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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
Autonomic Manifestations: cardiac arrhythmiasImproves-2.84
Neuroendocrine: Feeling like you have a low temperatureImproves-2.74
Neurological: emotional overloadImproves-2.74
Neurological: fasciculations Improves-2.74
Neurological: High degree of Empathy before onsetImproves-2.74
Neurological: Short-term memory issuesImproves-2.74
Neurological: Spatial instability and disorientationImproves-2.74
Onset: less than 02 years since onsetImproves-2.74
Post-exertional malaise: Mentally tired after the slightest effortWorsen3.56
Post-exertional malaise: Worsening of symptoms after mild mental activityImproves-2.74

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-3.94
ADHDWorsen4.45
Allergic Rhinitis (Hay Fever)Improves-2.88
AllergiesImproves-3.43
Alzheimer's diseaseWorsen4.06
Amyotrophic lateral sclerosis (ALS) Motor NeuronWorsen3.35
Ankylosing spondylitisImproves-3.59
AsthmaImproves-0.29
AtherosclerosisWorsen3.22
AutismImproves-4.46
Bipolar DisorderImproves-2.43
Brain TraumaWorsen3.49
CarcinomaWorsen0
Celiac DiseaseImproves-3.64
Cerebral PalsyWorsen3.39
Chronic Fatigue SyndromeImproves-3.87
Chronic Kidney DiseaseWorsen1.2
Chronic LymeWorsen2.74
Colorectal CancerImproves-3.69
COVID-19Worsen3.25
Crohn's DiseaseWorsen4.54
cystic fibrosisWorsen2.97
DepressionWorsen3.86
EpilepsyImproves-1.82
FibromyalgiaImproves-3.55
Functional constipation / chronic idiopathic constipationWorsen2.88
gallstone disease (gsd)Improves-2.88
Generalized anxiety disorderWorsen2.71
Graves' diseaseImproves-2.74
Hashimoto's thyroiditisImproves-2.88
High Blood PressureImproves-2.71
Histamine IssuesWorsen3.26
Hyperlipidemia (High Blood Fats)Worsen2.88
IgA nephropathy (IgAN)Improves-2.71
Inflammatory Bowel DiseaseWorsen3.84
Irritable Bowel SyndromeImproves-3.11
Liver CirrhosisImproves-2
ME/CFS with IBSImproves-2.88
ME/CFS without IBSWorsen1.57
Mood DisordersWorsen2.74
Multiple SclerosisWorsen4.02
Multiple system atrophy (MSA)Improves-2.88
Nonalcoholic Fatty Liver Disease (nafld) NonalcoholicWorsen1.56
NonCeliac Gluten SensitivityImproves-2.88
ObesityImproves-1.2
Parkinson's DiseaseWorsen5.31
PsoriasisWorsen3.84
rheumatoid arthritis (RA),Spondyloarthritis (SpA)Worsen2.87
RosaceaWorsen1.99
SchizophreniaImproves-4.37
Sjögren syndromeImproves-3.89
Small Intestinal Bacterial Overgrowth (SIBO)Worsen2.54
Stress / posttraumatic stress disorderWorsen4.34
Systemic Lupus ErythematosusWorsen3.08
Type 2 DiabetesWorsen3.9
Ulcerative colitisImproves-2.73

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
Alphaproteobacteria class Increases 📓 Source Study
Bifidobacteriaceae family Increases 📓 Source Study
Enterobacteriaceae family Increases 📓 Source Study
Enterococcaceae family Increases 📓 Source Study
Mycobacteriaceae family Increases 📓 Source Study
Pseudomonadaceae family Increases 📓 Source Study
Aeriscardovia genus Increases 👪 Source Study
Alloscardovia genus Increases 👪 Source Study
Atlantibacter genus Increases 👪 Source Study
Biostraticola genus Increases 👪 Source Study
Buttiauxella genus Increases 👪 Source Study
Candidatus Ishikawaella genus Increases 👪 Source Study
Candidatus Moranella genus Increases 👪 Source Study
Candidatus Riesia genus Increases 👪 Source Study
Catellicoccus genus Increases 👪 Source Study
Cedecea genus Increases 👪 Source Study
Gardnerella genus Increases 👪 Source Study
Gibbsiella genus Increases 👪 Source Study
Hoyosella genus Increases 👪 Source Study
Kosakonia genus Increases 👪 Source Study
Leclercia genus Increases 👪 Source Study
Lelliottia genus Increases 👪 Source Study
Limnobaculum genus Increases 👪 Source Study
