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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 arrhythmiasWorsen3.5
Autonomic Manifestations: light-headednessWorsen2.63
Comorbid-Mouth: Gingivits / Gum DiseaseWorsen2.19
Neurocognitive: Difficulty expressing thoughtsWorsen2.63
Neuroendocrine: Cold limbs (e.g. arms, legs hands)Worsen3.09
Neurological: ConfusionWorsen3.09
Neurological: Difficulty processing information (Understanding)Worsen2.63
Neurological: emotional overloadWorsen3.09
Neurological: Short-term memory issuesWorsen3.09
Neurological: Word-finding problemsWorsen3.09
Onset: GradualWorsen3.09

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
Alzheimer's diseaseImproves-2.94
Ankylosing spondylitisImproves-3.64
Anorexia NervosaImproves-2.85
AtherosclerosisImproves-4.44
AutismWorsen4.39
Barrett esophagus cancerWorsen2.83
Bipolar DisorderImproves-2.63
CarcinomaImproves-2.83
Celiac DiseaseWorsen0.21
Cerebral PalsyImproves-2.83
Chronic Fatigue SyndromeImproves-2.83
Chronic Urticaria (Hives)Improves-2.83
Colorectal CancerImproves-2.12
COVID-19Improves-2.83
DepressionImproves-2.85
EczemaWorsen2.83
EpilepsyImproves-2.83
Gastroesophageal reflux disease (Gerd) including Barrett's esophagusWorsen3.46
Histamine IssuesImproves-1.07
Inflammatory Bowel DiseaseImproves-3.5
Liver CirrhosisImproves-4.59
ME/CFS with IBSImproves-3.5
ME/CFS without IBSImproves-3.5
Multiple SclerosisImproves-4
Multiple system atrophy (MSA)Improves-2.63
neuropsychiatric disorders (PANDAS, PANS)Worsen2.63
Nonalcoholic Fatty Liver Disease (nafld) NonalcoholicImproves-4.18
ObesityImproves-2.83
OsteoarthritisImproves-2.83
Parkinson's DiseaseWorsen3.5
PsoriasisImproves-3.5
rheumatoid arthritis (RA),Spondyloarthritis (SpA)Worsen2.25
SchizophreniaImproves-2.39
Sjögren syndromeImproves-3.5
Small Intestinal Bacterial Overgrowth (SIBO)Improves-2.83
Stress / posttraumatic stress disorderImproves-2.19
Systemic Lupus ErythematosusImproves-3.5
Type 1 DiabetesWorsen2.83
Type 2 DiabetesImproves-2.33
Ulcerative colitisImproves-2.83

Bacteria Impacted

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
Corynebacteriaceae family Decreases 📓 Source Study
Streptococcaceae family Decreases 📓 Source Study
Corynebacterium genus Decreases 📓 Source Study
Streptococcus genus Decreases 📓 Source Study
Corynebacterium genus Decreases 👶 Source Study
Corynebacterium genus Decreases 👪 Source Study
Lactovum genus Decreases 👪 Source Study
Turicella genus Decreases 👪 Source Study
Bacteroides propionicifaciens species Decreases 📓 Source Study
CCUG 38654 species Decreases 📓 Source Study
CCUG 45512 species Decreases 📓 Source Study
CCUG 46150 species Decreases 📓 Source Study
CCUG 56874 species Decreases 📓 Source Study
CCUG 58627 species Decreases 📓 Source Study
CCUG 60915 species Decreases 📓 Source Study
Corynebacterium durum species Decreases 📓 Source Study
Corynebacterium matruchotii species Decreases 📓 Source Study
Corynebacterium sp. species Decreases 📓 Source Study
Corynebacterium sp. 713182/2012 species Decreases 📓 Source Study
Corynebacterium sp. jw37 species Decreases 📓 Source Study
Corynebacterium sp. NML96-0085 species Decreases 📓 Source Study
Corynebacterium ulcerans species Decreases 📓 Source Study
Eubacterium oxidoreducens species Decreases 📓 Source Study
Streptococcus agalactiae species Decreases 📓 Source Study
Streptococcus australis species Decreases 📓 Source Study
