Evidence map›Paper›PMID 28253393›Full record

SynthesisJAMA oncology2017

Comparison of Pharmaceutical, Psychological, and Exercise Treatments for Cancer-Related Fatigue: A Meta-analysis.

Karen M Mustian, Catherine M Alfano, Charles Heckler, Amber S Kleckner, Ian R Kleckner, Corinne R Leach, David Mohr, Oxana G Palesh, Luke J Peppone, Barbara F Piper and 4 more

2 registry-linked trialsOpen access · bronzeAbstract readComparative StudyMeta-AnalysisReview
In one paragraph

Synthesis in JAMA oncology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 450 papers, 22 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
450citing papers in PubMed, 22 pooled it
30.0field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT04999306 naterminatednot on this mapstarted 2023, after this paper: background citation

Feasibility Study of a Hypnosis Intervention and a Cognitive Behavioral Therapy Intervention to Reduce Fatigue in Patients Undergoing Chemotherapy for Metastatic Colorectal Cancer

TypeinterventionalSponsorInstitut du Cancer de Montpellier - Val d'AurelleRan2023 to 2023Enrolled1ConditionsColorectal Cancer MetastaticArmsHypnosis, CBT
NCT06137833 narecruitingnot on this mapstarted 2023, after this paper: background citation

Clinical Study on Wide Spectrum Micronutrients Supplementation in Patients With Cancer Related Fatigue During Neoadjuvant and Adjuvant Chemotherapy

TypeinterventionalSponsorPharmanutra S.p.a.Ran2023 to 2025Enrolled92ConditionsFatigue, Breast CancerArmsAPPOPRTAL®, Placebo
3 · Its place in the literature

Who cites it

450 citing papers in PubMed, 22 syntheses or guidelines pooled it, 863 citations in OpenAlex.

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  4. Effects of activity pacing-related interventions on cancer-related fatigue and classification of behavior change techniques: A systematic review and meta-analysis.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
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  7. The role of wearable technologies in supporting physical and psychosocial health outcomes among breast cancer patients: a systematic review.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
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  13. Safety, feasibility, and effectiveness of exercise interventions in patients with hematologic malignancy during chemotherapy: a systematic review and meta-analysis.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
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  17. Management of Fatigue in Adult Survivors of Cancer: ASCO-Society for Integrative Oncology Guideline Update.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2024
    Guideline
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390 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

14 authors at 7 institutions in 1 country.

Karen M MustianDepartment of Surgery, Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, New York.
Catherine M AlfanoBehavioral Medicine Research Center, American Cancer Society, Washington, DC.
Charles HecklerDepartment of Surgery, Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, New York.
Amber S KlecknerDepartment of Surgery, Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, New York.
Ian R KlecknerDepartment of Surgery, Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, New York.
Corinne R LeachBehavioral Medicine Research Center, American Cancer Society, Washington, DC.
David MohrDepartment of Preventive Medicine, Northwestern University, Rochester, New York.
Oxana G PaleshDepartment of Psychiatry and Behavioral Sciences, Stanford Cancer Institute, Stanford University, Stanford, California.
Luke J PepponeDepartment of Surgery, Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, New York.
Barbara F PiperDepartment of Nursing, School of Health and Human Services, National University, San Diego, California.
John ScarpatoDepartment of Psychosocial and Biobehavioral Medicine, Fox Chase Cancer Center, Philadelphia, Pennsylvania.
Tenbroeck SmithBehavioral Medicine Research Center, American Cancer Society, Washington, DC.
Lisa K SprodSchool of Health and Applied Human Sciences, University of North Carolina Wilmington.
Suzanne M MillerDepartment of Psychosocial and Biobehavioral Medicine, Fox Chase Cancer Center, Philadelphia, Pennsylvania.
University of Rochester Medical Center · USAmerican Cancer Society · USFox Chase Cancer Center · USNational University · USNorthwestern University · USStanford University · USUniversity of North Carolina Wilmington · US

