Multiple Sclerosis-related Fatigue: An Updated Review of Pathophysiology and Associated Variables Contributing Factors
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Multiple Sclerosis-related Fatigue: An Updated Review of Pathophysiology and Associated Variables Contributing Factors

1. Ondokuz Mayıs University, Faculty of Health Sciences, Department of Nursing, Samsun, Turkiye
2. Ondokuz Mayıs University, Faculty of Medicine, Department of Neurology, Samsun, Turkiye
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Received Date: 17.04.2025
Accepted Date: 09.06.2025
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Abstract

Multiple sclerosis (MS) is a chronic neurological disorder marked by demyelination and inflammation within the central nervous system. Patients frequently experience present with a range of symptoms, including visual disturbances, ataxia, tremors, motor weakness, fatigue, depression, spasticity, pain, bladder-bowel dysfunction, and cognitive impairment. Among these, fatigue is one of the most commonly reported and disabiling symptoms, affecting approximately 80% of patients and significantly diminishing their quality of life. The pathophysiology of MS realted-fatigue is complex and cannot be explained by a single mechanism. Current evidence indicates the involvement of multiple pathways, including neuroimmune dysfunction (characterized by elevated pro-inflammatory cytokines and decreased anti-inflammatory cytokines), monoaminergic deficits (such as reduced serotonin and dopamine availability in key brain regions), neuroendocrine system abnormalities (notably hyperactivation of the hypothalamic-pituitary-adrenal axis), and structural brain changes (including brain atrophy and increased lesion burden). In addition, secondary factors like depression and sleep disorders may intensify the severity of fatigue. Nevertheless, research into the primary mechanisms underlying fatigue remains limited, with most studies involving small sample sizes. In summary, fatigue in MS is a multifactorial symptom that significantly affects patients’ daily lives. Clinical practice should incorporate routine fatigue assessment, and further comprehensive research is necessary to elucidate its underlying mechanisms. Optimizing treatment strategies, including both pharmacological and nonpharmacological interventions, is essential, with personalized approaches playing a pivotal role in effective management.

Keywords:
Multiple sclerosis, fatigue, pathophysiology

Introduction

Multiple sclerosis (MS) is a neurological disorder marked by demyelination and inflammation of the central nervous system and is characterized by cycles of exacerbation and remission (1). Classified as an autoimmune illness, MS is among the leading neurological disorders resulting in impairment in young adults (2). MS occurs 2-3 times more frequently in women than in males and presents with a diverse array of symptoms. Commonly seen symptoms include visual abnormalities, ataxia, tremors, motor weakness, exhaustion, depression, spasticity, pain, bladder and bowel problems, and cognitive impairments. Among these, fatigue is one of the most frequently reported and severe symptoms (3, 4).

In individuals with MS, fatigue is defined as a reduction in both physical and mental energy that significantly interferes with daily living activities (5). It affects approximately 50-90% of individuals with MS and may occur independently of physical disability (6, 7). Fatigue can profoundly impact not only physical functioning but also psychosocial well-being and overall quality of life (5, 8). Despite its prevalence, fatigue, being an invisible and difficult to quantify symptom, is frequently overlooked. Diagnosing fatigue is challenging, and its management is equally complex. This is due to the fact that the underlying pathophysiology of fatigue in MS cannot be attributed to a single factor; instead, several mechanisms have been proposed. These include immunological and inflammatory responses, structural and functional brain changes, and neuroendocrine system alterations, which are considered primary contributors to fatigue in MS (6, 9-12). Additionally, secondary symptoms such as depression, sleep disturbances, pain, and urinary dysfunction also play a role in exacerbating fatigue (13-16). The objective of this review is to elucidate the pathophysiology mechanisms underlying fatigue in MS and to examine associated contributing factors in light of current evidence.

Search Strategy and Inclusion Criteria

A comprehensive literature search was conducted using multiple databases, including Google Scholar, PubMed, Web of Science, Scopus, EBSCO, and Turk Medline, to thoroughly explore the pathophysiology of fatigue in patients with MS. Due to the relatively limited number of studies available on this specific topic, no publication date restrictions were applied. Nonetheless, particular emphasis was placed on research from the past two decades to maintain relevance to the current understanding. The search strategy included a wide range of key terms, such as “MS,” “fatigue,” “pathophysiology,” “neuroimmune dysfunction,” “pro-inflammatory cytokines,” “hypothalamic-pituitary-adrenal axis,” “brain atrophy,” “lesion load,” “sleep disorder,” “depression,” and “urinary problems.” A variety of study designs, including experimental, quasi-experimental, case-control, and descriptive studies, were reviewed to ensure a broad yet detailed analysis of the existing evidence.

Pathophysiology of Fatigue

Although fatigue is the most commonly reported complaint among patients with MS, its pathogenesis has remained poorly understood for many years. The subjective nature of this symptom, combined with the absence of tools for quantitative assessment, has led to fatigue being categorized as a “invisible” complaint. In the etiology of fatigue in MS, peripheral factors such as muscle disuse and deconditioning, joint abnormalities, and metabolic changes in muscle fibers play a relatively minor role (17). Increasing attention is being given to neuroimmune dysregulation, disruptions in neuroendocrine pathways, and changes in brain structure and function. Moreover, symptoms frequently observed in MS patients, such as sleep disturbances, depression, pain, and other sleep abnormalities, are thought to be closely associated with fatigue.

