Protocol of a randomized trial of acceptance and commitment therapy for fatigue interference in metastatic breast cancer
Open accessAbstract
Fatigue interference with activities, mood, and cognition is one of the most prevalent and distressing concerns of metastatic breast cancer patients. To date, there are no evidence-based interventions for reducing fatigue interference in metastatic breast cancer and other advanced cancer populations. In pilot studies, Acceptance and Commitment Therapy (ACT) has shown potential for reducing symptom-related suffering in cancer patients. The current Phase II trial seeks to more definitively examine the efficacy of telephone-based ACT for women with metastatic breast cancer who are experiencing fatigue interference. In this trial, 250 women are randomly assigned to either the ACT intervention or an education/support control condition. Women in both conditions attend six weekly 50-min telephone sessions. The primary aim of this study is to test the effect of telephone-based ACT on fatigue interference. Secondary outcomes include sleep interference, engagement in daily activities, and quality of life. Outcomes are assessed at baseline, 2 weeks post-intervention, and 3 and 6 months post-intervention. This trial also examines whether increases in psychological flexibility, defined as full awareness of the present moment while persisting in behaviors aligned with personal values, account for the beneficial effect of ACT on fatigue interference. After demonstrating ACT's efficacy, the intervention can be widely disseminated to clinicians who care for metastatic breast cancer patients. Our findings will also inform future ACT trials with various cancer populations and functional outcomes. © 2020 Elsevier Inc.
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Claims the paper makes
23 of 61 cited sources checked · 9 supported · 0 flagged · accuracy not yet measured
- Findingcitation
In the authors' pilot study, the effect of study condition on fatigue interference at 1 month post-intervention was moderate (d = −.30).
“In our pilot study, we found a moderate effect (d = −.30) of study condition on fatigue interference at 1 month post-intervention [23].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [23] source
The Results (Preliminary Efficacy; page unavailable) report small-to-moderate decreases in fatigue interference within the ACT group at the 8- and 12-week follow-ups (d range −.23 to −.31). They do not report d = −.30 as an effect of study condition at one month post-intervention; the mixed-effects analysis found no main effect of study group on fatigue interference. (LLM, conf=0.87)
Experimental — accuracy not yet measured
- Findingown data
In the authors' pilot trial, the retention rate was 83% (39/47) at 8 weeks post-intervention.
“and the retention rate (83% [39/47] at 8 weeks post-intervention).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [23] source
The Results (Feasibility) report that 83% (39/47) completed the 8-week follow-up. The Abstract (Results) specifies that this was 8 weeks post-baseline, not 8 weeks post-intervention, so the claim misstates the timing. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Findingown data
In the authors' pilot trial, 64% of reached patients agreed to be screened.
“Feasibility was demonstrated by the eligibility screening rate (64% of reached patients agreed to be screened)”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [23] source
- Premisecitation
Evidence-based interventions for managing fatigue in metastatic breast cancer and other advanced cancer populations are lacking.
“Evidence-based interventions for managing fatigue in MBC and other advanced cancer populations are lacking [7–9].”
Quote in the paperSubstantial claim1 of 3 sources checked- cites [7] source
The Authors’ conclusions (Implications for practice; page unavailable) say evidence is too weak to support a specific drug for fatigue in palliative care patients, including those with cancer. The review addresses pharmacological treatments, not interventions generally, and does not establish the claim specifically for metastatic breast cancer. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [8] source
- cites [9] source
- Premisecitation
Fatigue interference with activities, mood, and cognition is a highly prevalent and distressing problem for patients with metastatic breast cancer.
“Fatigue interference with activities, mood, and cognition is one of the most prevalent and distressing concerns of metastatic breast cancer patients.”
Quote in the paperSubstantial claim2 of 3 sources checked- cites [1] source
- cites [2] source
The Description of the sample reports that 63% of women had elevated fatigue symptoms, supporting the claim that fatigue was highly prevalent. The paper reports physical, emotional and cognitive functioning separately, but does not establish that fatigue interfered with activities, mood or cognition, or rank that interference among the most distressing concerns. Page numbers were not available in our copy. (LLM, conf=0.87)
Experimental — accuracy not yet measured - cites [3] source
The Abstract reports that fatigue was a top-ranked concern among patients with advanced cancer, including breast cancer, and says it can affect physical, emotional, and cognitive function. The Results associate fatigue with difficulty enjoying usual activities. But the study included stage III and IV patients and did not establish that interference with activities, mood, and cognition specifically was highly prevalent or ranked among the most distressing concerns in metastatic breast cancer patients. (LLM, conf=0.84)
Experimental — accuracy not yet measured
- Findingown data
In the authors' pilot study, among patients with moderate to severe baseline fatigue interference, the effect of study condition on fatigue interference at 1 month post-intervention was strong (d = −.59).
“Indeed, among patients with moderate to severe baseline fatigue interference in our pilot study, we found a strong effect (d = −.59) of study condition on fatigue interference at 1 month post-intervention.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [23] source
The Results (Preliminary Efficacy; page unavailable) report decreases in fatigue interference in the ACT group and little change in the education/support group. They do not report an analysis limited to patients with moderate-to-severe baseline fatigue interference or a study-condition effect of d = −.59 at one month post-intervention; the reported −.23 to −.31 values are within-group changes, and the group difference was not statistically significant. (LLM, conf=0.84)
Experimental — accuracy not yet measured
- Findingown data
In the authors' pilot study, only about half of the sample had elevated fatigue interference at baseline.
