ABSTRACT
The intestinal microbiota may be involved, through metabolic gut–brain interactions, in a variety of neurological conditions. In this addendum, we summarize the findings of our recent study investigating the potentially modulatory influence of the microbiome in a transgenic ALS mouse model, and the possible application to human disease. We found that transgenic mice show evidence of dysbiosis, even at the pre-symptomatic stage, and have a more severe disease course under germ-free conditions or after receiving broad-spectrum antibiotics. We demonstrated that Akkermansia muciniphila ameliorated the disease in mice and that this may be due to the production of nicotinamide. We then conducted a preliminary study in human ALS and identified functionally similar alterations within the metagenome. Furthermore, we found that patients with ALS had lower systemic and CSF levels of nicotinamide, suggesting that the changes observed in the mouse model may be relevant to human disease.
KEYWORDS: Amyotrophic lateral sclerosis, als, motor neuron disease, sod1, microbiome, Akkermansia, nicotinamide
Introduction
Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease causing relatively selective degeneration of upper and lower motor neurons.1 Host microbiome interactions can influence diseases in general, including neurological conditions.2–7 For example, distinct microbiome and metabolomic profiles are observed in autism spectrum disorder,8 as well as in Alzheimer’s disease.9 Preliminary interventions, such as fecal microbiota transplantation or administration of probiotics may modulate brain activity10 and influence neurological disorders such as multiple sclerosis,11 Alzheimer’s disease,12 Parkinson’s disease,13 and epilepsy.14 Generation of low molecular weight metabolites by the gut microbiome is one postulated mechanism; these compounds are capable of permeating the blood-brain barrier and influence neuronal function.2,3,15,16 Whether the gut microbiome influences ALS is controversial,17–20 leading us to further investigate the functional role of the microbiome in an ALS mouse model and in human disease.21
Lessons learned from the SOD1 transgenic ALS mouse model (Figure)
We used the G93A SOD1 transgenic (SOD1-Tg) ALS mouse model (Figure 1).22 In the first stage of our study, we used broad-spectrum antibiotics to deplete the microbiome of these mice. Microbiome-depleted SOD1-Tg mice had faster motor deterioration compared to SOD1-Tg mice with an intact microbiome. Comparison of the microbiome of SOD1-Tg mice to wild-type (WT) littermates showed SOD1-Tg mice had a distinctly different microbiome composition, even before the onset of motor impairment; thus, suggesting alterations in the gut microbiome of SOD1-Tg mice were not secondary to motor dysfunction. When we examined the effects of the specific strains of commensal microbes on ALS progression, we identified a few commensals that adversely affected the disease, such as Parabacteroides distasonis and Ruminococcus torques. One commensal – Akkermansia muciniphila23 – stood out as having a favorable effect on the motor phenotype in SOD1-Tg mice. We then sought to determine the possible mechanism by which A. muciniphila exerts its benefit on SOD1-Tg mice. The hypothesis underpinning this stage of the study was that A. muciniphila produces or modulates metabolites, which enter the nervous system of SOD1-Tg mice and exert a protective effect. Using a combination of untargeted metabolomic profiling and metagenomics, we narrowed our search down to several metabolites. Of those, two metabolites – nicotinamide (NAM) and phenol sulfate – were further tested in mice. A. muciniphila is able to effectively increase NAM levels in the CSF of SOD1-Tg mice, we investigated whether continuous NAM supplementation could alter the disease course. We found that there was a significant improvement in motor function in the NAM-treated mice, with a non-significant trend toward improved survival. Phenol sulfate administration did not change the disease course.
A recent murine longitudinal study by another group – also on the SOD1-Tg mouse model – confirmed that alternations within the microbiome are evident at the pre-symptomatic stage, being found as early as age 37 d – 27 d before motor deterioration.24 In contrast to our study, this study also found changes within the immune landscape, occurring in parallel with dysbiosis; these changes were accompanied by epigenetic alterations, leading the authors to hypothesize that there is interplay between the microbiome, immune system and epigenetic shifts.
