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Meta-Analysis
Copyright ©The Author(s) 2026.
World J Methodol. Mar 20, 2026; 16(1): 109145
Published online Mar 20, 2026. doi: 10.5662/wjm.v16.i1.109145
Table 1 Search strategy for PubMed
Step
Search strategy
1Tai Ji[Mesh] OR Tai Chi[Title/Abstract] OR Taijiquan[Title/Abstract] OR Tai Ji Quan[Title/Abstract]
2Neoplasms[Mesh] OR Cancer[Title/Abstract] OR Tumor[Title/ Abstract] OR malignant[Title/Abstract] OR chemotherapy[Title/Abstract] OR radiotherapy[Title/Abstract] OR immunotherapy [Title/Abstract]
3fatigue[MeSH] OR cancer-related fatigue[Title/Abstract] OR CRF [Title/Abstract] OR exhaust[Title/Abstract] OR tired[Title/Abstract]
4randomized controlled trial[Mesh] OR random[Title/Abstract] OR trial[Title/Abstract] OR RCT[Title/Abstract]
51 AND 2 AND 3 AND 4
Table 2 Search strategy for EMBASE
Step
Search strategy
1'tai chi chuan': Ab,ti OR 'tai ji': Ab,ti OR 'taiji quan': Ab,ti OR taijiquan: Ab,ti OR 'tai chi': Ab,ti
2'neoplasia': Ab,ti OR neoplasms: Ab,ti OR tumor: Ab,ti OR tumour: Ab,ti OR neoplasm: Ab,ti OR cancer: Ab,ti OR 'malignant neoplasm': Ab,ti OR malignancy: Ab,ti OR malignancies: Ab,ti OR chemotherapy: Ab,ti OR radiotherapy: Ab,ti OR immunotherapy: Ab,ti
3'fatigue': Ab,ti OR 'cancer-related fatigue': Ab,ti OR crf:ab,ti OR lassitude: Ab,ti OR tiredness: Ab,ti OR exhaustion: Ab,ti OR weariness: Ab,ti
4'randomized controlled trial': Ab,ti OR 'controlled trial, randomized': Ab,ti OR 'randomised controlled study': Ab,ti OR 'randomised controlled trial': Ab,ti OR 'randomized controlled study': Ab,ti OR 'trial, randomized controlled': Ab,ti OR 'randomized controlled trial': Ab,ti
51 AND 2 AND 3 AND 4
Table 3 Search strategy for the Cochrane library
Step
Search strategy
1(Tai Chi): Ti,ab,kw OR (Taiji): Ti,ab,kw OR (T'ai Chi): Ti,ab,kw OR (Chi, Tai): Ti,ab,kw OR (Tai Chi Chuan): Ti,ab,kw
2(Ji Quan, Tai): Ti,ab,kw OR (Taijiquan): Ti,ab,kw OR (Tai Ji Quan): Ti,ab,kw OR (Tai-ji): Ti,ab,kw OR (Quan, Tai Ji): Ti,ab,kw
31 OR 2
4(Neoplasms): Ti,ab,kw OR (Neoplasm): Ti,ab,kw OR (Tumor): Ti,ab,kw OR (Tumors): Ti,ab,kw OR (Neoplasias): Ti,ab,kw
5(Neoplasia): Ti,ab,kw OR (Malignancy): Ti,ab,kw OR (Malignant): Ti,ab,kw OR (Malignant Neoplasms): Ti,ab,kw OR (Malignancies): Ti,ab,kw
6(Malignant Neoplasm): Ti,ab,kw OR (cancer): Ti,ab,kw OR (cancers): Ti,ab, kw
74 OR 5 OR 6
8(fatigue): Ti,ab,kw OR (cancer-related fatigue): Ti,ab,kw OR (CRF): Ti,ab,kw OR (lassitude): Ti,ab,kw OR (tiredness): Ti,ab,kw
9(exhaustion): Ti,ab,kw OR (weariness): Ti,ab,kw
108 OR 9
11(randomized controlled trial): Ti,ab,kw OR (controlled clinical trial): Ti,ab,kw OR (randomized): Ti,ab,kw OR (placebo): Ti,ab,kw OR (random): Ti,ab,kw
12(trial): Ti,ab,kw OR (group): Ti,ab,kw
1311 OR 12
143 AND 7 AND 10 AND 13
Table 4 Basic characteristics of the included literatures
Ref.Research objectSample size
Intervention measure
Intervention cycle
Intervener
Outcome measures
Treatment
Control
Treatment
Control
