Intolerance upon statin rechallenge: A systematic review and meta-analysis of randomized controlled trials
Open accessAbstract
Background: Although statins are often discontinued when myalgia arises, a causal relationship may not always exist. How well-tolerated statins are when rechallenge is blinded and controlled is unclear. Methods and findings: We performed a systematic review and meta-analysis (PROSPERO CRD42023437648) to evaluate the success of statin rechallenge versus matched placebo in those who were previously statin intolerant. Our primary outcome was intolerance; our secondary outcome was the myalgia or global symptom score. Medline, Embase, CINAHL Plus, Scopus, and CENTRAL were searched from inception to May 1, 2023. Eligible trials were randomized controlled trials with parallel or crossover designs examining statin rechallenge in statin-intolerant adults. Two independent reviewers selected studies, extracted data, and assessed risk of bias (Cochrane Collaboration’s risk-of-bias tool 1). Relative risk (RR) and mean difference (MD) were estimated using fixed effect Mantel-Haenszel statistics. Of 1,941 studies screened, 8 met our inclusion criteria (8 to 491 participants from Asia, Europe, North America, and Oceana). Compared to placebo, intolerance was more common in statin users [325/906 (36%) vs 233/911 (26%), RR 1.40, 95% CI, 1.23 to 1.60, I 2 = 0%, 7 trials, number needed to harm 10] and there was no statistically significant difference in myalgia or global symptom score on a 100-point scale [MD 1.08, 95% CI, -1.51 to 3.67, I 2 = 0%, 5 trials]. Limitations include only 1 trial asking participants about intolerable symptoms (vs inferring intolerance from discontinuation or trial withdrawal); the small number of trials; the possibility of attrition bias; and the potential for carryover effects in crossover/n-of-1 trial designs. Conclusions: Of those previously intolerant of statins who were rechallenged with a statin and compared to placebo recipients, medication intolerance was more common amongst statin recipients. However, there was no significant difference in mean myalgia or global symptom score between statin and placebo, and only one-third of those previously believed to be statin intolerant were unable to tolerate a statin on blinded rechallenge; one-quarter were intolerant of placebo.
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Written from the paper’s full text.
TL;DR
In adults previously believed to be statin intolerant, blinded statin rechallenge produced more intolerance than placebo, but only about one-third were intolerant of statin versus one-quarter of placebo. Mean myalgia or global symptom scores did not differ significantly between statin and placebo.
Key findings
- Intolerance was more common with statin than placebo: 325/906 (36%) vs 233/911 (26%); RR 1.40, 95% CI 1.23 to 1.60, I² = 0%, 7 trials, number needed to harm 10.
- Myalgia or global symptom score was not significantly different: mean difference 1.08 points on a 100-point scale, 95% CI -1.51 to 3.67, I² = 0%, 5 trials.
- In two trials with post-trial follow-up, 30/60 (50%) remained on statins at 6 months and 5/8 (62.5%) remained on statins at 10 months.
- The authors conclude that many individuals believed to be statin intolerant can successfully resume a statin when rechallenge is blinded and placebo-controlled.
Methods
- Systematic review and meta-analysis (PROSPERO CRD42023437648) of randomized controlled trials with parallel, crossover, or n-of-1 designs examining statin rechallenge in statin-intolerant adults.
- Searched Medline, Embase, CINAHL Plus, Scopus, and CENTRAL from inception to May 1, 2023; 8 trials met inclusion criteria, with 8 to 491 participants from Asia, Europe, North America, and Oceana.
- Estimated relative risk and mean difference using fixed-effect Mantel-Haenszel statistics; assessed risk of bias with Cochrane Collaboration’s risk-of-bias tool 1.
Limitations
- Stated by the paper: only 1 trial asked participants about intolerable symptoms, while others inferred intolerance from discontinuation or trial withdrawal; the small number of trials; possible attrition bias; and potential carryover effects in crossover/n-of-1 designs.
- Evident from the text: only 2 trials provided a definition of statin intolerance, and most participants were Caucasian and around a median age of 65 years, which may limit generalizability.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
8 of 16 cited sources checked · 4 supported · 0 flagged · accuracy not yet measured
- Premisecitation
In a randomized controlled trial, 90% of symptoms while on a statin also occurred while on placebo.
