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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
DePaul University Fatigue Questionnaire : AllergiesWorsen3.35
DePaul University Fatigue Questionnaire : Anxiety/tensionWorsen2.8
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

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-2.72
AllergiesImproves-1.94
Ankylosing spondylitisWorsen2.82
AsthmaWorsen0
AtherosclerosisImproves-1.45
AutismWorsen1.45
Barrett esophagus cancerWorsen1.46
CarcinomaImproves-2.63
Celiac DiseaseImproves-2.48
Chronic Fatigue SyndromeImproves-3.96
Chronic Kidney DiseaseImproves-2.45
Colorectal CancerWorsen2.43
Crohn's DiseaseWorsen3.05
cystic fibrosisImproves-3.57
DepressionImproves-2.53
EpilepsyImproves-2.72
FibromyalgiaImproves-2.72
gallstone disease (gsd)Worsen2.8
Gastroesophageal reflux disease (Gerd) including Barrett's esophagusImproves-1.46
Hashimoto's thyroiditisImproves-3.28
High Blood PressureImproves-2.45
Histamine IssuesImproves-2.79
Histamine Issues From UbiomeImproves-2.72
Hyperlipidemia (High Blood Fats)Improves-3.51
IgA nephropathy (IgAN)Improves-2.72
Inflammatory Bowel DiseaseImproves-2.88
Irritable Bowel SyndromeImproves-3.34
Liver CirrhosisImproves-2.19
ME/CFS with IBSWorsen0
ME/CFS without IBSImproves-2.43
Multiple SclerosisImproves-3.58
Multiple system atrophy (MSA)Worsen2.72
ObesityWorsen3.21
OsteoporosisWorsen2.72
Parkinson's DiseaseWorsen3.31
PsoriasisImproves-2.23
Rheumatoid arthritisImproves-3.95
rheumatoid arthritis (RA),Spondyloarthritis (SpA)Improves-3.04
RosaceaImproves-2.72
SchizophreniaWorsen3.38
Small Intestinal Bacterial Overgrowth (SIBO)Improves-3.99
Stress / posttraumatic stress disorderImproves-3.42
Systemic Lupus ErythematosusImproves-3.77
Type 1 DiabetesImproves-1.45
Type 2 DiabetesImproves-2.31
Ulcerative colitisWorsen2.57

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 Increases 📓 Source Study
Leuconostocaceae family Increases 📓 Source Study
Klebsiella genus Decreases 📓 Source Study
Pseudomonas genus Decreases 📓 Source Study
Salmonella genus Decreases 📓 Source Study
Staphylococcus genus Decreases 📓 Source Study
Pseudomonas chlororaphis group genus Decreases 👪 Source Study
Fructobacillus genus Increases 👪 Source Study
Leuconostoc genus Increases 👪 Source Study
Oenococcus genus Increases 👪 Source Study
Pediococcus genus Increases 👪 Source Study
Sharpea genus Increases 👪 Source Study
Weissella genus Increases 👪 Source Study
Lactobacillus genus Increases 📓 Source Study
Leuconostoc genus Increases 📓 Source Study
Pediococcus genus Increases 📓 Source Study
Klebsiella pneumoniae aerogenes species Decreases 📓 Source Study
Pseudomonas aeruginosa species Decreases 📓 Source Study
Pseudomonas aeruginosa group species Decreases 📓 Source Study
Salmonella enterica species Decreases 📓 Source Study
Staphylococcus aureus species Decreases 📓 Source Study
[Clostridium] spiroforme species Decreases 👪 Source Study
Achromobacter georgiopolitanum species Decreases 👪 Source Study
Arthrobacter sp. BDR2P1B1-M species Decreases 👪 Source Study
ATCC 13674 species Decreases 👪 Source Study
ATCC 14235 species Decreases 👪 Source Study
ATCC 27836 species Decreases 👪 Source Study
ATCC 27848 species Decreases 👪 Source Study
ATCC 29062 species Decreases 👪 Source Study
ATCC 29974 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 43958 species Decreases 👪 Source Study
ATCC 43975 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-2403 species Decreases 👪 Source Study
ATCC BAA-257 species Decreases 👪 Source Study
CCM 7045 species Decreases 👪 Source Study
CCM 7213 species Decreases 👪 Source Study
CCM 7280 species Decreases 👪 Source Study
CCM 7717 species Decreases 👪 Source Study
CCM 7990 species Decreases 👪 Source Study
CCTCC AB 2012022 species Decreases 👪 Source Study
CCTCC AB 207151 species Decreases 👪 Source Study
CCUG 51270 species Decreases 👪 Source Study
CCUG 51504 species Decreases 👪 Source Study
CCUG 51516 species Decreases 👪 Source Study
CCUG 53116 species Decreases 👪 Source Study
CCUG 58201 species Decreases 👪 Source Study
CCUG 59809 species Decreases 👪 Source Study
CCUG 63249 species Decreases 👪 Source Study
CECT 7670 species Decreases 👪 Source Study
CECT 7985 species Decreases 👪 Source Study
CECT 8338 species Decreases 👪 Source Study
CFBP 11706 species Decreases 👪 Source Study
CIP 109839 species Decreases 👪 Source Study
CIP 110771 species Decreases 👪 Source Study
