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Systematic Review

Diverse mechanisms and treatment strategies to confront fatigue in multiple sclerosis: A systematic review

[version 1; peer review: 2 not approved]
PUBLISHED 26 Apr 2019
Author details Author details
OPEN PEER REVIEW
REVIEWER STATUS

Abstract

Background: Firm conclusions about the applicability of treatment methods other than pharmacotherapy in treating fatigue in multiple sclerosis (MS) remain elusive. Our objective is to synthesize and review the epidemiological literature systematically and find an effective therapeutic plan for fatigue. The effect of individual treatment and combined treatment strategies are studied.
Methods: An electronic database search included EBSCO, PubMed, SCIENCE DIRECT and Scopus from January 1, 2013, to September 30, 2018. Search terms used are “Fatigue AND Multiple sclerosis AND therapy”. The articles included in the study are open access, published in last five years, not restricted to region and language. The search included randomized controlled trials (RCTs), observational studies, and systematic reviews.
Results: We included 13 systematic reviews, 10 RCTs and 7 observational studies. A Cochrane review on 3206 patients showed exercise therapy to have a positive effect on fatigue in RRMS patients. The EPOC trial showed switching interferon therapy or glatiramer to fingolimod showed improved fatigue levels. The FACETS trial showed incorporating behavioral therapy to ongoing recommended therapy is beneficial. Few observational studies demonstrated that fatigue is influenced by pain, mood problems, and depression.
Conclusions: The diverse pathology of fatigue related to MS is important in understanding and quantifying the role of each causal factor. Evidence reveals a positive effect on fatigue levels of RRMS patients with regular CBT and exercise-based combination therapy. Progressive forms of the disease have the worst prognosis. Individually aerobic exercises, behavioral therapy and pharmacotherapy have positive effects. A modified amalgamation of the same is a better hope for MS patients.

Keywords

Multiple sclerosis, fatigue, cognitive behavioral therapy, combined therapy, fatigue in MS.

Introduction

“The idea that the brain can change its own structure and function through thought and activity is, I believe, the most important alteration in our view of the brain since we sketched out its basic anatomy and the workings of its basic component, the neuron.” – Norman Doidge.

Fatigue is a major symptom of multiple sclerosis (MS), which can lead to the difficulty in the carrying out the daily errands and lowers the quality of life; it is prevalent in 80% of patients and hinders the quality of life in nearly 70%1. Fatigue is disabling as it causes problems in daily life necessitating the need for a caregiver, causes embarrassment at workplaces where timebound work is, employment issues that can lead to premature retirement1. Drugs used to treat MS are categorized as oral drugs, injectables, and infusions. Oral drugs include fingolimod, dimethyl fumarate, teriflunomide, and cladribine; injectables include INFβ1a/1b, daclizumab, and glatiramer acetate; infusions include natalizumab, alemtuzumab, and ocrelizumab2. Even upon arrival of new efficacious drugs which can halt the progression of the disease, fatigue remains the most troublesome symptom of patients, giving rise to forms of alternate treatment. This is a systematic review concerning how well pharmacological and non-pharmacological interventions influence fatigue levels in MS patients when compared to healthy adults.

MS is a chronic neurodegenerative disease characterized by disseminated plaque like sclerotic lesions distributed in space and time. They are seen in both grey and white matter of CNS. MS is affecting 2,000,000 people worldwide and 400,000 people in the United States per year. The annual economic burden of the disease in the United States is approximately 10 billion dollars per year1. The 2015 statistics revealed MS disability-adjusted life year (DALY) count was 1234 (1033 to 1437) per 100,000 population, increase in DALY since 1990 to 2015 was 42.4% (31.8 to 57.3%) and age-standardized rate per 100 000 is 17 (14 to 20) per 100 0003. The epidemiological basis of MS is based on genetic and environmental risk factors4. Although we do not have the most recent data on widespread MS investigation, it is estimated that the numbers can be alarmingly higher than the previous records.

Distribution of disease burden according to a survey in 2013 is shown in Figure 1.

d814c323-ff74-40ec-8ab2-8b4cfd15b6f4_figure1.gif

Figure 1. Global prevalence of MS in 2013.

This shows that the disease has a high prevalence in cold countries especially The United States of America and Canada. ©MSIF 2013; reproduced with permission.

MS is characterised by autoreactive T cells like CD4+T cells in the perivascular space and CD8+T cells invading neural parenchyma causing damage to the myelin. Acute sclerosing plaques are due to astrocyte and microglial activation. Microglia clear the dysfunctional synapses that exhibit classical complement proteins C1q and C3. This clearing process can be pathologic if aberrant activation of astrocytes occurs, causing increased complement expression in synapses, resulting in increased degeneration. Neuronal changes, like ballooning of the cell and eccentric nucleus with increased amounts of phosphorylated neurofilaments in the grey matter, are signs of anterograde or retrograde degeneration which could be after effects of axonal disruption in white matter1. The oligodendrocyte precursor cells comprise 5% of CNS cells; they express a proteoglycan called NG2 and can differentiate into mature oligodendrocyte. They also participate in immune reactions by responding to inflammatory cytokines hence limiting our strategy to promote the differentiation of precursor cells to mature oligodendrocytes1. The genome-wide differences present in DNA methylation dictate the susceptibility of damage to oligodendrocytes5. Neuroinflammatory mediators such as INF gamma, TNFα and ILβ promote synaptopathy, demyelination and axonal loss5. This implies that if the inflammatory milieu is stopped, hence the subsequent progression of the disease.