“A randomized controlled trial found 90% of symptoms while on a statin also occurred while on placebo [5].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [5] JP Howard, 2021, Side Effect Patterns in a Crossover Trial of Statin, Placebo, and No Treatment, J Am Coll Cardiol source
The Results (Symptom scores for statin, placebo, and no treatment; page not available) report a nocebo ratio of 0.90 and similar mean symptom scores during statin and placebo months. But the 90% is a ratio of symptom increases relative to no-tablet months, not a finding that 90% of all symptoms experienced while taking a statin also occurred while taking placebo. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Premisecitation
A recent systematic review found that 38% to 78% of individuals reporting statin-associated muscle symptoms also experience symptoms on placebo.
“Furthermore, a recent systematic review found this occurs in 38% to 78% of individuals reporting statin-associated muscle symptoms [6].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [6] PE Penson, 2018, Introducing the ‘Drucebo’ effect in statin therapy: a systematic review of studies comparing reported rates of statin-associated muscle symptoms, under blinded and open-label conditions, J Cachexia Sarcopenia Muscle source
The Abstract (Results; page unavailable) reports that the estimated contribution of the drucebo effect to statin-associated muscle pain ranged from 38% to 78%. It does not report that 38% to 78% of people with statin-associated muscle symptoms experienced symptoms on placebo. In Results (Eligible studies; page unavailable), only 6.9% of participants in one study's placebo run-in reported skeletal muscle symptoms; the study's 78% figure instead concerns estimated statin tolerance or drucebo contribution. (LLM, conf=0.90)
Experimental — accuracy not yet measured
- Premisecitation
A large proportion of symptoms experienced while taking statins is attributable to the expectation of symptoms (the nocebo effect) rather than true pharmacological effects.
“Current evidence suggests that a large proportion of symptoms when on statins is secondary to the expectation of symptoms rather than true symptoms.”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [5] JP Howard, 2021, Side Effect Patterns in a Crossover Trial of Statin, Placebo, and No Treatment, J Am Coll Cardiol source
- cites [6] PE Penson, 2018, Introducing the ‘Drucebo’ effect in statin therapy: a systematic review of studies comparing reported rates of statin-associated muscle symptoms, under blinded and open-label conditions, J Cachexia Sarcopenia Muscle source
The Results and Conclusions report that a substantial portion of statin-associated muscle pain is attributable to the ‘drucebo’ effect rather than the drug’s pharmacological action. But the review studied muscle symptoms, not all symptoms experienced on statins. Its Conclusions also caution that the measured effect is not a pure measure of expectation: misattribution of pain from other causes can contribute. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Premisecitation
Observational studies have found that statin-related symptoms can take several months to develop.
“observational studies have found it can take several months for statin-related symptoms to develop”
Quote in the paperSubstantial claim1 of 3 sources checked- cites [24] KE Hansen, 2005, Outcomes in 45 patients with statin-associated myopathy, Arch Intern Med source
- cites [25] R Armour, 2013, Outcomes of statin myopathy after statin withdrawal, J Clin Neuromuscul Dis source
- cites [26] S Cham, 2010, Statin-associated muscle-related adverse effects: a case series of 354 patients, Pharmacotherapy source
- Premisecitation
Observational studies have found that statin-related symptoms can take several months to resolve.
“and again several months for them to resolve [24–26].”
Quote in the paperSubstantial claim1 of 3 sources checked- cites [24] KE Hansen, 2005, Outcomes in 45 patients with statin-associated myopathy, Arch Intern Med source
- cites [25] R Armour, 2013, Outcomes of statin myopathy after statin withdrawal, J Clin Neuromuscul Dis source
- cites [26] S Cham, 2010, Statin-associated muscle-related adverse effects: a case series of 354 patients, Pharmacotherapy source
- Findingown data
There was no statistically significant difference in myalgia or global symptom score on a 100-point scale between statin and placebo (MD 1.08, 95% CI -1.51 to 3.67, I2 = 0%, 5 trials).
“there was no statistically significant difference in myalgia or global symptom score on a 100-point scale [MD 1.08, 95% CI, -1.51 to 3.67, I2 = 0%, 5 trials].”
