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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: 20-30Worsen2.48
Condition: ME/CFS with IBSWorsen2.8
DePaul University Fatigue Questionnaire : Abdomen painWorsen2.8
DePaul University Fatigue Questionnaire : AllergiesWorsen2.8
DePaul University Fatigue Questionnaire : Anxiety/tensionWorsen2.8
DePaul University Fatigue Questionnaire : DepressionWorsen2.8
DePaul University Fatigue Questionnaire : Difficulty finding the right wordWorsen2.8
DePaul University Fatigue Questionnaire : FatigueWorsen2.8
DePaul University Fatigue Questionnaire : Forgetting what you are trying to sayWorsen2.8
DePaul University Fatigue Questionnaire : Walking up early in the morning (e.g. 3AM)Worsen2.8
Neuroendocrine: Feeling like you have a low temperatureWorsen2.74
Neurological: emotional overloadWorsen2.74
Neurological: Executive Decision Making (Difficulty making)Worsen2.42
Neurological: fasciculations Worsen2.74
Neurological: High degree of Empathy before onsetWorsen2.74
Neurological: Impairment of concentrationWorsen2.42
Neurological: Short-term memory issuesWorsen2.74
Neurological: Spatial instability and disorientationWorsen2.74
Onset: less than 02 years since onsetWorsen2.74
Post-exertional malaise: Mentally tired after the slightest effortWorsen3.56
Post-exertional malaise: Worsening of symptoms after mild mental activityWorsen2.74

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
AcneImproves-4.12
ADHDWorsen4.27
Allergic Rhinitis (Hay Fever)Improves-3.33
AllergiesImproves-3.46
Alzheimer's diseaseWorsen2.5
Amyotrophic lateral sclerosis (ALS) Motor NeuronWorsen2.44
Ankylosing spondylitisWorsen4.01
AsthmaImproves-2.82
AtherosclerosisWorsen1.33
AutismImproves-4.08
Barrett esophagus cancerWorsen1.46
Bipolar DisorderImproves-2.41
Brain TraumaImproves-0.48
CarcinomaImproves-2.41
Celiac DiseaseImproves-4.29
Cerebral PalsyWorsen1.82
Chronic Fatigue SyndromeImproves-4.57
Chronic Kidney DiseaseImproves-3.14
Chronic LymeImproves-2.74
Chronic Urticaria (Hives)Improves-3.06
Colorectal CancerImproves-3.66
COVID-19Improves-3.6
Crohn's DiseaseImproves-4.71
DepressionWorsen2.36
EpilepsyImproves-3.78
FibromyalgiaImproves-3.89
Functional constipation / chronic idiopathic constipationWorsen2.88
gallstone disease (gsd)Improves-0.86
Gastroesophageal reflux disease (Gerd) including Barrett's esophagusImproves-1.46
Generalized anxiety disorderImproves-3.82
Graves' diseaseWorsen2.74
Hashimoto's thyroiditisImproves-3.51
High Blood PressureImproves-1.76
Histamine IssuesImproves-3.02
Histamine Issues From UbiomeImproves-2.72
Hyperlipidemia (High Blood Fats)Improves-2.63
IgA nephropathy (IgAN)Improves-3.55
Inflammatory Bowel DiseaseImproves-4.5
Irritable Bowel SyndromeImproves-4.94
Liver CirrhosisImproves-4.17
ME/CFS with IBSImproves-2.88
ME/CFS without IBSImproves-2.88
Mood DisordersImproves-2.74
Multiple SclerosisWorsen3.45
Multiple system atrophy (MSA)Improves-1.3
neuropsychiatric disorders (PANDAS, PANS)Improves-2.42
Nonalcoholic Fatty Liver Disease (nafld) NonalcoholicImproves-4.55
NonCeliac Gluten SensitivityImproves-2.88
ObesityImproves-2.79
OsteoarthritisImproves-2.41
OsteoporosisWorsen1.63
Parkinson's DiseaseWorsen5.27
PsoriasisWorsen3.3
rheumatoid arthritis (RA),Spondyloarthritis (SpA)Improves-4.78
RosaceaWorsen2.65
SchizophreniaWorsen4.47
Sjögren syndromeImproves-4.08
Small Intestinal Bacterial Overgrowth (SIBO)Improves-3.79
