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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
Autonomic Manifestations: cardiac arrhythmiasImproves-2.96
Blood Type: O PositiveWorsen2.96
Comorbid: FibromyalgiaImproves-2.96
Comorbid: High AnxietyWorsen2.96
Neurological-Audio: Tinnitus (ringing in ear)Worsen2.96
Neurological: Executive Decision Making (Difficulty making)Improves-2.41
Official Diagnosis: Allergic Rhinitis (Hay Fever)Worsen2.96
Onset: GradualImproves-2.63
Pain: Chest painWorsen2.96
Post-exertional malaise: Mentally tired after the slightest effortImproves-2.63

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
ADHDWorsen2.96
Alzheimer's diseaseImproves-2.96
Ankylosing spondylitisWorsen3.21
AtherosclerosisImproves-2.71
Autoimmune DiseaseWorsen1.28
CarcinomaWorsen2.63
Chronic Fatigue SyndromeImproves-2.44
Colorectal CancerWorsen2.98
Coronary artery disease Worsen2.63
Crohn's DiseaseImproves-2.63
cystic fibrosisWorsen3.57
DepressionWorsen3.92
Gastroesophageal reflux disease (Gerd) including Barrett's esophagusImproves-1.37
GoutWorsen2.96
High Blood PressureWorsen2.37
Histamine IssuesWorsen2.43
Hyperlipidemia (High Blood Fats)Improves-2.96
Inflammatory Bowel DiseaseWorsen2.43
Irritable Bowel SyndromeWorsen2.21
Liver CirrhosisWorsen3.52
ME/CFS without IBSWorsen3.08
Multiple SclerosisWorsen3.45
Nonalcoholic Fatty Liver Disease (nafld) NonalcoholicImproves-2.89
Rheumatoid arthritisWorsen2.44
rheumatoid arthritis (RA),Spondyloarthritis (SpA)Worsen3.62
Small Intestinal Bacterial Overgrowth (SIBO)Worsen2.21
Stress / posttraumatic stress disorderWorsen2.63
Systemic Lupus ErythematosusWorsen2.96
Type 2 DiabetesWorsen2.63

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
Moraxellaceae family Increases 📓 Source Study
Porphyromonadaceae family Increases 📓 Source Study
Pseudomonadaceae family Increases 📓 Source Study
Alkanindiges genus Increases 👪 Source Study
Falsiporphyromonas genus Increases 👪 Source Study
Fermentimonas genus Increases 👪 Source Study
Gabonibacter genus Increases 👪 Source Study
Microbacter genus Increases 👪 Source Study
Moraxella genus Increases 👪 Source Study
Oblitimonas genus Increases 👪 Source Study
Perlucidibaca genus Increases 👪 Source Study
Permianibacter genus Increases 👪 Source Study
Petrimonas genus Increases 👪 Source Study
Pseudomonas chlororaphis group genus Increases 👪 Source Study
Psychrobacter genus Increases 👪 Source Study
Rugamonas genus Increases 👪 Source Study
Sanguibacteroides genus Increases 👪 Source Study
Acinetobacter genus Increases 📓 Source Study
Porphyromonas genus Increases 📓 Source Study
Pseudomonas genus Increases 📓 Source Study
Achromobacter georgiopolitanum species Increases 👪 Source Study
Acinetobacter bereziniae species Increases 👪 Source Study
Acinetobacter defluvii species Increases 👪 Source Study
Acinetobacter equi species Increases 👪 Source Study
Acinetobacter genomic species 11 species Increases 👪 Source Study
Acinetobacter genomosp. 5 species Increases 👪 Source Study
Acinetobacter guangdongensis species Increases 👪 Source Study
Acinetobacter johnsonii species Increases 👪 Source Study
Acinetobacter kyonggiensis species Increases 👪 Source Study
Acinetobacter larvae species Increases 👪 Source Study
Acinetobacter phenon 1 species Increases 👪 Source Study
Acinetobacter radioresistens species Increases 👪 Source Study
Acinetobacter rudis species Increases 👪 Source Study
Acinetobacter schindleri species Increases 👪 Source Study
Acinetobacter soli species Increases 👪 Source Study
Acinetobacter sp. species Increases 👪 Source Study
Acinetobacter sp. 423D species Increases 👪 Source Study