- Also stated in: § Conclusions · plain
“However, there was no significant difference in mean myalgia or global symptom score between statin and placebo”
Quote in the paperSubstantial claim - Also stated in: § Conclusions · plain
- Findingown data
Compared to placebo, intolerance was more common in statin users (325/906 [36%] vs 233/911 [26%], RR 1.40, 95% CI 1.23 to 1.60, I2 = 0%, 7 trials, number needed to harm 10).
“Compared to placebo, intolerance was more common in statin users [325/906 (36%) vs 233/911 (26%), RR 1.40, 95% CI, 1.23 to 1.60, I2 = 0%, 7 trials, number needed to harm 10]”
- Also stated in: § Conclusions · plain
“Of those previously intolerant of statins who were rechallenged with a statin and compared to placebo recipients, medication intolerance was more common amongst statin recipients.”
Quote in the paperSubstantial claim - Also stated in: § Conclusions · plain
- Findingnone given
Heterogeneity was low even with the variability in trial design.
“heterogeneity was low even with the variability in trial design”
Quote in the paperSubstantial claim - Findingown data
The findings for intolerance were similar between "lesser" and "greater exposure" subgroups, which had a median split at a period of 8 weeks of statin rechallenge.
“These findings were similar between “lesser” and “greater exposure” subgroups (S1 Fig), which had a median split at a period of 8 weeks of statin rechallenge.”
Quote in the paperNot a substantial claim - Findingnone given
Of those previously believed to be statin intolerant, only one-third will be intolerant of statins when introduced in a blinded, placebo-controlled rechallenge.
“Of those previously believed to be statin intolerant, only one-third will be intolerant of statins when introduced in a blinded, placebo-controlled rechallenge”
Quote in the paperSubstantial claim - Findingown data
In 2 trials with post-trial follow-up, participants successfully continued statins at 6 to 10 months.
“the success at continuing statins at 6 to 10 months in 2 trials with post-trial follow-up”
Quote in the paperSubstantial claim - Findingown data
In the included trials, the overall rate of intolerance in the statin group was low.
“Arguing against this occurring is the low overall rate of intolerance in the statin group”
Quote in the paperSubstantial claim - Findingnone given
Of those previously believed to be statin intolerant, one-quarter will be intolerant of placebo in a blinded, placebo-controlled rechallenge.
“and one-quarter of such individuals will be intolerant of placebo in the same setting.”
Quote in the paperSubstantial claim - Findingown data
The risk ratio for intolerance was similar when excluding the two trials with intolerance based on participants symptoms, which accounted for slightly more than half of the participants.
“The RR was also similar when we conducted a sensitivity analysis by excluding the two trials with intolerance based on participants symptoms, which accounted for slightly more than half of the participants (S2 Fig).”
Quote in the paperNot a substantial claim - Study design and conductown data
Only 1 trial asked participants about intolerable symptoms, rather than inferring intolerance from discontinuation or trial withdrawal.
“only 1 trial asking participants about intolerable symptoms (vs inferring intolerance from discontinuation or trial withdrawal)”
Quote in the paperSubstantial claim - Interpretationreasoning
Individuals who experience symptoms from statins may be able to successfully resume statin therapy.
“This evidence implies that individuals who experience symptoms from statins may be able to successfully resume statin therapy”
Quote in the paperSubstantial claim - Interpretationown data
The 2 trials that examined statin use 6-10 months after study completion suggest tolerance did not change substantially over time.
“The 2 trials that examined statin use 6–10 months after study completion suggest tolerance did not change substantially over time.”
Quote in the paperNot a substantial claim- Rests on an assumption: The two trials that reported statin use 6–10 months after study completion are representative of long-term statin tolerance in statin-intolerant patients.
- Study design and conductown data
Over 900 unique individuals were randomized in the included trials.
“over 900 unique individuals were randomized”
Quote in the paperNot a substantial claim - Interpretationreasoning
Because the statin, placebo, and washout periods in all included trials were relatively shorter than the time course of statin-related symptoms, there is potential for carryover effects that could make statin and placebo groups look more similar.
“Given the relatively shorter length of statin, placebo, and washout periods in all the included trials, there is potential for carryover effects that could make statin and placebo groups look more similar.”