“It should be noted that only about half of the pilot sample had elevated fatigue interference at baseline”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [23] source
The Results (Participant Characteristics; page unavailable) report that 47% of patients had elevated fatigue at baseline, which supports 'about half.' But that figure refers to fatigue severity, not fatigue interference; the Methods (Measures; page unavailable) identify these as separate outcomes. The copy does not give the proportion with elevated fatigue interference. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Premisecitation
The current trial addresses the top-rated concern of metastatic breast cancer patients-fatigue interference with activities, mood, and cognition.
“The current trial addresses the top-rated concern of MBC patients—fatigue interference with activities, mood, and cognition [1, 3].”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [1] source
- cites [3] source
The Results (Table 2; page not specified) show that fatigue was the most frequently selected concern among patients with advanced breast cancer, and the paper describes fatigue’s broad effects on physical, emotional, and cognitive function. It does not establish that interference with activities, mood, and cognition was itself the top-rated concern, or report that ranking specifically for metastatic breast cancer patients. (LLM, conf=0.84)
Experimental — accuracy not yet measured
- Findingcitation
The authors recruited about six patients per month over 8 months in their pilot.
“We recruited about six patients per month over 8 months in our pilot [23].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [23] source
- Premisecitation
In prior studies with adults, psychological flexibility mediated the effects of ACT on mental health outcomes.
“In prior studies with adults, psychological flexibility mediated the effects of ACT on mental health outcomes [65, 66].”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [65] source
- cites [66] source
The Results report that improved psychological flexibility mediated the intervention’s effect on positive mental health in adults. The intervention combined ACT and mindfulness, however, so this study does not establish mediation of ACT’s effects alone. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Premisecitation
Fatigue has a substantial negative impact on the daily activities of metastatic breast cancer patients.
“Fatigue has a substantial negative impact on their daily activities [1, 5].”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [1] source
- cites [5] source
The Results (Preliminary analyses; page unavailable) report that nearly all measured symptoms, including fatigue, were significantly associated with lower activity engagement. The Methods (Measures; page unavailable) include usual work and social activities in that measure. However, this single-time-point survey establishes an association, not that fatigue itself has a substantial causal impact on daily activities. (LLM, conf=0.85)
Experimental — accuracy not yet measured
- Study design and conductcitation
With a sample size of 198 patients at 2 weeks post-intervention (assuming 21% attrition), the trial will have 80% power (p = .05, two-tailed) to detect a Cohen's d of −.40 in a linear mixed model.
“With a sample size of 198 patients at 2 weeks post-intervention (assuming 21% attrition based on our pilot [23]), we will have 80% power (p = .05, two-tailed) to detect a Cohen’s d of −.40 in a linear mixed model [53].”
Quote in the paperSubstantial claim1 of 2 sources checked - Study design and conductown data
The clinical validity of the FSI Fatigue Interference cut point (mean ≥2.5) is supported by the authors' pilot research with metastatic breast cancer patients.
“The clinical validity of this cut point is supported by our pilot research with MBC patients.”
Quote in the paperSubstantial claim - Premisecitation
ACT has been tested in pilot trials with cancer patients.
“and has been tested in pilot trials with cancer patients [13, 14, 20–22].”
Quote in the paperSubstantial claim0 of 5 sources checked - Interpretationreasoning
The effect size of ACT on fatigue interference is likely to be larger in the present trial than in the pilot because the present sample will have uniformly elevated fatigue interference at entry.
“thus, the effect size is likely to be higher in the present study where the sample will have uniformly elevated fatigue interference at study entry.”
Quote in the paperSubstantial claim - Premisecitation
Acceptance and Commitment Therapy has shown potential for reducing symptom-related suffering in cancer patients in pilot studies.
“In pilot studies, Acceptance and Commitment Therapy (ACT) has shown potential for reducing symptom-related suffering in cancer patients.”
Quote in the paperSubstantial claim0 of 2 sources checked - Premisecitation
ACT has been shown to reduce distress and pain interference in patients with chronic pain.
“ACT has been shown to reduce distress and pain interference in patients with chronic pain [16–19]”
Quote in the paperNot a substantial claim0 of 4 sources checked - Premisecitation
To the authors' knowledge, there is only one published large-scale trial of ACT in cancer, which focused on health behavior change in colorectal cancer survivors.
“To our knowledge, there is only one published large-scale trial of ACT in cancer, which focused on health behavior change in colorectal cancer survivors [62].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [62] source
- Premisecitation
Guidelines on minimal clinically important differences for pain interference and quality-of-life measures suggest that an effect size of .5 (.5 SD) is clinically meaningful.
“Although MCIDs have yet to be determined for measures of fatigue interference, guidelines on MCIDs for pain interference and quality-of-life measures suggest that an effect size of .5 (.5 SD) is clinically meaningful [57–60].”
Quote in the paperSubstantial claim0 of 4 sources checked - Premisecitation
Only 3% of psychosocial intervention trials in cancer have analyzed potential mediators of intervention effects.
“Only 3% of psychosocial intervention trials in cancer have analyzed potential mediators of intervention effects [64].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [64] source
- Study design and conductnone given
The current trial is powered to detect an effect size of .5.
“The current trial is powered to detect this effect size.”
Quote in the paperSubstantial claim - Premisecitation
Performance status is a key factor in metastatic breast cancer treatment decisions.
“We are stratifying randomization by performance status because it is a key factor in MBC treatment decisions [28].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [28] source
- Study design and conductcitation
At the final 6-month follow-up with a sample size of 163 (assuming 35% attrition), the trial will have 80% power (p = .05, two-tailed) to detect a Cohen's d of −.44.