As SOD1 mutations are found in only a fraction of ALS patients,25 it will be important to investigate whether similar changes occur in other genetic ALS models and in the absence of identifiable mutations in human disease.26
Potential relevance of our murine findings to human disease
The final stage of our study was to explore whether alterations observed in SOD1-Tg mice, were also present in human disease. We compared stool samples from patients with ALS and healthy household-matched controls. When we examined the global bacterial gene content, there was no clear difference between the abundance of specific bacterial species. However, we found that patients with ALS had a functional decrease in key bacterial genes that were involved in NAM metabolism. Interestingly, we found that several of the genes mapping to the A. muciniphila genome were significantly less abundant in patients with ALS.
Our findings in mice suggest that A. muciniphila may be beneficial in ALS, mediated via changes in the NAM metabolic pathway. To test whether similar changes in metabolic derangements occur in human disease, we obtained serum and CSF samples from patients with ALS and compared them to healthy controls. NAM levels were markedly decreased in human ALS sera and CSF, compared to controls; significant alterations of serum metabolites of NAM were also observed between these groups. NAM levels in patients with ALS were related to levels of the microbiome gene encoding the rate-limiting step of NAM biosynthesis. Interestingly, serum NAM levels tended to be lower in people with more advanced disease.
Taken together, the preliminary human data supports the possibility that microbiome-derived metabolites (such as NAM) may ultimately reach the CNS where they can modify the disease process. Although the murine data provides evidence of cause and effect, the human studies were purely observational and do not support causality.
Our murine study established a possible causal relationship between the microbiome and ALS progression. In order to assess causality in human disease, we believe there are a number of key questions that should be addressed, namely: How may the ALS disease process itself affect the microbiome? Do known ALS risk factors – both genetic and environmental – affect the microbiome? Do changes in the microbiome precede neurodegeneration in human disease? In this regard, it is important to consider that secondary factors such as nutrition, physical activity, and autonomic changes, occurring during the course of the disease, could have an impact on the microbiome and metabolic features as well.
Finally, interventional studies are planned by our group as well as others,27,28 which will hopefully provide evidence of causality, and more importantly therapeutic benefits.
How may ALS affect the microbiome?
The human form of ALS is a complex condition, and there are many ways in which the disease process itself could impact on the microbiome.29,30
Addressing these potentially confounding effects in human disease will be a major challenge to establishing causality.
Bulbar dysfunction affecting food and liquid consumption
ALS causes progressive degeneration of upper and lower motor neurons (UMNs and LMNs, respectively);1 the degeneration includes UMNs within the corticobulbar tract and LMNs within lower cranial nerve motor nuclei. Dysfunction of either of these neuronal populations results in weakness of the muscles involved in mastication, tongue mouth, cheek movement, and protection of the airway during swallowing. Thus, people with ALS tend to eat and drink at a slower rate, often reducing the quantity and changing the quality of the food and liquids they consume. All these changes may impact the microbiome.31 Poor nutrition results in accelerated weight loss, including loss of muscle mass which worsens the prognosis.17 Furthermore, when corticobulbar dysfunction is prominent, patients will often complain that they become highly intolerant to spicy food,32 as this may often trigger laryngospasm.
The bacterial microbiome of the mouth is likely affected by bulbar dysfunction in ALS, as oral hygiene is a challenge in this scenario.33 Oral stasis in ALS would be expected to influence the oral microbiome and, in turn, the intestinal microbiome.34,35 Potential future avenues of research should include a comparison of the microbiome in bulbar versus non-bulbar patients, to ascertain how bulbar dysfunction may affect both the oral and the intestinal microbiome.
