Cardiovascular Risk Following Fertility Therapy
Open accessAbstract
Background The longer term cardiovascular effects of fertility therapy are unknown.Objectives The aim of this study was to summarize data linking fertility therapy with subsequent cardiovascular outcomes.Methods We systematically searched published reports for studies addressing the question "does fertility therapy increase the risk of longer term cardiovascular outcomes?" We included: 1) human studies; 2) case control, cohort, or randomized designs with 3) exposure to fertility therapy and 4) cardiovascular outcomes clearly reported; 5) presence of comparison group; 6) minimum 1-year follow-up; and 7) adjustment for age. Two independent reviewers screened abstracts, titles, and full texts, and assessed study quality. We used the DerSimonian and Laird random-effects models to pool hazard ratios (HRs) with 95% confidence intervals (CIs) of the following outcomes: acute cardiac event; stroke; venous thromboembolism; hypertension; and diabetes mellitus, comparing women who received fertility therapy with those who did not.Results Six observational studies met inclusion criteria including 41,910 women who received fertility therapy and 1,400,202 women who did not. There was no increased risk of a cardiac event (pooled HR: 0.91; 95% CI: 0.67 to 1.25; I 2 = 36.6%), or diabetes mellitus (pooled HR: 0.93; 95% CI: 0.87 to 1.001; I 2 = 0%). Results were not pooled for hypertension (I 2 = 95.0%) and venous thromboembolism (I 2 = 82.3%). There was a trend toward higher risk of stroke (pooled HR: 1.25; 95% CI: 0.96 to 1.63; I 2 = 0%).Conclusions The small number of studies and significant heterogeneity precludes definitive reassurance about the longer term cardiovascular safety of these treatments, particularly stroke. Future studies are needed to address ongoing knowledge gaps in this area.
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Written from the paper’s full text.
TL;DR
This systematic review and meta-analysis found no increased risk of acute cardiac events or diabetes mellitus after fertility therapy, but a non-significant trend toward higher stroke risk. The authors conclude that few studies and substantial heterogeneity preclude definitive reassurance about long-term cardiovascular safety.
Key findings
- Six observational studies included 41,910 women who received fertility therapy and 1,400,202 who did not; median follow-up was 9.8 years (range 1 to >20 years).
- Pooled risk was not increased for cardiac events (HR: 0.91; 95% CI: 0.67–1.25; I² = 36.6%) or diabetes mellitus (HR: 0.93; 95% CI: 0.87–1.001; I² = 0%).
- Stroke showed a trend toward higher risk (HR: 1.25; 95% CI: 0.96–1.63; I² = 0%).
- Results were not pooled for venous thromboembolism (I² = 82.3%) or hypertension (I² = 95.0%) because of substantial heterogeneity; individual estimates were discordant.
Methods
- Systematic review and meta-analysis following PRISMA and MOOSE guidelines, with an a priori protocol; databases were searched without language restriction through April 2016 and rerun in January 2017.
- Inclusion criteria required human studies with case-control, cohort, or randomized designs; fertility therapy exposure; cardiovascular outcomes; a comparison group; at least 1-year follow-up; and adjustment for age.
- DerSimonian and Laird random-effects models pooled hazard ratios with 95% confidence intervals; heterogeneity was assessed with I², and meta-analysis was not performed when I² > 80%.
Limitations
- The paper states that the small number of studies and significant between-study heterogeneity preclude definitive reassurance, particularly for stroke; confounding by indication, variable exposure classification, possible misclassification, and short follow-up are also noted.
- The paper states that publication bias was not formally assessed because all analyses included fewer than 10 studies, and pre-specified subgroup and sensitivity analyses were not performed because of the limited number of studies.
- Evident from the text: only one included study compared infertile women who used fertility therapy with infertile women who did not, and five studies were rated moderate risk of bias while one was rated serious risk of bias.
Model-written summary. Check it against the paper before relying on it.
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Claims the paper makes
0 of 61 cited sources checked · 0 supported · 0 flagged
- Findingown data
There was a trend toward higher risk of stroke (pooled HR: 1.25; 95% CI: 0.96 to 1.63; I2=0%).
“There was a trend toward higher risk of stroke (pooled HR: 1.25; 95% CI: 0.96 to 1.63; I 2 ¼ 0%).”
- Also stated in: § STROKE. · hedged
“Pooled analysis suggested a possible increase in the risk of stroke (HR: 1.25; 95% CI: 0.96 to 1.63; I 2 ¼ 0%) in women who received fertility therapy as compared with women who did not receive fertility therapy”
Quote in the paperSubstantial claim - Also stated in: § STROKE. · hedged
- Findingown data
Results were not pooled for venous thromboembolism (I2=82.3%).
“Results were not pooled for hypertension (I 2 ¼ 95.0%) and venous thromboembolism (I 2 ¼ 82.3%).”
- Also stated in: § VTE. · plain
“Owing to substantial heterogeneity (I 2 ¼ 82.3%), these results were not pooled”
Quote in the paperSubstantial claim - Also stated in: § VTE. · plain
- Findingown data
There was no increased risk of a cardiac event (pooled HR: 0.91; 95% CI: 0.67 to 1.25; I2=36.6%).
“There was no increased risk of a cardiac event (pooled HR: 0.91; 95% CI: 0.67 to 1.25; I 2 ¼ 36.6%)”
- Also stated in: § CARDIAC EVENTS. · plain
“Overall, the use of fertility therapy was not associated with the risk of a cardiac event (pooled HR: 0.91; 95% CI: 0.67 to 1.25; I 2 ¼ 36.6%).”