Quote in the paperNot a substantial claim - Study design and conductown data
Only 8 trials were included in this systematic review.
“there were only 8 trials included in this systematic review”
Quote in the paperNot a substantial claim - Interpretationown data
Many individuals believed to be statin intolerant can successfully resume a statin when the expectation of adverse effects is lessened, as occurs with blinding and the possibility of placebo.
“Our findings suggest many individuals believed to be statin intolerant can successfully resume a statin when the expectation of adverse effects is lessened, as is the case with blinding and the possibility of placebo.”
Quote in the paperSubstantial claim- Rests on an assumption: Blinding and the possibility of placebo lessen the expectation of adverse effects.
- Study design and conductnone given
Bias was low overall in the included trials.
“bias was low overall”
Quote in the paperNot a substantial claim - Study design and conductnone given
Risk of bias was low.
“risk of bias was low”
Quote in the paperSubstantial claim - Premisecitation
In Tudor et al.'s n-of-1 statin rechallenge trial, which included a blinded and a non-blinded arm both receiving counselling from a primary care physician, there was little difference in symptoms between arms.
“Tudor et al. conducted a n-of-1 statin rechallenge trial that included a blinded and non-blinded arm, both receiving counselling from a primary care physician, and there was little difference in symptoms between arms [22].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [22] K Tudor, 2022, Unblinded and Blinded N-of-1 Trials Versus Usual Care: A Randomized Controlled Trial to Increase Statin Uptake in Primary Care, Circ Cardiovasc Qual Outcomes source
- Interpretationown data
Even if the upper bound on the 95% confidence interval (3.67 on a 100-point scale) is the true effect, this is still well below the predefined 10-point minimum clinically important difference.
“Further even if the upper bound on the 95% confidence interval (3.67 on a 100-point scale) is the true effect, this is still well below our predefined 10-point minimum clinically important difference.”
Quote in the paperSubstantial claim- The authors state this as an assumption: A 10-point difference on a 100-point symptom scale is the minimum clinically important difference.
- Study design and conductnone given
Using stopping and withdrawal from the study as alternative definitions of intolerance when intolerance was not provided may have missed participants who were intolerant.
“We may have missed participants that were intolerant by using stopping and withdrawal from the study as alternative definitions of intolerance when intolerance was not provided.”
Quote in the paperNot a substantial claim
- Classified as probably not a substantial claim. 33
- May combine two claims. 17
Classified as probably not a substantial claim.
Study design and conductcitationA minimally clinically important difference was predefined as 10 or greater on a 100-point symptoms scale.
“We predefined a minimally clinically important difference as 10 or greater on a 100-point symptoms scale [9].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [9] AM Kelly, The minimum clinically significant difference in visual analogue scale pain score does not differ with severity of pain, Emerg Med J. 200 source
The Results report a minimum clinically significant difference of 12 mm on a 100 mm visual analogue pain scale, and Table 1 reports estimates of 10–14 mm across pain-severity groups. This supports a roughly 10-point benchmark for pain, but the paper does not establish a predefined threshold of 10 or greater for a general symptoms scale. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationThe systematic review is reported according to PRISMA.
“This systematic review is reported according to PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) [7].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [7] PRISMA Group, 2009, Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement, PLoS Med source
May combine two claims.
Findingown dataOf 1,941 studies screened, 8 met inclusion criteria, with 8 to 491 participants from Asia, Europe, North America, and Oceana.
“Of 1,941 studies screened, 8 met our inclusion criteria (8 to 491 participants from Asia, Europe, North America, and Oceana).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Findingown dataThe systematic review screened 1,971 studies, reviewed 53 full texts, and included 8 trials meeting inclusion criteria.
“A total of 1,971 studies were screened for inclusion, with 53 undergoing full text review and 8 meeting our inclusion criteria (Fig 1).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe median age of participants in the included trials was 65 years old (IQR 61 to 66).
“the median age was 65 years old, with an interquartile range of 61 to 66 years old.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOnly 1 of the 8 included trials had a parallel design; the others were n-of-1 (n=3) or crossover (n=4).
