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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: 0-10Improves-3.56
Age: 20-30Worsen2.76
Autonomic Manifestations: Orthostatic intoleranceWorsen1.79
Condition: ME/CFS with IBSWorsen0
DePaul University Fatigue Questionnaire : AllergiesWorsen0
DePaul University Fatigue Questionnaire : Anxiety/tensionWorsen2.76
DePaul University Fatigue Questionnaire : DepressionWorsen0
DePaul University Fatigue Questionnaire : Difficulty falling asleepImproves-1.79
DePaul University Fatigue Questionnaire : Difficulty finding the right wordWorsen0
DePaul University Fatigue Questionnaire : FatigueWorsen0
DePaul University Fatigue Questionnaire : Forgetting what you are trying to sayWorsen0
DePaul University Fatigue Questionnaire : Walking up early in the morning (e.g. 3AM)Worsen0
Neuroendocrine: Feeling like you have a low temperatureWorsen1.79
Neuroendocrine: Lost or gained weight without tryingWorsen1.79
Neurological-Sleep: Chaotic diurnal sleep rhythms (Erratic Sleep)Worsen2.88
Neurological: Slowed speechWorsen2.76
Neurological: Word-finding problemsWorsen1.79
Post-exertional malaise: Mentally tired after the slightest effortWorsen3.56
Post-exertional malaise: Physically drained or sick after mild activityWorsen2.9
Sleep: Unrefreshed sleepWorsen2.88

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-3.94
ADHDWorsen4.78
Allergic Rhinitis (Hay Fever)Improves-3.49
AllergiesWorsen2.49
Alzheimer's diseaseWorsen1.7
Amyotrophic lateral sclerosis (ALS) Motor NeuronWorsen2.9
Ankylosing spondylitisImproves-2.18
AsthmaImproves-0.29
AtherosclerosisWorsen3.54
AutismImproves-2.12
Barrett esophagus cancerWorsen1.46
Bipolar DisorderImproves-2.76
Brain TraumaWorsen3.9
CarcinomaImproves-2.76
Celiac DiseaseImproves-3.15
Cerebral PalsyWorsen2.88
Chronic Fatigue SyndromeImproves-4.19
Chronic Kidney DiseaseImproves-2.6
Chronic Urticaria (Hives)Worsen2.76
Colorectal CancerImproves-3.99
Coronary artery disease Improves-2.76
Crohn's DiseaseWorsen3.85
DepressionWorsen2.7
EczemaImproves-3.95
EpilepsyImproves-1.12
FibromyalgiaImproves-3.55
Functional constipation / chronic idiopathic constipationWorsen3.49
gallstone disease (gsd)Improves-3.13
Gastroesophageal reflux disease (Gerd) including Barrett's esophagusImproves-1.46
Graves' diseaseImproves-3.48
Hashimoto's thyroiditisImproves-2.99
High Blood PressureWorsen2.14
Histamine IssuesWorsen1.84
Histamine Issues From UbiomeWorsen0
hypercholesterolemia (High Cholesterol)Improves-2.76
Hyperlipidemia (High Blood Fats)Worsen2.88
IgA nephropathy (IgAN)Improves-1.12
Inflammatory Bowel DiseaseImproves-3.42
InsomniaWorsen2.76
Irritable Bowel SyndromeImproves-4.94
Liver CirrhosisImproves-4.1
ME/CFS with IBSImproves-2.88
ME/CFS without IBSImproves-2.88
Multiple SclerosisWorsen4.51
Multiple system atrophy (MSA)Improves-2.88
Nonalcoholic Fatty Liver Disease (nafld) NonalcoholicImproves-4.07
NonCeliac Gluten SensitivityImproves-2.88
ObesityImproves-3.22
OsteoporosisImproves-2.62
Parkinson's DiseaseWorsen5.61
PsoriasisWorsen3.22
rheumatoid arthritis (RA),Spondyloarthritis (SpA)Improves-4.41
RosaceaWorsen2.88
SchizophreniaImproves-3.55
Sjögren syndromeImproves-4.53
Small Intestinal Bacterial Overgrowth (SIBO)Improves-2.76
Stress / posttraumatic stress disorderWorsen0
Systemic Lupus ErythematosusImproves-3.32
Type 1 DiabetesImproves-1
Type 2 DiabetesWorsen3.55
Ulcerative colitisImproves-3.46

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
Lactobacillaceae family Decreases 📓 Source Study
Prevotellaceae family Decreases 📓 Source Study
Bifidobacteriaceae family Increases 📓 Source Study
Bifidobacteriaceae family Increases 📓 Source Study
Lactobacillaceae family Increases 📓 Source Study
Lactobacillus genus Decreases 📓 Source Study
Prevotella genus Decreases 📓 Source Study
Alloprevotella genus Decreases 👪 Source Study
Massiliprevotella genus Decreases 👪 Source Study
Metaprevotella genus Decreases 👪 Source Study
Paraprevotella genus Decreases 👪 Source Study
Prevotellamassilia genus Decreases 👪 Source Study
Aeriscardovia genus Increases 👪 Source Study
Alloscardovia genus Increases 👪 Source Study
Gardnerella genus Increases 👪 Source Study
Neoscardovia genus Increases 👪 Source Study
Parascardovia genus Increases 👪 Source Study