Quote in the paperSubstantial claim - Also stated in: § CARDIAC EVENTS. · plain
- Findingown data
There was no increased risk of diabetes mellitus (pooled HR: 0.93; 95% CI: 0.87 to 1.001; I2=0%).
“or diabetes mellitus (pooled HR: 0.93; 95% CI: 0.87 to 1.001; I 2 ¼ 0%)”
- Also stated in: § MELLITUS. · hedged
“The studies were concordant and the pooled result yielded a neutral effect, with a trend toward possible modest benefit on the development of diabetes mellitus (HR: 0.93; 95% CI: 0.87 to 1.001; I 2 ¼ 0)”
Quote in the paperSubstantial claim - Also stated in: § MELLITUS. · hedged
- Findingown data
Results were not pooled for hypertension (I2=95.0%).
“Results were not pooled for hypertension (I 2 ¼ 95.0%) and venous thromboembolism (I 2 ¼ 82.3%).”
Quote in the paperNot a substantial claim
- Findingown data
Six observational studies met inclusion criteria.
“Six observational studies met inclusion criteria including 41,910 women who received fertility therapy and 1,400,202 women who did not.”
Quote in the paperSubstantial claim - Findingown data
The absolute event rates for stroke were low in both cohorts.
“The absolute event rates were low in both cohorts.”
Quote in the paperNot a substantial claim - Findingown data
Most studies that reported pregnancy complications noted increased complications in pregnancy among women exposed to fertility therapy compared with those who were not, including pre-eclampsia, gestational diabetes, cesarean delivery, and venous thromboembolism.
“Furthermore, most studies that reported pregnancy complications noted increased complications in pregnancy among women exposed to fertility therapy compared with those who were not, including pre-eclampsia, gestational diabetes, cesarean delivery, and venous thromboembolism (Table 2).”
Quote in the paperNot a substantial claim - Findingcitation
In instances when reported, absolute event rates for cardiac events were rare, at <2/10,000 person-years.
“In the instances when they were reported, the absolute event rates were rare, at <2/10,000 person-years (27,28).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [27] source
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- cites [28]
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- Findingcitation
Some studies were limited to ascertainment of exposure using public health insurance records and potentially missing private treatments.
“Furthermore, some studies were limited to ascertainment of exposure using public health insurance records and potentially missing private treatments (28,34).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [28]
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- cites [34] source
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- Findingown data
Repeating the meta-analysis after removing results by Nahuis et al., who reported an OR, as opposed to a HR, yielded a similar pooled estimate (HR: 0.86; 95% CI: 0.58 to 1.28; I2=56.6%).
“We repeated the meta-analysis after removing results by Nahuis et al. (34), who reported an OR, as opposed to a HR, and the pooled estimate was similar (HR: 0.86; 95% CI: 0.58 to 1.28; I 2 ¼ 56.6%).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [34] source
Not checked in the free run.
- Findingcitation
Only 1 of our included studies, a large longitudinal cohort of women, had sufficient data to report such comparisons.
“Only 1 of our included studies, a large longitudinal cohort of women, had sufficient data to report such comparisons (25).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [25] source
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- Findingnone given
Classification of exposure varied among studies and often relied on operational coding without sufficient detail on the type or dose of fertility therapy used.
“Second, classification of exposure varied among studies and often relied on operational coding without sufficient detail on the type or dose of fertility therapy used.”
Quote in the paperSubstantial claim - Findingown data
The pooled result for Udell et al. (28) and Farland et al. (25) yielded an overall protective effect (HR: 0.83; 95% CI: 0.71 to 0.96; I2 = 70%).
“The pooled result for Udell et al. (28) and Farland et al. (25) yielded an overall protective effect (HR: 0.83; 95% CI: 0.71 to 0.96; I 2 ¼ 70%) (Figure 2D).”
Quote in the paperNot a substantial claim - Findingreasoning
Substantial heterogeneity in the studies reporting on VTE and chronic hypertension precluded our ability to provide summary estimates for these conditions.
“Substantial heterogeneity in the studies reporting on VTE and chronic hypertension precluded our ability to provide summary estimates for these conditions.”
- Also stated in: § Conceptual diagram depicting possible link between fertility therapy and cardiovascular disease, accounting for infertility and pregnancy events. · hedged
“In a systematic review of observational studies of fertility therapy, there was no increased risk of developing a cardiac event, but there was a trend toward an increased risk of stroke, and data were inconclusive regarding risks of hypertension and VTE.”
Quote in the paperSubstantial claim - Also stated in: § Conceptual diagram depicting possible link between fertility therapy and cardiovascular disease, accounting for infertility and pregnancy events. · hedged
- Findingown data
Two of the studies reported a protective effect of fertility therapy on the risk of hypertension (HR: 0.88; 95% CI: 0.83 to 0.94; HR: 0.75; 95% CI: 0.64 to 0.88).
“Two of the studies reported a protective effect of fertility therapy on the risk of hypertension (HR: 0.88; 95% CI: 0.83 to 0.94; HR: 0.75; 95% CI: 0.64 to 0.88), whereas 1 study (Westerlund et al. [27]) reported a potential harmful effect (HR: 1.27; 95% CI: 1.13”
Quote in the paperNot a substantial claim - Findingown data
Three studies evaluated the incidence of diagnosed chronic hypertension involving 37,688 women who received fertility therapy and 1,304,995 women who did not.