There are four types of MS, relapsing-remitting MS (RRMS), secondary progressive MS (SPMS), primary progressive MS (PPMS) and primary relapsing MS (PRMS). Initially, the disease starts as RRMS and then progresses to SPMS. The disease occurs most commonly in those aged 20–50 years. It occurs more commonly in females than in males, as seen in other autoimmune conditions. The prognosis of the disease depends on the age of presentation and number of exacerbations or relapses of the disease since the initial presentation6. Actively demyelinating lesions in the background of inflammation causing blood-brain barrier dysfunction as seen in RRMS7. Biomarkers of the disease include fetuin-A, nitric oxide synthase and osteopontin8. Symptoms of MS include fatigue, visual problems, cognitive problem, dizziness, gait problem, sensory symptoms, sleep and sexual dysfunction9,10.

The review describes fatigue treatment in MS using pharmacotherapy, exercise therapy and behavioral therapy in the last five years and their efficacy in treatment.

Methods

This review was conducted according to the guidelines of Preferred Reporting Items for Systematic Reviews and Meta-analysis (PRISMA) statement, using the methodology described in Cochrane Handbook for Systematic review of interventions.

Data sources and search

The following electronic databases were searched for articles published from the database on September 30, 2018: EBSCO, PubMed, SCIENCE DIRECT and Scopus databases were searched from January 1, 2013, to September 30, 2018. The search strategy included following words “Fatigue and Multiple sclerosis” OR “multiple sclerosis” OR “exercise in MS” OR “pharmacotherapy in MS” OR “Cognitive behavioural therapy and MS”.

Selection of studies

All abstracts identified by this search were independently screened by title and abstract by S.K. and T.S. Duplicates were removed by screening based on title of the article and author name. All relevant full-text articles were evaluated for eligibility against the inclusion criteria. Any dispute which arose was solved by mutual consensus. As the scope of the article was limited to systematic review, additional analysis such as sub-group analysis and meta-regression was not done.

Data extraction

The data was extracted independently by two authors S.K and T.S. We collected data from the included randomized controlled trials (RCTs) regarding characteristics of patients, baseline data, expanded disability status scale scores, duration of disease and treatment and outcomes in the study. The changes in fatigue according to different scales was noted in outcomes. We also collected data from systematic reviews in the form of the population included, intervention carried out, comparatives and outcomes of the review with their analytical results on a data extraction sheet. The data was compared and reported while scripting of the discussion. The data of systematic reviews has been exposed to quality analysis using AMSTAR grading shown in Table 1.

Table 1. Quality appraisal using AMSTAR guidelines.

STUDY1234567891011SCORE
(On 11)
T. Yang et al.11NoYesYesYesYesYesYesYesYesNoNo8
P. Miller and A soundly12NoYesYesNoYesYesYesNoNoNoNo5
M. Pearson et al.13NoYesYesYesYesYesYesNoYesYesNo8
L.E. van den Akker et al.14NoYesYesYesYesYesYesYesYesNoNo8
A.E. Latimer-Cheung et al.15NoYesYesNoYesYesNoYesNoNoNo5
Fary Khan, Bhasker Amatya16UAYesYesYesYesYesYesNoNoNoNo6
E. Taylor, R.E. Taylor-Piliae17NoYesYesNoYesYesYesYesNoNoYes7
Pagnini et al.12YesNoYesNoNoYesNoNoNoNoYes4
Phyo et al.1UAYesYesNoYesYesYesYesYesYesYes8
Heine M et al.18YesYesYesYesYesYesYesYesYesYesNo10
M.Asano, M.L. Finlayson19NoYesYesNoNoYesYesYesYesYesYes8
H Cramer et al.20YesYesYesNoYesYesYesYesYesYesNo9
Wendebourg et al.21NoYesYesNoNoYesYesYesYesYesNo7

Inclusion/exclusion criteria

The articles included in the study are open access and not restricted by region or language. The selection included Randomized controlled trials, observational studies, and systematic reviews. We also included studies which has patients with clinically diagnosed MS and patients >18 years old with fatigue as their presenting complaint. We included studies which reported on patients with both primary and secondary MS. We excluded articles about neuroplasticity in diseases other than MS2229. We excluded articles which focussed on non-motor aspects of MS or where experimental studies3042 opinion article4345, updates46 Letters47 study protocols48 and extended abstracts49. A list of excluded studies is available as Extended data50.