CSUR P1224 species Decreases 👪 Source Study
DSM 101070 species Decreases 👪 Source Study
DSM 16611 species Decreases 👪 Source Study
DSM 17875 species Decreases 👪 Source Study
DSM 28040 species Decreases 👪 Source Study
DSM 28043 species Decreases 👪 Source Study
DSM 28299 species Decreases 👪 Source Study
DSM 28300 species Decreases 👪 Source Study
DSM 6978 species Decreases 👪 Source Study
fluorescent pseudomonads species Decreases 👪 Source Study
JCM 14963 species Decreases 👪 Source Study
JCM 2427 species Decreases 👪 Source Study
KCTC 32246 species Decreases 👪 Source Study
KCTC 32541 species Decreases 👪 Source Study
Klebsiella sp. species Decreases 👪 Source Study
Klebsiella sp. B12 species Decreases 👪 Source Study
Klebsiella sp. FDAARGOS_511 species Decreases 👪 Source Study
Klebsiella sp. M5al species Decreases 👪 Source Study
Klebsiella sp. OBRC7 species Decreases 👪 Source Study
Klebsiella sp. SOR89 species Decreases 👪 Source Study
Klebsiella sp. WCHKl090001 species Decreases 👪 Source Study
Klebsiella variicola species Decreases 👪 Source Study
LTH 3734 species Decreases 👪 Source Study
Pseudomonas alcaligenes species Decreases 👪 Source Study
Pseudomonas denitrificans ATCC 13867 species Decreases 👪 Source Study
Pseudomonas gingeri species Decreases 👪 Source Study
Pseudomonas mendocina species Decreases 👪 Source Study
Pseudomonas oryzae species Decreases 👪 Source Study
Pseudomonas parafulva species Decreases 👪 Source Study
Pseudomonas putida group species Decreases 👪 Source Study
Pseudomonas saponiphila species Decreases 👪 Source Study
Pseudomonas sp. 02C 26 species Decreases 👪 Source Study
Pseudomonas sp. 31-12 species Decreases 👪 Source Study
Pseudomonas sp. 7SR1 species Decreases 👪 Source Study
Pseudomonas sp. a101-18-2 species Decreases 👪 Source Study
Pseudomonas sp. a111-5 species Decreases 👪 Source Study
Pseudomonas sp. ACM7 species Decreases 👪 Source Study
Pseudomonas sp. CC6-YY-74 species Decreases 👪 Source Study
Pseudomonas sp. CMR12a species Decreases 👪 Source Study
Pseudomonas sp. CMR5c species Decreases 👪 Source Study
Pseudomonas sp. DQ-01 species Decreases 👪 Source Study
Pseudomonas sp. DTU12.3 species Decreases 👪 Source Study
Pseudomonas sp. DY-1 species Decreases 👪 Source Study
Pseudomonas sp. G1116 species Decreases 👪 Source Study
Pseudomonas sp. GmFRB023 species Decreases 👪 Source Study
Pseudomonas sp. KB23 species Decreases 👪 Source Study
Pseudomonas sp. KVS86 species Decreases 👪 Source Study
Pseudomonas sp. LH1G9 species Decreases 👪 Source Study
Pseudomonas sp. LPH1 species Decreases 👪 Source Study
Pseudomonas sp. LTJR-52 species Decreases 👪 Source Study
Pseudomonas sp. MFY143 species Decreases 👪 Source Study
Pseudomonas sp. MRSN12121 species Decreases 👪 Source Study
Pseudomonas sp. MT-1 species Decreases 👪 Source Study
Pseudomonas sp. NS1(2017) species Decreases 👪 Source Study
Pseudomonas sp. PcFRB072 species Decreases 👪 Source Study
Pseudomonas sp. PcFRB119 species Decreases 👪 Source Study
Pseudomonas sp. PONIH3 species Decreases 👪 Source Study
Pseudomonas sp. ps4-2 species Decreases 👪 Source Study
Pseudomonas sp. QZS01 species Decreases 👪 Source Study
Pseudomonas sp. R4-34-07 species Decreases 👪 Source Study
Pseudomonas sp. R5-89-07 species Decreases 👪 Source Study
Pseudomonas sp. RU47 species Decreases 👪 Source Study
Pseudomonas sp. S-6-2 species Decreases 👪 Source Study
Pseudomonas sp. StFLB209 species Decreases 👪 Source Study
Pseudomonas sp. SWI36 species Decreases 👪 Source Study
Pseudomonas sp. TCU-HL1 species Decreases 👪 Source Study
Pseudomonas sp. TMW 2.1634 species Decreases 👪 Source Study
Pseudomonas sp. URMO17WK12:I11 species Decreases 👪 Source Study
Pseudomonas sp. WCS374 species Decreases 👪 Source Study
Pseudomonas straminea species Decreases 👪 Source Study
Pseudomonas stutzeri group species Decreases 👪 Source Study
Pseudomonas syringae group species Decreases 👪 Source Study
Salmonella sp. 111 species Decreases 👪 Source Study
Staphylococcus auricularis species Decreases 👪 Source Study
Staphylococcus capitis species Decreases 👪 Source Study
Staphylococcus chromogenes species Decreases 👪 Source Study
Staphylococcus devriesei species Decreases 👪 Source Study
Staphylococcus haemolyticus species Decreases 👪 Source Study
Staphylococcus pasteuri species Decreases 👪 Source Study
Staphylococcus piscifermentans 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 vitulinus species Decreases 👪 Source Study