“Three studies evaluated the incidence of diagnosed chronic hypertension involving 37,688 women who received fertility therapy and 1,304,995 women who did not.”
Quote in the paperSubstantial claim - Findingreasoning
This classification does not allow the evaluation of a dose-response effect because studies did not report how many times repeated cycles were prescribed.
“This classification also does not allow the evaluation of a dose-response effect because studies did not report how many times repeated cycles were prescribed.”
Quote in the paperNot a substantial claim - Findingown data
Two studies reported on the development of diabetes mellitus including 30,477 women who received fertility therapy and 1,296,734 women who did not receive fertility therapy.
“Two studies reported on the development of diabetes mellitus including 30,477 women who received fertility therapy and 1,296,734 women who did not receive fertility therapy.”
Quote in the paperSubstantial claim - Findingown data
Four studies specifically reporting ischemic or other cardiac events among 34,699 women who received fertility therapy and 1,391,941 women who did not are summarized.
“Four studies specifically reporting ischemic or other cardiac events (cardiac ischemia, coronary heart disease, CV hospitalization, and CVD not otherwise specified) among 34,699 women who received fertility therapy and 1,391,941 women who did not are summarized in Figure 2A.”
Quote in the paperSubstantial claim - Findingown data
Two studies evaluated the risk of incident VTE following fertility therapy involving 30,477 women who received fertility therapy and 1,296,734 women who did not.
“Two studies evaluated the risk of incident VTE following fertility therapy involving 30,477 women who received fertility therapy and 1,296,734 women who did not receive fertility therapy.”
Quote in the paperSubstantial claim - Findingown data
There was a trend toward a possible modest benefit on risk of diabetes mellitus.
“There was a trend toward a possible modest benefit on risk of diabetes mellitus.”
Quote in the paperNot a substantial claim - Findingown data
Overall, findings from 6 cohorts indicate no increased risk in the development of an acute cardiac event following exposure to fertility therapy.
“Overall, our findings derived from 6 cohorts reporting on CV risk factors and a variety of heterogeneous CVD outcomes indicate no increased risk in the development of an acute cardiac event following exposure to fertility therapy.”
- Also stated in: § Conceptual diagram depicting possible link between fertility therapy and cardiovascular disease, accounting for infertility and pregnancy events. · plain
“In a systematic review of observational studies of fertility therapy, there was no increased risk of developing a cardiac event, but there was a trend toward an increased risk of stroke, and data were inconclusive regarding risks of hypertension and VTE.”
Quote in the paperSubstantial claim - Also stated in: § Conceptual diagram depicting possible link between fertility therapy and cardiovascular disease, accounting for infertility and pregnancy events. · plain
- Findingnone given
Outcome comparison in most included studies was between women who achieved pregnancy using fertility therapy and women who achieved pregnancy without fertility therapy.
“Outcome comparison in most included studies was between women who achieved pregnancy using fertility therapy and women who achieved pregnancy without fertility therapy.”
Quote in the paperSubstantial claim - Findingcitation
One study (Westerlund et al.) reported a potential harmful effect of fertility therapy on the risk of hypertension (HR: 1.27; 95% CI: 1.13).
“Two of the studies reported a protective effect of fertility therapy on the risk of hypertension (HR: 0.88; 95% CI: 0.83 to 0.94; HR: 0.75; 95% CI: 0.64 to 0.88), whereas 1 study (Westerlund et al. [27]) reported a potential harmful effect (HR: 1.27; 95% CI: 1.13”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [27] source
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- Findingcitation
Westerlund et al. found a significant 27% increase in risk of incident hypertension in fertility-treated women compared with women without such treatment.
“Both Farland et al. (25) and Udell et al. (28) reported a reduced risk of incident hypertension in fertility-treated women compared with women without such treatment, whereas Westerlund et al. (27) found a significant 27% increase in this risk.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [27] source
Not checked in the free run.
- Findingown data
Data were inconclusive regarding risks of hypertension and VTE.
“In a systematic review of observational studies of fertility therapy, there was no increased risk of developing a cardiac event, but there was a trend toward an increased risk of stroke, and data were inconclusive regarding risks of hypertension and VTE.”
Quote in the paperSubstantial claim - Premisecitation
Subfertility itself has been associated with metabolic syndrome and CVD in later life.
“Subfertility itself has been associated with metabolic syndrome and CVD in later life (22).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [22] source
Not checked in the free run.
- Interpretationreasoning
The small number of studies and significant heterogeneity precludes definitive reassurance about the longer term cardiovascular safety of these treatments, particularly stroke.
“The small number of studies and significant heterogeneity precludes definitive reassurance about the longer term cardiovascular safety of these treatments, particularly stroke.”
Quote in the paperSubstantial claim - Premisecitation
Repeated cycles of ovarian hyperstimulation and associated hyperestrogenemia may cause endothelial injury by affecting the renin-angiotensin system.
“Repeated cycles of ovarian hyperstimulation and associated hyperestrogenemia contribute to a prothrombotic state (23) and may also cause endothelial injury by affecting the renin-angiotensin system (24,25).”
Quote in the paperSubstantial claim0 of 2 sources checked - Premisecitation
Repeated cycles of ovarian hyperstimulation and associated hyperestrogenemia contribute to a prothrombotic state.
“Repeated cycles of ovarian hyperstimulation and associated hyperestrogenemia contribute to a prothrombotic state (23) and may also cause endothelial injury by affecting the renin-angiotensin system (24,25).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [23] source
Not checked in the free run.