Neuroimmune Dysregulation

MS is a neurological disorder marked by inflammation, demyelination, axonal injury, and axonal degeneration. Immune system cells and cytokines involved in the pathophysiology of MS as an autoimmune disorder also contribute to the onset of fatigue (11). Several pro-inflammatory [interleukin (IL)-1β, IL-2, IL-6, IL-8, IL-17, IL-35, tumor necrosis factor (TNF)-α, immune gamma (IFN)-γ] and anti-inflammatory (IL-4, IL-5, IL-10, IL-13) cytokines have been associated with fatigue (18-20) TNF-α is a key pro-inflammatory cytokine that plays a major role in both local and systemic immune responses. In autoimmune diseases such as MS, its prolonged and unregulated release has been shown to increase neuroinflammatory activity, contributing to neurodegeneration (21-23). In a study by Heesen et al. (24), significantly elevated levels of pro-inflammatory cytokines (in blood serum) TNF-α and IFN-γ were reported in the blood serum of fatigued MS patients. Another study investigated the impact of exercise on cytokine levels and fatigue in MS patients, reporting that aerobic exercise led to a reduction in TNF-α levels in blood serum. This reduction in cytokine levels was also associated with an improvement in fatigue (25). In a more recent study, IL-10 levels were measured in the cerebrospinal fluid of MS patients, and the relationship between this cytokine and fatigue was explored. The study found a negative correlation between IL-10 levels and fatigue, suggesting that reduced expression of IL-10, an anti-inflammatory molecule, may exacerbate fatigue (26).

In a study examining the effects of an anti-inflammatory diet on biomarkers and fatigue in MS patients, increased IL-4 levels and no change in IL-17 levels were reported in blood serum. This study also concluded that the diet modulated inflammatory processes and improved fatigue (27). In a research conducted by Malekzadeh et al. (18), the relationship between several pro-inflammatory and anti-inflammatory cytokines and fatigue was examined in blood serum. The study found that only IL-6 was significantly correlated with fatigue, accounting for 21% of the variance in fatigue levels.

A study by Akcali et al. (28) reported significantly higher levels of IL-35 and IL-2 in the blood serum of MS patients compared to a control group. However, no significant difference in cytokine levels was observed between fatigued and non-fatigued MS patients. This finding suggests that although cytokine levels differ between MS patients and healthy individuals, they are not necessarily associated with fatigue severity. Chalah and Ayache (10) comprehensive review, which included studies published up to 2018, investigated the link between inflammation and fatigue in MS patients. According to this review, no significant association was found between T lymphocyte (T-cell) populations (e.g., CD3+CD4+ T-cell, regulatory T-cells) and fatigue. However, although data remain limited, B lymphocytes have been shown to contribute to the pathophysiology of cytokine-mediated fatigue (29, 30). Despite the scarcity of studies, a connection between pro-inflammatory cytokines and fatigue has been noted. Based on existing literature, both pro-inflammatory and anti-inflammatory cytokines appear to be associated with fatigue severity in MS, though these studies frequently involve small sample sizes (Table 1). Similarly, Zielinski et al. (31) reported that the pathophysiology of fatigue in autoimmune diseases is multifactorial and requires further investigation for better clarity. This study also emphasized the significant role of cytokines (IL-1 IL-1β, TNF-α, IL-6, IFN-γ) in the pathophysiology of fatigue in autoimmune disorders. Although cytokine activity is common across autoimmune diseases, the demyelination-related disruptions of neural conduction in MS may lead to distinct fatigue mechanisms. For instance, while fatigue in rheumatoid arthritis is mainly related to peripheral inflammation, the presence of cortical and subcortical lesions in MS contributes to both physical and cognitive fatigue. Furthermore, sleep disturbances and their impact on fatigue are more prevalent in MS than in other autoimmune conditions such as systemic lupus erythematosus or thyroiditis. This highlights the need for both immunomodulatory and neuroprotective therapies in the management of MS-related fatigue. Additionally, further studies with larger sample sizes are necessary to better clarify the relationship between neuroimmune processes and fatigue.

Neuroendocrine Changes

The neuroendocrine system possesses immunomodulatory potential. Moreover, bidirectional communication between the neuroendocrine and immune systems is mediated by messenger molecules such as hormones, neurotransmitters, and cytokines. Consequently, an imbalance within this system or its pathways can impact other physiological systems (32). In MS, a disease characterized by multifactorial etiopathogenesis, dysregulation of the hypothalamus-pituitary-adrenal (HPA) axis is frequently addressed (33). Although the precise cause of altered HPA axis activity in MS patients remain unclear, it is believed to result from hypothalamic damage or a generalized stress response triggered by such damage (34). Heesen et al. (35) investigated whether HPA axis dysregulation occurs in MS patients and whether this dysregulation correlates with disability levels and cognitive impairment. Although no significant differences were found between patients with relapsing-remitting MS (RRMS) and a control group, elevated HPA axis activity was reported in patients with progressive MS. Furthermore, the study found a significant association between increased HPA activity and levels of fatigue, cognitive impairment, and depression. In a separate study, HPA axis regulation was assessed using the combined dexamethasone/corticotropin-releasing hormone test RRMS patients. Gottschal et al. (36) reported significantly higher concentrations of adrenocorticotropic hormone (ACTH) and evidence of HPA axis hyperactivation in MS patients experiencing fatigue. In a study involving patients with four different types of MS, primary progressive MS, secondary progressive MS, RRMS, and RRMS during an exacerbation, Ysrraelit et al. (37) observed that ACTH and cortisol levels were significantly elevated in all MS subgroups compared to control group. These findings further confirmed the presence of HPA axis hyperactivation in MS patients.

Akcali et al. (28) also reported generally higher HPA axis activity in MS patients than in controls. However, their findings indicated no significant difference in HPA parameters between fatigued and nonfatigued patients. Similarly, Heesen et al. (24) found that while HPA axis activity was significantly associated with cognitive dysfunction, it was not linked to fatigue. A recent cohort study with rigorous methodology found no association between primary fatigue, defined by the exclusion of secondary fatigue-induced conditions and daily cortisol levels, suggesting that different mechanisms may contribute to primary fatigue in MS patients (38).