“At the final, 6-month follow-up with a sample size of 163 (assuming 35% attrition), we will have 80% power (p = .05, two-tailed) to detect a Cohen’s d of −.44 [53].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [53] source
- May combine two claims. 13
- Classified as probably not a substantial claim. 15
May combine two claims.
PremisecitationFatigue often co-occurs with sleep disturbance, cognitive concerns, anxiety, and depressive symptoms, and this co-occurrence impairs daily activities.
“Fatigue frequently co-occurs with a number of symptoms, such as sleep disturbance, cognitive concerns, anxiety, and depressive symptoms [4, 5], resulting in impaired daily activities [1, 5, 6].”
Quote in the paperNot a substantial claim3 of 4 sources checked- cites [4] source
The Discussion (page unavailable) says fatigue, sleep problems, and psychological symptoms tended to co-occur in patients with metastatic breast cancer. The Results (page unavailable) link fatigue and poorer sleep quality with worse functional status. The paper does not address cognitive concerns or show that symptom co-occurrence causes impaired daily activities. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites [5] source
The Background reports that sleep problems are frequently associated with fatigue in metastatic breast cancer patients. The Results (Preliminary and Primary analyses; page numbers unavailable) link higher symptom levels, including the named symptoms, with reduced activity engagement. The paper reports associations rather than showing that their co-occurrence causes daily activity impairment, and it does not establish how frequently all five symptoms co-occur. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [1] source
- cites [6] source
The Results and Discussion (page numbers unavailable) report that depressive symptoms, particularly negative affect, predicted later disruption of social and recreational activities in women with metastatic breast cancer. The paper does not establish that fatigue co-occurs with sleep disturbance, cognitive concerns, anxiety, and depression, or that this symptom cluster causes the disruption. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMore than half of patients with metastatic breast cancer report moderate-to-severe fatigue.
“Moderate-to-severe fatigue is reported by over 50% of MBC patients [1, 2].”
Quote in the paperNot a substantial claim1 of 2 sources checkedMay combine two claims.
Findingown dataIn the authors' pilot randomized controlled trial, ACT showed strong evidence of feasibility and promise for fatigue and sleep interference with activities, mood, and cognition.
“ACT showed strong evidence of feasibility and promise with respect to fatigue and sleep interference with activities, mood, and cognition.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [23] source
May combine two claims.
PremisecitationA Cochrane meta-analysis found the evidence for pharmacologic fatigue interventions in advanced cancer and palliative care inconclusive and noted small, heterogeneous samples.
“A Cochrane meta-analysis of pharmacologic interventions for fatigue in advanced cancer and other palliative care patients characterized the evidence as inconclusive and highlighted the small, heterogeneous samples in many studies [7].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [7] source
May combine two claims.
Study design and conductown dataThe estimated attrition is based on the authors' feasibility data for telephone-based ACT, use of telephone assessments to maximize compliance, and metastatic breast cancer survival rates.
“The estimated attrition is based on our promising feasibility data for telephone-based ACT [23], use of telephone assessments to maximize compliance, and MBC survival rates [54].”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [23] source
- cites [54]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationThe education/support condition was tested in the authors' pilot feasibility trial and is similar to controls in other cancer trials.
“The education/support condition was tested in our pilot feasibility trial [23] and is similar to controls in other cancer trials [34, 35].”
Quote in the paperNot a substantial claim2 of 3 sources checked- cites [23]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [34] source
- cites [35] source
The Method > Procedures section says participants were randomly assigned to education/support or partner-assisted emotional disclosure, so this paper did test the education/support condition. Our copy describes the study as a randomized controlled trial, but does not identify it as a pilot feasibility trial. The comparison with controls in other cancer trials is attributed to different citations and is not judged here. (LLM, conf=0.82)
Experimental — accuracy not yet measured
Classified as probably not a substantial claim.
PremisecitationAccording to the ACT model, increased psychological flexibility is the primary mechanism underlying the beneficial health effects of ACT.
“According to the ACT model, increased psychological flexibility is the primary mechanism underlying the beneficial health effects of ACT [15].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [15] source
May combine two claims.
PremisecitationAmong five psychotherapy trials for fatigue in metastatic breast cancer, only year-long supportive-expressive group therapy reduced fatigue, and that result was not replicated.
“Furthermore, of the five psychotherapy trials for MBC patients targeting fatigue [9], only a trial of year-long supportive-expressive group therapy effectively reduced fatigue [10]; importantly, this finding was not replicated by others [11].”
Quote in the paperSubstantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenIntervention assignments are identifiable to patients, interventionists, and staff mailing intervention materials.
“Following randomization, intervention assignments are identifiable to patients, interventionists, and staff mailing intervention materials.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoningRandomly varying block sizes of 2, 4, 6, and 8 are used to maintain allocation concealment and balanced allocation.
“Randomly varying block sizes of 2, 4, 6, and 8 are used to maintain allocation concealment and assure balanced allocation to study conditions.”
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 trial is registered at clinicaltrials.gov (NCT03998618) and approved by the Indiana University Institutional Review Board.
“This trial was registered in clinicaltrials.gov (NCT03998618) and approved by the Indiana University Institutional Review Board.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductcitationPatients are randomly assigned to ACT or education/support using stratified block randomization, with stratification by age (<65 vs ≥65 years) and performance status (ECOG 0 or 1 vs 2).
“Following baseline assessments, patients are randomly assigned to ACT or education/support using stratified block randomization to balance the groups by age (<65 yrs. vs. ≥65 yrs.) and performance status (patient-reported ECOG scores 0 or 1 vs. 2 [27]).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [27] source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenOther investigators, data monitoring committee members, outcome assessors, and data analysts are blinded throughout the trial.