- Premisecitation
Our population-based cohort in Ontario, Canada, revealed no increased risk of CV outcomes resulting from fertility therapy.
“Conversely, our population-based cohort in Ontario, Canada, revealed no increased risk of CV outcomes resulting from fertility therapy (28).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [28]
Not checked in the free run.
- Premisecitation
Adverse outcomes may be even more pronounced among women with a lower reserve, including those with pre-existing excess CV risk or frank CVD.
“Adverse outcomes may be even more pronounced among women with a lower reserve, including those with pre-existing excess CV risk (20) or frank CVD (21).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [20] source
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- cites [21]
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- Premisecitation
A Swedish population-based study revealed a trend toward more incident strokes in infertile women who received fertility therapy compared with women who did not.
“A Swedish population-based study (27) revealed higher rates of hypertension and a trend toward more incident strokes in infertile women who received fertility therapy compared with women who did not.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [27] source
Not checked in the free run.
- Premisecitation
Fertility therapy may confer unintended health risks to women.
“Although fertility therapy represents a safe and feasible option for many couples with infertility, these treatments may confer unintended health risks to women.”
Quote in the paperSubstantial claim0 of 3 sources checked - Premisecitation
A Swedish population-based study revealed higher rates of hypertension in infertile women who received fertility therapy compared with women who did not.
“A Swedish population-based study (27) revealed higher rates of hypertension and a trend toward more incident strokes in infertile women who received fertility therapy compared with women who did not.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [27] source
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- Premisecitation
Recent observational data indicate double the risk of severe maternal morbidity in fertility-treated pregnancy when compared with naturally conceived pregnancy.
“For example, recent observational data indicate double the risk of severe maternal morbidity (13,18,19) in fertility-treated pregnancy when compared with naturally conceived pregnancy.”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationcitation
The follow-up for most of the studies may have been too short to find a meaningful difference in CVD outcomes among young women.
“Finally, the follow-up for most of the studies may have been too short to find a meaningful difference in CVD outcomes among young women; as an example, prior studies reporting an increased risk of ischemic heart disease, stroke, and hypertension following preeclamptic pregnancy had between a 10-to 15-year follow-up period for most outcomes (6).”
Quote in the paperSubstantial claim - Interpretationreasoning
It is biologically plausible that enduring changes to the vasculature ensue following intense, repeated, high-dose exposure to reproductive hormones that occurs during fertility therapy.
“Therefore, it is biologically plausible that enduring changes to the vasculature ensues following intense, repeated, high-dose exposure to reproductive hormones that occurs during fertility therapy.”
Quote in the paperSubstantial claim - Study design and conductcitation
One included study was judged to have an overall serious risk of bias resulting from vague ascertainment and classification of CV outcomes.
“One included study was judged to have an overall serious risk of bias resulting from vague ascertainment and classification of CV outcomes (35).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [35] source
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- Premisecitation
Fertility therapy is associated with short-term maternal complications.
“This question is increasingly relevant because fertility therapy is widely used to achieve pregnancy among older women, is associated with short-term maternal complications (13,18,19), and its long-term CV safety is unknown.”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationreasoning
There may be potential for misclassification bias, resulting in an underestimate of harm from fertility therapy.
“As a result, there may be potential for misclassification bias, resulting in an underestimate of harm from fertility therapy.”
Quote in the paperSubstantial claim - Interpretationcitation
Severe infertility may unmask a woman's predisposition toward vascular events.
“A recent population-based cohort study conducted in Ontario, Canada, by our group (43) demonstrated that failed fertility therapy may increase the risk of heart failure and stroke when compared with successful therapy, which indicates that severe infertility may unmask a woman's predisposition toward vascular events.”
Quote in the paperSubstantial claim - Study design and conductreasoning
These studies did report methods to either approximate public and private treatment using publically covered monitoring provider codes or validated self-reported treatment with medical record review.
“These studies however did report methods to either approximate public and private treatment using publically covered monitoring provider codes or validated self-reported treatment with medical record review.”
Quote in the paperNot a substantial claim - Premisecitation
Fertility therapy is widely used to achieve pregnancy among older women.
“This question is increasingly relevant because fertility therapy is widely used to achieve pregnancy among older women, is associated with short-term maternal complications (13,18,19), and its long-term CV safety is unknown.”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationreasoning
The apparent benefit on diabetes may reflect a healthy user effect rather than an established biological effect, due to inevitable selection bias for undergoing fertility therapy.
“Because there is an inevitable selection bias for undergoing fertility therapy, this apparent benefit on diabetes may simply reflect a healthy user effect rather than an established biological effect.”
Quote in the paperSubstantial claim- Rests on an assumption: There is an inevitable selection bias for undergoing fertility therapy.
- Study design and conductown data
Five of the included studies were deemed to be at moderate risk of bias, as assessed by the ACROBAT-NRSI scale, mostly because of potential for residual confounding and variability in ascertainment of exposure and outcome.
“Five of the included studies were deemed to be at moderate risk of bias, as assessed by the ACROBAT-NRSI scale, mostly because of the potential for residual confounding in cohort and case-control designs evaluating treatment effects as well as variability in the ascertainment of exposure and outcome (Table”
Quote in the paperNot a substantial claim - Premisecitation
Endogenous estrogens are thought to exert a protective effect on the vascular endothelium through complex mechanisms.
“Endogenous estrogens are thought to exert a protective effect on the vascular endothelium through complex mechanisms (38).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [38]
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- Premisecitation
Prior studies reporting an increased risk of ischemic heart disease, stroke, and hypertension following preeclamptic pregnancy had between a 10- to 15-year follow-up period for most outcomes.