When these studies are evaluated collectively, a relationship between fatigue and neuroendocrine dysregulation in MS patients is suggested. However, given the existence of studies reporting no association between fatigue and the HPA axis, further research with larger sample sizes and robust methodologies is necessary (Table 2).

Dysregulation of Monoaminergic Pathways

In MS, pro-inflammatory cytokines (TNF-α, IL-6, IFN-γ), which are activated by neuroinflammation, can disrupt both serotonin and dopamine systems, thereby contributing to fatigue. These cytokines redirect tryptophan metabolism toward the kynurenine pathway through the activation of the enzyme indoleamine 2,3-dioxygenase, which reduces serotonin synthesis. Additionally, they deplete tetrahydrobiopterin, a critical cofactor required for dopamine production. Moreover, pro-inflammatory cytokines suppress monoamine release and increase reuptake within the mesocorticolimbic pathways, leading to reduced synaptic monoamine levels. These alterations impair communication between the prefrontal cortex and basal ganglia, which in turn contributes to physical and cognitive fatigue, as well as to motivational deficits and anhedonia. Therefore, dysregulation of serotonergic and dopaminergic systems play a central role in the pathophysiology of fatigue in MS (13, 15, 39, 40). A study by Hesse et al. (41) reported lower levels of the serotonin transporter (SERT) in the cingulate cortex, thalamus, and insula regions of the brain in MS patients compared to healthy controls (41). Furthermore, decreased SERT levels in the insular cortex were found to be associated with fatigue. In another recent study, abnormalities in dopamine, serotonin, and noradrenaline levels were identified in MS patients compared to healthy individuals (42). These monoaminergic disruptions were reflected in altered resting-state functional connectivity (RSFC): there was decreased RSFC in frontal and subcortical regions such as the cerebellum and thalamus, and increased RSFC in temporo-parieto-occipital cortical areas, including the bilateral precuneus. In conclusion, the study emphasized widespread dysregulation of monoaminergic networks in MS patients and highlighted that specific alterations within these networks contribute to the development of symptoms such as fatigue and depression.

Structural and Functional Changes in the Brain

Neuroimaging data indicate that both structural changes (such as brain atrophy and lesion load) and functional impairments in the brain are associated with primary fatigue in patients with MS. Although various studies have identified different brain regions involved, a consistent finding is the significant association between fatigue and both brain atrophy and lesion load.

A recent study by Eren et al. (43) examined the relationship between the morphometric structure of the pituitary gland and fatigue in MS patients. This study found that pituitary gland dimensions were significantly larger in MS patients compared to a control group. Furthermore, structural differences in the pituitary gland were also observed between fatigued and nonfatigued patients. A long-term cohort study further demonstrated a relationship between fatigue and brain atrophy, independent of disability level (44). Similarly, a study involving patients with RRMS and low disability levels found that those experiencing high fatigue had significantly greater brain atrophy and lesion load compared to those without fatigue (45).

In contrast, Andreasen et al. (46) reported no significant difference in lesion load between fatigued and nonfatigued RRMS patients. However, the same study did identify regional brain atrophy in fatigued individuals. Several other studies have likewise reported regional brain atrophy in MS patients with fatigue (47-49).

Another recent study found that fatigue accompanied by anxiety and depression was associated with cerebellar atrophy, while fatigue accompanied by cognitive impairment was linked to global cortical and deep gray matter atrophy (50). Numerous studies have also emphasized strong associations between fatigue and both structural and neurochemical changes in white matter (51-57).

A study by Gilio et al. (26) reported a correlation between T2 lesion load and fatigue levels. Similarly, another study highlighted that the structural abnormality most strongly linked to fatigue was atrophy of the posterior parietal cortex (58).

Additional studies have associated fatigue in MS patients with various forms of brain atrophy (59), including gray matter atrophy, reductions in total brain volume, cerebral gray matter, and thalamic volumes (60), corpus callosum atrophy (61), cerebellar lobular atrophy (62), atrophy in the temporal lobe and insula (63), as well as overall gray matter volume reductions (64). However, one study found no significant relationship between structural changes and fatigue in early-stage MS (65). According to a recent systematic review, structural and functional brain changes are more pronounced in fatigued patients than in those without fatigue. In particular, abnormalities in thalamic activation and atrophy, as well as alterations in regions of the sensorimotor network, have been linked to fatigue (66-68).

Overall, research indicates that both structural and functional brain impairments are correlated with fatigue in MS. These structural changes are not confined to a single brain region, suggesting that involvement of multiple areas may contribute to the experience of fatigue. Nevertheless, the existing literature remains limited by small sample sizes and study numbers, highlighting the need for further research (Table 3).

Secondary Factors Associated with Fatigue

Although many factors and symptoms contribute to fatigue in patients with MS, depression remains one of the most prominent. Like fatigue, depression is an invisible symptom and is more prevalent in MS patients than in the general population (69). In individuals with MS, depression is among the strongest predictors of fatigue, influencing this symptom both directly and indirectly (8). Numerous recent studies have demonstrated a positive correlation between depression and fatigue (70-79). The strong association between these symptoms may be attributed to a shared pathophysiology mechanism (13, 42, 80, 81). In this context, depression is often considered a predictor of fatigue. While fatigue does not necessarily indicate the presence of depression, patients with depression are highly likely to experience fatigue. Thus, it can be concluded that depression tends to precede and intensify fatigue (8). Consequently, patients presenting with fatigue should always be screened for depression, and improvements in depression symptoms is likely to positively impact fatigue levels.

