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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
Neuroendocrine: Feeling like you have a low temperatureImproves-2.74
Neurological: emotional overloadImproves-2.74
Neurological: Executive Decision Making (Difficulty making)Improves-2.42
Neurological: fasciculations Improves-2.74
Neurological: High degree of Empathy before onsetImproves-2.74
Neurological: Impairment of concentrationImproves-2.42
Neurological: Short-term memory issuesImproves-2.74
Neurological: Spatial instability and disorientationImproves-2.74
Onset: less than 02 years since onsetImproves-2.74
Post-exertional malaise: Worsening of symptoms after mild mental activityImproves-2.74

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
AcneWorsen2.42
Allergic Rhinitis (Hay Fever)Worsen2.41
AllergiesImproves-1.67
Amyotrophic lateral sclerosis (ALS) Motor NeuronWorsen2.41
Ankylosing spondylitisImproves-1.78
AsthmaWorsen0
AtherosclerosisWorsen3.52
AutismImproves-2.41
Bipolar DisorderWorsen2.41
Brain TraumaWorsen2.74
CarcinomaWorsen2.41
Celiac DiseaseWorsen2.42
Chronic Kidney DiseaseWorsen2.41
Chronic LymeWorsen2.74
Chronic Urticaria (Hives)Worsen3.06
Colorectal CancerWorsen3.45
COVID-19Worsen3.24
Crohn's DiseaseWorsen4.39
DepressionWorsen2.29
EczemaWorsen4
Generalized anxiety disorderWorsen3.45
Graves' diseaseImproves-2.74
Histamine IssuesWorsen2.65
IgA nephropathy (IgAN)Worsen2.74
Inflammatory Bowel DiseaseWorsen4.28
Irritable Bowel SyndromeWorsen4.11
Liver CirrhosisWorsen3.91
Mood DisordersWorsen2.74
neuropsychiatric disorders (PANDAS, PANS)Worsen2.42
Nonalcoholic Fatty Liver Disease (nafld) NonalcoholicWorsen4.17
ObesityWorsen3.24
OsteoarthritisWorsen2.41
OsteoporosisWorsen2.41
Parkinson's DiseaseWorsen3.54
PsoriasisWorsen2.42
rheumatoid arthritis (RA),Spondyloarthritis (SpA)Worsen3.24
SchizophreniaImproves-2.74
Sjögren syndromeWorsen2.41
Small Intestinal Bacterial Overgrowth (SIBO)Worsen3.07
Stress / posttraumatic stress disorderWorsen3.92
Systemic Lupus ErythematosusWorsen3.24
Type 1 DiabetesWorsen2.41
Type 2 DiabetesWorsen4.02
Ulcerative colitisWorsen4.03

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 Increases 📓 Source Study
Enterobacteriaceae family Increases 📓 Source Study
Atlantibacter genus Increases 👪 Source Study
Biostraticola genus Increases 👪 Source Study
Buttiauxella genus Increases 👪 Source Study
Candidatus Ishikawaella genus Increases 👪 Source Study
Candidatus Moranella genus Increases 👪 Source Study
Candidatus Riesia genus Increases 👪 Source Study
Cedecea genus Increases 👪 Source Study
Gibbsiella genus Increases 👪 Source Study
Kosakonia genus Increases 👪 Source Study
Leclercia genus Increases 👪 Source Study
Lelliottia genus Increases 👪 Source Study
Limnobaculum genus Increases 👪 Source Study
Metakosakonia genus Increases 👪 Source Study
Pluralibacter genus Increases 👪 Source Study
Pseudescherichia genus Increases 👪 Source Study
Raoultella genus Increases 👪 Source Study
Rosenbergiella genus Increases 👪 Source Study
Shimwellia genus Increases 👪 Source Study
Siccibacter genus Increases 👪 Source Study
Yokenella genus Increases 👪 Source Study
Escherichia genus Increases 📓 Source Study
Escherichia genus Increases 📓 Source Study
Kluyvera genus Increases 📓 Source Study
Kluyvera genus Increases 📓 Source Study
Escherichia coli Biovare species Decreases 📓 Source Study
Escherichia coli Biovare species Decreases 📓 Source Study
ATCC 35469 species Increases 👪 Source Study
Escherichia albertii species Increases 👪 Source Study
Escherichia coli Biovare species Increases 👪 Source Study
Escherichia marmotae species Increases 👪 Source Study
Escherichia sp. species Increases 👪 Source Study
Escherichia sp. 1_1_43 species Increases 👪 Source Study
Escherichia sp. 4_1_40B species Increases 👪 Source Study
Kluyvera ascorbata species Increases 👪 Source Study
Kluyvera cryocrescens species Increases 👪 Source Study
Kluyvera georgiana species Increases 👪 Source Study
Kluyvera intermedia species Increases 👪 Source Study
Kluyvera sp. SR5.1 species Increases 👪 Source Study
Escherichia coli species Increases 📓 Source Study
Escherichia coli species Increases 📓 Source Study

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