Risk of bias assessment

Included studies were independently rated by S.K. and T.S. using the Cochrane Collaboration’s tool for assessing risk of bias in randomised trials. The rating process followed the description in the Cochrane Handbook for Systematic Review of Interventions (part 2:8.5.1) using RevMan version 5.1. Any disagreements during the process was solved by mutual discussions.

The quality of the identified studies was appraised using AMSTAR guidelines51.

Results

Studies identified

We identified 1343 articles from the database search using Scopus, Science Direct, EBSCO and Pub med with no additional articles from other sources (Figure 2). We found 1203 articles to be remaining after removal of duplicates. We excluded 1131 publications based on title and abstract and date of publication. We had 72 full-text articles assessed for eligibility of which 42 articles were excluded among which we excluded articles which related to cognitive changes5265. We included 10 RCT, 7 observational reviews and 13 systematic reviews1,1121,66 for the study. A flow diagram is shown in Figure 2.

d814c323-ff74-40ec-8ab2-8b4cfd15b6f4_figure2.gif

Figure 2. PRISMA flow diagram representing the selection process.

Study characteristics

The study characteristics and summary of systematic reviews is elaborated in Table 2. The study characteristics and summary of RCT is presented in Table 3. The study characteristics and summary of observational studies are depicted in Table 4.

Table 2. Summary of included systematic reviews.

Study-place-
year-design
PopulationInterventionComparativesAppraisalOutcomeNo. studies
T. Yang et al.
China 201711
PwMS
N=723
F=67.52%
Amantadine Vs
n-acetyl carnitine
Modafinil
PlaceboJaded
scale
Cochrane
risk of bias
tool
Amantadine proved effective in treating fatigue in MS.
L-carnitine was proposed to have similar effect as amantadine.
11 RCT from
5 databases
P. Miller and
A Soundy UK
201712
PwMS
N=17469
M-17.8%
F-31.7%
Rest not
known
Amantadine
Prokarin,
Pemoline
Carnitine,
Modafinil
Vs
CBT mindfulness
Reviews including
education (active
control)
No intervention (inactive
control)
Amstar
grading
(Avg=6.5)
Modafinil proved to be beneficial.
Pemoline and Carnitine did prove to be beneficial. Combination
of physical and cognitive strategy proved
beneficial.
24 Reviews
with
systematic
quantitative
RCT From 6
databases
Pearson et al.
Australia 201513
PwMS
N=655
M-169
F-463
aerobic
endurance training.
resistance training
aquatics yoga
No exerciseCochrane
RoB tool
pwMS with exercise therapy had reduction in walking time in 10mWT of
1.76 sec. they also showed improvement in walking endurance(6m WT
and 2m WT)
(P< 0.001)
13 RCT From
5 databases
L.E. van den
Akker et al.
Netherlands 201614
PwMS
N=520
M-100
F-420
CBTRelaxation telephone
delivered education and
local care
Cochrane
RoB tool
Overall CBT had positive short-term effect on fatigue. The long-term
effect of CBT based
treatment was described in 3 studies.
6 RCT 9
databases
A.E. Latimer-
Cheung et al.
Canada 201315
PwMS
N=1338*
Aerobic training,
resistance training,
combined both.
No interventionPEDro
score for
RCT
Downs
and Black
scale for
non RCT
Exercise done twice a week with moderate intensity increases aerobic
capacity with muscle power. It may enhance mobility, fatigue, and
health-related QoL.
23 RTC 31
NON-RTC
7databases
Fary Khan,
Bhasker Amatya
Australia 201716
PwMS
N=16602*
Multiple
interventions
No interventionAMSTARPhysical therapy for enhanced activity and participation while
educational programs reduced fatigue (strong evidence).
Multidisciplinary rehabilitation had moderate evidence.
Limited for psychological and symptom management programs
(fatigue, spasticity).
15 Cochrane
review
24 OTHER
REVIEW
5 databases
E. Taylor, R.E.
Taylor-Piliae
USA 201717
PwMS
N=193*
Tai chiTai chi group
vs non-tai chi or
control group
An
established
tool with
16 study
elements
One study proved enhanced cognition and psychosocial fatigue scores
(p <0.05). One study reported worsening of fatigue in controls (p <
0.05).Rest revealed no significance
3 RCT 5 Quasi-
experimental
studies 13
databases
Pagnini et al.
Italy 201412
PwMS
N= 5705*
CBT and other
psychological
treatments
Usual careQUOROM
statements
Fatigue improved following relaxation training, meditation,
stress management, and coping.
22 RCT
4databases
Phyo et al.
Australia 20181
PwMS N=
1249*
Psychological
interventions CBT
comparators were
non-active/active
controls (relaxation or
psychotherapy)
EPHPP
Hamilton
Tool
1. CBT decreased levels of fatigue w.r.t non-active controls (P= 0.07)
and with active controls (P = 0.77).
2. Relaxation (P = 0.37) and mindfulness
interventions (P= 0.59)
decreased fatigue levels
compared to non-active control
20 14 RCT 6-
others From
4 databases
Heine M et al.
Netherlands
201518
PwMS N=
3206*
Exercise therapy
alone vs endurance
training vs mixed
training vs others
No exercise group two
exercise therapies
Cochrane
RoB tool
1. Exercise therapy improved fatigue levels (P < 0.01) and so the others
2. Endurance exercise (P < 0.01)
3. Mixed exercise (P < 0.01)
4. Other exercise (P < 0.01)
72 RCT
8 databases
Asano,
Finlayson
Canada 201419
PwMS N=
1499*
Pharmacological
Exercise Education
Non-pharmacologic
Non-exercise
Non-education
Cochrane
RoB tool
Rehabilitation- exercise and education have a strong effect in
decreasing the impact or severity of fatigue
compared to the fatigue medications prescribed very often like Amantadine and Modafinil.
Rehabilitation could be the initial treatment of choice contrary to
ongoing standards.
25 RCT 4
databases
Holger Cramer
et al. Germany
201420
PwMS N=
670*
YogaUsual care, exercise
non-pharmacological
Cochrane
RoB tool
1. Yoga had short term effect on fatigue (p = 0.04)
2. No evidence found yoga to be better than exercise (p = 0.83)
7RCT
7 databases
Wendebourg
et al. Germany
201721
PwMS
N=1021*
CBTNon-CBT
approaches(education)
Cochrane
RoB tool
CBT based treatment approach has a positive effect on fatigue levels.a
need for multidimensional treatment emphasized.
10 RCT 2
databases