Funding

URCC NCORP Research BaseUG1CA189961 · NCI · UNIVERSITY OF ROCHESTER · PI Michelle C Janelsins, KAREN M. MUSTIAN · 2014 to 2026
$67.7M
Northwestern University Clinical and Translational Science Institute (NUCATS)UL1TR001422 · NCATS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI D'AQUILA, RICHARD · 2015 to 2023
$56.8M
Cancer Control Research Training Curriculum (R25T)R25CA102618 · NCI · UNIVERSITY OF ROCHESTER · PI JANELSINS, MICHELLE C, MORROW, GARY R · 2004 to 2018
$6.7M
Brief Behavioral Intervention for Insomnia During ChemotherapyR01CA181659 · NCI · STANFORD UNIVERSITY · PI PALESH, OXANA G · 2014 to 2018
$3.1M
Yoga Versus CBT-I for Insomnia in Cancer Survivors and Biobehavioral MechanismsR01CA181064 · NCI · UNIVERSITY OF ROCHESTER · PI MUSTIAN, KAREN M. · 2014 to 2019
$3.1M
Clinical and Translational Cancer Control Research Training ProgramT32CA102618 · NCI · UNIVERSITY OF ROCHESTER · PI Michelle C Janelsins, Gary R Morrow · 2019 to 2026
$2.7M
Management of Cancer-Treatment-Induced Bone LossK07CA168911 · NCI · UNIVERSITY OF ROCHESTER · PI PEPPONE, LUKE JOSEPH · 2013 to 2017
$724k
RCT for Mechanisms and Management of Sleep Utilizing Multicenter Clinical Oncology NetworkR21CA185678 · NCI · STANFORD UNIVERSITY · PI MUSTIAN, KAREN M., PALESH, OXANA G · 2015 to 2016
$381k
NCATS NIH HHS UL1 TR001422NCI NIH HHS K07 CA168911NCI NIH HHS R01 CA181064NCI NIH HHS R01 CA181659NCI NIH HHS R21 CA185678NCI NIH HHS R25 CA102618NCI NIH HHS T32 CA102618NCI NIH HHS UG1 CA189961
6 · The paper itself

Abstract

importanceCancer-related fatigue (CRF) remains one of the most prevalent and troublesome adverse events experienced by patients with cancer during and after therapy.

objectiveTo perform a meta-analysis to establish and compare the mean weighted effect sizes (WESs) of the 4 most commonly recommended treatments for CRF-exercise, psychological, combined exercise and psychological, and pharmaceutical-and to identify independent variables associated with treatment effectiveness. DATA SOURCES: PubMed, PsycINFO, CINAHL, EMBASE, and the Cochrane Library were searched from the inception of each database to May 31, 2016. STUDY SELECTION: Randomized clinical trials in adults with cancer were selected. Inclusion criteria consisted of CRF severity as an outcome and testing of exercise, psychological, exercise plus psychological, or pharmaceutical interventions. DATA EXTRACTION AND SYNTHESIS: Studies were independently reviewed by 12 raters in 3 groups using a systematic and blinded process for reconciling disagreement. Effect sizes (Cohen d) were calculated and inversely weighted by SE. MAIN OUTCOMES AND MEASURES: Severity of CRF was the primary outcome. Study quality was assessed using a modified 12-item version of the Physiotherapy Evidence-Based Database scale (range, 0-12, with 12 indicating best quality).

resultsFrom 17 033 references, 113 unique studies articles (11 525 unique participants; 78% female; mean age, 54 [range, 35-72] years) published from January 1, 1999, through May 31, 2016, had sufficient data. Studies were of good quality (mean Physiotherapy Evidence-Based Database scale score, 8.2; range, 5-12) with no evidence of publication bias. Exercise (WES, 0.30; 95% CI, 0.25-0.36; P < .001), psychological (WES, 0.27; 95% CI, 0.21-0.33; P < .001), and exercise plus psychological interventions (WES, 0.26; 95% CI, 0.13-0.38; P < .001) improved CRF during and after primary treatment, whereas pharmaceutical interventions did not (WES, 0.09; 95% CI, 0.00-0.19; P = .05). Results also suggest that CRF treatment effectiveness was associated with cancer stage, baseline treatment status, experimental treatment format, experimental treatment delivery mode, psychological mode, type of control condition, use of intention-to-treat analysis, and fatigue measures (WES range, -0.91 to 0.99). Results suggest that the effectiveness of behavioral interventions, specifically exercise and psychological interventions, is not attributable to time, attention, and education, and specific intervention modes may be more effective for treating CRF at different points in the cancer treatment trajectory (WES range, 0.09-0.22). CONCLUSIONS AND RELEVANCE: Exercise and psychological interventions are effective for reducing CRF during and after cancer treatment, and they are significantly better than the available pharmaceutical options. Clinicians should prescribe exercise or psychological interventions as first-line treatments for CRF.

Indexed as

Cognitive Behavioral TherapyExercise TherapyBenzhydryl CompoundsCentral Nervous System StimulantsDexmethylphenidate HydrochlorideDextroamphetamineFatigueGlucocorticoidsHumansMethylphenidateMethylprednisoloneModafinilNeoplasmsParoxetinePsychotherapySelective Serotonin Reuptake InhibitorsBenzhydryl CompoundsCentral Nervous System StimulantsDexmethylphenidate HydrochlorideDextroamphetamineGlucocorticoidsMethylphenidateMethylprednisoloneModafinilParoxetineSelective Serotonin Reuptake InhibitorsWakefulness-Promoting Agents

Identifiers

PMID28253393
PMCPMC5557289
OpenAlexW2593266874

What OpenQuestion holds

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.