“Finally, the follow-up for most of the studies may have been too short to find a meaningful difference in CVD outcomes among young women; as an example, prior studies reporting an increased risk of ischemic heart disease, stroke, and hypertension following preeclamptic pregnancy had between a 10-to 15-year follow-up period for most outcomes (6).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [6] source
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- Premisecitation
Recent data from the Women's Health Initiative suggested that, compared with younger women, women who had a pregnancy at advanced maternal age (older than 40 years) experienced a 50% higher risk of both ischemic and hemorrhagic stroke 12 years following delivery.
“Interestingly, recent data from the Women's Health Initiative suggested that, compared with younger women, women who had a pregnancy at advanced maternal age (defined as older than 40 years), experienced a 50% higher risk of both ischemic and hemorrhagic stroke 12 years following delivery (26);”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [26] source
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- Interpretationreasoning
Given the small number of studies to date and significant between-study heterogeneity, our findings indicate the presence of ongoing knowledge gaps to inform the longer term CV risk or safety of fertility therapy.
“Given the small number of studies to date and significant between-study heterogeneity, our findings indicate the presence of ongoing knowledge gaps to inform the longer term CV risk or safety of fertility therapy.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 31
- May combine two claims. 25
Probably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationOne included study was an observational analysis of CV events of a randomized trial evaluating electrocautery of ovaries versus gonadotropins in women with clomiphene-resistant polycystic ovarian syndrome.
“One included study (35) was an observational analysis of CV events of a randomized trial evaluating electrocautery of ovaries versus gonadotropins in women with clomipheneresistant polycystic ovarian syndrome (36).”
Quote in the paperNot a substantial claim0 of 2 sources checkedMay combine two claims.
Findingown dataIncluded studies were population-based retrospective cohort studies (n=2), secondary analysis of the Nurses' Health Study II cohort (n=1), and a single nested case-cohort study that resulted in 2 publications (n=2).
“Studies included were populationbased retrospective cohort studies (n ¼ 2) (28,34), secondary analysis of the longitudinal Nurses' Health Study II cohort (n ¼ 1) (25), and a single nested casecohort study that resulted in 2 publications (n ¼ 2):”
Quote in the paperNot a substantial claim0 of 3 sources checkedMay combine two claims.
Findingown dataThe included studies comprised 41,190 women who received fertility therapy and 1,400,202 who did not, totaling 1,441,392 women.
“Our data summary and synthesis included 1,441,392 women: 41,190 women who received fertility therapy and 1,400,202 who did not receive fertility therapy.”
- Also stated in: § STRENGTHS OF STUDY DESIGN. · plain
“Despite the limited number of included studies, our review summarized data in more than 1.4 million women (41,190 women who received fertility therapy and 1,400,202 women who did not receive fertility therapy).”
Quote in the paperSubstantial claim- Also stated in: § STRENGTHS OF STUDY DESIGN. · plain
Classified as probably not a substantial claim. May combine two claims.
Findingown dataOur initial search retrieved 6,007 titles and abstracts after duplicates were removed, of which 62 full-text articles were identified for detailed assessment; 6 studies were ultimately included.
“Our initial search retrieved 6,007 titles and abstracts after duplicates were removed, of which 62 full-text articles were identified for detailed assessment (Figure 1); 6 studies were ultimately included in our systematic review and metaanalysis.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe median duration of follow-up across included studies was 9.8 years (range 1 to >20 years).
“The median duration of follow-up across included studies was 9.8 years (range 1 to >20 years).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIVF was reported in 4 of the 6 included studies.
“IVF was reported in 4 of the 6 included studies (23,25,27,34).”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenAll included studies were published between 2013 and 2016.
“All studies were published between 2013 and 2016.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenA greater proportion of fertility-treated women were nulliparous.
“A greater proportion of fertility-treated women were nulliparous.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingcitationTwo studies examined the risk of stroke following fertility therapy, involving 30,477 women who received fertility therapy and 1,296,734 women who did not, followed for a median of 9.7 years and 8.6 years, respectively.
“Two studies examined the risk of stroke following fertility therapy, involving 30,477 women who received fertility therapy and 1,296,734 women who did not receive fertility therapy followed for a median of 9.7 years (28) and 8.6 years (27), respectively.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [28]
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- cites [27] source
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Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingnone givenAlthough only 6 studies were eligible for our analysis, all had been published since 2013, possibly reflecting the growing interest in the assessment of long-term CV health following fertility therapy.
“Although only 6 studies were eligible for our analysis, all had been published since 2013, possibly reflecting the growing interest in the assessment of long-term CV health following fertility therapy.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataWe detected a potential increased risk for stroke among fertility-treated women, although the CIs were wide and crossed the null, given the limited data on this outcome.
“We detected a potential increased risk for stroke among fertility-treated women, although the CIs were wide and crossed the null, given the limited data on this outcome.”
- Also stated in: § Conceptual diagram depicting possible link between fertility therapy and cardiovascular disease, accounting for infertility and pregnancy events. · hedged
“In a systematic review of observational studies of fertility therapy, there was no increased risk of developing a cardiac event, but there was a trend toward an increased risk of stroke, and data were inconclusive regarding risks of hypertension and VTE.”
Quote in the paperSubstantial claim- Also stated in: § Conceptual diagram depicting possible link between fertility therapy and cardiovascular disease, accounting for infertility and pregnancy events. · hedged
May combine two claims.