“Other investigators, data monitoring committee members, outcome assessors, and data analysts are blinded throughout the trial.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductreasoningDifferent therapists deliver each intervention to prevent cross-contamination between study conditions.
“Different therapists deliver each intervention to prevent cross-contamination between study conditions.”
Quote in the paperSubstantial claim- Rests on an assumption: Having different therapists deliver each intervention prevents cross-contamination between study conditions.
Probably not a substantial claim: may not pass S4 (based).
Study design and conductnone givenAll study measures have evidence of reliability and validity in cancer patients.
“All measures have evidence of reliability and validity in cancer patients.”
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 dataTreatment adherence scores are provided and treatment fidelity issues are discussed during regular supervision with therapists.
“During regular supervision with therapists, treatment adherence scores (number of required topics and exercises covered in each session/total number of fidelity criteria) are provided and treatment fidelity issues are discussed.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductnone givenAll sessions are digitally recorded, and licensed psychologists and advanced doctoral students randomly select recordings to review for adherence to the manual using checklists.
“All sessions are digitally recorded, and licensed psychologists and advanced doctoral students in clinical psychology randomly select recordings to review for adherence to the manual using checklists developed in our pilot work.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductreasoningIn the analyses for Aims 1 and 2, all randomized participants will be included in intent-to-treat analyses.
“In the analyses for Aims 1 and 2 described below, all randomized participants will be included in intent-to-treat analyses [50], as the aims are concerned with the impact of the intervention on outcomes regardless of study completion status.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [50] source
Classified as probably not a substantial claim.
Study design and conductnone givenThe Sidak adjustment for correlated multiple outcomes will be used to control the familywise Type I error rate.
“The Sidak adjustment for correlated multiple outcomes will be used to control the familywise Type I error rate.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductcitationThe random effects pattern-mixture model proposed by Hedeker and Gibbons will be used to address missing data.
“We plan to use the random effects pattern-mixture model proposed by Hedeker and Gibbons [51] to address missing data.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [51] source
May combine two claims.
PremisecitationMinimal clinically important differences for metastatic breast cancer and other cancer patients are 2-point differences on FACT-G subscale scores and a 5-point difference on the FACT-G total score, corresponding to .3 to .5 SDs.
“MCIDs for MBC and other cancer patients are 2-point differences on the FACT-G subscale scores and a 5-point difference on the FACT-G total score, which fall in the range of .3 to .5 SDs [55, 56].”
Quote in the paperSubstantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Interpretationnone givenUse of the telephone for all assessments and the intervention reduces barriers to participation for rural residents and those with low incomes.
“Use of the telephone for all assessments and the intervention reduces barriers to participation for rural residents and those with low incomes.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisereasoningThe ACT intervention is designed for patients who can engage in at least moderate levels of activity.
“Those with an ECOG score above 2 are excluded, as the ACT intervention is designed for those who can engage in at least moderate levels of activity.”
Quote in the paperSubstantial claim- Rests on an assumption: Patients with an ECOG performance status above 2 cannot engage in the ACT intervention because it requires at least moderate activity.
The paper relies on this without support.
Patients with an ECOG performance status above 2 cannot engage in the ACT intervention because it requires at least moderate activity.
“Those with an ECOG score above 2 are excluded, as the ACT intervention is designed for those who can engage in at least moderate levels of activity.”
The paper relies on this without support.
Minimal clinically important differences for fatigue interference can be determined by anchoring to established MCIDs on the FACT-G.
“We will use established minimal clinically important differences (MCIDs) on the FACT-G total score and subscale scores as anchors for determining a MCID in fatigue interference.”
The paper relies on this without support.
Having different therapists deliver each intervention prevents cross-contamination between study conditions.
“Different therapists deliver each intervention to prevent cross-contamination between study conditions.”
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MethodGroup Support for Patients With Metastatic Cancer: A Randomized Prospective Outcome Study
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“Furthermore, of the five psychotherapy trials for MBC patients targeting fatigue [9], only a trial of year-long supportive-expressive group therapy effectively reduced fatigue [10]; importantly, this finding was not replicated by others [11].”
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“Secondary outcomes—Sleep interference is assessed with the 8-item PatientReported Outcomes Measurement Information System (PROMIS) sleep-related impairment measure [36, 37].”
MethodStatistical Considerations in the Intent-to-Treat Principle
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“In the analyses for Aims 1 and 2 described below, all randomized participants will be included in intent-to-treat analyses [50], as the aims are concerned with the impact of the intervention on outcomes regardless of study completion status.”
MethodAcceptance and Commitment Therapy (ACT) for Chronic Pain: A Systematic Review and Meta-Analyses
Hughes, L. S., Clark, J., Colclough, J. A., Dale, E., & McMillan, D. (2017) · The Clinical Journal of Pain · doi:10.1097/ajp.0000000000000425 · Cited by 611 · cited 1× · see citing works
“Acceptance and Commitment Therapy (ACT)—Study team members developed the ACT manual, which was informed by literature on fatigue and related symptoms in MBC patients [1, 2, 4], the ACT model [12, 15], previous ACT trials with patients with cancer and other chronic conditions [14, 17, 18, 20, 31, 32], and our clinical…”
MethodCardoso, F., Fallowfield, L. J., Costa, A., Castiglione, M., & Senkus, E. (2011) · Annals of Oncology · doi:10.1093/annonc/mdr372 · Cited by 596 · see citing works
Hann, D. M., Jacobsen, P. B., Azzarello, L. M., Martin, S. C., Curran, S. L., Fields, K. K., Greenberg, H., & Lyman, G. H. (1998) · Quality of Life Research · doi:10.1023/a:1024929829627 · Cited by 526 · cited 10× · see citing works
“Fatigue severity and frequency are measured with six items from the FSI [24, 25], and sleep disturbance, cognitive concerns, anxiety, and depressive symptoms are each assessed with a 6-item PROMIS measure [33, 36, 37, 45–47].”