“Only 1 trial had a parallel design, with the others being n-of-1 (n = 3) or crossover (n = 4)”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataOnly two of the 8 included trials reported funding from the pharmaceutical industry.
“Only two trials reported funding from the pharmaceutical industry.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOnly one-third of those previously believed to be statin intolerant were unable to tolerate a statin on blinded rechallenge; one-quarter were intolerant of placebo.
“only one-third of those previously believed to be statin intolerant were unable to tolerate a statin on blinded rechallenge; one-quarter were intolerant of placebo.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe 8 included trials were published between 2008 and 2021.
“Overall, the 8 included trials were published between 2008–2021 and conducted in the United States (n = 2), United Kingdom (n = 2), Norway (n = 1), Canada (n = 1), and in multiple countries with a United States coordinating centre (n = 2).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataThe statins used in the included trials were atorvastatin (n=4), rosuvastatin (n=1), fluvastatin (n=1), simvastatin (n=1), and multiple statins (n=1).
“The statins used were atorvastatin (n = 4), rosuvastatin (n = 1), fluvastatin (n = 1), simvastatin (n = 1), and multiple statins (n = 1);”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataThe 8 included trials were conducted in the United States (n=2), United Kingdom (n=2), Norway (n=1), Canada (n=1), and multiple countries with a United States coordinating centre (n=2).
“Overall, the 8 included trials were published between 2008–2021 and conducted in the United States (n = 2), United Kingdom (n = 2), Norway (n = 1), Canada (n = 1), and in multiple countries with a United States coordinating centre (n = 2).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn participants rechallenged with statin therapy, 36% experienced intolerance (325 events/906 total events), compared to 26% on placebo (233 events/911 total events) (RR 1.40, 95% CI 1.23 to 1.60, I2 = 0%, number needed to harm 10).
“In participants rechallenged with statin therapy, 36% experienced intolerance (325 events /906 total events), compared to 26% on placebo (233 events/911 total events) (RR 1.40, 95% CI, 1.23 to 1.60, I2 = 0%, number needed to harm 10).”
- Also stated in: § Discussion · plain
“Only 36% of participants were intolerant of statins on rechallenge compared to 26% who were intolerant on placebo.”
Quote in the paperSubstantial claim- Also stated in: § Discussion · plain
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn 3 trials, ≥75% of participants tried at least 2 statins before the trial.
“In 3 trials, ≥75% of participants tried at least 2 statins before the trial;”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataOur findings were consistent with subgroup and sensitivity analysis.
“our findings were consistent with subgroup and sensitivity analysis”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn 2 trials, 25% to 50% of participants tried at least 2 statins before the trial.
“in 2 trials, 25% to 50% tried at least 2 statins;”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe remainder of the trials did not provide information on the number of statins tried before the trial.
“and the remainder of the trials did not provide this information.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOverall, statin recipients were more symptomatic than placebo recipients, but this was not statistically significant: symptom scores were a mean 1.08 points higher out of 100 (95% CI -1.51 to 3.67, I2 = 0%).
“Overall, statin recipients were more symptomatic than placebo recipients, but this was not statistically significant: symptom scores were a mean 1.08 points higher out of 100 (95% CI, -1.51 to 3.67, I2 = 0%).”
- Also stated in: § Discussion · plain
“no significant difference in mean myalgia or global symptom scores was found between statins and placebo.”
Quote in the paperSubstantial claim- Also stated in: § Discussion · plain
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataParticipants were recruited from a variety of sites including primary care clinics, specialty clinics, hospitals, and a veteran affairs primary care centre.
“Participants were recruited from a variety of sites including primary care clinics, specialty clinics, hospitals, and a veteran affairs primary care centre.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataAmong the 6 trials that reported ethnicity, all participants were ≥90% Caucasian except for Kennedy with 68% Caucasian, 18% African American, and 6% Hispanic.
“Among the 6 trials that reported ethnicity, all participants were ≥ 90% Caucasian except for Kennedy with 68% Caucasian, 18% African American, and 6% Hispanic.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn the Howard trial, 30/60 (50%) remained on statins at 6 months.
“This included Howard, where 30/60 (50%) remained on statins at 6 months”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn the Joy trial, 5/8 (62.5%) remained on statins at 10 months.
