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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: 60-70Worsen1.88
Autism: Official DiagnosisWorsen3.21
Autonomic Manifestations: light-headednessImproves-1.67
Autonomic Manifestations: Orthostatic intoleranceImproves-1.79
Blood Type: O PositiveWorsen1.88
Comorbid-Mouth: Bruxism - Jaw cleanching / Teeth grindingWorsen1.88
Comorbid-Mouth: Dry MouthImproves-2.8
Comorbid-Mouth: TMJ / Dysfunction of the temporomandibular joint syndromeWorsen1.88
Comorbid: Constipation and Explosions (not diarrohea)Worsen1.88
Comorbid: High AnxietyWorsen1.88
Comorbid: Histamine or Mast Cell issuesWorsen1.88
Comorbid: HypothyroidismWorsen1.88
Comorbid: Multiple Chemical SensitivityImproves-2.9
Comorbid: Snoring (NOT Sleep ApneaWorsen1.88
DePaul University Fatigue Questionnaire : AllergiesWorsen1.78
DePaul University Fatigue Questionnaire : Unrefreshing Sleep, that is waking up feeling tired Worsen1.78
General: FatigueImproves-2.9
General: HeadachesWorsen1.88
General: Sinus issues with headachesWorsen1.88
Immune Manifestations: Abdominal PainWorsen1.88
Immune Manifestations: Alcohol IntolerantWorsen1.88
Immune Manifestations: ConstipationWorsen1.88
Infection: Human Herpesvirus 6 (HHV6)Worsen1.88
Joint: Stiffness and swellingWorsen1.88
Neurocognitive: Difficulty paying attention for a long period of timeWorsen1.88
Neurocognitive: Unable to focus vision and/or attentionWorsen1.88
Neuroendocrine Manifestations: Dry Eye (Sicca or Sjogren Syndrome)Improves-1.86
Neuroendocrine Manifestations: intolerance of extremes of heat and coldImproves-2.9
Neuroendocrine Manifestations: Muscle weakness Improves-3.51
Neuroendocrine Manifestations: subnormal body temperatureWorsen1.88
Neuroendocrine Manifestations: sweating episodesWorsen2.96
Neuroendocrine: Alcohol intoleranceWorsen1.88
Neuroendocrine: Feeling like you have a low temperatureImproves-3.11
Neuroendocrine: Lost or gained weight without tryingImproves-3.65
Neurological-Sleep: Sleep ApneaImproves-1.86
Neurological-Vision: inability to focus eye/visionWorsen1.88
Neurological-Vision: photophobia (Light Sensitivity)Worsen1.88
Neurological: Difficulty readingWorsen1.88
Neurological: Word-finding problemsImproves-1.79
Official Diagnosis: Allergic Rhinitis (Hay Fever)Worsen1.88
Official Diagnosis: Mast Cell DysfunctionWorsen1.88
Onset: 2010-2020Worsen1.88

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
AcneImproves-2.17
ADHDImproves-3.18
Allergic Rhinitis (Hay Fever)Improves-1.86
AllergiesWorsen3.53
Alzheimer's diseaseWorsen4.43
Amyotrophic lateral sclerosis (ALS) Motor NeuronWorsen3.55
Ankylosing spondylitisImproves-4.29
AsthmaImproves-3.16
AtherosclerosisImproves-3.59
AutismImproves-3.45
Barrett esophagus cancerImproves-3.07
Brain TraumaImproves-2.86
CarcinomaWorsen1.58
Celiac DiseaseImproves-4.29
Cerebral PalsyWorsen2.9
Chronic Fatigue SyndromeWorsen1.58
Chronic Kidney DiseaseWorsen2.63
Chronic Urticaria (Hives)Worsen2.92
Colorectal CancerWorsen2.84
Coronary artery disease Worsen1.67
Crohn's DiseaseImproves-3.53
DepressionImproves-3.43
EpilepsyImproves-2.54
Functional constipation / chronic idiopathic constipationWorsen2.91
GoutWorsen3.18
Graves' diseaseWorsen2.86
High Blood PressureWorsen3.29
Hyperlipidemia (High Blood Fats)Worsen2.73