Chen[18] (2021)Breast cancer patients after chemotherapy2626Simplified 24-form Tai ChiTreatment and routine. Training and exercise16 weeks, 3 times a week, 60 minutes each timeProfessional teachersCFS body composition, blood lipids
Ge and Shentu[19] (2019)Lung cancer patients undergoing chemotherapy3939Simplified 24-form Tai ChiTreatment and routine training6 weeks, twice a day, 30 minutes each timeFull-time nursesRPFS, FACT-G, T lymphocyte subset
Han et al[20] (2019)Breast cancer patients undergoing chemotherapy2021Eight forms of Tai chiTreatment and routine training12 weeks, twice a day, 5 days a weekResearchersRPFS-CV
Jiang et al[21] (2013)Lung cancer patients 3030Simplified 24-form Tai ChiTreatment and routine training30 days, twice a day, 30 minutes each timeFull-time nursesBFI, SRSS
Wang[22] (2017)Breast cancer patients who underwent modified radical mastectomy and chemotherapy4541Tai ChiTreatment and routine
Training and exercise
Starting from 10 days after the operation, 6 months, twice a day, 20 minutes each timeResearchersCFS, PSQI, WHOQOL-BREF, SAS, SDS
Yang et al[23] (2022)Breast cancer patients who underwent modified radical mastectomy and chemotherapy3841SimplifiedTai ChiTreatment and routine. Training and exercise12 weeks, twice a day, 5 times a week, 20 minutes each timeResearchersRPFS-CV, FACT-B, Inflammatory factors
Zhang et al[24] (2016)Lung cancer patients undergoing chemotherapy3836Eight forms of Tai ChiTreatment and routine training12 weeks, 3-4 times a week, 60 minutes each timeProfessional teachersMFSI-SF
Zheng et al[25] (2022)Postoperative patients with gastric cancer5353Simplified 24-form Tai ChiTreatment and routine training12 weeks, 7 days after discharge, 3 times a week, 60 minutes each timeFull-time nursesRPFS, PSQI
Zhou et al[26] (2018)Patients with nasopharyngeal carcinoma undergoing chemoradiotherapy4241Simplified 24-form Tai ChiTreatment and routine trainingDuring chemotherapy, 5 times a week, 60 minutes each timeResearchersMFSI-SF, Heart rate variability parameters
Table 5 Psychometric properties and applicability of multidimensional fatigue Scales in cancer-related fatigue assessment
Scale
Items
Score range
Domains assessed
Reliability (α)
Characteristics
CFS[27-31]150-60Physical, affective, and cognitive0.88Describes the fatigue of current situation
BFI[27-31]90-10 per subscaleFatigue intensity0.96Examines fatigue in the previous 24 hours
RPFS[27-31]220-10 per subscaleBehavioural/intensity, cognitive, affective and sensory0.97Multidimensional quantitative assessment reflects the complexity of patient fatigue and its impact on life. Addresses CRF's dual physical-cognitive pathology
RPFS-CV[27-31]220-10 per subscale0.91
MFSI-SF[27-31]300-4 per subscaleGeneral, physical, Emotional, mental and Vigor0.87-0.96Ease of use and scoring are of a moderate level
Table 6 A narrative assessment of the efficacy of Tai Chi for cancer-related fatigue: Analysis of sources of heterogeneity
Analysis dimensions
Number of studies
Ref.
