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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
Age: 30-40Improves-1.77
Comorbid: Constipation and Diarrohea (not explosions)Improves-2.93
Comorbid: MigraineImproves-2.93
Condition: ME/CFS with IBSImproves-2.93
DePaul University Fatigue Questionnaire : Abdomen painImproves-2.93
DePaul University Fatigue Questionnaire : AllergiesImproves-3.16
DePaul University Fatigue Questionnaire : Anxiety/tensionImproves-3.64
DePaul University Fatigue Questionnaire : Chemical sensitivityImproves-2.93
DePaul University Fatigue Questionnaire : DepressionImproves-2.93
DePaul University Fatigue Questionnaire : Difficulty comprehending InformationImproves-2.93
DePaul University Fatigue Questionnaire : Difficulty falling asleepImproves-2.93
DePaul University Fatigue Questionnaire : Difficulty finding the right wordImproves-3.64
DePaul University Fatigue Questionnaire : Difficulty staying asleepImproves-2.93
DePaul University Fatigue Questionnaire : DizzinessImproves-2.93
DePaul University Fatigue Questionnaire : FatigueImproves-3.64
DePaul University Fatigue Questionnaire : Forgetting what you are trying to sayImproves-2.93
DePaul University Fatigue Questionnaire : Impaired Memory & concentrationImproves-3.16
DePaul University Fatigue Questionnaire : Racing heartImproves-2.93
DePaul University Fatigue Questionnaire : Unrefreshing Sleep, that is waking up feeling tired Improves-3.64
DePaul University Fatigue Questionnaire : Upset stomachImproves-2.93
DePaul University Fatigue Questionnaire : Walking up early in the morning (e.g. 3AM)Improves-3.16
Infection: Human Herpesvirus 6 (HHV6)Worsen1.75
Neurological-Vision: Blurred VisionWorsen2.93
Neurological: fasciculations Worsen3.16

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-2.75
Alzheimer's diseaseImproves-3.09
Ankylosing spondylitisImproves-3.16
Barrett esophagus cancerImproves-2.93
CarcinomaWorsen0
Celiac DiseaseWorsen1.75
COVID-19Worsen2.93
Crohn's DiseaseImproves-2.75
Graves' diseaseImproves-2.93
hypertension (High Blood PressureImproves-2.75
Inflammatory Bowel DiseaseWorsen1.77
Liver CirrhosisWorsen2.36
Long COVIDWorsen0
Multiple SclerosisWorsen3.8
ObesityImproves-3.87
Parkinson's DiseaseImproves-2.75
SchizophreniaWorsen2.75
Stress / posttraumatic stress disorderImproves-0.8
Type 2 DiabetesImproves-3.51
Ulcerative colitisWorsen3.02

Bacteria Impacted

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
Coriobacteriaceae family Decreases 📓 Source Study
Eggerthellaceae family Decreases 👪 Source Study
Adlercreutzia genus Decreases 📓 Source Study
Collinsella genus Decreases 👶 Source Study
Coriobacterium genus Decreases 👶 Source Study
Enorma genus Decreases 👶 Source Study
Parvibacter genus Decreases 👶 Source Study
Senegalimassilia genus Decreases 👶 Source Study
unclassified Coriobacteriaceae norank Decreases 👶 Source Study
Adlercreutzia equolifaciens species Decreases 👶 Source Study
Adlercreutzia sp. species Decreases 👶 Source Study

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This is an Academic site. It generates theoretical models of what may benefit a specific microbiome results.