Findingown dataThe individual estimates of effect for VTE were discordant, ranging from a possible protective effect (HR: 0.45; 95% CI: 0.21 to 0.94) in the study with a median of 9.7 years of follow-up to a possible harmful effect (HR: 1.29; 95% CI: 0.82 to 2.02) in the study with a 1-year follow-up.
“The individual estimates of effect were discordant, ranging from a possible protective effect (HR: 0.45; 95% CI: 0.21 to 0.94) in the study with a median of 9.7 years of follow-up to a possible harmful effect (HR: 1.29; 95% CI: 0.82 to 2.02) in the study with a 1-year follow-up.”
Quote in the paperSubstantial claimMay combine two claims.
FindingcitationBoth Farland et al. and Udell et al. reported a reduced risk of incident hypertension in fertility-treated women compared with women without such treatment.
“Both Farland et al. (25) and Udell et al. (28) reported a reduced risk of incident hypertension in fertility-treated women compared with women without such treatment, whereas Westerlund et al. (27) found a significant 27% increase in this risk.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [25] source
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- cites [28]
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Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataMost included studies included young women whose average age at delivery ranged from 28.5 years to 34 years.
“Most of the studies included young women whose average age at delivery ranged from 28.5 years to 34 years (Table 2).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataRemoving the study of Westerlund et al. (27) resulted in slightly lower heterogeneity.
“Removing the study of Westerlund et al. (27) resulted in slightly lower heterogeneity.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Findingnone givenThis is the first systematic review of the longer term CV safety associated with fertility therapy across a spectrum of women.
“This is the first systematic review of the longer term CV safety associated with fertility therapy across a spectrum of women.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe study was conducted following an a priori protocol.
“The study was conducted following an a priori protocol (Online Appendix 1).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe risk-of-bias scale was applied separately for cohort and case-control studies by 2 independent reviewers.
“The scale was applied separately for cohort and case-control studies by 2 independent reviewers (C.K., N.D.).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductnone givenStudies comparing infertile women who received fertility therapy with other infertile women who did not receive fertility therapy were considered of the highest quality.
“Studies that compared infertile women who received fertility therapy with other infertile women who did not receive fertility therapy were considered of the highest quality, as opposed to studies using pregnant women who conceived naturally as the reference group.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe CV stress of pregnancy at advanced maternal age might itself contribute to CVD.
“Furthermore, the CV stress of pregnancy at advanced maternal age might itself contribute to CVD (26).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [26] source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe use of fertility therapies to achieve pregnancy in infertile couples is rising in Western countries.
“The use of fertility therapies to achieve pregnancy in infertile couples is rising in Western countries (13).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [13] source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductcitationRisk of bias was assessed using ACROBAT-NRSI, which assesses potential risk of bias in observational studies in 7 domains.
“Risk of bias was assessed using ACROBAT-NRSI (A Cochrane Risk of Bias Tool: for Non-Randomized Studies of Interventions)”
- Also stated in: § METHODS · plain
“which assesses the potential risk of bias in observational studies in 7 domains.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [31] source
Not checked in the free run.
- Also stated in: § METHODS · plain
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenNo study was excluded on the basis of quality alone.
“No study was excluded on the basis of quality alone.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationWe followed PRISMA and MOOSE guidelines for reporting of systematic reviews and meta-analyses of observational studies.
“We followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) (29) and Meta-Analysis of Observational Studies in Epidemiology (30) guidelines for reporting of systematic reviews and meta-analyses of observational studies.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [29]
Not checked in the free run.
- cites [30]
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenEach domain and overall risk of bias for each study were rated as low, moderate, serious, critical, or insufficient information.
“Each domain and the overall risk of bias for each study were rated as low risk, moderate risk, serious risk, critical risk, or as having insufficient information.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductreasoningThis paper was not included in our systematic review because of the absence of an untreated control group; however, it underscores the importance of an adequate comparison group when evaluating effect of fertility therapy, such as infertile women who were not exposed to fertility therapy.
“This paper was not included in our systematic review because of the absence of an untreated control group; however, it underscores the importance of an adequate comparison group when evaluating effect of fertility therapy, such as infertile women who were not exposed to fertility therapy.”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductcitationStudies were summarized using a random-effects model, which considers within- and between-study variance, and therefore provides a conservative estimate of the pooled effect size.
“Studies were summarized using a random-effects model, which considers within-and between-study variance, and therefore provides a conservative estimate of the pooled effect size (41).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [41]
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataPublication bias was not formally assessed by funnel plot and Egger's test for small study effects, as all analyses included fewer than 10 studies.
“Similarly, publication bias was not formally assessed by funnel plot and Egger's test for small study effects, as all analyses included fewer than 10 studies (32).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [32] source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenWe searched published and unpublished data without language restriction, and closely followed PRISMA guidelines.
“We searched published and unpublished data without language restriction, and closely followed PRISMA guidelines in our approach.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
Interpretationnone givenThe reason for heterogeneity in hypertension risk is likely multifactorial.
“The reason for this heterogeneity is likely multifactorial.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe variation in risk estimates across studies of VTE may be at least partly explained by differences in duration of follow-up; heightened risk for VTE dissipates with time.
“The variation in risk estimates across studies of VTE may be at least partly explained by differences in duration of follow-up (i.e., higher risk of VTE at 1 year postpartum, but not at a median 9.7 years postpartum), suggesting that the heightened risk for VTE dissipates with time.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationPolycystic ovarian syndrome leads to infertility by anovulatory dysfunction and is also associated with metabolic syndrome and an accelerated atherosclerotic risk profile.