Following depression, sleep disturbances are among the most commonly investigated symptoms associated with fatigue and are also recognized contributors (82). In MS patients, sleep problems are frequently overlooked, as clinical attention is focused on neurological symptoms, and sleep disturbances are often misattributed. As a result, unless reported by the patient, these issues may go unnoticed. The most frequently reported sleep disorders in MS include insomnia, movement-related sleep disturbances, respiratory-related sleep problems, and circadian rhythm disruptions (83). These conditions lead to poor-quality sleep, resulting in inadequate rest and exacerbation of both physical and mental fatigue (73, 84). Additionally, insomnia may contribute to fatigue through heightened activation of the central nervous system (85). Recent studies further confirms that sleep disturbances slightly aggravate fatigue symptoms (8, 86, 87).

Urinary problems also represent a commonly examined factor in the context of fatigue among MS patients. MS can cause a wide range of urinary symptoms related to both bladder storage and emptying functioning (88-90). Notably, frequent urges due to overactive bladder, urgency, and urinary incontinence can disrupt sleep cycles, thereby worsening daytime fatigue (91, 92). Some patients may reduce fluid intake in response to frequent urination, which can lead to dehydration and further aggravate fatigue (93). Thus, urinary dysfunctions is a meaningful contributor to fatigue, and its effective management should be prioritized. It addition to depression, sleep disturbances, and urinary issues, other MS-related symptoms also contribute to fatigue. These include pain (94), spasticity (95), and bowel dysfunction (91), are of which are closely associated with increased fatigue levels. Furthermore, as overall symptom burden tend to rise with increasing disability (96), fatigue severity also tend to escalate in more disability patients. While these symptoms may not be the primary cause of fatigue, they are considered secondary contributors.

In conclusion, although the pathophysiology of primary fatigue in MS patients remains unclear, abnormalities in neuroimmune function, neuroendocrine dysregulation, and structural and functional brain changes appear to be central mechanisms. Additionally, numerous secondary symptoms, particularly depression, sleep disturbances, and urinary problems further exacerbate fatigue. Fatigue is among the most debilitating symptoms experienced by MS patients. It is subjective and invisible, arises from multifactorial mechanism, and poses significant diagnostic and treatment challenges. Therefore, clinical assessments of MS patients should include fatigue evaluation. Methodologically robust research is necessary to uncover the underlying pathophysiological mechanisms and contributing secondary factors so that targeted treatment strategies can be implemented.

Authorship Contributions

Concept: K.Y., M.T., Design: K.Y., M.T., Literature Search: K.Y., Writing: K.Y., M.T.
Conflict of Interest: No conflict of interest was declared by the authors.
Financial Disclosure: The authors declared that this study received no financial support.

