions 138 nested trials were designed, starting each month from July 2007 until December 2018. Using the prescription registry data for that specific month, women who had not used hormone therapy in the previous two years were assigned to one of eight treatment groups: oral combined continuous, oral combined sequential, oral unopposed oestrogen, oral oestrogen with local progestin, tibolone, transdermal combined, transdermal unopposed oestrogen, or non-initiators of menopausal hormone therapy.

Main outcome measures Hazard ratios with 95% confidence intervals were estimated for venous thromboembolism, as well as for ischaemic heart disease, cerebral infarction, and myocardial infarction separately and as a composite cardiovascular disease outcome. Treatment effects were estimated by contrasting initiators and non-initiators in observational analogues to “intention-to-treat” analyses and continuous users versus never users in “per protocol” analyses.

Results A total of 77 512 women were initiators of any menopausal hormone therapy and 842 102 women were non-initiators. 24 089 women had an event recorded during the follow-up: 10 360 (43.0%) had an ischaemic heart disease event, 4098 (17.0%) had a cerebral infarction event, 4312 (17.9%) had a myocardial infarction event, and 9196 (38.2%) had a venous thromboembolic event. In intention-to-treat analyses, tibolone was associated with an increased risk of cardiovascular disease (hazard ratio 1.52, 95% confidence interval 1.11 to 2.08) compared with non-initiators. Initiators of tibolone or oral oestrogen-progestin therapy had a higher risk of ischaemic heart disease (1.46 (1.00 to 2.14) and 1.21 (1.00 to 1.46), respectively). A higher risk of venous thromboembolism was observed for oral continuous oestrogen-progestin therapy (1.61, 1.35 to 1.92), sequential therapy (2.00, 1.61 to 2.49), and oestrogen-only therapy (1.57, 1.02 to 2.44). Additional results in per protocol analyses showed that use of tibolone was associated with a higher risk of cerebral infarction (1.97, 1.02 to 3.78) and myocardial infarction (1.94, 1.01 to 3.73).

Conclusions Use of oral oestrogen-progestin therapy was associated with an increased risk of heart disease and venous thromboembolism, whereas the use of tibolone was associated with an increased risk of ischaemic heart disease, cerebral infarction, and myocardial infarction but not venous thromboembolism. These findings highlight the diverse effects of different hormone combinations and administration methods on the risk of cardiovascular disease.

Ort, förlag, år, upplaga, sidor
BMJ Publishing Group Ltd, 2024
Nationell ämneskategori
Folkhälsovetenskap, global hälsa och socialmedicin
Identifikatorer
urn:nbn:se:uu:diva-526444 (URN)10.1136/bmj-2023-078784 (DOI)001415827600007 ()39603704 (PubMedID)
Tillgänglig från: 2024-04-11 Skapad: 2024-04-11 Senast uppdaterad: 2025-03-04Bibliografiskt granskad
5. Contemporary hormonal contraception and risk of depression – a Swedish nationwide register-based emulated target trial
Öppna denna publikation i ny flik eller fönster >>Contemporary hormonal contraception and risk of depression – a Swedish nationwide register-based emulated target trial
(Engelska)Manuskript (preprint) (Övrigt vetenskapligt)
Nationell ämneskategori
Folkhälsovetenskap, global hälsa och socialmedicin
Identifikatorer
urn:nbn:se:uu:diva-526445 (URN)
Tillgänglig från: 2024-04-11 Skapad: 2024-04-11 Senast uppdaterad: 2025-02-20

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