“For example, polycystic ovarian syndrome leads to infertility by anovulatory dysfunction and is also associated with metabolic syndrome and an accelerated atherosclerotic risk profile (42).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [42]
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataSeveral subgroup analyses and sensitivity analyses were pre-specified, but because of the limited number of studies with heterogeneous outcomes, these analyses were not performed.
“Several subgroup analyses (by study design, study quality, number of treatments, duration since treatment, invasive treatment [IVF vs. non-IVF], or level of adjustment on pooled estimates) and sensitivity analyses (e.g., influence analyses, fill-and-trim method) were pre-specified.However, because of the limited number of studies included in our systematic review with heterogeneous outcomes, these”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenMeta-analysis was not performed in the presence of substantial heterogeneity (I2 > 80%).
“Meta-analysis was not performed in the presence of substantial heterogeneity (I 2 > 80%).”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationThe same is not necessarily true of exogenous or supraphysiological doses of estrogens, as demonstrated by conflicting reports about the effects of hormone replacement therapy on the risk of hypertension and incident CVD.
“However, the same is not necessarily true of exogenous or supraphysiological doses of estrogens, as demonstrated by conflicting reports about the effects of hormone replacement therapy on the risk of hypertension and incident CVD (39).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [39] source
Not checked in the free run.
May combine two claims.
Study design and conductnone givenIn all cases, classification of exposure was unrelated to the outcome, rendering systematic recall bias unlikely.
“In all cases, classification of exposure was unrelated to the outcome, rendering systematic recall bias unlikely.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationBoth IVF and non-IVF approaches often involve repeated cycles of high-dose hormonal stimulation protocols, which lead to potential fluid shifts, endothelial dysfunction, and a prothrombotic state.
“Both IVF and non-IVF approaches often involve repeated cycles of high-dose hormonal stimulation protocols, which lead to potential fluid shifts, endothelial dysfunction, and a prothrombotic state (23)(24)(25).”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationFailed fertility therapy may increase the risk of heart failure and stroke when compared with successful therapy.
“A recent population-based cohort study conducted in Ontario, Canada, by our group (43) demonstrated that failed fertility therapy may increase the risk of heart failure and stroke when compared with successful therapy, which indicates that severe infertility may unmask a woman's predisposition toward vascular events.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [43]
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenIn primary analyses, all measures of relative effect were pooled; in sensitivity analyses, inclusion was restricted to studies that reported HRs.
“In our primary analyses, all measures of relative effect were pooled; in sensitivity analyses, we restricted inclusion to studies that reported HRs.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationcitationReproductive factors, such as fertility therapy use, may be a sex-specific risk marker or mediator to appreciate when deciding on risk reduction strategies in women.
“In an era in which sex-based differences in CVD are increasingly recognized, reproductive factors, such as fertility therapy use, may be a sexspecific risk marker or mediator to appreciate when deciding on risk reduction strategies in women (5,37).”
Quote in the paperNot a substantial claim0 of 2 sources checkedMay combine two claims.
Study design and conductreasoningAlthough the small number of studies precluded adequate assessment of publication bias, most studies were large and reported a null effect.
“Although the small number of studies precluded adequate assessment of publication bias, most studies were large and reported a null effect.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductown dataThe limited number of studies in this area precludes further assessment of potential risk according to stroke subtype, or of possible etiologies.
“The limited number of studies in this area precludes further assessment of potential risk according to stroke subtype, or of possible etiologies.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationcitationThe metabolic demands of pregnancy in older women may contribute to a downstream increased risk for cerebrovascular disease.
“thus, the metabolic demands of pregnancy in older women may contribute to a downstream increased risk for cerebrovascular disease.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationcitationIn analyses estimating rate and risk of hypertension, Westerlund et al. excluded cases with pre-existing hypertension and hypertensive disorders of pregnancy, which may explain the low absolute risk of chronic hypertension (25.8 per 10,000 in women who received IVF and 21.3 per 10,000 in women not treated with IVF).
“In analyses estimating the rate and risk of hypertension, Westerlund et al. (27) excluded cases with pre-existing hypertension and hypertensive disorders of pregnancy, which may explain the low absolute risk of chronic hypertension (25.8 per 10,000 in women who received IVF and 21.3 per 10,000 in women not treated with IVF).”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
InterpretationreasoningEthnic differences in Sweden versus North America, as well as differences in access to fertility therapy under government health insurance, might further contribute to observed heterogeneity; therefore, we are unable to conclusively summarize the direction of the effect of fertility therapy on future risk of hypertension.
“Ethnic differences in Sweden versus North America, as well as differences in access to fertility therapy under government health insurance, might further contribute to the observed heterogeneity; therefore, we are unable to conclusively summarize the direction of the effect of fertility therapy on the future risk of hypertension.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
InterpretationcitationIVF may contribute to CVD risk through the development of hypertensive disorders of pregnancy such as pre-eclampsia, which is itself a potent sex-specific CVD risk factor.
“Furthermore, IVF may contribute to CVD risk through the development of hypertensive disorders of pregnancy such as pre-eclampsia, which is itself a potent sex-specific CVD risk factor (Central Illustration)(7).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [7] source
Not checked in the free run.
The paper relies on this without support.
The long-term cardiovascular effects of fertility therapy are unknown or uncertain.
“The longer term cardiovascular effects of fertility therapy are unknown.”