References

1
Peres DS, Rodrigues P, Viero FT, Frare JM, Kudsi SQ, Meira GM, Trevisan G. Prevalence of depression and anxiety in the different clinical forms of multiple sclerosis and associations with disability: a systematic review and meta-analysis. Brain Behav Immun Health. 2022;24:100484.
2
Shah A, Panchal V, Patel K, Alimohamed Z, Kaka N, Sethi Y, Patel N. Pathogenesis and management of multiple sclerosis revisited. Dis Mon. 2023;69:101497.
3
K. Yeni, Fatigue: Pharmacological and non-pharmacological management in patients with multiple sclerosis. Adv. Neurol. 2024,3:2576.
4
Lakin L, Davis BE, Binns CC, Currie KM, Rensel MR. Comprehensive approach to management of multiple sclerosis: addressing invisible symptoms-a narrative review. Neurol Ther. 2021;10:75-98.
5
Oliva Ramirez A, Keenan A, Kalau O, Worthington E, Cohen L, Singh S. Prevalence and burden of multiple sclerosis-related fatigue: a systematic literature review. BMC Neurol. 2021;21:468.
6
Ayache S.S, Chalah, M.A. The neuroimmunology of fatigue in multiple sclerosis, In: Nima Rezaei, Niloufar Yazdanpanah (Eds). Translational Neuroimmunology Volume 8. 1st edition, Elsevier, Amsterdam 2023, pp 55-72.
7
Meijboom R, Foley P, MacDougall NJJ, Mina Y, York EN, Kampaite A, Mollison D, Kearns PKA, White N, Thrippleton MJ, Murray K, Valdés Hernández MDC, Reich DS, Connick P, Jacobson S, Nair G, Chandran S, Waldman AD. Fatigue in early multiple sclerosis: MRI metrics of neuroinflammation, relapse and neurodegeneration. Brain Commun. 2024;6:fcae278.
8
Yeni K, Tulek Z, Ozer A, Terzi M. The effect of fatigue, sleep quality and depression on quality of life in patients with multiple sclerosis: a serial mediation model. Mult Scler Relat Disord. 2025;93:106211.
9
Marchesi O, Vizzino C, Filippi M, Rocca MA. Current perspectives on the diagnosis and management of fatigue in multiple sclerosis. Expert Rev Neurother. 2022;22:681-693.
10
Chalah MA, Ayache SS. Is there a link between inflammation and fatigue in multiple sclerosis? J Inflamm Res. 2018;11:253-264.
11
Zimek D, Miklusova M, Mares J. Overview of the current pathophysiology of fatigue in multiple sclerosis, its diagnosis and treatment options-review article. Neuropsychiatr Dis Treat. 2023;19:2485-2497.
12
Patejdl R, Zettl UK. The pathophysiology of motor fatigue and fatigability in multiple sclerosis. Front Neurol. 2022;13:891415.
13
Tarasiuk J, Kapica-Topczewska K, Czarnowska A, Chorąży M, Kochanowicz J, Kułakowska A. Co-occurrence of fatigue and depression in people with multiple sclerosis: a mini-review. Front Neurol. 2022;12:817256.
14
Alsaadi T, Hammasi KE, Shahrour TM, Shakra M, Turkawi L, Nasreddine W, Kassie S, Raoof M. Depression and anxiety as determinants of health-related quality of life in patients with multiple sclerosis-United Arab Emirates. Neurol Int. 2017;9:7343.
15
Heitmann H, Andlauer TFM, Korn T, Mühlau M, Henningsen P, Hemmer B, Ploner M. Fatigue, depression, and pain in multiple sclerosis: how neuroinflammation translates into dysfunctional reward processing and anhedonic symptoms. Mult Scler. 2022;28:1020-1027.
16
Jaekel AK, Watzek J, Nielsen J, Butscher AL, Zöhrer P, Schmitz F, Kirschner-Hermanns RKM, Knüpfer SC. Neurogenic lower urinary tract symptoms, fatigue, and depression-are there correlations in persons with multiple sclerosis? Biomedicines. 2023;11:2193.
17
Comi G, Leocani L. Assessment, pathophysiology and treatment of fatigue in multiple sclerosis. Expert Rev Neurother. 2002;2:867-876.
18
Malekzadeh A, Van de Geer-Peeters W, De Groot V, Teunissen CE, Beckerman H. TREFAMS-ACE Study Group. Fatigue in patients with multiple sclerosis: is it related to pro- and anti-inflammatory cytokines? Dis Markers. 2015;2015:758314.
19
Patejdl R, Penner IK, Noack TK, Zettl UK. Multiple sclerosis and fatigue: a review on the contribution of inflammation and immune-mediated neurodegeneration. Autoimmun Rev. 2016;15:210-220.
20
Fletcher MA, Zeng XR, Barnes Z, Levis S, Klimas NG. Plasma cytokines in women with chronic fatigue syndrome. J Transl Med. 2009;7:96.
21
Frankola KA, Greig NH, Luo W, Tweedie D. Targeting TNF-α to elucidate and ameliorate neuroinflammation in neurodegenerative diseases. CNS Neurol Disord Drug Targets. 2011;10:391-403.
22
Dimitrov S, Hulteng E, Hong S. Inflammation and exercise: inhibition of monocytic intracellular TNF production by acute exercise via β2-adrenergic activation. Brain Behav Immun. 2017;61:60-68.
23
Norlin AK, Walter S, Icenhour A, Keita ÅV, Elsenbruch S, Bednarska O, Jones MP, Simon R, Engström M. Fatigue in irritable bowel syndrome is associated with plasma levels of TNF-α and mesocorticolimbic connectivity. Brain Behav Immun. 2021;92:211-222.
24
Heesen C, Nawrath L, Reich C, Bauer N, Schulz KH, Gold SM. Fatigue in multiple sclerosis: an example of cytokine mediated sickness behaviour? J Neurol Neurosurg Psychiatry. 2006;77:34-39.
25
Mokhtarzade M, Ranjbar R, Majdinasab N, Patel D, Molanouri Shamsi M. Effect of aerobic interval training on serum IL-10, TNFα, and adipokines levels in women with multiple sclerosis: possible relations with fatigue and quality of life. Endocrine. 2017;57:262-271.
26
Gilio L, Buttari F, Pavone L, Iezzi E, Galifi G, Dolcetti E, Azzolini F, Bruno A, Borrelli A, Storto M, Furlan R, Finardi A, Pekmezovic T, Drulovic J, Mandolesi G, Fresegna D, Vanni V, Centonze D, Stampanoni Bassi M. Fatigue in multiple sclerosis is associated with reduced expression of interleukin-10 and worse prospective disease activity. Biomedicines. 2022;10:2058.
