Major Refactor is ready for testing and comments

The analysis site for 16s microbiome results (ubiome, thryve, etc) http://microbiomeprescription.com/ has been revised to improve usability and to give more options.

Sample Selection Page

This has been de-cluttered

s1

Ability To Edit some Meta Data

Clicking on Edit or Remove a sample.

  • Some Json files did not include a date, so you may manually correct it.
  • There are a few non-US medical professionals who uses this site, so support for adding a person name
  • I have had requests to remove samples — this makes it easy to do. You must enter the email as a validation step (to stop accidental removals)

s13

New Analysis Page

This page is rich in options, but to get there you must have selected a specific gut sample. If you uploaded ear samples, this page will not be available.

s3

Informational Reports

Microbiome Tree

This shows the hierarchy of bacteria you have with the ration to the reference range. High values are in Red.  This allows you to see exactly where shifts are happening.  For example we see Veillonellaceae are high — but this is because two specific genus are high in this family.

s4

Species

Your species are usually not shown on the ubiome report but is in the data. This lists the species. Each species is hyperlink to information on modifiers.

s5

Example of a report

s6

Contribute More Information

This allows you to add additional information — symptoms when you did your sample, the KEGG information from ubiome reports.

Experimental Analysis

This is experimental — it has resulted in some strong associations with the symptom explorers.

Suggestions

People can argue endlessly about what is significant or insignificant. To save the arguments, I give 4 different ways to evaluate deviations. I have done the 4 options on the same data below.

When you click thru you will see suggestions with the new filtering options:

Simple High Low

s7

Count Above or Below

So an item that is a little high or low is not given as much weight as an item that is very high or low.

s8

Log of Count

As above, but by taking the log, the severe impacts are scaled down.

s9

Simple Count with Rare Bacteria deemed to be Highs

For rare bacteria, we often do not know if it is bad or good. We assume that it may be bad.

s10

Suggestions Filter

The filter has been updated to give better control (less noise) of suggestions. The default values are expected to work for most people.

s11

Condition Profiles

This is informational and definitely not diagnostic. When you click on one, you will see how well your shift matches those reported in studies.

s12

Bottom Line

I suspect that there are bugs, so please email me at ken/at/lassesen/dot/com when you find them. I have taken the next three days off to respond to bugs quickly.

Updated Filtering of Suggestions

I have updated the general labs filters (and should have the microbiome 16S filter added in the next few days).

When you enter data from any of these labs:

You will be taken to an updated suggestions page with improved filters. The new Modifier Type allows you to reduce the noise in the reports.

Update

I would like to thank the readers who gave me feedback on how to improve it while satisfying individual needs.

 

Ubiome has changed their JSON format

I will be adapting the program to handle both old and new format over this coming weekend. Uploads of new ubiome JSON may fail. Feel free to email me the JSON as test files ( Ken /at/ Lassesen /dot/ com)

New Format

{
“taxon”: 2,
“parent”: 131567,
“count”: 49325,
“count_norm”: 36.7351,
“tax_name”: “Bacteria”,
“tax_rank”: “superkingdom”,
“tax_group_name”: null,
“superkingdom”: “Bacteria”
},

Old Format

{
“taxon”: 2,
“parent”: 131567,
“count”: 89244,
“count_norm”: 1000000,
“tax_name”: “Bacteria”,
“tax_rank”: “superkingdom”
},

Biohacking Night Sweats

If you read my earlier post,  An Experience resolving hypersomnia and unrefreshing sleep you will know that I slipped out of remission for myalgic Encephalomyelitis/chronic fatigue syndrome. I was a “light” relapse which I have been fortunate in keeping short by being aggressive using my model.

One of the last symptoms has been night sweats. My body will sweat and overheat that it woke me mid-sleep and I needed to remove all blankets etc.

One of my reader posted that he had them too, but by following the methylation protocols developed by dear departed friend, Rich Van Konynenburg  they stopped after 2 months.

Some postings about Rich’s work:

As happenstance should happen, I tried a simple experiment boosting Vitamin B intake, namely what I happen to have on hand:

  • Niacin (regular – flushing) to 1500 mg/day — important to have lab tests  to verify you can handle that much.
  • Vitamin B1  1200 mg/day

Fortunately, I had a complete lab workup done recently, and had gotten MD permission in the past.

Why increase B-vitamins, well, methylation protocols use methylated B-Vitamins AND I had recently started to notice B vitamins showing up more and more in my suggestions.