Infections and antibiotic exposure
Infections are common in people with ALS, pneumonia being the most frequent, due to a combination of frequent aspiration, difficulty clearing secretions, and incomplete lung expansion.36 Gastrostomy tubes may also become infected37 and immobility may lead to pressure sores and skin infections.38 As such, people with ALS have more frequent exposure to antibiotics, which would impact the microbiome.39 Episodes of infection are a marker of poor prognosis in ALS, and pneumonia is often the cause of death.40–42 Infections could worsen the disease by a multitude of mechanisms, such as exacerbation of respiratory failure or promoting a hypercatabolic state. Nevertheless, it is possible that the effects of antibiotics on the microbiome in ALS could worsen prognosis. Future research directions could include evaluation of the microbiome before and after antibiotic therapy in ALS patients, and an attempt to re-institute the pre-antibiotic microbiome after antibiotic therapy in these patients.
Food supplements and replacements
When dysphagia progresses, most people with ALS opt for gastrostomy feeding.32 There are various liquid formulae available and it is unclear how these affect the microbiome. At earlier stages of the disease, many patients with ALS choose to take a variety of food supplements, vitamins, and minerals, despite lack of evidence of efficacy.43,44 Some of these may also impact the microbiome. Given the plethora of substances that people with ALS ingest in the absence of medical advice, it will be challenging to untangle this subject. That being said, it would be important to assess the relative effects of the various nutritional substitutes – those prescribed by nutritional consultants – on the microbiome.
Drugs
Riluzole and Edaravone are the only FDA-approved disease-modifying medications in ALS. Riluzole is absorbed via the GI tract, while Edaravone is given intravenously, but could still potentially affect the microbiome through the circulation. In addition, a variety of symptomatic treatments are frequency employed, which could all potentially affect the microbiome.32
GI function
Although ALS does not usually cause symptoms related to the autonomic nervous system, constipation is a frequent complaint in people with ALS.32 Indeed, gastrointestinal motor dysfunction – namely delayed gastric emptying and slowed colonic transit – are likely to be an under-recognized feature of ALS.45 Altered dietary habits, dehydration, and the effect of drugs may also contribute. Drugs with anticholinergic effects are often taken to decrease airway secretions and sialorrhea – these drugs affect GI motility, which could have a knock-on effect on the microbiome.
In addition, structural alterations have been demonstrated at the cellular level within the intestine of SOD1-Tg mice.9 The authors found increased permeability and leakiness, occurring together with decreased expression of junctional proteins. These changes were accompanied by accumulation of abnormal Paneth cells, which regulate innate immune responses, and shape the microbiome. They suggest these changes lead to systemic immune-dysregulation, thought to be an important pathogenic process in ALS.46
Other motor dysfunction
A general lack of movement can contribute to poor GI motility and constipation.32 Weakness of abdominal muscles can impair the process of fecal evacuation and contribute to constipation. As such, laxatives suppositories and enemas are frequently used, which can also alter the microbiome.47
Could known risk factors for ALS affect the microbiome?
Our mouse study provided evidence that the microbiome can influence the disease phenotype, but does not give any insight as to whether the microbiome could influence the development of ALS, per se.
In recent years there has been an explosion of genetic research providing insights into the pathogenesis of ALS at the molecular level. Some people with ALS have a family history and have a known pathogenic mutation (such as C9Orf72 or SOD1).2 More importantly, many people without a family history of ALS are found to have genetic alterations which are either know to or suspected of causing ALS.48,49 As such, a concerted effort is being made to delineate the variety of genetic factors that could potentially contribute to the disease.
Nevertheless, there are a number of epidemiological factors that seem to be associated with ALS that have established links with the microbiome. A number of vascular risk factors seem to be protective against the development of ALS;50 these include high BMI,51 type II diabetes,50 and dyslipidemia.52,53 Conversely, cigarette smoking increases the risk of ALS.54 All of these modifying factors have important interactions with the microbiome,55–60 which could be one mechanism via which these factors produce their effect, whether protective or conferring risk. Furthermore, people with high BMI or diabetes consume more non-calorific artificial sweeteners, which in turn produce changes within the microbiome.61,62 It is not clear how the genetic and environmental factors interplay; it has been suggested, for example, that a genetic pre-disposition to athleticism may predispose to ALS, in other words, the same genetic variants that allow high performance in athletics could predispose to ALS.1,63,64 It is also possible that some genetic ALS risk factors could be influencing the microbiome in a way that predisposes to ALS.