27
Mousavi-Shirazi-Fard Z, Mazloom Z, Izadi S, Fararouei M. The effects of modified anti-inflammatory diet on fatigue, quality of life, and inflammatory biomarkers in relapsing-remitting multiple sclerosis patients: a randomized clinical trial. Int J Neurosci. 2021;131:657-665.
28
Akcali A, Zengin F, Aksoy SN, Zengin O. Fatigue in multiple sclerosis: is it related to cytokines and hypothalamic-pituitary-adrenal axis? Mult Scler Relat Disord. 2017;15:37-41.
29
Fluge Ø, Mella O. Clinical impact of B-cell depletion with the anti-CD20 antibody rituximab in chronic fatigue syndrome: a preliminary case series. BMC Neurol. 2009;9:28.
30
Wong N, Nguyen T, Brenu EW, Broadley SA, Staines, DR, Marshall-Gradisnik S. A Comparison of cytokine profiles of chronic fatigue syndrome/myalgic encephalomyelitis and multiple sclerosis patients. Int. J. Clin. Med. 2015;6:769-783.
31
Zielinski MR, Systrom DM, Rose NR. Fatigue, sleep, and autoimmune and related disorders. Front Immunol. 2019;10:1827.
32
Deckx N, Lee WP, Berneman ZN, Cools N. Neuroendocrine immunoregulation in multiple sclerosis. Clin Dev Immunol. 2013;2013:705232.
33
Anagnostouli M, Markoglou N, Chrousos G. Psycho-neuro-endocrino-immunologic issues in multiple sclerosis: a critical review of clinical and therapeutic implications. Hormones (Athens). 2020;19:485-496.
34
Burfeind KG, Yadav V, Marks DL. Hypothalamic dysfunction and multiple sclerosis: implications for fatigue and weight dysregulation. Curr Neurol Neurosci Rep. 2016;16:98.
35
Heesen C, Gold SM, Raji A, Wiedemann K, Schulz KH. Cognitive impairment correlates with hypothalamo-pituitary-adrenal axis dysregulation in multiple sclerosis. Psychoneuroendocrinology. 2002;27:505-517.
36
Gottschalk M, Kümpfel T, Flachenecker P, Uhr M, Trenkwalder C, Holsboer F, Weber F. Fatigue and regulation of the hypothalamo-pituitary-adrenal axis in multiple sclerosis. Arch Neurol. 2005;62:277-280.
37
Ysrraelit MC, Gaitán MI, Lopez AS, Correale J. Impaired hypothalamic-pituitary-adrenal axis activity in patients with multiple sclerosis. Neurology. 2008;71:1948-1954.
38
Malekzadeh A, Bader I, van Dieteren J, Heijboer AC, Beckerman H, Twisk JWR, de Groot V, Teunissen CE. Diurnal cortisol secretion is not related to multiple sclerosis-related fatigue. Front Neurol. 2020;10:1363.
39
Swardfager W, Rosenblat JD, Benlamri M, McIntyre RS. Mapping inflammation onto mood: inflammatory mediators of anhedonia. Neurosci Biobehav Rev. 2016;64:148-166.
40
Manjaly ZM, Harrison NA, Critchley HD, Do CT, Stefanics G, Wenderoth N, Lutterotti A, Müller A, Stephan KE. Pathophysiological and cognitive mechanisms of fatigue in multiple sclerosis. J Neurol Neurosurg Psychiatry. 2019;90:642-651.
41
Hesse S, Moeller F, Petroff D, Lobsien D, Luthardt J, Regenthal R, Becker GA, Patt M, Thomae E, Seese A, Meyer PM, Bergh FT, Sabri O. Altered serotonin transporter availability in patients with multiple sclerosis. Eur J Nucl Med Mol Imaging. 2014;41:827-835.
42
Carotenuto A, Valsasina P, Preziosa P, Mistri D, Filippi M, Rocca MA. Monoaminergic network abnormalities: a marker for multiple sclerosis-related fatigue and depression. J Neurol Neurosurg Psychiatry. 2023;94:94-101.
43
Eren F, Demir A, Yilmaz SE, Ozturk S. Evaluation of the relationship between the morphometric structure of the pituitary gland and fatigue in patients with multiple sclerosis. Mult Scler Relat Disord. 2023;69:104470.
44
Marrie RA, Fisher E, Miller DM, Lee JC, Rudick RA. Association of fatigue and brain atrophy in multiple sclerosis. J Neurol Sci. 2005;228:161-166.
45
Tedeschi G, Dinacci D, Lavorgna L, Prinster A, Savettieri G, Quattrone A, Livrea P, Messina C, Reggio A, Servillo G, Bresciamorra V, Orefice G, Paciello M, Brunetti A, Paolillo A, Coniglio G, Bonavita S, Di Costanzo A, Bellacosa A, Valentino P, Quarantelli M, Patti F, Salemi G, Cammarata E, Simone I, Salvatore M, Bonavita V, Alfano B. Correlation between fatigue and brain atrophy and lesion load in multiple sclerosis patients independent of disability. J Neurol Sci. 2007;263:15-19.
46
Andreasen AK, Jakobsen J, Soerensen L, Andersen H, Petersen T, Bjarkam CR, Ahdidan J. Regional brain atrophy in primary fatigued patients with multiple sclerosis. Neuroimage. 2010;50:608-615.
47
Cruz Gómez ÁJ, Ventura Campos N, Belenguer A, Ávila C, Forn C. Regional brain atrophy and functional connectivity changes related to fatigue in multiple sclerosis. PLoS One. 2013;8:e77914.
48
Rocca MA, Parisi L, Pagani E, Copetti M, Rodegher M, Colombo B, Comi G, Falini A, Filippi M. Regional but not global brain damage contributes to fatigue in multiple sclerosis. Radiology. 2014;273:511-520.
49
Sander C, Eling P, Hanken K, Klein J, Kastrup A, Hildebrandt H. The impact of MS-related cognitive fatigue on future brain parenchymal loss and relapse: a 17-month follow-up study. Front Neurol. 2016;7:155.
50
Rimkus CM, Nucci MP, Avolio IB, Apóstolos-Pereira SL, Callegaro D, Wagner MB, Schoonheim MM, Barkhof F, Leite CC. Atrophy patterns in patients with multiple sclerosis with cognitive impairment, fatigue, and mood disorders. Neurology. 2024;103:e210080.
51