EPHPP, Effective Public Health Practice Project; Cochrane RoB tool, Cochrane risk of bias tool.

Table 3. Summary of included randomized controlled trials.

First authorCrossover
design?
Randomized/
analyzed (n)
Age in
years at
baseline,
mean (SD)
Characteristics
of eligible
participants
Treatment groups
(n)
EDSS
scores,
median
IQR(SD)
Duration
of disease IN
YEARS (SD)
Duration
of
treatment
Summary of findings
Susan Coote69No; 92/6543.3 (9.9)1. Physician-
confirmed MS
cases
2.EDSS score of
0-3
3.sedentary life
style
Exercise + social
cognitive therapy
(SCT) (33)
vs
exercise +
education (32)
3.3(0.7)6.85 (5.9)36 weeksBoth groups showed improvements in post-
intervention in fatigue levels in PwMS at the
end of 36 weeks. This showed a positive
effect of behavioral therapy with exercise.
Sara Hayes73No; 92/6542.6 (9.6)1. Physician-
confirmed MS
cases
2.EDSS score of
0-3
3.sedentary life
style
Exercise + SCT (33)
vs
exercise +
education (32)
3.3(0.7)6.85 (5.9)36 weeksITT analysis showed no difference between
the two groups of study. A secondary
analysis showed a significant treatment
effect favoring the intervention group
(p=0.04).
Martin Heine71No; 89/8945.8 (9.7)1. Age 18 and ≤70
years ambulant
patients
2. expanded
disability status
scale (EDSS) ≤6.0.
3.no signs of an
MS exacerbation
or corticosteroid
treatment
<3months.
Aerobic exercise
(43)
vs
consultation with MS
nurse (46)
3.0
(2.0–3.6)
8.0 (2.0–15.3)16 weeks
12 months
follow up.
A short-lived post-intervention effect
measured on CIS20r fatigue subscale was
seen which did not sustained in follow up
period.
Jonathan
Calkwood67
No; 1053/105344.4 to 47.51. 18–65 years
2. EDSS =0-5.5
3.All have RRMS
4.A single IDMT
(except
natalizumab)
continuously for at
least 6 months
1.GA to fingolimod(
n=262)
2.remaining on
GA(n=74)
3.IM IFN beta-1a to
fingolimod (n=205)
4.continuing IM IFN
beta-1a (n=48)
5.SC IFN beta-1a to
fingolimod (n=196)
6.continuing on SC
IFN beta-1a (n=58)
7.IFN beta-1b to
fingolimod (n=125)
8.continuing IFN
beta-1b (n=139)
1)2.5 (1.33)
2)2.4 (1.35)
3)2.5 (1.26)
4)2.4 (1.27)
5)2.4 (1.35)
6)2.3 (1.38)
7)2.4 (1.37)
8)2.5 (1.39)
13.1 (8.91)
12.2 (9.36)
12.0 (7.9)
11.5 (7.87)
11.1 (7.89)
11.4 (8.04)
12.2 (8.64)
12.3 (6.78)
6 monthsA change to fingolimod from GA, IM IFN
beta 1a, SC IFN beta 1 a, IFN beta 1b
showed significant changes in TSQM global
satisfaction scores. (P <0.001).
Remarkable reduction in fatigue in those who
switched to fingolimod from SC IFN beta 1 a,
IFN beta 1b except those remaining on GA
and in IFN beta 1a.
Ari J Green74Yes; 50/5040.1(10.3)1. Stable RRMS
patients
2. Disease duration
≤15 years
3. Patients had
a demyelinating
injury in the visual
pathway
1.Group 1 received
90-day clemastine
fumarate followed
by 60-day placebo.
2. Group 2 received
90-day placebo
followed by 60-day
clematine fumarate.
There was no
washout period
2.15(1.1)4.3(4)150 daysGreater improvement in latency in group 2
than in group1.
Reduction in latency delay by 1.7msec/eye
(p=0.0048)
latency reduction was a clinical sign of
oligodendrocyte precursor differentiation and
re-myelination.
Worsening of fatigue was noted on the MAF
scale.
Arno Kerling75No; 60/6042.3 ±
9.0(CWG)
45.6 ± 11.4
(EWG) with
a mean of
43.9(10.2)
1.Maximum value
of 6 on EDSS.
2. Adult age (18–65
years)
3. Clinical
neurologist-
confirmed cases
Combined work out
group (30) Vs
Endurance work out
group (30)
2.85(1.2)not mentioned3 monthsCombined workout group (CWG)
