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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: 20-30Worsen2.48

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
AllergiesWorsen2.23
Ankylosing spondylitisWorsen3.3
AsthmaWorsen0
AtherosclerosisImproves-1.96
AutismImproves-2.48
Bipolar DisorderWorsen2.43
Brain TraumaWorsen2.48
Celiac DiseaseImproves-2.48
Chronic Fatigue SyndromeImproves-3.08
Colorectal CancerWorsen2.43
COVID-19Improves-3.1
cystic fibrosisImproves-3.57
High Blood PressureWorsen0
Histamine IssuesImproves-2.43
Inflammatory Bowel DiseaseImproves-3.1
Irritable Bowel SyndromeImproves-2.21
Liver CirrhosisWorsen1.3
ME/CFS without IBSImproves-3.08
Multiple SclerosisImproves-3.08
ObesityWorsen0
PsoriasisImproves-2.23
rheumatoid arthritis (RA),Spondyloarthritis (SpA)Improves-3.43
Small Intestinal Bacterial Overgrowth (SIBO)Improves-3
Stress / posttraumatic stress disorderImproves-3.8
Type 1 DiabetesWorsen3.13
Type 2 DiabetesWorsen0
Ulcerative colitisImproves-0.47

Bacteria Impacted

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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
Pseudomonadaceae family Decreases 📓 Source Study
Staphylococcaceae family Decreases 📓 Source Study
Staphylococcaceae family Decreases 📓 Source Study
Pseudomonas genus Decreases 📓 Source Study
Staphylococcus genus Decreases 📓 Source Study
Staphylococcus genus Decreases 📓 Source Study
Auricoccus genus Decreases 👪 Source Study
Jeotgalicoccus genus Decreases 👪 Source Study
Macrococcus genus Decreases 👪 Source Study
Nosocomiicoccus genus Decreases 👪 Source Study
Oblitimonas genus Decreases 👪 Source Study
Permianibacter genus Decreases 👪 Source Study
Pseudomonas chlororaphis group genus Decreases 👪 Source Study
Rugamonas genus Decreases 👪 Source Study
Salinicoccus genus Decreases 👪 Source Study
[Clostridium] leptum species Decreases 📓 Source Study
[Clostridium] leptum species Decreases 📓 Source Study
Pseudomonas aeruginosa species Decreases 📓 Source Study
Pseudomonas aeruginosa group species Decreases 📓 Source Study
[Clostridium] spiroforme species Decreases 👪 Source Study
Achromobacter georgiopolitanum 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
CCM 7045 species Decreases 👪 Source Study
CCM 7213 species Decreases 👪 Source Study
CCUG 51270 species Decreases 👪 Source Study
CCUG 59809 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
KCTC 32541 species Decreases 👪 Source Study
LTH 3734 species Decreases 👪 Source Study
Pseudomonas alcaligenes species Decreases 👪 Source Study
Pseudomonas arsenicoxydans species Decreases 👪 Source Study
Pseudomonas brassicacearum species Decreases 👪 Source Study
Pseudomonas citronellolis species Decreases 👪 Source Study
Pseudomonas denitrificans ATCC 13867 species Decreases 👪 Source Study
Pseudomonas entomophila species Decreases 👪 Source Study
Pseudomonas extremaustralis species Decreases 👪 Source Study
Pseudomonas frederiksbergensis species Decreases 👪 Source Study
Pseudomonas gingeri species Decreases 👪 Source Study
Pseudomonas graminis species Decreases 👪 Source Study
Pseudomonas granadensis species Decreases 👪 Source Study
Pseudomonas guangdongensis species Decreases 👪 Source Study
Pseudomonas koreensis species Decreases 👪 Source Study
Pseudomonas litoralis species Decreases 👪 Source Study
Pseudomonas mendocina species Decreases 👪 Source Study
Pseudomonas moraviensis species Decreases 👪 Source Study
Pseudomonas oryzae species Decreases 👪 Source Study
Pseudomonas parafulva species Decreases 👪 Source Study
Pseudomonas pohangensis species Decreases 👪 Source Study
Pseudomonas prosekii species Decreases 👪 Source Study
Pseudomonas psychrotolerans species Decreases 👪 Source Study
Pseudomonas putida group species Decreases 👪 Source Study
Pseudomonas reinekei species Decreases 👪 Source Study
Pseudomonas resinovorans species Decreases 👪 Source Study
Pseudomonas sabulinigri species Decreases 👪 Source Study
Pseudomonas salegens species Decreases 👪 Source Study
Pseudomonas saponiphila species Decreases 👪 Source Study
Pseudomonas saudiphocaensis species Decreases 👪 Source Study
Pseudomonas sihuiensis species Decreases 👪 Source Study
Pseudomonas soli 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
Pseudomonas umsongensis species Decreases 👪 Source Study
Pseudomonas versuta species Decreases 👪 Source Study
Pseudomonas xinjiangensis species Decreases 👪 Source Study
Pseudomonas yamanorum 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

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