“and Joy, where 5/8 (62.5%) remained on statins at 10 months.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataSeven trials provided data related to intolerance including patient-reported intolerable myalgia (n=1); predefined change in VAS score (n=1); stops and withdrawals (n=4); and withdrawals (n=1).
“Seven trials provided data related to intolerance including patient-reported intolerable myalgia (n = 1); predefined change in VAS score (n = 1); stops and withdrawals (n = 4); and withdrawals (n = 1).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataFive trials provided data for the myalgia or global symptom score analysis, four reporting myalgia and one reporting global symptoms.
“Five trials provided data for this analysis, four reporting myalgia and one reporting global symptoms.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductreasoningEligible trials with unblinded participants or comparators of usual care and no intervention were excluded from data synthesis to avoid the potential nocebo effect.
“To ensure intolerance was not impacted by the potential nocebo effect, any eligible trials with unblinded participants or comparators of usual care and no intervention were not included in data synthesis.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe small number of trials is a limitation.
“the small number of trials”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe review protocol was published on PROSPERO prior to data extraction.
“the protocol was published on the Prospero database (CRD42023437648) prior to data extraction.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationStatin intolerance has no consensus definition.
“Given that statin intolerance has no consensus definition [8]”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [8] BS Wiggins, 2022, Statin-associated muscle symptoms-A review: Individualizing the approach to optimize care, Pharmacotherapy source
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Study design and conductnone givenThere is potential for carryover effects in crossover/n-of-1 trial designs.
“the potential for carryover effects in crossover/n-of-1 trial designs.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenThe search was carried out on May 1, 2023, with no restrictions on date or language.
“The search was carried out on May 1, 2023, with no restrictions on date or language.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationTwo data extractors assessed all included trials for potential bias using the Cochrane Collaboration's risk-of-bias tool 1.
“Two data extractors (FW and EM) assessed all included trials for potential bias using the Cochrane Collaboration’s risk-of-bias tool 1 [10].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [10] JPT Higgins, 2017
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S1 (asserted).
Study design and conductreasoningTrials with high attrition bias (stopping and withdrawal exceeding 10% in all groups at all time points) were excluded.
“If stopping and withdrawal exceeded 10% at all time points in any group, that trial was excluded.”
Quote in the paperNot a substantial claim- Rests on an assumption: Individuals who are more symptomatic are more likely to stop the study drug or withdraw from the trial, making groups appear more similar than reality.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataAll participants in the included trials were blinded.
“All participants were blinded.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataTwo authors independently extracted data, with differences resolved by consensus or a third person.
“Two authors (FW and EM) independently extracted data using Google spreadsheet. Differences were resolved by consensus or by involving a third person (RK).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductnone givenWhen data was available from multiple time points, the furthest time point with negligible attrition bias was chosen.
“When data was available from multiple time points, we chose the furthest time point in the trial where attrition bias appeared negligible (defined as stopping and withdrawal being less than 10% in all groups).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataA definition of statin intolerance was provided for only 2 of the included trials.
“A definition of statin intolerance was provided for only 2 trials.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataA health sciences librarian developed the search strategy and adapted it for Medline, Embase, CINAHL Plus, Scopus, and the Cochrane CENTRAL trial registry.
“A health sciences librarian (LD) developed a search strategy and adapted it for Medline, Embase, CINAHL Plus, Scopus, and the Cochrane CENTRAL trial registry (S1 Text).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Study design and conductnone givenThere is a possibility of attrition bias.
“the possibility of attrition bias”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataTwo authors independently screened titles and abstracts and examined full texts to determine eligibility, with conflicts resolved by consensus or a third reviewer.
“Two authors (FW and EM) independently screened titles and abstracts and examined full texts to determine eligibility. Any conflicts were resolved by consensus or by a third reviewer (RK) if needed.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductreasoningAlthough attrition bias is possible, it is doubtful that it would cause a clinically meaningful difference to myalgia or global symptom score, given that trials either adjusted the scores for attrition, had minimal attrition, or had similar attrition between statin and placebo periods.
