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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 MouthImproves-2.74
Neuroendocrine: Feeling like you have a low temperatureImproves-2.74
Neurological: emotional overloadImproves-2.74
Neurological: fasciculations Improves-2.74
Neurological: High degree of Empathy before onsetImproves-2.74
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: GeneralImproves-2.74
Post-exertional malaise: Mentally tired after the slightest effortImproves-2.74
Post-exertional malaise: Physically drained or sick after mild activityImproves-2.74
Post-exertional malaise: Post-exertional malaiseImproves-2.74
Post-exertional malaise: Rapid cognitive fatigability, Improves-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
AllergiesImproves-1.67
Amyotrophic lateral sclerosis (ALS) Motor NeuronImproves-2.74
Ankylosing spondylitisImproves-1.78
AsthmaImproves-2.74
AtherosclerosisWorsen3.52
AutismWorsen0
Brain TraumaWorsen2.74
CarcinomaWorsen2.41
Celiac DiseaseWorsen2.42
Chronic Kidney DiseaseWorsen2.41
Chronic urticaria (Hives)Worsen3.06
Colorectal CancerWorsen3.45
Crohn's DiseaseWorsen4.39
DepressionWorsen2.29
Generalized anxiety disorderWorsen3.45
Graves' diseaseImproves-2.74
Histamine IssuesWorsen2.65
IgA nephropathy (IgAN)Worsen2.74
Inflammatory Bowel DiseaseWorsen4.13
Irritable Bowel SyndromeWorsen4.11
Liver CirrhosisWorsen3.91
Mood DisordersWorsen2.74
neuropsychiatric disorders (PANDAS, PANS)Worsen2.42
ObesityWorsen3.24
OsteoporosisWorsen2.41
Parkinson's DiseaseWorsen2.74
PsoriasisWorsen2.42
SchizophreniaImproves-2.74
Sjögren syndromeWorsen2.41
Small Intestinal Bacterial Overgrowth (SIBO)Worsen3.07
Stress / posttraumatic stress disorderWorsen3.7
Type 2 DiabetesWorsen3.24
Ulcerative colitisWorsen3.07

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
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
Moranella genus Increases 👪 Source Study
Pluralibacter genus Increases 👪 Source Study
Pseudescherichia genus Increases 👪 Source Study
Raoultella genus Increases 👪 Source Study
Riesia 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 33110 species Increases 👪 Source Study
ATCC 35469 species Increases 👪 Source Study
Escherichia albertii species Increases 👪 Source Study
Escherichia citrophila (Asai et al. 1957) Asai et al. 1962 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 georgiana 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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