and endurance work out group engaged in
aerobic training exercise had improvement in
aerobic capacity and maximum force. Both
groups showed improved fatigue levels.
Alexander
Tallner76
No; 126/10840.8 (9.9)1.EDSS score of
less than or equal
to 4.0
2. At least 4 weeks
of clinical stability
Internet based
e-training (59)
vs wait list control
group (67)
2.7 (0.8)9.5 (8.2)6 monthsNo significant difference was found between
the two groups(including fatigue) except
peak expiratory flow (p = 0.01)
Fred D.
Lublin77
No; 16/1648.0
(36–58)
1.Age between 18
and 65 years (both
RRMS and SPMS)
2. Disease duration
of at least 2 years
3.Evidence of
active disease
4. Cardiac,
pulmonary, renal
and pulmonary
function should
be normal was
required.
1 unit of
PDA-0001(6)
vs
4 units of
PDA-0001(6)
vs
placebo (4)
4.8 (1.5
–6.5)
8.5 (1.0–31.8) 6 months
with
6 months
follow up
1. It was found safe to infuse mesenchymal
like cells to patients with MS
2. No increments in EDSS score more than
0.5.
3.No worsening of MS noted.
Marc B.
Rietberg72
No; 48/4446(9.25)(1) ≥18 years,
ambulatory.
(2) Clinically
diagnosed MS
(3) Should have
chronic fatigue
fulfilling the
MSCCPG definition
Multidisciplinary
Rehabilitation (23)
vs
nurse consultations
(25)
3.5(2.5)
median
(IQR)
7.5(6.35)24 weeksWithin-group
effects were found to be insignificant for both
groups w.r.t the primary (0.57≤p≤0.97) and
secondary (0.11≤p≤0.92) outcome measures
from baseline to 12 (P = 0.39) or 24 weeks
(P = 0.14)
S.Thomas68No; 164/13149.05(9.65)1.Clincally
diagnosed MS.
(2) Fatigue with
FSS score >4 and
(3) Ambulatory
FACETS plus CLP
(84)
vs CLP (80)
Not
available
Different
duration from
< 1 year to
>16 years
1 yearStatistically significant results were found
in the reduction of fatigue severity in the
intervention group at the end of 1 and
4 months of following up.no significant
difference on MSIS scale at 4 months of
follow up.
Peter W
Thomas70
No; 164/13149.05(9.65)1.Clinically proven
MS diagnosis with
FSS SCORE > 4
2. Should be
ambulatory
FACETS plus CLP
(84)
vs CLP (80)
Not
available
Different
duration from
< 1 year to
>16 years
1 yearImprovements in self-efficacy and fatigue
severity at 4-months of follow-up using
FACETS were mostly sustained at 1 year.
improvement on MSIS scale was seen which
lacked previous assessments.
Vanessa
Vermöhlen78
No; 70/6751 (46–55)1.MS patients older
than 18 years
2.Confirmed MS with
spasticity of the lower
limbs
3. EDSS score
between 4-6.5
Hippotherapy plus
standard
care (32) vs
standard care alone
(38)
5.4 (0.9) (at
inclusion)
21 (31%)
= ≤5 46
(69%) = ≥5
17.3 (11–23)12 weeksThe subgroup with EDSS score of ≥5 (5.1,
p = 0.001) showed largest benefit with BBS.
Fatigue (p = 0.02) and spasticity (p = 0.03)
improved in the intervention group.
The mean difference in change between
groups was 12.0 (p<0.001) in physical health
score and 14.4 (p<0.001) in mental health
score of MSQoL-54.

Table 4. Summary of included observational studies.

Author number of
patients (control/
experimental)
Age Of participants
Mean ± SD
Characteristics
of eligible
participants
intervention/
treatment
duration of
treatment
and
treatment
given
Duration of disease in
control and experiment
EDSS scores± SDResults
Adamczyk-Sowa
et al.79
n = 122 (20/102)
10 ± 11.6 (for
controls)

86±10.28 (for RRMS
pretreated group),

42±10.06(RRMS
INF-
beta),

15±7.01 (SP/PP
MS Mitoxantrone)
(41.90±7.13(RRMS
Relapse)
All PwMS
diagnosed,
according to the
McDonald criteria.