Acinetobacter sp. 9(2012) species Increases 👪 Source Study
Acinetobacter sp. ACNIH1 species Increases 👪 Source Study
Acinetobacter sp. ACNIH2 species Increases 👪 Source Study
Acinetobacter sp. C-S-NA3 species Increases 👪 Source Study
Acinetobacter sp. C049 species Increases 👪 Source Study
Acinetobacter sp. ECSMB21 species Increases 👪 Source Study
Acinetobacter sp. HD5.2 species Increases 👪 Source Study
Acinetobacter sp. IHBB 5074 species Increases 👪 Source Study
Acinetobacter sp. JPB-1.07 species Increases 👪 Source Study
Acinetobacter sp. LoGeW2-3 species Increases 👪 Source Study
Acinetobacter sp. NCu2D-2 species Increases 👪 Source Study
Acinetobacter sp. RBE2CD-114 species Increases 👪 Source Study
Acinetobacter sp. RBE2CD-76 species Increases 👪 Source Study
Acinetobacter sp. S2(2009) species Increases 👪 Source Study
Acinetobacter sp. SR5.2 species Increases 👪 Source Study
Acinetobacter sp. T133 species Increases 👪 Source Study
Acinetobacter sp. TGL-Y2 species Increases 👪 Source Study
Acinetobacter sp. TTH0-4 species Increases 👪 Source Study
Acinetobacter sp. WB22-23 species Increases 👪 Source Study
Acinetobacter sp. WCHA45 species Increases 👪 Source Study
Acinetobacter sp. WCHA60 species Increases 👪 Source Study
Acinetobacter sp. WCHAc010005 species Increases 👪 Source Study
Acinetobacter sp. WCHAc010034 species Increases 👪 Source Study
Acinetobacter venetianus species Increases 👪 Source Study
Arthrobacter sp. BDR2P1B1-M species Increases 👪 Source Study
ATCC 13674 species Increases 👪 Source Study
ATCC 14235 species Increases 👪 Source Study
ATCC BAA-257 species Increases 👪 Source Study
Bacteroides gingivalis species Increases 👪 Source Study
CCM 7280 species Increases 👪 Source Study
CCM 7990 species Increases 👪 Source Study
CCTCC AB 2012022 species Increases 👪 Source Study
CCTCC AB 207151 species Increases 👪 Source Study
CCUG 51504 species Increases 👪 Source Study
CCUG 51516 species Increases 👪 Source Study
CCUG 53116 species Increases 👪 Source Study
CCUG 58201 species Increases 👪 Source Study
CCUG 63249 species Increases 👪 Source Study
CECT 7670 species Increases 👪 Source Study
CECT 7985 species Increases 👪 Source Study
CECT 8338 species Increases 👪 Source Study
CFBP 11706 species Increases 👪 Source Study
CIP 109839 species Increases 👪 Source Study
CSUR P1224 species Increases 👪 Source Study
DSM 101070 species Increases 👪 Source Study
DSM 16611 species Increases 👪 Source Study
DSM 17875 species Increases 👪 Source Study
DSM 28040 species Increases 👪 Source Study
DSM 28043 species Increases 👪 Source Study
DSM 6978 species Increases 👪 Source Study
fluorescent pseudomonads species Increases 👪 Source Study
JCM 14963 species Increases 👪 Source Study
KCTC 32246 species Increases 👪 Source Study
KCTC 32541 species Increases 👪 Source Study
LMG:1029 species Increases 👪 Source Study
LMG:996 species Increases 👪 Source Study
Porphyromonas asaccharolytica species Increases 👪 Source Study
Porphyromonas bennonis species Increases 👪 Source Study
Porphyromonas cangingivalis species Increases 👪 Source Study
Porphyromonas canoris species Increases 👪 Source Study
Porphyromonas catoniae species Increases 👪 Source Study
Porphyromonas circumdentaria species Increases 👪 Source Study
Porphyromonas crevioricanis species Increases 👪 Source Study
Porphyromonas endodontalis species Increases 👪 Source Study
Porphyromonas levii species Increases 👪 Source Study
Porphyromonas macacae species Increases 👪 Source Study
Porphyromonas pasteri species Increases 👪 Source Study
Porphyromonas pogonae species Increases 👪 Source Study