Pediococcus genus Increases 👪 Source Study
Pseudoscardovia genus Increases 👪 Source Study
Scardovia genus Increases 👪 Source Study
Sharpea genus Increases 👪 Source Study
Bifidobacterium genus Increases 📓 Source Study
Bifidobacterium genus Increases 📓 Source Study
Lactobacillus genus Increases 📓 Source Study
[Hallella] seregens species Decreases 👪 Source Study
Candidatus Prevotella conceptionensis Fenollar et al. 2006 species Decreases 👪 Source Study
CCUG 57945 species Decreases 👪 Source Study
CCUG 60371 species Decreases 👪 Source Study
Prevotella bergensis species Decreases 👪 Source Study
Prevotella colorans species Decreases 👪 Source Study
Prevotella dentalis species Decreases 👪 Source Study
Prevotella dentasini species Decreases 👪 Source Study
Prevotella denticola species Decreases 👪 Source Study
Prevotella fusca species Decreases 👪 Source Study
Prevotella histicola species Decreases 👪 Source Study
Prevotella loescheii species Decreases 👪 Source Study
Prevotella marshii species Decreases 👪 Source Study
Prevotella melaninogenica species Decreases 👪 Source Study
Prevotella multiformis species Decreases 👪 Source Study
Prevotella salivae species Decreases 👪 Source Study
Prevotella shahii species Decreases 👪 Source Study
Prevotella sp. species Decreases 👪 Source Study
Prevotella sp. HJM029 species Decreases 👪 Source Study
Prevotella sp. MSX73 species Decreases 👪 Source Study
Prevotella sp. oral taxon 299 species Decreases 👪 Source Study
Prevotella sp. S8 F8 species Decreases 👪 Source Study
Prevotella sp. Smarlab 121567 species Decreases 👪 Source Study
Prevotella sp. WAL 2039G species Decreases 👪 Source Study
ATCC 700934 species Increases 👪 Source Study
BCRC 17755 species Increases 👪 Source Study
Bifidobacterium actinocoloniiforme species Increases 👪 Source Study
Bifidobacterium angulatum species Increases 👪 Source Study
Bifidobacterium avesanii species Increases 👪 Source Study
Bifidobacterium cuniculi species Increases 👪 Source Study
Bifidobacterium lemurum species Increases 👪 Source Study
Bifidobacterium sp. 113 species Increases 👪 Source Study
Bifidobacterium sp. group II-3 species Increases 👪 Source Study
Bifidobacterium sp. h12 species Increases 👪 Source Study
Bifidobacterium sp. JCM 6439 species Increases 👪 Source Study
Bifidobacterium sp. M45 species Increases 👪 Source Study
Bifidobacterium sp. MC_8 species Increases 👪 Source Study
Bifidobacterium sp. PL1 species Increases 👪 Source Study
CCUG 48460 species Increases 👪 Source Study
CCUG 63301 species Increases 👪 Source Study
CCUG 63631 species Increases 👪 Source Study
CRBIP 24.179 species Increases 👪 Source Study
DSM 19284 species Increases 👪 Source Study
JCM 1039 species Increases 👪 Source Study
JCM 32269 species Increases 👪 Source Study
Lactobacillus acetotolerans species Increases 👪 Source Study
Lactobacillus acidipiscis species Increases 👪 Source Study
Lactobacillus agilis species Increases 👪 Source Study
Lactobacillus alimentarius species Increases 👪 Source Study
Lactobacillus allii species Increases 👪 Source Study
Lactobacillus amylolyticus species Increases 👪 Source Study
Lactobacillus animalis species Increases 👪 Source Study
Lactobacillus antri species Increases 👪 Source Study
Lactobacillus apis species Increases 👪 Source Study
Lactobacillus backii species Increases 👪 Source Study
Lactobacillus bifermentans species Increases 👪 Source Study
Lactobacillus bombi species Increases 👪 Source Study
Lactobacillus brantae species Increases 👪 Source Study
Lactobacillus buchneri species Increases 👪 Source Study
Lactobacillus ceti species Increases 👪 Source Study
Lactobacillus coleohominis species Increases 👪 Source Study
Lactobacillus composti species Increases 👪 Source Study
Lactobacillus coryniformis species Increases 👪 Source Study
Lactobacillus crustorum species Increases 👪 Source Study
Lactobacillus curieae species Increases 👪 Source Study
Lactobacillus equi species Increases 👪 Source Study
Lactobacillus equigenerosi species Increases 👪 Source Study
Lactobacillus farciminis species Increases 👪 Source Study
Lactobacillus fermentum species Increases 👪 Source Study
Lactobacillus floricola species Increases 👪 Source Study
Lactobacillus frumenti species Increases 👪 Source Study
Lactobacillus fuchuensis species Increases 👪 Source Study