Melatonin
90 days
melatonin
Control= NA,

Pretreated=1.85±1.21,
RRMS INFβ=6.27±2.
RRMS Mitoxantrone=
20.88±13.65 RRMS
Relapse= 6.53±5.13
Control= 0, RRMS
Pretreated=
1.85±095, RRMS
INFβ=2.92±1.24, RRMS
Mitoxantrone=5.68±1.51,
RRMS Relapse
=3.96±1.98
LHP (lipid hydroxy peroxides) and
homocysteine concentration was higher in
all studied MS groups vs. controls which
decreased after melatonin usage.

In the RRMS-relapse group levels of
homocysteine were significantly higher
compared to the RRMS-pre-treated group.

The fatigue score was significantly lower
in RRMS pre-treated group compared
to RRMS-INF-beta and PP/SP MS-
mitoxantrone treated patients.
Aydin, T.et al.80

n = 40
32.83 ± 3.64 1. acute
exacerbation of MS
symptoms.
2. An Ashworth
spasticity score
over 2
3. EDSS score
over 4.
12 weeks of
Calisthenic
exercises
6.97 ±3.15< 4.5,
Hospital based group =
3.6 ± 1.3,
Home based group= 3.4
± 2.1
Significant improvements in terms of the
BBS, HADS-A and Musi-QoL scores after
12 weeks of home and hospital-based
exercises.
The HADS-D score improved on the in
hospital-based patients only.

No significant difference in the FSS score
(p < 0.05).
Baert, I.et al.81

n = 290 PwMS, 284
completed
49.7 ± 10.8Included subjects
had a definite
diagnosis of MS,
EDSS score ≤6.5
Single time
experiment
performed

Physical
rehabilitation
exercises
11.9 ± 8.14.8 ± 1.5Moderate to severely disabled pwMS
performed well on MSWS-12, 2MWT, and
6MWT but not on 25MFWT.(MWT- minute
walking test)
Burschka, J. M.
et al.82
n= 32 PwMS, 15
TAU= 43.6± 8.0 Tai
Chi= 42.6± 9.4
1.MS patients (any
type)
2. EDSS < 5
3.Relapse free for a
month prior study
6 months
Tai chi
TAU*=7.8 ±(6.8) Tai Chi=
6.0±(4.7)
<5Balance, coordination and life satisfaction
had improved with Tai Chi treatment
comparing to TAU.
Fatigue and depression were found
decreased with Tai Chi treatment.
Collett, J et al.83
n = 23, PwMS=14,
Control=9
MS= 52.4 ±8.1,
Control= 49.6 ±8.6
1) Clinically definite
MS,
(2) Be the age of
18 years
(3) have the
adequate mental
capacity to
consent,
(4) Clinically stable
(5) Able to use a
cycle ergometer.
Single time
exercise test
performed

Multiple
intensity
exercises
14.1 SD 9.7Not Provided-Controls proved better on the exercise
test (p < 0.05).
-PwMS took longer to recover as the
intensity of exercise increased (45% at 6
min; 60% at15 min; 90% at 35 min) and
correlating with Tympanic temperature.

MEParea was significantly depressed in
both groups at 45% and 60% (p < 0.001),
in the MS group which correlated well to
recovery time measured by RPE.

RPE= Borg’s ratings of perceived exertion.
MEP=motor evoked potential
Fernandez-Munoz,
J. J. et al.84

n= 108 PwMS
44 ± 8Definite MS
according to the
modified McDonald
criteria.
NA12.5±8.03.4±1.7Fatigue score was associated with bodily
pain (P<0.01), physical function (P<0.01)
and mental health (P<0.01), and with
positive association with depression
(P<0.01).
Depression had negative association with
bodily pain (P<0.01) and mental health
(P<0.01)
Greater the body pain, greater were levels
of depression.
Soysal Tomruk, M.
et al.85
n = 11 PwMS, 12
Control
Median values
mentioned in the
study
MS=52 (35–66)
control=50 (38–65)
Age :18 to 65
years,
2≥EDSS score ≤5,
Ten-week-3.5 (2.0–5.0)Postural control and fatigue levels were
significantly worse in PwMS w.r.t healthy
controls (p<0.05) but improved sensory
interactions were noted (p<0.05) and no
effect on postural control (p>0.05).

TAU, treatment as usual.