Staphylococcus xylosus species Decreases 👪 Source Study
ATCC 12291 species Increases 👪 Source Study
ATCC 13146 [[Leuconostoc amelibiosum Schillinger et al. 1989]] species Increases 👪 Source Study
ATCC 25258 species Increases 👪 Source Study
ATCC 33199 species Increases 👪 Source Study
ATCC 35046 species Increases 👪 Source Study
ATCC 49062 species Increases 👪 Source Study
ATCC 49366 species Increases 👪 Source Study
ATCC 49902 species Increases 👪 Source Study
ATCC 700211 species Increases 👪 Source Study
ATCC 700308 species Increases 👪 Source Study
ATCC 700934 species Increases 👪 Source Study
ATCC 8041 species Increases 👪 Source Study
ATCC 9135 species Increases 👪 Source Study
ATCC BAA-344 species Increases 👪 Source Study
BCRC 17755 species Increases 👪 Source Study
CCTCC M 2011381 species Increases 👪 Source Study
CCUG 48456 species Increases 👪 Source Study
CCUG 48460 species Increases 👪 Source Study
CCUG 53174 species Increases 👪 Source Study
CCUG 63301 species Increases 👪 Source Study
CCUG 63631 species Increases 👪 Source Study
CIP 106922 species Increases 👪 Source Study
CRBIP 24.179 species Increases 👪 Source Study
DSM 15101 species Increases 👪 Source Study
DSM 16230 species Increases 👪 Source Study
DSM 19284 species Increases 👪 Source Study
DSM 19907 species Increases 👪 Source Study
DSM 24301 species Increases 👪 Source Study
DSM 26202 species Increases 👪 Source Study
DSM 28069 species Increases 👪 Source Study
IMSNU 11154 species Increases 👪 Source Study
JCM 1039 species Increases 👪 Source Study
JCM 11969 species Increases 👪 Source Study
JCM 18665 species Increases 👪 Source Study
JCM 31938 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 amylolyticus species Increases 👪 Source Study
Lactobacillus apis species Increases 👪 Source Study
Lactobacillus bifermentans species Increases 👪 Source Study
Lactobacillus bombi species Increases 👪 Source Study
Lactobacillus brantae 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 equi species Increases 👪 Source Study
Lactobacillus equigenerosi species Increases 👪 Source Study
Lactobacillus fermentum species Increases 👪 Source Study
Lactobacillus floricola species Increases 👪 Source Study
Lactobacillus fuchuensis species Increases 👪 Source Study
Lactobacillus hamsteri species Increases 👪 Source Study
Lactobacillus harbinensis species Increases 👪 Source Study
Lactobacillus hayakitensis species Increases 👪 Source Study
Lactobacillus helveticus species Increases 👪 Source Study
Lactobacillus hilgardii species Increases 👪 Source Study
Lactobacillus ingluviei species Increases 👪 Source Study
Lactobacillus intestinalis 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 lindneri species Increases 👪 Source Study
Lactobacillus malefermentans 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 oryzae species Increases 👪 Source Study
Lactobacillus ozensis species Increases 👪 Source Study
Lactobacillus pantheris species Increases 👪 Source Study
Lactobacillus parabuchneri species Increases 👪 Source Study
Lactobacillus parafarraginis species Increases 👪 Source Study
Lactobacillus paralimentarius 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 rodentium species Increases 👪 Source Study
Lactobacillus sakei 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 yamanashiensis species Increases 👪 Source Study
Lactobacillus zymae species Increases 👪 Source Study
Lactobacterium buchneri species Increases 👪 Source Study
Leuconostoc carnosum species Increases 👪 Source Study
Leuconostoc fallax species Increases 👪 Source Study
Leuconostoc lactis species Increases 👪 Source Study
Leuconostoc mesenteroides species Increases 👪 Source Study
Leuconostoc miyukkimchii species Increases 👪 Source Study
Leuconostoc sp. C7I4 species Increases 👪 Source Study
LMG:9200 species Increases 👪 Source Study
LMG:9496 species Increases 👪 Source Study
not JCM 16719 species Increases 👪 Source Study
Pediococcus argentinicus species Increases 👪 Source Study
Pediococcus damnosus species Increases 👪 Source Study
Pediococcus parvulus species Increases 👪 Source Study
Pediococcus pentosaceus species Increases 👪 Source Study
Pediococcus siamensis species Increases 👪 Source Study
Pediococcus sp. 3107O2 species Increases 👪 Source Study
Pediococcus sp. MFC1 species Increases 👪 Source Study
Pediococcus sp. S18 species Increases 👪 Source Study
Escherichia coli O157:H7 strain Decreases 📓 Source Study

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