IgA nephropathy (IgAN)Worsen2.71
Inflammatory Bowel DiseaseWorsen2.92
Irritable Bowel SyndromeWorsen3.69
Liver CirrhosisWorsen4.28
ME/CFS without IBSWorsen1.58
Metabolic SyndromeImproves-2.9
Multiple SclerosisWorsen4.59
Multiple system atrophy (MSA)Worsen2.9
neuropsychiatric disorders (PANDAS, PANS)Improves-2.91
Nonalcoholic Fatty Liver Disease (nafld) NonalcoholicWorsen2.42
ObesityImproves-3.22
OsteoporosisImproves-1.74
Parkinson's DiseaseWorsen5.22
PsoriasisWorsen4.06
rheumatoid arthritis (RA),Spondyloarthritis (SpA)Worsen1.85
SchizophreniaWorsen0.13
Stress / posttraumatic stress disorderWorsen4.05
Systemic Lupus ErythematosusImproves-1.79
Type 1 DiabetesWorsen2.86
Type 2 DiabetesImproves-3.68
Ulcerative colitisImproves-3.9

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
Mollicutes class Increases 📓 Source Study
Bacteroidaceae family Increases 📓 Source Study
Erysipelotrichaceae family Increases 📓 Source Study
Methanobacteriaceae family Increases 📓 Source Study
Prevotellaceae family Increases 📓 Source Study
Sutterellaceae family Increases 📓 Source Study
Verrucomicrobiaceae family Increases 📓 Source Study
Absiella genus Increases 👪 Source Study
Alloprevotella genus Increases 👪 Source Study
Anaerorhabdus genus Increases 👪 Source Study
Brevifollis genus Increases 👪 Source Study
Bulleidia genus Increases 👪 Source Study
Candidatus Stoquefichus genus Increases 👪 Source Study
Catenibacterium genus Increases 👪 Source Study
Catenisphaera genus Increases 👪 Source Study
Coprobacillus genus Increases 👪 Source Study
Dielma genus Increases 👪 Source Study
Duodenibacillus genus Increases 👪 Source Study
Eggerthia genus Increases 👪 Source Study
Erysipelatoclostridium genus Increases 👪 Source Study
Erysipelothrix genus Increases 👪 Source Study
Faecalibaculum genus Increases 👪 Source Study
Faecalicoccus genus Increases 👪 Source Study
Faecalitalea genus Increases 👪 Source Study
Haloferula genus Increases 👪 Source Study
Holdemanella genus Increases 👪 Source Study
Ileibacterium genus Increases 👪 Source Study
Kandleria genus Increases 👪 Source Study
Luteolibacter genus Increases 👪 Source Study
Massiliomicrobiota genus Increases 👪 Source Study
Massiliprevotella genus Increases 👪 Source Study
Mediterranea genus Increases 👪 Source Study
Merdibacter genus Increases 👪 Source Study
Metaprevotella genus Increases 👪 Source Study
Methanosphaera genus Increases 👪 Source Study
Paraprevotella genus Increases 👪 Source Study
Persicirhabdus genus Increases 👪 Source Study
Prevotellamassilia genus Increases 👪 Source Study
Prosthecobacter genus Increases 👪 Source Study
Roseimicrobium genus Increases 👪 Source Study
Solobacterium genus Increases 👪 Source Study
Traorella genus Increases 👪 Source Study
Turicimonas genus Increases 👪 Source Study
unclassified Erysipelotrichaceae genus Increases 👪 Source Study
Verrucomicrobium genus Increases 👪 Source Study
Akkermansia genus Increases 📓 Source Study
Bacteroides genus Increases 📓 Source Study
Methanobrevibacter genus Increases 📓 Source Study
Sutterella genus Increases 📓 Source Study
Akkermansia glycaniphila species Increases 👪 Source Study
Akkermansia sp. species Increases 👪 Source Study
Bacteroides caecimuris species Increases 👪 Source Study
Bacteroides coprosuis species Increases 👪 Source Study