“There is a possibility of attrition bias, but doubtful this would cause a clinically meaningful difference to myalgia or global symptom score given that either trials adjusted the scores for attrition, had minimal attrition, or had similar attrition between statin and placebo periods.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataGeneralizability is further improved with the wide variety of statins used; the variety of countries in which the trials took place (although most were Caucasian and in their 60s); the wide variety of preventive settings out of which participants were recruited; and the number of times participants attempted to take a statin prior to being enrolled in a trial.
“Generalizability is further improved with the wide variety of statins used; the variety of countries in which the trials took place (although most were Caucasian and in their 60s); the wide variety of preventive settings out of which participants were recruited; and the number of times participants attempted to take a statin prior to being enrolled in a trial.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThese findings appear robust.
“These findings appear robust”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationThe half-life of statin medication ranges between 5 and 30 hours.
“Although the half-life of statin medication ranges between 5 and 30 hours [23]”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [23] S Bellosta, 2012, Statin drug interactions and related adverse reactions, Expert Opin Drug Saf source
May combine two claims.
Study design and conductown dataThe potential for missing intolerant participants is mitigated by the high weighting of the trial asking about intolerable symptoms, the lack of heterogeneity between trials, and sensitivity analysis that found little difference between groups.
“Mitigating against this is the high weighting of the trial asking about intolerable symptoms, the lack of heterogeneity between trials, and sensitivity analysis that found little difference between groups.”
Quote in the paperSubstantial claim
The paper relies on this without support.
There has not yet been a systematic review on statin rechallenge in statin-intolerant individuals.
“to our knowledge there has not yet been a systematic review on this topic.”
The paper relies on this without support.
Individuals who are more symptomatic are more likely to stop the study drug or withdraw from the trial, making groups appear more similar than reality.
“those who were more symptomatic would be more likely to stop the study drug or withdraw from the trial, which would make both groups appear more similar than is reality.”
The authors state this as an assumption.
A 10-point difference on a 100-point symptom scale is the minimum clinically important difference.
“our predefined 10-point minimum clinically important difference”
The paper relies on this without support.
The two trials that reported statin use 6–10 months after study completion are representative of long-term statin tolerance in statin-intolerant patients.
“The 2 trials that examined statin use 6–10 months after study completion suggest tolerance did not change substantially over time.”
The paper relies on this without support.
Blinding and the possibility of placebo lessen the expectation of adverse effects.
“as is the case with blinding and the possibility of placebo”
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.
Different numbers of studies screened
MinorThe abstract says 1,941 studies were screened, while the Results section says 1,971.
“Of 1,941 studies screened, 8 met our inclusion criteria”
“A total of 1,971 studies were screened for inclusion, with 53 undergoing full text review and 8 meeting our inclusion criteria (Fig 1).”
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- Authors
- Kraut, R., Wierenga, F., Molstad, E., Korownyk, C., Perry, D., Dennett, L., & Garrison, S.
- Affiliations
- University of Alberta (CA)
- Corresponding author
- Kraut, Roni
- Venue
- PLOS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2023-12-21
- Volume
- 18
- Issue
- 12
- Pages
- e0295857
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC10735036
- OpenAlex
- W4390046987
- Semantic Scholar
- 44f6b9abb6283dc3089664324917117eb46d5870
- Cited by
- 7
- References
- 28
- Citations by year
- 2026: 4 · 2025: 2 · 2024: 1
- FWCI
- 0.60
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- PLoS ONE (publishedVersion, cc-by)
- PubMed (publishedVersion)
- PubMed Central (submittedVersion, cc-by)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Cleveland Clinic
- Imperial College London
- Topics
- Health Sciences › Medicine › Surgery › Lipoproteins and Cardiovascular Health
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Toxicology › Pharmacovigilance and Adverse Drug Reactions
- Health Sciences › Medicine › Pharmacology › Drug-Induced Adverse Reactions
- Keywords
- statin rechallenge, statin intolerance, statin discontinuation, placebo comparison, drug intolerance, statin tolerability, cardiovascular risk management, attrition bias, residual effects, crossover design, N-of-1 trials, risk of bias assessment, number needed to harm
- MeSH terms
- Adult, Asia, Europe, Humans, Randomized Controlled Trials as Topic, Hydroxymethylglutaryl-CoA Reductase Inhibitors, Myalgia
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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.
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