Lactobacillus gallinarum species Increases 👪 Source Study
Lactobacillus ginsenosidimutans species Increases 👪 Source Study
Lactobacillus hamsteri species Increases 👪 Source Study
Lactobacillus harbinensis species Increases 👪 Source Study
Lactobacillus hayakitensis species Increases 👪 Source Study
Lactobacillus heilongjiangensis species Increases 👪 Source Study
Lactobacillus helveticus species Increases 👪 Source Study
Lactobacillus hilgardii species Increases 👪 Source Study
Lactobacillus hokkaidonensis species Increases 👪 Source Study
Lactobacillus ingluviei species Increases 👪 Source Study
Lactobacillus intestinalis species Increases 👪 Source Study
Lactobacillus jensenii species Increases 👪 Source Study
Lactobacillus johnsonii species Increases 👪 Source Study
Lactobacillus kalixensis species Increases 👪 Source Study
Lactobacillus kefiranofaciens species Increases 👪 Source Study
Lactobacillus kefiri species Increases 👪 Source Study
Lactobacillus kunkeei species Increases 👪 Source Study
Lactobacillus lindneri species Increases 👪 Source Study
Lactobacillus malefermentans species Increases 👪 Source Study
Lactobacillus mali species Increases 👪 Source Study
Lactobacillus mellifer species Increases 👪 Source Study
Lactobacillus mellis species Increases 👪 Source Study
Lactobacillus murinus species Increases 👪 Source Study
Lactobacillus namurensis species Increases 👪 Source Study
Lactobacillus nodensis species Increases 👪 Source Study
Lactobacillus oligofermentans species Increases 👪 Source Study
Lactobacillus oris species Increases 👪 Source Study
Lactobacillus oryzae species Increases 👪 Source Study
Lactobacillus ozensis species Increases 👪 Source Study
Lactobacillus pantheris species Increases 👪 Source Study
Lactobacillus parabuchneri species Increases 👪 Source Study
Lactobacillus paracollinoides species Increases 👪 Source Study
Lactobacillus parafarraginis species Increases 👪 Source Study
Lactobacillus paralimentarius species Increases 👪 Source Study
Lactobacillus paraplantarum species Increases 👪 Source Study
Lactobacillus pentosus species Increases 👪 Source Study
Lactobacillus perolens species Increases 👪 Source Study
Lactobacillus plajomi species Increases 👪 Source Study
Lactobacillus pontis species Increases 👪 Source Study
Lactobacillus psittaci species Increases 👪 Source Study
Lactobacillus rapi species Increases 👪 Source Study
Lactobacillus rodentium species Increases 👪 Source Study
Lactobacillus sakei species Increases 👪 Source Study
Lactobacillus saniviri species Increases 👪 Source Study
Lactobacillus satsumensis species Increases 👪 Source Study
Lactobacillus selangorensis species Increases 👪 Source Study
Lactobacillus songhuajiangensis species Increases 👪 Source Study
Lactobacillus sp. species Increases 👪 Source Study
Lactobacillus sp. 7_1_47FAA species Increases 👪 Source Study
Lactobacillus sp. Akhmro1 species Increases 👪 Source Study
Lactobacillus sp. BHWM-4 species Increases 👪 Source Study
Lactobacillus sp. C30An8 species Increases 👪 Source Study
Lactobacillus sp. C4I1 species Increases 👪 Source Study
Lactobacillus sp. C4I18 species Increases 👪 Source Study
Lactobacillus sp. CBA3606 species Increases 👪 Source Study
Lactobacillus sp. H7_2_4MCO2 species Increases 👪 Source Study
Lactobacillus sp. H7_6_6MCO2 species Increases 👪 Source Study
Lactobacillus sp. HBUAS52074 species Increases 👪 Source Study
Lactobacillus sp. HSLZ-75 species Increases 👪 Source Study
Lactobacillus sp. MYMRS/TEN2 species Increases 👪 Source Study
Lactobacillus sp. NRCT-KU 1 species Increases 👪 Source Study
Lactobacillus sp. S16 species Increases 👪 Source Study
Lactobacillus sp. T059 species Increases 👪 Source Study
Lactobacillus sp. TAB-22 species Increases 👪 Source Study
Lactobacillus sp. TAB-29 species Increases 👪 Source Study
Lactobacillus tucceti species Increases 👪 Source Study
Lactobacillus vaccinostercus species Increases 👪 Source Study
Lactobacillus vaginalis species Increases 👪 Source Study
Lactobacillus vini species Increases 👪 Source Study
Lactobacillus zymae species Increases 👪 Source Study
LMG:9496 species Increases 👪 Source Study
Bifidobacterium bifidum species Increases 📓 Source Study
Bifidobacterium breve species Increases 📓 Source Study

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