Results observed in systematic reviews and meta-analysis

A Cochrane review showed exercise therapy to have a significant positive effect on fatigue in RRMS patients [standard mean deviation (SMD) -0.53, 95% confidence interval (CI) -0.73 to -0.33; P-value <0.01] but there was significant heterogeneity [I2>58%] among the trails compared. A few studies showed exercise improved walking speed with 10-minute walking test showing mean difference [MD] reduction in walking time of 1.76 s; [95% (CI), 2.47 to 1.06; P<0.001]66. Another study comes in support of the use of exercise which shows that pooled Effect size was 0.57 (95%CI: 0.10–1.04, P = 0.02)19. These findings suggest that exercise can help to reduce fatigue in MS patients. A study by Taylor et al. mentions a study showing exercise worsening fatigue in MS (P<0.05)17.

Amantadine2,11 is anti-parkinsonian medication that gives an inconsistent improvement in 20–40% of patients over the short term. Yang et al. showed that amantadine might be the most effective drug for treating MS fatigue: SMD and CI were −1.09 [−1.30 to −0.87], and the z-score was 9.75 [P < 0.00001]; however, there was a high variation in number size of patients, causing heterogeneity to be 91%11. The two most effective drugs in treatment are natalizumab and alemtuzumab, but they cause progressive multifocal leukoencephalopathy (PML) due to John Cunningham virus and autoimmune diseases of thyroid along with thrombocytopenic purpura with immune glomerulonephritis respectively. A 6-month study in 2016, ECTRIMS showed no increase in mortality. Ocrelizumab, the first drug effective to slow down PPMS and which targets B cells in RRMS and PPMS, is in a phase 3 trial2. A counter drug in SPMS is still to be discovered as IFNβ1b has not shown efficacy in American SPMS trials. Hence trials should be performed with combination therapy including ocrelizumab and IFNβ1b to counter SPMS, which has a poor prognosis2.

Cognitive behavioural therapy [CBT] can help reducing fatigue in MS (pooled SMD = −0.71, 95% CI: −1.05 to −0.37, P = 0.77) as compared to active controls1. Supporting studies also show a positive effect [SMD] = −0.47;95% [CI] = −0.88; −0.06; I2 = 73%]. A long-term positive effect of CBT [SMD = −0.30; CI −0.51; −0.08; I2 = 0%] is also shown but had limited number of studies14. Thus, CBT shows a positive effect on fatigue in MS. Practices like yoga show some effect compared to usual care [SMD = 20.52; 95% CI = 21.02 to 20.02; p = 0.04] but fail to prove better than exercise therapy [SMD = 0.03; 95% CI = 20.24 to 0.30; p = 0.83]23.

Effect of interventions in RCTs

Trials based on pharmacotherapy have shown that a change to new drugs like oral fingolimod was beneficial to many patients for fatigue in MS as shown by EPOC trial. The TSQM Global satisfaction scores were superior after the switch from intravenous disease-modifying therapy iDMT to oral fingolimod [p<0.001]67. Aerobic training exercises were delivered in ambulatory MS patient which showed improvements. This view was supported by the TREFAMS-AT trial (p<0.014). The non-fatigue related outcomes such anxiety, depression, and cognition showed improvement in the certain trials, which explains the dynamic connections with fatigue as a symptom67,68.

Exercise therapy is a potential treatment modality, and when combined with education therapy it can cause behavior modification in many patients. This view was supported by the STEP IT UP and FACETS trial. It was able to prove that mobility was increased in intervention groups through the intervention time was relatively short (10 weeks)6870.

The chronicity of symptoms in MS has a tremendous impact on the probability to show improvement to any therapy. It will be difficult to expect a positive change in a patient who has suffered chronic fatigue when compared to fatigue of new onset in MS patients. A study showed that multi-disciplinary rehabilitation on chronic fatigue patients was not effective in bringing the fatigue levels to a significant low that could be appreciated subjectively71,72.

Risk of bias analysis

All criteria were judged as low, high or unclear risk of bias. In summary, most of the studies had a low risk of bias. The risk of bias graph is show in Figure 3 and Figure 4. Calkwood et al.67, had high risk of bias as it lacks random sequence generation and allocation concealment. Calkwood et al.67, Thomas et al.70, failed to fulfil blinding of participants and outcomes in their respective studies, which were thus prone to performance and detection bias. It was unclear in a few studies whether allocation concealment and blinding of participants was carried out in studies like Heine et al.71 and Rietberg et al.72.

d814c323-ff74-40ec-8ab2-8b4cfd15b6f4_figure3.gif

Figure 3. Risk of bias graph.

d814c323-ff74-40ec-8ab2-8b4cfd15b6f4_figure4.gif

Figure 4. Risk of bias summary.

As a result of heterogeneity among studies due to different study designs taken into consideration and a smaller number of participants in various studies owing to loss of follow up and the pathogenicity of the disease, a meta-analysis was not carried out.

Discussion

The primary outcomes in most of the trials used MSIS, FSS and CIS-20R scales6971. MSIS is a subjective scale based on a patient experiencing fatigue. CIS-20R subscale measures fatigue severity. FSS measures the impact of fatigue on normal functioning. The changes measured on any scale should be accompanied by a change in FSS scale to make it clinically meaningful to adopt as a standard measure for generalizability. Not every severely fatigued patient (in most cases of advanced MS) will give expected results on standard exercising protocol. It is an arguable viewpoint leading to reverse causality whether exercise therapy is worsening fatigue levels in MS patients as supported by a systematic review by Taylor et al.17.