Bacteroides faecichinchillae species Increases 👪 Source Study
Bacteroides galacturonicus species Increases 👪 Source Study
Bacteroides heparinolyticus species Increases 👪 Source Study
Bacteroides mediterraneensis species Increases 👪 Source Study
Bacteroides sp. 1_1_14 species Increases 👪 Source Study
Bacteroides sp. 1_1_30 species Increases 👪 Source Study
Bacteroides sp. 1B2 species Increases 👪 Source Study
Bacteroides sp. 2_1_22 species Increases 👪 Source Study
Bacteroides sp. 2_1_33B species Increases 👪 Source Study
Bacteroides sp. 2011_Ileo_VSA_D11 species Increases 👪 Source Study
Bacteroides sp. 2011_Ileo_VSA_D8 species Increases 👪 Source Study
Bacteroides sp. 265d species Increases 👪 Source Study
Bacteroides sp. 3_1_19 species Increases 👪 Source Study
Bacteroides sp. 3_1_33FAA species Increases 👪 Source Study
Bacteroides sp. 3_2_5 species Increases 👪 Source Study
Bacteroides sp. 314-4 species Increases 👪 Source Study
Bacteroides sp. 31SF18 species Increases 👪 Source Study
Bacteroides sp. 35BE34 species Increases 👪 Source Study
Bacteroides sp. 35BE35 species Increases 👪 Source Study
Bacteroides sp. 4_3_47FAA species Increases 👪 Source Study
Bacteroides sp. 6-8 species Increases 👪 Source Study
Bacteroides sp. 7853 species Increases 👪 Source Study
Bacteroides sp. 9_1_42FAA species Increases 👪 Source Study
Bacteroides sp. A1C1 species Increases 👪 Source Study
Bacteroides sp. baku-33 species Increases 👪 Source Study
Bacteroides sp. BLBE-2 species Increases 👪 Source Study
Bacteroides sp. C13EG172 species Increases 👪 Source Study
Bacteroides sp. D1 species Increases 👪 Source Study
Bacteroides sp. D2 species Increases 👪 Source Study
Bacteroides sp. D8 species Increases 👪 Source Study
Bacteroides sp. dnLKV2 species Increases 👪 Source Study
Bacteroides sp. dnLKV7 species Increases 👪 Source Study
Bacteroides sp. ES-27 species Increases 👪 Source Study
Bacteroides sp. HGA0134 species Increases 👪 Source Study
Bacteroides sp. MANG species Increases 👪 Source Study
Bacteroides sp. R6 species Increases 👪 Source Study
Bacteroides sp. S-18 species Increases 👪 Source Study
Bacteroides sp. Smarlab 3302398 species Increases 👪 Source Study
Bacteroides sp. UW species Increases 👪 Source Study
Bacteroides sp. WA1 species Increases 👪 Source Study
Bacteroides sp. WH2 species Increases 👪 Source Study
Bacteroides zoogleoformans species Increases 👪 Source Study
Candidatus Bacteroides periocalifornicus species Increases 👪 Source Study
DSM 106861 species Increases 👪 Source Study
environmental samples species Increases 👪 Source Study
Methanobacterium species Increases 👪 Source Study
Methanobrevibacter filiformis species Increases 👪 Source Study
Methanobrevibacter oralis species Increases 👪 Source Study
Methanobrevibacter sp. species Increases 👪 Source Study
Methanobrevibacter sp. 110 species Increases 👪 Source Study
Methanobrevibacter woesei species Increases 👪 Source Study
Sutterella parvirubra species Increases 👪 Source Study
Sutterella sp. species Increases 👪 Source Study
Sutterella sp. 252 species Increases 👪 Source Study
Sutterella sp. YIT 12072 species Increases 👪 Source Study
Sutterella stercoricanis species Increases 👪 Source Study
Sutterella wadsworthensis species Increases 👪 Source Study

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