A large case–control study in Sweden found that patients with ALS were more likely to have received antibiotic prescriptions in the 8 y prior to diagnosis. The authors speculated that differences could be due to an altered microbiome.65 Unfortunately, no genetic data was presented in this study, as this could indicate whether dysbiosis could be triggering ALS onset in the genetically susceptible, or play a more central etiological role.
Potential future avenues of human research
Observational studies
A longitudinal study in pre-symptomatic ALS gene carriers would be a critical step to understanding the temporal relationship between microbiome alterations, and disease course. It is of particular importance to determine whether dysbiosis is occurring prior to symptom onset in human disease, as neurophysiological and neuropathological changes precede ALS symptom onset.1,66 We have initiated such a study in pre-symptomatic C9Orf72 gene carriers. Longitudinal studies in the broader ALS population, starting at diagnostic suspicion, would also be valuable in identifying changes occurring earlier in the disease.
Therapeutic interventions
Studying the microbiome in ALS may uncover metabolic changes affecting the disease process. Our study established that A. muciniphila increases NAM levels in the CSF of SOD1-Tg mice, and treating these mice with NAM improved motor function.21 Although it is tempting to extrapolate these changes to other progressive neurological conditions, current evidence in both humans and mice suggests otherwise; for example, Akkermansia species may be enriched in Alzheimer’s disease,9,67 Parkinson’s disease,68 and multiple sclerosis.69,70
In addition to therapeutic fecal microbiota transplantation trials in ALS, our findings also support metabolite-based treatment strategies, such as NAM supplementation.
Conclusion
The microbiome may be altered in ALS mice and can influence disease progression in this model. Some of these changes seem to be relevant to human disease. The mechanisms underlying these changes could involve an interplay between the microbiome, structural changes within the gut, gut-derived metabolites, and the immune system. We believe that interventional human studies are now warranted. Whether the microbiome could have an etiological role in ALS is an important avenue for further research.
Acknowledgments
We thank the members of the Elinav lab, and members of the DKFZ cancer-microbiome division for discussions, and apologize to authors whose work was not included due to space constraints. E.E. is supported by: Y. and R. Ungar; the Abisch Frenkel Foundation for the Promotion of Life Sciences; the Gurwin Family Fund for Scientific Research; the Leona M. and Harry B. Helmsley Charitable Trust; the Crown Endowment Fund for Immunological Research; the Else Kroener Fresenius Foundation; the estate of J. Gitlitz; the estate of L. Hershkovich; the Benoziyo Endowment Fund for the Advancement of Science; the Adelis Foundation; J. L. and V. Schwartz; A. and G. Markovitz; A. and C. Adelson; the French National Center for Scientific Research (CNRS); D. L. Schwarz; The V. R. Schwartz Research Fellow Chair; L. Steinberg; J. N. Halpern; A. Edelheit, and by grants funded by the European Research Council; the Israel Science Foundation; the Helmholtz Foundation E.E. is the Sir Marc & Lady Tania Feldmann Professorial Chair in Immunology, Weizmann Institute of Science, Israel, Director, Microbiome Research Division, DKFZ, Heidelberg, Germany, is a senior fellow, Canadian Institute of Advanced Research (CIFAR) and an international scholar, The Bill & Melinda Gates Foundation and Howard Hughes Medical Institute (HHMI).
Competing interests
E.E. is a paid consultant at DayTwo and BiomX. None of this work is related to, shared with or licensed to these or any other commercial entity. None of the other authors have competing interests related to this work.
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