Considering the therapeutic interventions for MS-related fatigue, a variety of exercise methods (pilates85, calisthenics80, Tai Chi82 and aerobic) of exercises have gained attention. Numerous studies have shed light on the efficiency of exercise for the PwMS, almost all studies designated the exercise as a remarkable factor in improving the fatigue and its related distress in MS84. Certain observational studies have been conducted to find out if the cause of fatigue in PwMS is the physical activity instead of neural demyelination and lack of neuroplasticity. One cross-sectional study ruled out the possibility of fatigue associated with the physical activity instead they found a strong association between the mental health and fatigue84.

Fatigue in MS can be due to depression, which intercedes the association between neuronal issues and physical conditions84. Pharmaceutical interventions like melatonin supplementation have been effective to treat the fatigue related to MS79. Melatonin can act as anti-inflammatory and immunomodulatory drug that does not cross the blood-brain barrier. The anti-oxidative effect can be used to treat MS patients as they have high oxidative stress owing to elevated levels of plasma lipid peroxide and activated nitrosative-oxidative pathways79.

An observational retrospective study showed that switching from interferon-β to glatiramer improved work productivity, activity impairment and health-related quality of life [HRQoL] and fatigue. Transcranial magnetic stimulation [TMS] is an innovative way to record neurophysiological responses by measuring corticospinal-neuromuscular pathway excitability. The persistent excitation of brain neurons plays an important role in progressive forms of the disease83.

Plasticity is a functional reorganization of neurons carried out through anatomical reorganization and axonal sprouting with synaptogenesis. Physical training is known to induce compensatory plasticity and increases activity-dependent synaptic potentiation. Exercise is known to cause an increase in endocannabinoid signalling86.

The summary of included observational studies can be found in Table 4.

Conclusion

The diversity of pathological phenomena involved in fatigue related to MS is a major concern in understanding and quantifying the role of each causal factor. Our study has found a significant positive effect on fatigue levels of RRMS patients with regular CBT and exercise-based combination therapy. These results were not supported in case of PPMS or SPMS patients due to the aggressive nature of the disease. Emphasizing the clinical significance of combinational therapy which can be prescribed in MS, yet this does not undermine the need for statistical analysis and correlation. Future research should focus on improving the quality of life of progressive forms of MS. Factors responsible for a high drop-out rate should be studied and correlated with morbidity and mortality rates. We believe an amalgamation of sound mental health, physical health, and pharmacological health shall tone down or blunt the effect of fatigue in the daily life of MS patients.

Data availability

Underlying data

All data underlying the results are available as part of the article and no additional source data are required.

Extended data

Open Science Framework: DIVERSE MECHANISMS AND TREATMENT STRATEGIES TO CONFRONT FATIGUE IN MULTIPLE SCLEROSIS -A SYSTEMATIC REVIEW. https://doi.org/10.17605/OSF.IO/W5DA450

This project contains references for all excluded studies.

Extended data are available under the terms of the Creative Commons Zero "No rights reserved" data waiver (CC0 1.0 Public domain dedication).

Reporting guidelines

Open Science Framework: PRISMA checklist for study “Diverse mechanisms and treatment strategies to confront fatigue in multiple sclerosis: A systematic review”. https://doi.org/10.17605/OSF.IO/W5DA4

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Khadke S and siddique t. Diverse mechanisms and treatment strategies to confront fatigue in multiple sclerosis: A systematic review [version 1; peer review: 2 not approved]. F1000Research 2019, 8:563 (https://doi.org/10.12688/f1000research.18247.1)
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Reviewer Report 18 Jun 2019
Tomas Kalincik, CORe, Department of Medicine, University of Melbourne, Melbourne, Vic, Australia 
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This article aims at providing a systematic review of literature on the treatment of fatigue in multiple sclerosis. This is an important topic, as management of MS-related fatigue is a difficult subject and the results achieved in clinical practice are ... Continue reading
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Kalincik T. Reviewer Report For: Diverse mechanisms and treatment strategies to confront fatigue in multiple sclerosis: A systematic review [version 1; peer review: 2 not approved]. F1000Research 2019, 8:563 (https://doi.org/10.5256/f1000research.19959.r48171)
NOTE: it is important to ensure the information in square brackets after the title is included in all citations of this article.
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Reviewer Report 20 May 2019
Andrew Soundy, School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Birmingham, UK 
Not Approved
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Overall, I think more time is needed to explain what you did and show the reader that a quality process has been undertaken. Some points below are critical for me. 
 
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Soundy A. Reviewer Report For: Diverse mechanisms and treatment strategies to confront fatigue in multiple sclerosis: A systematic review [version 1; peer review: 2 not approved]. F1000Research 2019, 8:563 (https://doi.org/10.5256/f1000research.19959.r48607)
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