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Citizen Science Infered Impact

We take what shifts this modifier is known to make and the shifts reported for a symptom. There are many bacteria involved. We sum all of the shifts (some positive and some negative) to estimate a predictor. Some bacteria may have greater impact (that information is not available in 99% of studies) so the estimate can be wrong in edge cases.

This is based on associations discovered from annotated 16s microbiome samples. See this post for more information.

SymptomImpactPredictor of Bacteria Shift
Comorbid-Mouth: Dry MouthWorsen2.74
Neuroendocrine: Feeling like you have a low temperatureWorsen2.74
Neurological: emotional overloadWorsen2.74
Neurological: fasciculations Worsen2.74
Neurological: High degree of Empathy before onsetWorsen2.74
Neurological: Short-term memory issuesWorsen2.74
Neurological: Spatial instability and disorientationWorsen2.74
Post-exertional malaise: GeneralWorsen2.74
Post-exertional malaise: Mentally tired after the slightest effortWorsen2.74
Post-exertional malaise: Physically drained or sick after mild activityWorsen2.74
Post-exertional malaise: Post-exertional malaiseWorsen2.74
Post-exertional malaise: Rapid cognitive fatigability, Worsen2.74
Post-exertional malaise: Worsening of symptoms after mild mental activityWorsen2.74

Published Science Infered Impact

We take what shifts this modifier is known to make and the shifts reported for a medical condition. There are many bacteria. We sum all of the shifts (some positive and some negative) to estimate a predictor. Some bacteria may have greater impact (that information is not available in 99% of studies) so the estimate can be wrong in edge cases.

This is according to the microbiome shifts reported in studies. Clinical studies may show different results

SymptomImpactPredictor of Bacteria Shift
AllergiesWorsen2.74
Amyotrophic lateral sclerosis (ALS) Motor NeuronWorsen2.74
Ankylosing spondylitisWorsen3.68
AsthmaWorsen2.74
AtherosclerosisImproves-2.92
AutismWorsen0
Brain TraumaImproves-2.74
Celiac DiseaseWorsen0
Crohn's DiseaseImproves-2.74
DepressionImproves-3.4
Graves' diseaseWorsen2.74
Histamine IssuesImproves-1.36
IgA nephropathy (IgAN)Improves-2.74
Irritable Bowel SyndromeImproves-3.4
Liver CirrhosisImproves-3.14
Mood DisordersImproves-2.74
ObesityImproves-2.74
Parkinson's DiseaseImproves-2.74
Rheumatoid arthritisImproves-2.44
RosaceaWorsen2.44
SchizophreniaWorsen2.74
Stress / posttraumatic stress disorderImproves-3.4
Type 2 DiabetesImproves-2.74
Ulcerative colitisWorsen2.44

Bacteria Impacted

Suggest a missed study:

We extend modifiers to include items that changes the parent and child taxa. I.e. for a species, that would be the genus that is belongs to and the strains in the species.

📓 - direct citation | 👪 - Impacts Parent Taxa | 👶 - Impacts Child Taxa | 🧙 - Inferred
Taxonomy Rank Effect Citations
Enterobacteriaceae family Decreases 📓 Source Study
Citrobacter genus Decreases 📓 Source Study
Atlantibacter genus Decreases 👪 Source Study
Biostraticola genus Decreases 👪 Source Study
Buttiauxella genus Decreases 👪 Source Study
Candidatus Ishikawaella genus Decreases 👪 Source Study
Cedecea genus Decreases 👪 Source Study
Gibbsiella genus Decreases 👪 Source Study
Kosakonia genus Decreases 👪 Source Study
Leclercia genus Decreases 👪 Source Study
Lelliottia genus Decreases 👪 Source Study
Limnobaculum genus Decreases 👪 Source Study
Metakosakonia genus Decreases 👪 Source Study
Moranella genus Decreases 👪 Source Study
Pluralibacter genus Decreases 👪 Source Study
Pseudescherichia genus Decreases 👪 Source Study
Raoultella genus Decreases 👪 Source Study
Riesia genus Decreases 👪 Source Study
Rosenbergiella genus Decreases 👪 Source Study
Shimwellia genus Decreases 👪 Source Study
Siccibacter genus Decreases 👪 Source Study
Yokenella genus Decreases 👪 Source Study
ATCC 51112 species Decreases 👪 Source Study
Citrobacter amalonaticus species Decreases 👪 Source Study
Citrobacter sp. species Decreases 👪 Source Study
Citrobacter sp. BW4 species Decreases 👪 Source Study
Citrobacter sp. HD4.9 species Decreases 👪 Source Study
JCM 1658 species Decreases 👪 Source Study

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