Vitamin B1 Impact

http://microbiomeprescription.com/Library/Modifier?mid1=51

Taxonomy Rank Effect More Info
Acidaminococcaceae family Decreases Bacteria also modified by
Bacteroidaceae family Decreases Bacteria also modified by
Bifidobacteriaceae family Decreases Bacteria also modified by
Christensenellaceae family Decreases Bacteria also modified by
Clostridiaceae family Decreases Bacteria also modified by
Coriobacteriaceae family Decreases Bacteria also modified by
Desulfovibrionaceae family Decreases Bacteria also modified by
Enterobacteriaceae family Decreases Bacteria also modified by
Eubacteriaceae family Decreases Bacteria also modified by
Fusobacteriaceae family Decreases Bacteria also modified by
Lachnospiraceae family Decreases Bacteria also modified by
Peptostreptococcaceae family Decreases Bacteria also modified by
Porphyromonadaceae family Decreases Bacteria also modified by
Prevotellaceae family Decreases Bacteria also modified by
Ruminococcaceae family Decreases Bacteria also modified by
Streptococcaceae family Decreases Bacteria also modified by
Veillonellaceae family Decreases Bacteria also modified by
Verrucomicrobiaceae family Decreases Bacteria also modified by

Genus and strains are also listed on that link.

Niacin Impact

http://microbiomeprescription.com/Library/Modifier?mid1=56

Taxonomy Rank Effect More Info
Acidaminococcaceae family Increases Bacteria also modified by
Bacteroidaceae family Decreases Bacteria also modified by
Bifidobacteriaceae family Decreases Bacteria also modified by
Clostridiaceae family Decreases Bacteria also modified by
Coriobacteriaceae family Decreases Bacteria also modified by
Desulfovibrionaceae family Decreases Bacteria also modified by
Enterobacteriaceae family Decreases Bacteria also modified by
Eubacteriaceae family Decreases Bacteria also modified by
Fusobacteriaceae family Decreases Bacteria also modified by
Lachnospiraceae family Decreases Bacteria also modified by
Peptostreptococcaceae family Decreases Bacteria also modified by
Porphyromonadaceae family Decreases Bacteria also modified by
Prevotellaceae family Decreases Bacteria also modified by
Ruminococcaceae family Increases Bacteria also modified by
Streptococcaceae family Decreases Bacteria also modified by
Veillonellaceae family Decreases Bacteria also modified by
Verrucomicrobiaceae family Decreases Bacteria also modified by

Genus and strains are also listed on that link.

Outcomes

Within a day, the severity of the night sweats decreased. Today, just a few days later, I awoke with none and an uninterrupted sleep. I do have to endure a few niacin flushes but that is fine given the consequences. Since this appears to be a microbiome shift that is being corrected, I intend to keep on these vitamins for 3 more weeks.

Some visuals from my Pebble watch

sleep1Sleep2

A surprise that B-Vitamins in sufficient dosage could be an effective microbiome modifier (antibiotic effectively).

Note: I have been told my medical professional that lab results should be good before taking these levels of B-vitamins. Please check with your medical professional.

This is an education post to facilitate discussing this approach with your medical professionals. It is not medical advice for the treatment of any medical condition. Always consult with your medical professional before doing any  changes of diet, supplements or activity. Some items cites may interfere with prescription medicines.

A decision chart for biohacking M.E. et al

A reader wrote:

“I’m a fellow CFS person and I’ve spent the morning reading your excellent blog. You have an impressive ability to think through massively complex information!

I sadly do not, and have brain fog to boot! I understand you are not giving out medical advice on the internet, and that you’re remiss to suggest a “one size fits most” template, but I’d like to take some of these suggestions to my doctor next week. 
I’ve gotten a little lost on the site…it seems like your ideas have revised over time. There seem to be a couple different protocols (the first pass, second pass, etc. one, the Ameliorate/Populate/Destroy, and then the one that starts “Replace the Metabolites…” I’m curious which one is the most current? “
To answer this question, I thought that a decision tree may help people — initial target audience is for myalgic encephalomyelitis/chronic fatigue syndrome  and co-morbid conditions with ME/CFS, such as those listed below from 2001 study,2013 study, etc
  • Irritable Bowel Syndrome
  • Fibromyalgia
  • Multiple chemical sensitivities
  • Temporomandibular disorder
  • Interstitial cystitis
  • Postconcussion syndrome
  • Tension headache
  • Sleep disorders

  • Depression
  • Anxiety disorder
  • Mood disorder
  • Hashimoto’s Disease
  • Sjögren’s Syndrome
  • Lupus
  • Orthostatic Intolerance and Postural Orthostatic Tachycardia Syndrome

There are many other autoimmune conditions which are looking more and more like a microbiome dysfunction is a major source of symptoms.

The simplest evidence that the root cause is a persistent microbiome dysfunction comes from dozen of reports of immediate remission from symptoms after a fecal matter transplant — unfortunately, many find that the symptoms returned in 2- 6 months. The bacteria consortium causing the symptoms were able to re-establish themselves. The unresolved challenge is how to stop this bacteria consortium.