“What happens years after pregnancy is less well studied.”
“its long-term CV safety is unknown.”
The paper relies on this without support.
There is an inevitable selection bias for undergoing fertility therapy.
“Because there is an inevitable selection bias for undergoing fertility therapy, this apparent benefit on diabetes may simply reflect a healthy user effect rather than an established biological effect.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Women receiving fertility treatment have no greater risk of developing composite cardiovascular disease than infertile women not on fertility treatment.
“Women receiving fertility treatment (ovulation induction, in vitro fertilisation, and intrauterine insemination with drug treatment) had no greater risk of developing composite cardiovascular disease or stroke than infertile women not on fertility treatment.88”
From Association between the reproductive health of young women and cardiovascular disease in later life: umbrella review (2020) · cites this paper as [88]
Women receiving fertility treatment have no greater risk of stroke than infertile women not on fertility treatment.
“Women receiving fertility treatment (ovulation induction, in vitro fertilisation, and intrauterine insemination with drug treatment) had no greater risk of developing composite cardiovascular disease or stroke than infertile women not on fertility treatment.88”
From Association between the reproductive health of young women and cardiovascular disease in later life: umbrella review (2020) · cites this paper as [88]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Sensitivity analysis cites the wrong study number for Nahuis
MinorThe cardiac-event sensitivity analysis identifies Nahuis as reference 34, but Table 1 identifies Nahuis as reference 35 and lists reference 34 as Ben-Yaakov.
“We repeated the meta-analysis after removing results by Nahuis et al. (34), who reported an OR, as opposed to a HR”
“| Nahuis, 2016 (35) | Long-term observational | Ovarian stimulation | Diabetes mellitus type 2, | OR | Age and BMI | Serious |”
Farland control-group disorder percentage is tenfold too high
MinorTable 2 lists 34 cases among 8,261 women without fertility therapy as 4.0%. That fraction is approximately 0.41%.
Reported 4 · recomputed 0.411572
“| Polycystic ovary | - | - | 788 (3.4) | 563 (0.3) | 788 (3.4) 563 (0.3) | 11 (0.13) | 34 (4.0) | - | - | 69 (100.0) 69 (100.0) | | |”
Nahuis study year differs between the table and reference list
MinorTable 1 dates the Nahuis study to 2016, while its bibliographic entry gives a 2014 publication year.
“| Nahuis, 2016 (35) | Long-term observational | Ovarian stimulation | Diabetes mellitus type 2, | OR | Age and BMI | Serious |”
“Nahuis MJ, Oude Lohuis EJ, Bayram N, et al. Pregnancy complications and metabolic disease in women with clomiphene citrate-resistant anov- ulation randomized to receive laparoscopic elec- trocautery of the ovaries or ovulation induction with gonadotropins: a 10-year follow-up. Fertil Steril 2014;101:270-4.”
Swedish control-group disorder percentage does not match its count
MinorTable 2 reports 563 cases among 116,960 women without fertility therapy as 0.3%, in both Swedish study columns. The fraction is approximately 0.48%, or 0.5% to one decimal place.
Reported 0.3 · recomputed 0.481361
“| Polycystic ovary | - | - | 788 (3.4) | 563 (0.3) | 788 (3.4) 563 (0.3) | 11 (0.13) | 34 (4.0) | - | - | 69 (100.0) 69 (100.0) | | |”
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Cited by
Sorted by citations
Okoth, K., Chandan, J. S., Marshall, T., Thangaratinam, S., Thomas, G. N., Nirantharakumar, K., & Adderley, N. J. (2020) · BMJ · doi:10.1136/bmj.m3502 · Cited by 416 · see citing works
Vascular Diseases in Women: Do Women Suffer from Them Differently?
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- Authors
- Dayan, N., Filion, K. B., Okano, M., Kilmartin, C., Reinblatt, S., Landry, T., Basso, O., & Udell, J. A.
- Affiliations
- McGill University Health Centre (CA)
- Montreal General Hospital (CA)
- University of Toronto (CA)
- Corresponding author
- Dayan, Natalie
- Udell, Jacob A.
- Venue
- Journal of the American College of Cardiology
- Publisher
- Elsevier BV
- Published
- 2017-09
- Volume
- 70
- Issue
- 10
- Pages
- 1203-1213
- ISSN
- 0735-1097 (ISSN-L)
- OpenAlex
- W2747626961
- Semantic Scholar
- 249c98a89b065e1e6bdb771c6fd5d13fd90309b7
- Cited by
- 94
- References
- 39
- Citations by year
- 2026: 10 · 2025: 6 · 2024: 15 · 2023: 15 · 2022: 7 · 2021: 9 · 2020: 15 · 2019: 4 · 2018: 11 · 2017: 2
- FWCI
- 10.14
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Journal of the American College of Cardiology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Heart and Stroke Foundation of Canada
- Ontario Ministry of Research and Innovation
- Topics
- Health Sciences › Medicine › Reproductive Medicine › Reproductive Health and Technologies
- Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Assisted Reproductive Technology and Twin Pregnancy
- Health Sciences › Medicine › Reproductive Medicine › Ovarian function and disorders
- Keywords
- cardiovascular risk, stroke, venous thromboembolism, hypertension, diabetes mellitus, cardiac events, long-term safety, assisted reproduction
- MeSH terms
- Cardiovascular Diseases, Female, Fertility, Humans, Infertility, Female, Global Health, Incidence, Reproductive Techniques, Assisted
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-10.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-10.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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