Stress / posttraumatic stress disorderImproves-4.84
Systemic Lupus ErythematosusImproves-4.56
Type 1 DiabetesImproves-3.46
Type 2 DiabetesImproves-3.37
Ulcerative colitisImproves-4.43

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 Decreases 📓 Source Study
Enterobacteriaceae family Decreases 📓 Source Study
Enterococcaceae family Decreases 📓 Source Study
Staphylococcaceae family Decreases 📓 Source Study
Bifidobacteriaceae family Increases 📓 Source Study
Lactobacillaceae family Increases 📓 Source Study
Enterococcus genus Decreases 📓 Source Study
Escherichia genus Decreases 📓 Source Study
Kluyvera genus Decreases 📓 Source Study
Levinea Young et al. 1971 genus Decreases 📓 Source Study
Staphylococcus genus Decreases 📓 Source Study
Atlantibacter genus Decreases 👪 Source Study
Auricoccus genus Decreases 👪 Source Study
Biostraticola genus Decreases 👪 Source Study
Buttiauxella genus Decreases 👪 Source Study
Candidatus Ishikawaella genus Decreases 👪 Source Study
Candidatus Moranella genus Decreases 👪 Source Study
Candidatus Riesia genus Decreases 👪 Source Study
Catellicoccus genus Decreases 👪 Source Study
Cedecea genus Decreases 👪 Source Study
Gibbsiella genus Decreases 👪 Source Study
Jeotgalicoccus genus Decreases 👪 Source Study
Kosakonia genus Decreases 👪 Source Study
Leclercia genus Decreases 👪 Source Study
Lelliottia genus Decreases 👪 Source Study
Limnobaculum genus Decreases 👪 Source Study
Macrococcus genus Decreases 👪 Source Study
Melissococcus genus Decreases 👪 Source Study
Metakosakonia genus Decreases 👪 Source Study
Nosocomiicoccus genus Decreases 👪 Source Study
Pilibacter genus Decreases 👪 Source Study
Pluralibacter genus Decreases 👪 Source Study
Pseudescherichia genus Decreases 👪 Source Study
Raoultella genus Decreases 👪 Source Study
Rosenbergiella genus Decreases 👪 Source Study
Salinicoccus genus Decreases 👪 Source Study
Shimwellia genus Decreases 👪 Source Study
Siccibacter genus Decreases 👪 Source Study
Tetragenococcus genus Decreases 👪 Source Study
Vagococcus genus Decreases 👪 Source Study
Yokenella 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
Lactobacillus genus Increases 📓 Source Study
Escherichia coli species Decreases 📓 Source Study
[Clostridium] spiroforme species Decreases 👪 Source Study
ATCC 35469 species Decreases 👪 Source Study
ATCC 35538 species Decreases 👪 Source Study
ATCC 35539 species Decreases 👪 Source Study
ATCC 43808 species Decreases 👪 Source Study
ATCC 43809 species Decreases 👪 Source Study
ATCC 49168 species Decreases 👪 Source Study
ATCC 49171 species Decreases 👪 Source Study
ATCC 49910 species Decreases 👪 Source Study
ATCC 51365 species Decreases 👪 Source Study
ATCC 700337 species Decreases 👪 Source Study
ATCC 700373 species Decreases 👪 Source Study
ATCC BAA-1240 species Decreases 👪 Source Study
CCM 7045 species Decreases 👪 Source Study
CCM 7213 species Decreases 👪 Source Study
CCUG 51270 species Decreases 👪 Source Study
CCUG 59304 species Decreases 👪 Source Study
CCUG 59809 species Decreases 👪 Source Study
CGMCC 1.15942 species Decreases 👪 Source Study
Citrobacter amalonaticus species Decreases 👪 Source Study
Citrobacter farmeri species Decreases 👪 Source Study
Citrobacter koseri species Decreases 👪 Source Study
Citrobacter sp. species Decreases 👪 Source Study
Citrobacter sp. BW4 species Decreases 👪 Source Study
Citrobacter sp. HD4.9 species Decreases 👪 Source Study
DSM 28299 species Decreases 👪 Source Study