Streptococcus dysgalactiae group species Decreases 📓 Source Study
Streptococcus gordonii species Decreases 📓 Source Study
Streptococcus mutans species Decreases 📓 Source Study
Streptococcus peroris species Decreases 📓 Source Study
Streptococcus sp. 11aTha1 species Decreases 📓 Source Study
Streptococcus sp. 2011_Ileo_MS_A10 species Decreases 📓 Source Study
Streptococcus sp. 2011_Oral_MS_A3 species Decreases 📓 Source Study
Streptococcus sp. 3244O2 species Decreases 📓 Source Study
Streptococcus sp. BS35a species Decreases 📓 Source Study
Streptococcus sp. GMD6S species Decreases 📓 Source Study
Streptococcus sp. oral taxon G59 species Decreases 📓 Source Study
Streptococcus sp. S16-11 species Decreases 📓 Source Study
Streptococcus thermophilus species Decreases 📓 Source Study
AJ 12310 species Decreases 👪 Source Study
ATCC 43138 species Decreases 👪 Source Study
ATCC 51927 species Decreases 👪 Source Study
ATCC 700352 species Decreases 👪 Source Study
ATCC 700354 species Decreases 👪 Source Study
ATCC 700355 species Decreases 👪 Source Study
ATCC BAA-77 species Decreases 👪 Source Study
Bacteroides propionicifaciens species Decreases 👪 Source Study
CCTCC AB 2010341 species Decreases 👪 Source Study
CCUG 37330 species Decreases 👪 Source Study
CCUG 38654 species Decreases 👪 Source Study
CCUG 39779 species Decreases 👪 Source Study
CCUG 45512 species Decreases 👪 Source Study
CCUG 45704 species Decreases 👪 Source Study
CCUG 45804 species Decreases 👪 Source Study
CCUG 46149 species Decreases 👪 Source Study
CCUG 47525 species Decreases 👪 Source Study
CCUG 48363 species Decreases 👪 Source Study
CCUG 53856 species Decreases 👪 Source Study
CCUG 55896 species Decreases 👪 Source Study
CCUG 56874 species Decreases 👪 Source Study
CCUG 57279 species Decreases 👪 Source Study
CCUG 58627 species Decreases 👪 Source Study
CCUG 60915 species Decreases 👪 Source Study
CCUG 63372 species Decreases 👪 Source Study
CCUG 69192 species Decreases 👪 Source Study
CGMCC 1.15531 species Decreases 👪 Source Study
CGMCC 1.15532 species Decreases 👪 Source Study
CGMCC 1.15533 species Decreases 👪 Source Study
CGMCC 1.15534 species Decreases 👪 Source Study
CGMCC 1.15667 species Decreases 👪 Source Study
Corynebacterium accolens species Decreases 👪 Source Study
Corynebacterium ammoniagenes species Decreases 👪 Source Study
Corynebacterium amycolatum species Decreases 👪 Source Study
Corynebacterium aquatimens species Decreases 👪 Source Study
Corynebacterium aquilae species Decreases 👪 Source Study
Corynebacterium aurimucosum species Decreases 👪 Source Study
Corynebacterium caspium species Decreases 👪 Source Study
Corynebacterium choanis species Decreases 👪 Source Study
Corynebacterium cystitidis species Decreases 👪 Source Study
Corynebacterium durum species Decreases 👪 Source Study
Corynebacterium falsenii species Decreases 👪 Source Study
Corynebacterium felinum species Decreases 👪 Source Study
Corynebacterium frankenforstense species Decreases 👪 Source Study
Corynebacterium genitalium species Decreases 👪 Source Study
Corynebacterium glaucum species Decreases 👪 Source Study
Corynebacterium glucuronolyticum species Decreases 👪 Source Study
Corynebacterium glutamicum species Decreases 👪 Source Study
Corynebacterium jeikeium species Decreases 👪 Source Study
Corynebacterium kroppenstedtii species Decreases 👪 Source Study
Corynebacterium marinum species Decreases 👪 Source Study
Corynebacterium maris species Decreases 👪 Source Study