Novo AM, Batista S, Alves C, d’Almeida OC, Marques IB, Macário C, Santana I, Sousa L, Castelo-Branco M, Cunha L. The neural basis of fatigue in multiple sclerosis: a multimodal MRI approach. Neurol Clin Pract. 2018;8:492-500.
52
Papadopoulou A, Müller-Lenke N, Naegelin Y, Kalt G, Bendfeldt K, Kuster P, Stoecklin M, Gass A, Sprenger T, Radue EW, Kappos L, Penner IK. Contribution of cortical and white matter lesions to cognitive impairment in multiple sclerosis. Mult Scler. 2013;19:1290-1296.
53
Bisecco A, Caiazzo G, d’Ambrosio A, Sacco R, Bonavita S, Docimo R, Cirillo M, Pagani E, Filippi M, Esposito F, Tedeschi G, Gallo A. Fatigue in multiple sclerosis: the contribution of occult white matter damage. Mult Scler. 2016;22:1676-1684.
54
Yarraguntla K, Bao F, Lichtman-Mikol S, Razmjou S, Santiago-Martinez C, Seraji-Bozorgzad N, Sriwastava S, Bernitsas E. Characterizing fatigue-related white matter changes in MS: a proton magnetic resonance spectroscopy study. Brain Sci. 2019;9:122.
55
Ezzeldin MY, Mahmoud DM, Khedr EM. Fatigue and regional white matter lesion load in relapsing remitting multiple sclerosis. Mult Scler Relat Disord. 2023;71:104269.
56
Danciut I, Rae CL, Rashid W, Scott J, Bozzali M, Iancu M, Garfinkel SN, Bouyagoub S, Dowell NG, Langdon D, Cercignani M. Understanding the mechanisms of fatigue in multiple sclerosis: linking interoception, metacognition and white matter dysconnectivity. Brain Commun. 2024;6:fcae292.
57
Figueroa-Vargas A, Navarrete-Caro S, Cárcamo C, Ciampi E, Vásquez-Torres M, Soler B, Montalba C, Iriarte-Carter M, Martínez-Molina MP, Carvajal-Paredes P, Ayala-Ochoa M, Márquez-Rodríguez V, Figueroa-Taiba P, Díaz-Díaz M, Herrero J, Henríquez-Ch R, Stecher X, Manterola C, Zamorano F, Guevara P, Aboitiz F, Billeke P. White matter volume and microstructural integrity are associated with fatigue in relapsing multiple sclerosis. Sci Rep. 2025;15:16417.
58
Pellicano C, Gallo A, Li X, Ikonomidou VN, Evangelou IE, Ohayon JM, Stern SK, Ehrmantraut M, Cantor F, McFarland HF, Bagnato F. Relationship of cortical atrophy to fatigue in patients with multiple sclerosis. Arch Neurol. 2010;67:447-453.
59
Palotai M, Nazeri A, Cavallari M, Healy BC, Glanz B, Gold SM, Weiner HL, Chitnis T, Guttmann CRG. History of fatigue in multiple sclerosis is associated with grey matter atrophy. Sci Rep. 2019;9:14781.
60
Khedr EM, Desoky T, Gamea A, Ezzeldin MY, Zaki AF. Fatigue and brain atrophy in Egyptian patients with relapsing remitting multiple sclerosis. Mult Scler Relat Disord. 2022;63:103841.
61
Yaldizli Ö, Glassl S, Sturm D, Papadopoulou A, Gass A, Tettenborn B, Putzki N. Fatigue and progression of corpus callosum atrophy in multiple sclerosis. J Neurol. 2011;258:2199-2205.
62
Lazzarotto A, Margoni M, Franciotta S, Zywicki S, Riccardi A, Poggiali D, Anglani M, Gallo P. Selective cerebellar atrophy associates with depression and fatigue in the early phases of relapse-onset multiple sclerosis. Cerebellum. 2020;19:192-200.
63
Ziccardi S, Pizzini FB, Guandalini M, Tamanti A, Cristofori C, Calabrese M. Making visible the invisible: Automatically measured global and regional brain volume is associated with cognitive impairment and fatigue in multiple sclerosis. Bioengineering (Basel). 2022;10:41.
64
Peño LIC, De Silanes De Miguel CL, de Torres L, Ortiz ME, Moreno MJG, Rodeño BO, Carpio RT, Muñoz JS, Montoya BPD, Sepúlveda MÁS, De Antonio Sanz E, Ayuso SA, Salaices MG. Brain atrophy and physical and cognitive disability in multiple sclerosis. Basic Clin Neurosci. 2023;14:311-316.
65
Nourbakhsh B, Azevedo C, Nunan-Saah J, Maghzi AH, Spain R, Pelletier D, Waubant E. Longitudinal associations between brain structural changes and fatigue in early MS. Mult Scler Relat Disord. 2016;5:29-33.
66
Barbi C, Pizzini FB, Tamburin S, Martini A, Pedrinolla A, Laginestra FG, Giuriato G, Martignon C, Schena F, Venturelli M. Brain structural and functional alterations in multiple sclerosis-related fatigue: a systematic review. Neurol Int. 2022;14:506-535.
67
Hidalgo de la Cruz M, d’Ambrosio A, Valsasina P, Pagani E, Colombo B, Rodegher M, Falini A, Comi G, Filippi M, Rocca MA. Abnormal functional connectivity of thalamic sub-regions contributes to fatigue in multiple sclerosis. Mult Scler. 2018;24:1183-1195.
68
Filippi M, Valsasina P, Bisecco A, Meani AGM, Parisi L, Messina MJ, Colombo B, Falini A, Comi G, Rocca MA. Thalamic dysfunction is associated with fatigue in patients with multiple sclerosis: a graph theory study (S13.003). Neurology. 2014;82.
69
Chan CK, Tian F, Pimentel Maldonado D, Mowry EM, Fitzgerald KC. Depression in multiple sclerosis across the adult lifespan. Mult Scler. 2021;27:1771-1780.
70
Greeke EE, Chua AS, Healy BC, Rintell DJ, Chitnis T, Glanz BI. Depression and fatigue in patients with multiple sclerosis. J Neurol Sci. 2017;380:236-241.
71
Yigit P, Acikgoz A, Mehdiyev Z, Dayi A, Ozakbas S. The relationship between cognition, depression, fatigue, and disability in patients with multiple sclerosis. Ir J Med Sci. 2021;190:1129-1136.
72
Schmidt S, Jöstingmeyer P. Depression, fatigue and disability are independently associated with quality of life in patients with multiple sclerosis: results of a cross-sectional study. Mult Scler Relat Disord. 2019;35:262-269.
73
Sparasci D, Gobbi C, Castelnovo A, Riccitelli GC, Disanto G, Zecca C, Manconi M. Fatigue, sleepiness and depression in multiple sclerosis: defining the overlaps for a better phenotyping. J Neurol. 2022;269:4961-4971.