BackgroundMethodInfluentialWetherell, J. L., Afari, N., Rutledge, T., Sorrell, J. T., Stoddard, J. A., Petkus, A. J., Solomon, B. C., Lehman, D. H., Liu, L., Lang, A. J., et al. (2011) · PAIN · doi:10.1016/j.pain.2011.05.016 · Cited by 508 · cited 1× · see citing works
“ACT has been shown to reduce distress and pain interference in patients with chronic pain [16-19] and has been tested in pilot trials with cancer patients [13, 14, 20-22].”
Hann (1998) · Quality of Life Research · doi:10.1023/a:1008842517972 · Cited by 500 · see citing works
Cardoso, F., Harbeck, N., Fallowfield, L., Kyriakides, S., & Senkus, E. (2012) · Annals of Oncology · doi:10.1093/annonc/mds232 · Cited by 485 · cited 1× · see citing works
“We are stratifying randomization by performance status because it is a key factor in MBC treatment decisions [28].”
MethodMIXOR: a computer program for mixed-effects ordinal regression analysis
Hedeker, D., & Gibbons, R. D. (1996) · Computer Methods and Programs in Biomedicine · doi:10.1016/0169-2607(96)01720-8 · Cited by 408 · cited 1× · see citing works
“We plan to use the random effects pattern-mixture model proposed by Hedeker and Gibbons [51] to address missing data.”
MethodEton, D. T., Cella, D., Yost, K. J., Yount, S. E., Peterman, A. H., Neuberg, D. S., Sledge, G. W., & Wood, W. C. (2004) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2004.01.012 · Cited by 390 · see citing works
Yost, K. J., & Eton, D. T. (2005) · Evaluation & the Health Professions · doi:10.1177/0163278705275340 · Cited by 382 · see citing works
Pilkonis, P. A., Hahn, E. A., DeVellis, R. F., Bode, R. K., Garcia, S. F., Castel, L. D., Eisen, S. V., Bosworth, H. B., Heinemann, A. W., Rothrock, N. E., et al. (2010) · Quality of Life Research · doi:10.1007/s11136-010-9654-0 · Cited by 380 · cited 1× · see citing works
“Engagement in daily activities is assessed with the 6-item PROMIS short-form measure of ability to participate in social roles and activities [38].”
MethodDevelopment of the Valuing Questionnaire (VQ)
Smout, M., Davies, M., Burns, N., & Christie, A. (2014) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2014.06.001 · Cited by 350 · cited 2× · see citing works
“Second, commitment/ behavior change is measured by the 5-item Value Progress subscale of the Valuing Questionnaire [42].”
MethodComparability of Randomised Groups
Altman, D. G. (1985) · Journal of the Royal Statistical Society Series D (The Statistician) · doi:10.2307/2987510 · Cited by 329 · cited 1× · see citing works
“, demographic, medical and healthcare use variables, symptom levels) between study conditions [52].”
BackgroundThe Hot Flash Related Daily Interference Scale
Carpenter, J. S. (2001) · Journal of Pain and Symptom Management · doi:10.1016/s0885-3924(01)00353-0 · Cited by 292 · cited 1× · see citing works
“The extent to which hot flashes interfere with aspects of quality of life is evaluated with the 10-item Hot Flash Related Daily Interference Scale [49].”
MethodBreast cancer—facts and figures
Harvey, J., Down, S. K., Bright-Thomas, R., Winstanley, J. H. R., & Bishop, H. (2013) · Oxford University Press eBooks · doi:10.1093/med/9780199215065.003.0005 · Cited by 286 · see citing works
Buhrman, M., Skoglund, A., Husell, J., Bergström, K., Gordh, T., Hursti, T., Bendelin, N., Furmark, T., & Andersson, G. (2013) · Behaviour Research and Therapy · doi:10.1016/j.brat.2013.02.010 · Cited by 281 · cited 1× · see citing works
“ACT has been shown to reduce distress and pain interference in patients with chronic pain [16-19] and has been tested in pilot trials with cancer patients [13, 14, 20-22].”
Acceptance and Commitment Therapy
Hayes, S. C., & Sackett, C. (2014) · Encyclopedia of Behavior Modification and Cognitive Behavior Therapy: Volume 1: Adult Clinical Applications Volume 2: Child Clinical Applications Volume 3: Educational Applications · doi:10.4135/9781412950534.n1 · Cited by 279 · see citing works
Choi, S. W., Reise, S. P., Pilkonis, P. A., Hays, R. D., & Cella, D. F. (2009) · Quality of Life Research · doi:10.1007/s11136-009-9560-5 · Cited by 266 · cited 2× · see citing works
“Fatigue severity and frequency are measured with six items from the FSI [24, 25], and sleep disturbance, cognitive concerns, anxiety, and depressive symptoms are each assessed with a 6-item PROMIS measure [33, 36, 37, 45-47].”