Corynebacterium massiliense species Decreases 👪 Source Study
Corynebacterium matruchotii species Decreases 👪 Source Study
Corynebacterium phocae species Decreases 👪 Source Study
Corynebacterium pseudogenitalium species Decreases 👪 Source Study
Corynebacterium pyruviciproducens species Decreases 👪 Source Study
Corynebacterium riegelii species Decreases 👪 Source Study
Corynebacterium sp. species Decreases 👪 Source Study
Corynebacterium sp. 2300500 species Decreases 👪 Source Study
Corynebacterium sp. 713182/2012 species Decreases 👪 Source Study
Corynebacterium sp. ATCC 6931 species Decreases 👪 Source Study
Corynebacterium sp. canine oral taxon 423 species Decreases 👪 Source Study
Corynebacterium sp. jw37 species Decreases 👪 Source Study
Corynebacterium sp. NML 97-0186 species Decreases 👪 Source Study
Corynebacterium sp. NML00-0156 species Decreases 👪 Source Study
Corynebacterium sp. NML96-0085 species Decreases 👪 Source Study
Corynebacterium sphenisci species Decreases 👪 Source Study
Corynebacterium terpenotabidum species Decreases 👪 Source Study
Corynebacterium trachiae species Decreases 👪 Source Study
Corynebacterium tuberculostearicum species Decreases 👪 Source Study
Corynebacterium tuscaniense species Decreases 👪 Source Study
Corynebacterium ulcerans species Decreases 👪 Source Study
Corynebacterium urealyticum species Decreases 👪 Source Study
Corynebacterium ureicelerivorans species Decreases 👪 Source Study
Corynebacterium uterequi species Decreases 👪 Source Study
Corynebacterium variabile species Decreases 👪 Source Study
Corynebacterium vitaeruminis species Decreases 👪 Source Study
Corynebacterium xerosis species Decreases 👪 Source Study
DSM 104980 species Decreases 👪 Source Study
DSM 18963 species Decreases 👪 Source Study
DSM 26920 species Decreases 👪 Source Study
DSM 45795 species Decreases 👪 Source Study
Eubacterium uniforme species Decreases 👪 Source Study
JCM 11611 species Decreases 👪 Source Study
JCM 9385 species Decreases 👪 Source Study
JCM 9389 species Decreases 👪 Source Study
JCM 9391 species Decreases 👪 Source Study
NCTC 764 species Decreases 👪 Source Study
strain 8 species Decreases 👪 Source Study
Streptococcus acidominimus species Decreases 👪 Source Study
Streptococcus anginosus group species Decreases 👪 Source Study
Streptococcus canis species Decreases 👪 Source Study
Streptococcus cristatus species Decreases 👪 Source Study
Streptococcus danieliae species Decreases 👪 Source Study
Streptococcus dentapri species Decreases 👪 Source Study
Streptococcus dentasini species Decreases 👪 Source Study
Streptococcus didelphis species Decreases 👪 Source Study
Streptococcus dysgalactiae species Decreases 👪 Source Study
Streptococcus entericus species Decreases 👪 Source Study
Streptococcus equi species Decreases 👪 Source Study
Streptococcus G418 species Decreases 👪 Source Study
Streptococcus gallolyticus species Decreases 👪 Source Study
Streptococcus hyointestinalis species Decreases 👪 Source Study
Streptococcus hyovaginalis species Decreases 👪 Source Study
Streptococcus infantarius species Decreases 👪 Source Study
Streptococcus infantis species Decreases 👪 Source Study
Streptococcus iniae species Decreases 👪 Source Study
Streptococcus marimammalium species Decreases 👪 Source Study
Streptococcus massiliensis species Decreases 👪 Source Study
Streptococcus merionis species Decreases 👪 Source Study
Streptococcus milleri species Decreases 👪 Source Study