Porphyromonas somerae species Increases 👪 Source Study
Porphyromonas sp. species Increases 👪 Source Study
Porphyromonas sp. 2024b species Increases 👪 Source Study
Porphyromonas sp. 2026 species Increases 👪 Source Study
Porphyromonas sp. canine oral taxon 239 species Increases 👪 Source Study
Porphyromonas sp. canine oral taxon 361 species Increases 👪 Source Study
Porphyromonas sp. canine oral taxon 401 species Increases 👪 Source Study
Porphyromonas sp. oral taxon 279 species Increases 👪 Source Study
Porphyromonas sp. S8 86-12 species Increases 👪 Source Study
Porphyromonas sp. UQD 402 species Increases 👪 Source Study
Porphyromonas uenonis species Increases 👪 Source Study
Pseudomonas alcaligenes species Increases 👪 Source Study
Pseudomonas denitrificans ATCC 13867 species Increases 👪 Source Study
Pseudomonas gingeri species Increases 👪 Source Study
Pseudomonas mendocina species Increases 👪 Source Study
Pseudomonas oryzae species Increases 👪 Source Study
Pseudomonas parafulva species Increases 👪 Source Study
Pseudomonas putida group species Increases 👪 Source Study
Pseudomonas saponiphila species Increases 👪 Source Study
Pseudomonas sp. 02C 26 species Increases 👪 Source Study
Pseudomonas sp. 31-12 species Increases 👪 Source Study
Pseudomonas sp. 7SR1 species Increases 👪 Source Study
Pseudomonas sp. a101-18-2 species Increases 👪 Source Study
Pseudomonas sp. a111-5 species Increases 👪 Source Study
Pseudomonas sp. ACM7 species Increases 👪 Source Study
Pseudomonas sp. CC6-YY-74 species Increases 👪 Source Study
Pseudomonas sp. CMR12a species Increases 👪 Source Study
Pseudomonas sp. CMR5c species Increases 👪 Source Study
Pseudomonas sp. DQ-01 species Increases 👪 Source Study
Pseudomonas sp. DTU12.3 species Increases 👪 Source Study
Pseudomonas sp. DY-1 species Increases 👪 Source Study
Pseudomonas sp. G1116 species Increases 👪 Source Study
Pseudomonas sp. GmFRB023 species Increases 👪 Source Study
Pseudomonas sp. KB23 species Increases 👪 Source Study
Pseudomonas sp. KVS86 species Increases 👪 Source Study
Pseudomonas sp. LH1G9 species Increases 👪 Source Study
Pseudomonas sp. LPH1 species Increases 👪 Source Study
Pseudomonas sp. LTJR-52 species Increases 👪 Source Study
Pseudomonas sp. MFY143 species Increases 👪 Source Study
Pseudomonas sp. MRSN12121 species Increases 👪 Source Study
Pseudomonas sp. MT-1 species Increases 👪 Source Study
Pseudomonas sp. NS1(2017) species Increases 👪 Source Study
Pseudomonas sp. PcFRB072 species Increases 👪 Source Study
Pseudomonas sp. PcFRB119 species Increases 👪 Source Study
Pseudomonas sp. PONIH3 species Increases 👪 Source Study
Pseudomonas sp. ps4-2 species Increases 👪 Source Study
Pseudomonas sp. QZS01 species Increases 👪 Source Study
Pseudomonas sp. R4-34-07 species Increases 👪 Source Study
Pseudomonas sp. R5-89-07 species Increases 👪 Source Study
Pseudomonas sp. RU47 species Increases 👪 Source Study
Pseudomonas sp. S-6-2 species Increases 👪 Source Study
Pseudomonas sp. StFLB209 species Increases 👪 Source Study
Pseudomonas sp. SWI36 species Increases 👪 Source Study
Pseudomonas sp. TCU-HL1 species Increases 👪 Source Study
Pseudomonas sp. TMW 2.1634 species Increases 👪 Source Study
Pseudomonas sp. URMO17WK12:I11 species Increases 👪 Source Study
Pseudomonas sp. WCS374 species Increases 👪 Source Study
Pseudomonas straminea species Increases 👪 Source Study
Pseudomonas stutzeri group species Increases 👪 Source Study
Pseudomonas syringae group species Increases 👪 Source Study
Pseudomonas aeruginosa species Increases 📓 Source Study
Pseudomonas aeruginosa group species Increases 📓 Source Study
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