BackgroundMethodHann, K. E. J., & McCracken, L. M. (2014) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2014.10.001 · Cited by 259 · cited 1× · see citing works
“Acceptance and Commitment Therapy (ACT)—Study team members developed the ACT manual, which was informed by literature on fatigue and related symptoms in MBC patients [1, 2, 4], the ACT model [12, 15], previous ACT trials with patients with cancer and other chronic conditions [14, 17, 18, 20, 31, 32], and our clinical…”
MethodMeasurement of fatigue in cancer patients: further validation of the fatigue symptom inventory
Hann, D. M., Denniston, M. M., & Baker, F. (2000) · Quality of Life Research · doi:10.1023/a:1008900413113 · Cited by 258 · cited 10× · see citing works
“Fatigue severity and frequency are measured with six items from the FSI [24, 25], and sleep disturbance, cognitive concerns, anxiety, and depressive symptoms are each assessed with a 6-item PROMIS measure [33, 36, 37, 45–47].”
BackgroundMethodInfluentialPsychological interventions for women with metastatic breast cancer
Mustafa, M., Carson-Stevens, A., Gillespie, D., & Edwards, A. G. (2013) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd004253.pub4 · Cited by 244 · see citing works
Sloan, J., Symonds, T., Vargas-Chanes, D., & Fridley, B. (2003) · Drug Information Journal · doi:10.1177/009286150303700105 · Cited by 242 · see citing works
Hawkes, A. L., Chambers, S. K., Pakenham, K. I., Patrao, T. A., Baade, P. D., Lynch, B. M., Aitken, J. F., Meng, X., & Courneya, K. S. (2013) · Journal of Clinical Oncology · doi:10.1200/jco.2012.45.5873 · Cited by 239 · cited 1× · see citing works
“To our knowledge, there is only one published large-scale trial of ACT in cancer, which focused on health behavior change in colorectal cancer survivors [62].”
BackgroundBohlmeijer, E. T., Fledderus, M., Rokx, T. A. J. J., & Pieterse, M. E. (2011) · Behaviour Research and Therapy · doi:10.1016/j.brat.2010.10.003 · Cited by 232 · cited 1× · see citing works
“In prior studies with adults, psychological flexibility mediated the effects of ACT on mental health outcomes [65, 66].”
BackgroundHulbert-Williams, N. J., Storey, L., & Wilson, K. G. (2015) · European Journal of Cancer Care · doi:10.1111/ecc.12223 · Cited by 228 · cited 1× · see citing works
“One behavioral intervention that shows potential for reducing symptom-related suffering in cancer patients is Acceptance and Commitment Therapy (ACT) [12, 13].”
BackgroundPharmacological treatments for fatigue associated with palliative care
Mücke, M., Mochamat, M., Cuhls, H., Peuckmann-Post, V., Minton, O., Stone, P., & Radbruch, L. (2015) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd006788.pub3 · Cited by 227 · see citing works
Feros, D. L., Lane, L., Ciarrochi, J., & Blackledge, J. T. (2013) · Psycho-Oncology · doi:10.1002/pon.2083 · Cited by 216 · cited 2× · see citing works
“, physical symptoms, feelings, thoughts) interfere less with meaningful activities [14, 15].”
BackgroundMethodMapping the quality of life and unmet needs of urban women with metastatic breast cancer
ARANDA, S., SCHOFIELD, P., WEIH, L., YATES, P., MILNE, D., FAULKNER, R., & VOUDOURIS, N. (2005) · European Journal of Cancer Care · doi:10.1111/j.1365-2354.2005.00541.x · Cited by 215 · cited 2× · see citing works
“Acceptance and Commitment Therapy (ACT)—Study team members developed the ACT manual, which was informed by literature on fatigue and related symptoms in MBC patients [1, 2, 4], the ACT model [12, 15], previous ACT trials with patients with cancer and other chronic conditions [14, 17, 18, 20, 31, 32], and our clinical…”
BackgroundMethodDong, N., & Maynard, R. (2013) · Journal of Research on Educational Effectiveness · doi:10.1080/19345747.2012.673143 · Cited by 206 · see citing works
Fledderus, M., Bohlmeijer, E. T., Smit, F., & Westerhof, G. J. (2010) · American Journal of Public Health · doi:10.2105/ajph.2010.196196 · Cited by 197 · cited 1× · see citing works
“In prior studies with adults, psychological flexibility mediated the effects of ACT on mental health outcomes [65, 66].”
BackgroundFatigue is the most important symptom for advanced cancer patients who have had chemotherapy
Butt, Z., Rosenbloom, S. K., Abernethy, A. P., Beaumont, J. L., Paul, D., Hampton, D., Jacobsen, P. B., Syrjala, K. L., Von Roenn, J. H., & Cella, D. (2008) · Journal of the National Comprehensive Cancer Network · doi:10.6004/jnccn.2008.0036 · Cited by 195 · cited 1× · see citing works
“The current trial addresses the top-rated concern of MBC patients—fatigue interference with activities, mood, and cognition [1, 3].”
BackgroundJensen, R. E., Potosky, A. L., Moinpour, C. M., Lobo, T., Cella, D., Hahn, E. A., Thissen, D., Smith, A. W., Ahn, J., Luta, G., et al. (2017) · Journal of Clinical Oncology · doi:10.1200/jco.2016.71.4410 · Cited by 189 · see citing works
The clinical significance of quality of life assessments in oncology: a summary for clinicians
Sloan, J. A., Frost, M. H., Berzon, R., Dueck, A., Guyatt, G., Moinpour, C., Sprangers, M., Ferrans, C., Cella, D., & Clinical Significance Consensus Meeting Group (2006) · Supportive Care in Cancer · doi:10.1007/s00520-006-0085-y · Cited by 149 · see citing works
Bordeleau, L., Szalai, J. P., Ennis, M., Leszcz, M., Speca, M., Sela, R., Doll, R., Chochinov, H. M., Navarro, M., Arnold, A., et al. (2003) · Journal of Clinical Oncology · doi:10.1200/jco.2003.04.080 · Cited by 148 · cited 1× · see citing works
“Furthermore, of the five psychotherapy trials for MBC patients targeting fatigue [9], only a trial of year-long supportive-expressive group therapy effectively reduced fatigue [10]; importantly, this finding was not replicated by others [11].”