Streptococcus mitis species Decreases 👪 Source Study
Streptococcus oralis species Decreases 👪 Source Study
Streptococcus orisasini species Decreases 👪 Source Study
Streptococcus orisratti species Decreases 👪 Source Study
Streptococcus parauberis species Decreases 👪 Source Study
Streptococcus pharyngis species Decreases 👪 Source Study
Streptococcus phocae species Decreases 👪 Source Study
Streptococcus pluranimalium species Decreases 👪 Source Study
Streptococcus plurextorum species Decreases 👪 Source Study
Streptococcus porcorum species Decreases 👪 Source Study
Streptococcus pseudopneumoniae species Decreases 👪 Source Study
Streptococcus pseudoporcinus species Decreases 👪 Source Study
Streptococcus rupicaprae species Decreases 👪 Source Study
Streptococcus sanguinis species Decreases 👪 Source Study
Streptococcus seminale species Decreases 👪 Source Study
Streptococcus sobrinus species Decreases 👪 Source Study
Streptococcus sp. 2_1_36FAA species Decreases 👪 Source Study
Streptococcus sp. 2011_Ileo_MS_A12 species Decreases 👪 Source Study
Streptococcus sp. 2011_Ileo_MS_C3 species Decreases 👪 Source Study
Streptococcus sp. 2011_Oral_MS_B3 species Decreases 👪 Source Study
Streptococcus sp. 2011_Oral_MS_D12 species Decreases 👪 Source Study
Streptococcus sp. 2011_Oral_MS_E1 species Decreases 👪 Source Study
Streptococcus sp. A12 species Decreases 👪 Source Study
Streptococcus sp. AS14 species Decreases 👪 Source Study
Streptococcus sp. BS35b species Decreases 👪 Source Study
Streptococcus sp. canine oral taxon 279 species Decreases 👪 Source Study
Streptococcus sp. F0441 species Decreases 👪 Source Study
Streptococcus sp. F0442 species Decreases 👪 Source Study
Streptococcus sp. FDAARGOS_192 species Decreases 👪 Source Study
Streptococcus sp. HPA1 species Decreases 👪 Source Study
Streptococcus sp. HPH0090 species Decreases 👪 Source Study
Streptococcus sp. HSISB1 species Decreases 👪 Source Study
Streptococcus sp. HSISM1 species Decreases 👪 Source Study
Streptococcus sp. HSISS1 species Decreases 👪 Source Study
Streptococcus sp. HSISS2 species Decreases 👪 Source Study
Streptococcus sp. I-G2 species Decreases 👪 Source Study
Streptococcus sp. JS71 species Decreases 👪 Source Study
Streptococcus sp. M143 species Decreases 👪 Source Study
Streptococcus sp. NPS 308 species Decreases 👪 Source Study
Streptococcus sp. oral taxon 064 species Decreases 👪 Source Study
Streptococcus sp. oral taxon 071 species Decreases 👪 Source Study
Streptococcus sp. oral taxon 431 species Decreases 👪 Source Study
Streptococcus sp. oral taxon G62 species Decreases 👪 Source Study
Streptococcus sp. oral taxon G63 species Decreases 👪 Source Study
Streptococcus sp. S16-08 species Decreases 👪 Source Study
Streptococcus sp. TM013 species Decreases 👪 Source Study
Streptococcus sp. Z15 species Decreases 👪 Source Study
Streptococcus suis species Decreases 👪 Source Study
Streptococcus troglodytae species Decreases 👪 Source Study
Streptococcus troglodytidis species Decreases 👪 Source Study
Streptococcus uberis species Decreases 👪 Source Study
Streptococcus urinalis species Decreases 👪 Source Study
Streptococcus vestibularis species Decreases 👪 Source Study
Streptococcus viridans species Decreases 👪 Source Study
Turicella otitidis species Decreases 👪 Source Study

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This is an Academic site. It generates theoretical models of what may benefit a specific microbiome results.