DSM 28300 species Decreases 👪 Source Study
Enterococcus alcedinis species Decreases 👪 Source Study
Enterococcus asini species Decreases 👪 Source Study
Enterococcus avium species Decreases 👪 Source Study
Enterococcus canis species Decreases 👪 Source Study
Enterococcus cecorum species Decreases 👪 Source Study
Enterococcus columbae species Decreases 👪 Source Study
Enterococcus devriesei species Decreases 👪 Source Study
Enterococcus dispar species Decreases 👪 Source Study
Enterococcus durans species Decreases 👪 Source Study
Enterococcus gallinarum species Decreases 👪 Source Study
Enterococcus gilvus species Decreases 👪 Source Study
Enterococcus haemoperoxidus species Decreases 👪 Source Study
Enterococcus hermanniensis species Decreases 👪 Source Study
Enterococcus italicus species Decreases 👪 Source Study
Enterococcus malodoratus species Decreases 👪 Source Study
Enterococcus pseudoavium species Decreases 👪 Source Study
Enterococcus raffinosus species Decreases 👪 Source Study
Enterococcus sp. species Decreases 👪 Source Study
Enterococcus sp. FDAARGOS_375 species Decreases 👪 Source Study
Enterococcus sp. HSIEG1 species Decreases 👪 Source Study
Enterococcus sulfureus species Decreases 👪 Source Study
Enterococcus thailandicus species Decreases 👪 Source Study
Escherichia albertii species Decreases 👪 Source Study
Escherichia coli Biovare species Decreases 👪 Source Study
Escherichia marmotae species Decreases 👪 Source Study
Escherichia sp. species Decreases 👪 Source Study
Escherichia sp. 1_1_43 species Decreases 👪 Source Study
Escherichia sp. 4_1_40B species Decreases 👪 Source Study
Kluyvera ascorbata species Decreases 👪 Source Study
Kluyvera cryocrescens species Decreases 👪 Source Study
Kluyvera georgiana species Decreases 👪 Source Study
Kluyvera intermedia species Decreases 👪 Source Study
Kluyvera sp. SR5.1 species Decreases 👪 Source Study
LTH 3734 species Decreases 👪 Source Study
Staphylococcus auricularis species Decreases 👪 Source Study
Staphylococcus capitis species Decreases 👪 Source Study
Staphylococcus chromogenes species Decreases 👪 Source Study
Staphylococcus cohnii species Decreases 👪 Source Study
Staphylococcus devriesei species Decreases 👪 Source Study
Staphylococcus equorum species Decreases 👪 Source Study
Staphylococcus haemolyticus species Decreases 👪 Source Study
Staphylococcus pasteuri species Decreases 👪 Source Study
Staphylococcus piscifermentans species Decreases 👪 Source Study
Staphylococcus saprophyticus species Decreases 👪 Source Study
Staphylococcus sciuri species Decreases 👪 Source Study
Staphylococcus simulans species Decreases 👪 Source Study
Staphylococcus sp. 3035O2 species Decreases 👪 Source Study
Staphylococcus sp. 3356O2 species Decreases 👪 Source Study
Staphylococcus sp. FXY54 species Decreases 👪 Source Study
Staphylococcus sp. L10 species Decreases 👪 Source Study
Staphylococcus sp. M0911 species Decreases 👪 Source Study
Staphylococcus sp. SDB 2975 species Decreases 👪 Source Study
Staphylococcus sp. WB17-17 species Decreases 👪 Source Study
Staphylococcus sp. WB18-16 species Decreases 👪 Source Study
Staphylococcus stepanovicii species Decreases 👪 Source Study
Staphylococcus vitulinus species Decreases 👪 Source Study
Staphylococcus warneri species Decreases 👪 Source Study
Staphylococcus xylosus 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
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