BackgroundPorter, L. S., Keefe, F. J., Baucom, D. H., Hurwitz, H., Moser, B., Patterson, E., & Kim, H. J. (2009) · Cancer · doi:10.1002/cncr.24578 · Cited by 146 · see citing works
Rost, A. D., Wilson, K., Buchanan, E., Hildebrandt, M. J., & Mutch, D. (2012) · Cognitive and Behavioral Practice · doi:10.1016/j.cbpra.2012.01.003 · Cited by 146 · cited 1× · see citing works
“Acceptance and Commitment Therapy (ACT)—Study team members developed the ACT manual, which was informed by literature on fatigue and related symptoms in MBC patients [1, 2, 4], the ACT model [12, 15], previous ACT trials with patients with cancer and other chronic conditions [14, 17, 18, 20, 31, 32], and our clinical…”
MethodJohns, S. A., Stutz, P. V., Talib, T. L., Cohee, A. A., Beck‐Coon, K. A., Brown, L. F., Wilhelm, L. R., Monahan, P. O., LaPradd, M. L., Champion, V. L., et al. (2020) · Cancer · doi:10.1002/cncr.32518 · Cited by 141 · cited 1× · see citing works
“Acceptance and Commitment Therapy (ACT)—Study team members developed the ACT manual, which was informed by literature on fatigue and related symptoms in MBC patients [1, 2, 4], the ACT model [12, 15], previous ACT trials with patients with cancer and other chronic conditions [14, 17, 18, 20, 31, 32], and our clinical…”
MethodSelf-citationStanton, A. L., Luecken, L. J., MacKinnon, D. P., & Thompson, E. H. (2013) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0028833 · Cited by 114 · cited 1× · see citing works
“Only 3% of psychosocial intervention trials in cancer have analyzed potential mediators of intervention effects [64].”
BackgroundAn examination of distress, sleep, and fatigue in metastatic breast cancer patients
Mosher, C. E., & DuHamel, K. N. (2012) · Psycho-Oncology · doi:10.1002/pon.1873 · Cited by 96 · cited 2× · see citing works
“Acceptance and Commitment Therapy (ACT)—Study team members developed the ACT manual, which was informed by literature on fatigue and related symptoms in MBC patients [1, 2, 4], the ACT model [12, 15], previous ACT trials with patients with cancer and other chronic conditions [14, 17, 18, 20, 31, 32], and our clinical…”
BackgroundMethodSelf-citationMosher, C. E., Secinti, E., Li, R., Hirsh, A. T., Bricker, J., Miller, K. D., Schneider, B., Storniolo, A. M., Mina, L., Newton, E. V., et al. (2018) · Supportive Care in Cancer · doi:10.1007/s00520-018-4045-0 · Cited by 95 · cited 8× · see citing works
“Education/Support—The education/support condition was tested in our pilot feasibility trial [23] and is similar to controls in other cancer trials [34, 35].”
BackgroundMethodInfluentialSelf-citationStepped Care for Affective Disorders and Musculoskeletal Pain (SCAMP) study
Kroenke, K., Bair, M. J., Damush, T. M., Hoke, S., Nicholas, G., Kempf, C., Huffman, M. A., Wu, J., & Sutherland, J. M. (2007) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2007.08.005 · Cited by 94 · cited 1× · see citing works
“Additionally, seven self-report items assess physical and mental healthcare use, including outpatient and emergency room visits, use of alternative healthcare services, and (at baseline only) prior mindfulness training [43, 44].”
BackgroundMosher, C. E., Winger, J. G., Hanna, N., Jalal, S. I., Einhorn, L. H., Birdas, T. J., Ceppa, D. P., Kesler, K. A., Schmitt, J., Kashy, D. A., et al. (2016) · Journal of Pain and Symptom Management · doi:10.1016/j.jpainsymman.2016.04.006 · Cited by 91 · cited 1× · see citing works
“Education/Support—The education/support condition was tested in our pilot feasibility trial [23] and is similar to controls in other cancer trials [34, 35].”
MethodSelf-citationThe Indiana Cancer Pain and Depression (INCPAD) trial
Kroenke, K., Theobald, D., Norton, K., Sanders, R., Schlundt, S., McCalley, S., Harvey, P., Iseminger, K. A., Morrison, G. C., Carpenter, J. S., et al. (2009) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2009.01.007 · Cited by 81 · cited 2× · see citing works
“Self-reported medical comorbidities are assessed via a checklist of nine chronic health conditions [43].”
BackgroundMethodCleeland, C. S., Mayer, M., Dreyer, N. A., Yim, Y. M., Yu, E., Su, Z., Mun, Y., Sloan, J. A., & Kaufman, P. A. (2014) · The Breast · doi:10.1016/j.breast.2014.08.004 · Cited by 75 · cited 5× · see citing works
“Fatigue has a substantial negative impact on their daily activities [1, 5].”