74
Takeda A, Minatani S, Ishii A, Matsuo T, Tanaka M, Yoshikawa T, Itoh Y. Impact of depression on mental fatigue and attention in patients with multiple sclerosis. J Affect Disord. 2021;5:100143
75
Fidao A, De Livera A, Nag N, Neate S, Jelinek GA, Simpson-Yap S. Depression mediates the relationship between fatigue and mental health-related quality of life in multiple sclerosis. Mult Scler Relat Disord. 2021;47:102620.
76
Katarina V, Gordana T, Svetlana MD, Milica B. Oxidative stress and neuroinflammation should be both considered in the occurrence of fatigue and depression in multiple sclerosis. Acta Neurol Belg. 2020;120:853-861.
77
Rodgers S, Manjaly ZM, Calabrese P, Steinemann N, Kaufmann M, Salmen A, Chan A, Kesselring J, Kamm CP, Kuhle J, Zecca C, Gobbi C, von Wyl V, Ajdacic-Gross V. The effect of depression on health-related quality of life is mediated by fatigue in persons with multiple sclerosis. Brain Sci. 2021;11:751.
78
Plow M, Gunzler DD. Disentangling self-reported fatigue, depression, and cognitive impairment in people with multiple sclerosis. Mult Scler Relat Disord. 2022;61:103736.
79
Chang YT, Kearns PKA, Carson A, Gillespie DC, Meijboom R, Kampaite A, Valdés Hernández MDC, Weaver C, Stenson A, MacDougall N, O’Riordan J, Macleod MA, Carod-Artal FJ, Connick P, Waldman AD, Chandran S, Foley P. Network analysis characterizes key associations between subjective fatigue and specific depressive symptoms in early relapsing-remitting multiple sclerosis. Mult Scler Relat Disord. 2023;69:104429.
80
Ormstad H, Simonsen CS, Broch L, Maes DM, Anderson G, Celius EG. Chronic fatigue and depression due to multiple sclerosis: immune-inflammatory pathways, tryptophan catabolites and the gut-brain axis as possible shared pathways. Mult Scler Relat Disord. 2020;46:102533.
81
Gold SM, Krüger S, Ziegler KJ, Krieger T, Schulz KH, Otte C, Heesen C. Endocrine and immune substrates of depressive symptoms and fatigue in multiple sclerosis patients with comorbid major depression. J Neurol Neurosurg Psychiatry. 2011;82:814-818.
82
Bhattarai JJ, Patel KS, Dunn KM, Brown A, Opelt B, Hughes AJ. Sleep disturbance and fatigue in multiple sclerosis: a systematic review and meta-analysis. Mult Scler J Exp Transl Clin. 2023;9:20552173231194352.
83
Sakkas GK, Giannaki CD, Karatzaferi C, Manconi M. Sleep abnormalities in multiple sclerosis. Curr Treat Options Neurol. 2019;21:4.
84
Kołtuniuk A, Kazimierska-Zając M, Pogłódek D, Chojdak-Łukasiewicz J. Sleep disturbances, degree of disability and the quality of life in multiple sclerosis patients. Int J Environ Res Public Health. 2022;19:3271.
85
Stojanov A, Vojinovic S, Stojanov J, Malobabic M, Stevic M, Milosevic V, Stanojevic G. Quality of sleep and fatigue in patients with the relapsing-remitting multiple sclerosis during the coronavirus disease-2019 pandemic. Clin Neurol Neurosurg. 2021;205:106640.
86
Riccitelli GC, Disanto G, Sacco R, Sparasci D, Sacco L, Castelnovo A, Miano S, Manconi M, Gobbi C, Zecca C. Contribution of sleep disturbances to fatigue in multiple sclerosis: a prospective study using clinical and polysomnographic parameters. Eur J Neurol. 2021;28:3139-3146.
87
Siengsukon CF, Alshehri M, Aldughmi M. Self-report sleep quality combined with sleep time variability distinguishes differences in fatigue, anxiety, and depression in individuals with multiple sclerosis: a secondary analysis. Mult Scler J Exp Transl Clin. 2018;4:2055217318815924.
88
Nazari F, Shaygannejad V, Mohammadi Sichani M, Mansourian M, Hajhashemi V. Quality of life among patients with multiple sclerosis and voiding dysfunction: a cross-sectional study. BMC Urol. 2020;20:62.
89
Seddone S, Marturano M, Bientinesi R, Lucchini M, Bassi P, Mirabella M, Nociti V. Lower urinary tract disorders in multiple sclerosis patients: prevalence, clinical features, and response to treatments. Neurourol Urodyn. 202;40:1500-1508.
90
Al Dandan HB, Coote S, McClurg D. Prevalence of lower urinary tract symptoms in people with multiple sclerosis: a systematic review and meta-analysis. Int J MS Care. 2020;22:91-99.
91
Lin SD, Butler JE, Boswell-Ruys CL, Hoang P, Jarvis T, Gandevia SC, McCaughey EJ. The frequency of bowel and bladder problems in multiple sclerosis and its relation to fatigue: a single centre experience. PLoS One. 2019;14:e0222731.
92
Rzepka M, Chmiela T, Kaczmarczyk A, Krzystanek E. Insomnia, fatigue, bladder disorders and mood disorders among Polish patients with multiple sclerosis: cross-sectional study. J Clin Med. 2024;13:1043.
93
Cincotta MC, Engelhard MM, Stankey M, Goldman MD. Fatigue and fluid hydration status in multiple sclerosis: a hypothesis. Mult Scler. 2016;22:1438-1443.
94
Kasap Z, Uğurlu H. Pain in patients with multiple sclerosis. Turk J Phys Med Rehabil. 2022;69:31-39.
95
Milinis K, Tennant A, Young CA; TONiC study group. Spasticity in multiple sclerosis: associations with impairments and overall quality of life. Mult Scler Relat Disord. 2016;5:34-39.
96
Englund S, Kierkegaard M, Burman J, Fink K, Fogdell-Hahn A, Gunnarsson M, Hillert J, Langer-Gould A, Lycke J, Nilsson P, Salzer J, Svenningsson A, Mellergård J, Olsson T, Longinetti E, Frisell T, Piehl F. Predictors of patient-reported fatigue symptom severity in a nationwide multiple sclerosis cohort. Mult Scler Relat Disord. 2023;70:104481.