SMD (effect size)
I2
Effect direction and consistency
Notes
Grouped by cancer type
Breast cancer4Chen[18] (2021)-1.70 (-2.51, -0.89)87%Negative and consistentStatistically significant negative effect
Han et al[20] (2019)
Wang[22] (2017)
Yang et al[23] (2022)
Lung cancer3Ge and Shentu[19] (2019)-0.98 (-1.44, -0.53)79%Negative and consistentStatistically significant negative effect
Jiang et al[21] (2013)
Zhang et al[24] (2016)
Gastric cancer1Zheng et al[25] (2022)Single-study estimate
Nasopharyngeal carcinoma1Zhou et al[26] (2018)Single-study estimate
Grouped by treatment methods
Undergoing chemotherapy6Chen[18] (2021)-1.51 (-2.15, -0.87)88%Negative and consistentStatistically significant negative effect
Ge and Shentu[19] (2019)
Han et al[20] (2019)
Wang[22] (2017)
Yang et al[23] (2022)
Zhang et al[24] (2016)
Undergoing chemoradiotherapy1Zhou et al[26] (2018)Single-study estimate
Routine treatment2Jiang et al[21] (2013)-0.73 (-1.28, -0.19)64%Negative and consistentStatistically significant negative effect
Zheng et al[25] (2022)
Grouped by intervention time
≤ 4 weeks2Jiang et al[21] (2013)-0.48 (-0.81, -0.15)0%Negative and
consistent
Statistically significant negative effect
Wang[22] (2017)
4 < weeks ≤ 84Ge and Shentu[19] (2019)-0.95 (-1.61, -0.28)86%Negative and consistentStatistically significant negative effect
Han et al[20] (2019)
Yang et al[23] (2022)
Zhou et al[26] (2018)
8 < weeks ≤ 125Han et al[20] (2019)-1.30 (-1.97, -0.62)89%Negative and consistentStatistically significant negative effect
Wang[22] (2017)
Yang et al[23] (2022)
Zhang et al[24] (2016)
Zheng et al[25] (2022)
> 12 weeks2Chen[18] (2021)-1.27 (-2.12, -0.42)79%Negative and consistentStatistically significant negative effect
Wang[22] (2017)
Grouped by comparative measures
The control group receiving conventional rehabilitation training3Chen[18] (2021)-1.76 (-2.85, -0.67)91%Negative and consistentStatistically significant negative effect
Yang et al[23] (2022)
Wang[22] (2017)
The control group without conventional rehabilitation training6Ge and Shentu[19] (2019)-1.06 (-1.48, -0.64)76%Negative and consistentStatistically significant negative effect
Han et al[20] (2019)
Jiang et al[21] (2013)
Zhang et al[24] (2016)
Zheng et al[25] (2022)
Zhou et al[26] (2018)
Grouped by assessment scales
CFS2Chen[18] (2021)-3.53 (-4.45, -2.62)0%Negative and consistentStatistically significant negative effect
Wang[22] (2017)
RPFS/RPFS-CV4Ge and Shentu[19] (2019)-1.26 (-1.52, -1.00)56%Negative and consistentStatistically significant negative effect
Han et al[20] (2019)
Yang et al[23] (2022)
Zheng et al[25] (2022)
MFSI-SF2Zhang et al[24] (2016)-9.42 (-15.63, -3.22)69%Negative and consistentStatistically significant negative effect
Zhou et al[26] (2018)
Table 7 GRADE evidence quality rating results
Quality assessment
No. of patients
Effect
Quality
Number of studies
Study design
Risk of bias
Inconsistency
Indirectness
Imprecision
Other considerations
Tai Chi intervention
Control
Std. mean difference (95%CI)
Cancer-related fatigue
9Randomized trialsNot seriousSerious1Not seriousNot seriousNone331328SMD -1.29; (-1.72, -0.85)Moderate
Sleep quality
2Randomized trialsNot seriousNot seriousNot seriousSerious2None7571SMD -0.45; (-0.78, -0.12)Moderate
Quality of life
3Randomized trialsNot seriousSerious3Not seriousSerious2None122121SMD 0.70; (0.23, 1.16)Low