BackgroundMethodInfluential(2015) · Europe PMC (PubMed Central) · Cited by 68 · see citing works
Beatty, L., Kemp, E., Butow, P., Girgis, A., Schofield, P., Turner, J., Hulbert‐Williams, N. J., Levesque, J. V., & Koczwara, B. (2018) · Psycho-Oncology · doi:10.1002/pon.4445 · Cited by 65 · see citing works
Arch, J. J., Fishbein, J. N., Ferris, M. C., Mitchell, J. L., Levin, M. E., Slivjak, E. T., Andorsky, D. J., & Kutner, J. S. (2020) · Journal of Palliative Medicine · doi:10.1089/jpm.2019.0398 · Cited by 48 · see citing works
blockrand: Randomization for Block Random Clinical Trials
<538280@gmail.com>, G. S. (2006) · doi:10.32614/cran.package.blockrand · Cited by 40 · see citing works
Mosher, C. E., Tometich, D. B., Hirsh, A., Rand, K. L., Johns, S. A., Matthias, M. S., Outcalt, S. D., Bricker, J., Schneider, B., Mina, L., et al. (2017) · Psycho-Oncology · doi:10.1002/pon.4283 · Cited by 34 · cited 2× · see citing works
“Fatigue has a substantial negative impact on their daily activities [1, 5].”
BackgroundSelf-citationTreating Cancer-Related Fatigue: The Search for Interventions That Target Those Most in Need
Bower, J. E. (2012) · Journal of Clinical Oncology · doi:10.1200/jco.2012.46.0436 · Cited by 29 · cited 1× · see citing works
“The use of a fatigue interference inclusion criterion allows us to target those most in need of intervention —an approach rarely used in the broader literature on behavioral interventions for fatigue [63].”
MethodActivity disruption and depressive symptoms in women living with metastatic breast cancer.
Low, C. A., & Stanton, A. L. (2015) · Health Psychology · doi:10.1037/hea0000052 · Cited by 23 · cited 1× · see citing works
“Fatigue frequently co-occurs with a number of symptoms, such as sleep disturbance, cognitive concerns, anxiety, and depressive symptoms [4, 5], resulting in impaired daily activities [1, 5, 6].”
Background
Flagged first, then by citations
4 of the 73 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Mosher, C. E., Lee, S., Addington, E. L., Park, S., Lewson, A. B., Snyder, S., Hirsh, A. T., Bricker, J. B., Miller, K. D., Ballinger, T. J., et al. (2024) · Journal of Clinical Oncology · doi:10.1200/jco.24.00965 · Cited by 15 · see citing works
Self-citationHu, H., Li, H., Xu, H., et al. (2024) · British Journal of Hospital Medicine · doi:10.12968/hmed.2024.0326 · Cited by 9 · see citing works
Li, H., Wong, C. L., Jin, X., Chong, Y. Y., & Ng, M. S. N. (2024) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2024.100758 · Cited by 7 · see citing works
Duan, L., Zhang, S., Su, Y., Li, L., Hu, M., & Hu, X. (2026) · Worldviews on Evidence-Based Nursing · doi:10.1111/wvn.70150 · Cited by 2 · see citing works
Mindfulness-Based Interventions for Patients with Cancer
Porter, L. S., & Gremore, T. M. (2022) · Springer eBooks · doi:10.1007/978-3-030-85702-8_20 · Cited by 2 · see citing works
Arch, J. J., Uno, H., Poort, H., Slivjak, E. T., Nealis, M. S., Park, H., Wang, I., Genung, S. R., Cronin, A. M., Andorsky, D. J., et al. (2026) · BMC Cancer · doi:10.1186/s12885-026-15936-0
“The only known published fully powered randomized trial of an intervention to address fatigue in patients with advanced cancer used a variant of CBT to address fatigue interference in patients with metastatic breast cancer [21].”
- Authors
- Mosher, C. E., Krueger, E., Hirsh, A. T., Miller, K. D., Ballinger, T. J., Storniolo, A. M., Schneider, B. P., Newton, E. V., Champion, V. L., & Johns, S. A.
- Affiliations
- Indiana University Indianapolis (US)
- Indiana University Health (US)
- Regenstrief Institute (US)
- Corresponding author
- Mosher, Catherine E.
- ORCID
- Venue
- Contemporary Clinical Trials
- Publisher
- Elsevier BV
- Published
- 2020-11
- Volume
- 98
- Pages
- 106168
- ISSN
- 1551-7144 (ISSN-L)
- PMC
- PMC7686157
- OpenAlex
- W3091804211
- Semantic Scholar
- 769170d1efb17d1b3ecb7e6ad1f8d895d6b5237e
- Cited by
- 6
- References
- 73
- Citations by year
- 2026: 2 · 2024: 3 · 2022: 1
- FWCI
- 0.09
- Type
- journal article
- Language
- en
- Open access
- green
- europepmc.org
- Locations
- Contemporary Clinical Trials (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- IUScholarWorks (Indiana University) (submittedVersion)
- Author eBooks
- Funders
- National Cancer Institute (R01CA230542, T32CA117865)
- Topics
- Health Sciences › Medicine › Oncology › Cancer survivorship and care
- Social Sciences › Psychology › Clinical Psychology › Mindfulness and Compassion Interventions
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Cancer-related cognitive impairment studies
- Keywords
- acceptance and commitment therapy, cancer-related fatigue, metastatic breast cancer, telephone-delivered intervention, psychological flexibility, sleep interference, quality of life, psychological distress, advanced cancer
- MeSH terms
- Anxiety, Breast Neoplasms, Fatigue, Female, Humans, Quality of Life, Randomized Controlled Trials as Topic, Acceptance and Commitment Therapy
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 2026-09-28.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-09-28.
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