High Level Process

Flow1
For ME/CFS see this post It assumes no testing and that the diagnosis of ME/CFS is correct.
For IBS see IBS Probiotics. Since IBS and ME/CFS is often comorbid, see above too.

Which Lab?

The analysis site will work with any lab results reporting on bacteria. The main difference is simple:

  • Manual entry of perhaps 1-2 dozen bacteria (see non 16S lab tests for current supported tests). Often people have already had one done by their medical professional.
  • Upload a file from a 16S lab report with 300-1200 bacteria detailed with actual counts. The two main players report similar results but with one difference:
    • uBiome is currently slow for turnaround to get your results back, but it is cheap (< $90)
    • thryve has recently come down considerably in price, now $99– with an alleged two week turn around
    • Your location in the world may be a factor (i.e. where they will ship to).
    • In Australia, there is a new testing firm: https://www.microba.com/

I am a statistician by  training and for part of my career. More data is better!

Treatment Pattern

flow2

Supplements: Vitamins and Minerals

If we assume that various good bacteria are diminished or gone, then the metabolites (chemicals) that they produce are no longer being produced in the same amount as before. The absence of these metabolites will cascade through the body systems. So the first item is usually supplementation with the chemicals (i.e. vitamins) that are diminished. For CFS, we have a pretty good idea because the typical decrease of bacteria seen and the vitamin supplements that help are a match up! For other conditions, there is much greater uncertainty.

My suggestion of thumb — if you are not at the median (50%ile) for a level, supplement to get up to the 50%ile — that is half the population have at least this level! There should be no clear risk of increasing to this level. 

  • Your MD will likely say “no need, you are not deficient!”, Your response should be “Is there any known harm caused by increasing it to the average value?”

For items like Vitamin D, my personal goal is the 90%ile because the western population as a whole has been found to be deficient in vitamin D (so the lab norms are shifted low) — a consequence of not working outside like our ancestors did!

Bad Cop/Good Cop to the bacteria foes!

This is not quite correct, but it is a nice expression. The concept follow the Ricketessia protocol that originated with the Pasteur Institute for Tropical Diseases. This was revived for treating ME/CFS by Dr. Cecile Jadin, a surgeon and an artist/painter. The process consists of antibacterials/antivirals for 7-10 days followed by a break. My own variation on it is 7-10 days of antibacterials/antivirals followed by 7-14 of appropriate probiotics (which depends on your microbiome profile). To illustrate both points:

You may want to ask why antivirals are included? In the case of ME/CFS there is considerable evidence that some diminished metabolites allowed reactivation of prior viral infections. If the virus happens to be EBV, this can then result in a false-positive result for Lyme disease. Diminished metabolites cascades into many secondary effect which can become red herrings for the root cause.

Changing your diet — but not following a canned diet!

Certain types of diets have impact on the microbiome. The unfortunate aspect of diets is that they are very complex creatures that interact with a complex microbiome — making things really hard to deal with specific shifts.

The http://microbiomeprescription.com/ suggestions include specific herbs, spices and foods from many studies. It also include results from certain diet types. The problem is that a diet type is often poorly defined and may be implemented differently in Italy than in Florida, but both have the same name!

The bottom line may be a “mediterranean style diet without olives or olive oil, no walnuts but with …. ”

This may be a twelve step program for some…

That is, the cycle of {16S microbiome testing, antibacterials, probiotics, prebiotics, diet changes} may have to happen many times. Each cycle may alter the microbiome  to a new place that will need to be altered again.

Bottom Line– the Half Solutions..

Twice in the past week I have gotten emails from people who had been trying to increase their E.Coli with E.Coli probiotics (Mutaflor or Symbioflor-2). Their lab results have been showing that the E.Coli levels kept decreasing!!!!  They discovered by looking at this blog and the microbiome prescription site that their common sense taking of lots of Lactobacillus and Bifidobacterium probiotics was the likely cause — these are hostile to E.Coli… ooops

Yes, there is complexities — there are foods, herbs, probiotics etc that are to be avoided. It is not just a take A to improve, but also, avoid taking X,Y and Z at the same time (where X,Y, and Z may be a part of your regular diet! items that you may have a quasi-religious belief are good for you)

This is not guarantee to work — it is a logical model based on existing studies and technically low quality, small sample size, vague studies. It is the best that we have to work with — so until a better model with supporting data comes along, it is worth exploring.

This is an education post to facilitate discussing this approach with your medical professionals. It is not medical advice for the treatment of any medical condition. Always consult with your medical professional before doing any  changes of diet, supplements or activity. Some items cites may interfere with prescription medicines.