Special Studies: General ME/CFS

There are 3 choices for Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) to annotate samples.

  • ME/CFS (i.e. not sure if they have or do not have IBS)
  • ME/CFS with IBS
  • ME/CFS without IBS

We are going to combine those together to look for commonality and if it reaches our threshold for inclusion as defined in A new specialized selection of suggestions links. It does, but the degree of association (z-scores) are lower than with ME/CFS with/without IBS. This is expected because mixing conditions typically results in a more divergent microbiome population thus the scope of treatment increases.

For those with 16s Samples

REMEMBER: When you upload your 16s samples to add symptoms! It is how we get these special studies that appear to get a lot more results than published studies.

Study Populations:

SymptomReferenceStudy
Chronic Fatigue Syndrome (CFS/ME)1018159
  • Bacteria Detected with z-score > 2.6: found 174 items, highest value was 6.6
  • Enzymes Detected with z-score > 2.6: found 148 items, highest value was 4.5
  • Compound Detected with z-score > 2.6: found 6 items, highest value was 3.1

The highest z-scores above are lower than other symptoms despite bigger sample size. It was interesting to see that some compounds reached significance (likely due to the much larger sample size)

Interesting Significant Bacteria

All bacteria found significant had too low levels. Many Bifidobacterium species are significant as well as low Prevotella copri which appears on special studies on many co-morbid symptoms. The good news, is that there is work ongoing to produce a prevotella copri probiotic.

We do see a few overgrowth These are seen only in some subsets.

  • Cetobacterium (genus)
  • Bacteroides rodentium (species)
  • Fusobacteriaceae (family)
  • Anaerolineae (class)
  • Fusobacteria (phylum)
BacteriaReference MeanStudyZ-Score
Bifidobacterium catenulatum subsp. kashiwanohense (subspecies)330616.6
Bifidobacterium cuniculi (species)83265.7
Tenacibaculum (genus)28105.5
Shuttleworthia (genus)2961005.3
Bifidobacterium gallicum (species)39469375.3
Prevotella copri (species)69586219055.2
Sporolactobacillus (genus)181645.2
Sporolactobacillus putidus (species)181645.2
Sporolactobacillaceae (family)179645.1
Veillonella (genus)411724095
Nitrosomonadales (order)61364.7
Clostridium chartatabidum (species)319704.6

Interesting Enzymes

Most enzymes found significant had too low levels. A few were higher, the tip ones were connected to ferredoxin. This implies over reduction of the enzyme NADP+ reductase. I suspect that this may impact hemoglobin (what carries oxygen in the blood), and reduces it’s ability to carry oxygen — thus producing fatigue.

  • CoB,CoM,ferredoxin:H2 oxidoreductase (1.8.98.5)
  • CoB,CoM:ferredoxin oxidoreductase (1.8.7.3)
  • CoB,CoM,ferredoxin:coenzyme F420 oxidoreductase (1.8.98.4)
  • coenzyme B,coenzyme M,ferredoxin:formate oxidoreductase (1.8.98.6)
EnzymeReference MeanStudy MeanZ-Score
6-amino-6-deoxyfutalosine deaminase (3.5.4.40)17867664.5
chorismate hydro-lyase (3-[(1-carboxyvinyl)oxy]benzoate-forming) (4.2.1.151)17627614.5
S-adenosyl-L-methionine:3-[(1-carboxyvinyl)-oxy]benzoate adenosyltransferase (HCO3–hydrolysing, 6-amino-6-deoxyfutalosine-forming) (2.5.1.120)17307524.5
dehypoxanthine futalosine:S-adenosyl-L-methionine oxidoreductase (cyclizing) (1.21.98.1)17207534.5
hydrogen-sulfide:flavocytochrome c oxidoreductase (1.8.2.3)12693024.1
[SoxY protein]-S-sulfosulfanyl-L-cysteine sulfohydrolase (3.1.6.20)12903144.1
CTP:5,7-diacetamido-3,5,7,9-tetradeoxy-L-glycero-alpha-L-manno-nonulosonic acid cytidylyltransferase (2.7.7.81)12343154

Interesting Compounds

Compounds are computed from the amount produced – amount consumed by the bacteria (hence we can get negative numbers).

NamesReference MeanStudy MeanZ-Score
Glutarate (C00489)20968703.1
Prokaryotic ubiquitin-like protein (C21177)22452.9
[L-Glutamate:ammonia ligase (ADP-forming)] (C01281)527912.7
Adenylyl-[L-glutamate:ammonia ligase (ADP-forming)] (C01299)527912.7
4-Amino-5-aminomethyl-2-methylpyrimidine (C20267)-23607-16191-2.7
D-Mannitol 1-phosphate (C00644)18249114782.6

This agrees with the research (suggesting that this model is working)

As well as social media

Bottom Line

It is unclear if glutamine or glutamate supplement will immediately help (See Role of dietary modification in alleviating chronic fatigue syndrome symptoms: a systematic review, [2017]). In my old blog post on Glutamine (also in 2017) I wrote “The available evidence suggests that glutamine supplementation may worsen the shift of bacteria seen in CFS/FM/IBS”.

In terms of the model, glutamate is likely to help normalize the gut overtime. I would still hesitate with glutamine.

In terms of probiotics, Bifidobacterium probiotics and likely Clostridium butyricum (miyarisan) are the best candidates based on the shortage of bacteria. Only one Lactobacillus probiotic should be considered:  Lactobacillus Bulgaricus, but it is a very weak suggestion.

Remember, the purpose of these studies is to identify items to be investigated (ideally by others). The data for microbiome manipulation is incorporated in the AI Suggestions algorithm on Microbiome Prescription.

If you do not have a 16s sample (which will result in better suggestions), you can use the generic a priori suggestions linked to below.

https://microbiomeprescription.com/Library/CitizenScience