MAC genus Increases 👪 Source Study
Melissococcus genus Increases 👪 Source Study
Metakosakonia genus Increases 👪 Source Study
Mycobacterium chelonae complex genus Increases 👪 Source Study
Mycobacterium complex genus Increases 👪 Source Study
Mycobacterium terrae complex genus Increases 👪 Source Study
Mycolicibacterium genus Increases 👪 Source Study
Neoscardovia genus Increases 👪 Source Study
Oblitimonas genus Increases 👪 Source Study
Parascardovia genus Increases 👪 Source Study
Permianibacter genus Increases 👪 Source Study
Pilibacter genus Increases 👪 Source Study
Pluralibacter genus Increases 👪 Source Study
Pseudescherichia genus Increases 👪 Source Study
Pseudomonas chlororaphis group genus Increases 👪 Source Study
Pseudoscardovia genus Increases 👪 Source Study
Raoultella genus Increases 👪 Source Study
Rosenbergiella genus Increases 👪 Source Study
Rugamonas genus Increases 👪 Source Study
Scardovia genus Increases 👪 Source Study
Shimwellia genus Increases 👪 Source Study
Siccibacter genus Increases 👪 Source Study
Tetragenococcus genus Increases 👪 Source Study
Vagococcus genus Increases 👪 Source Study
Yokenella genus Increases 👪 Source Study
Bifidobacterium genus Increases 📓 Source Study
Enterococcus genus Increases 📓 Source Study
Levinea Young et al. 1971 genus Increases 📓 Source Study
Mycobacterium genus Increases 📓 Source Study
Pseudomonas genus Increases 📓 Source Study
Achromobacter georgiopolitanum species Increases 👪 Source Study
ATCC 29548 species Increases 👪 Source Study
ATCC BAA-1240 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 59304 species Increases 👪 Source Study
CGMCC 1.15942 species Increases 👪 Source Study
Citrobacter amalonaticus species Increases 👪 Source Study
Citrobacter farmeri species Increases 👪 Source Study
Citrobacter koseri species Increases 👪 Source Study
Citrobacter sp. species Increases 👪 Source Study
Citrobacter sp. BW4 species Increases 👪 Source Study
Citrobacter sp. HD4.9 species Increases 👪 Source Study
DSM 6978 species Increases 👪 Source Study
Enterococcus alcedinis species Increases 👪 Source Study
Enterococcus asini species Increases 👪 Source Study
Enterococcus avium species Increases 👪 Source Study
Enterococcus canis species Increases 👪 Source Study
Enterococcus cecorum species Increases 👪 Source Study
Enterococcus columbae species Increases 👪 Source Study
Enterococcus devriesei species Increases 👪 Source Study
Enterococcus dispar species Increases 👪 Source Study
Enterococcus durans species Increases 👪 Source Study
Enterococcus gallinarum species Increases 👪 Source Study
Enterococcus gilvus species Increases 👪 Source Study
Enterococcus haemoperoxidus species Increases 👪 Source Study
Enterococcus hermanniensis species Increases 👪 Source Study
Enterococcus italicus species Increases 👪 Source Study
Enterococcus malodoratus species Increases 👪 Source Study
Enterococcus pseudoavium species Increases 👪 Source Study
Enterococcus raffinosus species Increases 👪 Source Study
Enterococcus sp. species Increases 👪 Source Study
Enterococcus sp. FDAARGOS_375 species Increases 👪 Source Study
Enterococcus sp. HSIEG1 species Increases 👪 Source Study
Enterococcus sulfureus species Increases 👪 Source Study
Enterococcus thailandicus species Increases 👪 Source Study
fluorescent pseudomonads species Increases 👪 Source Study
JCM 18565 species Increases 👪 Source Study
KCTC 32541 species Increases 👪 Source Study
Mycobacterium dioxanotrophicus species Increases 👪 Source Study
Mycobacterium kansasii species Increases 👪 Source Study
Mycobacterium simiae complex species Increases 👪 Source Study
Mycobacterium sp. BJC15-C31 species Increases 👪 Source Study
Mycobacterium sp. CRRI 4 species Increases 👪 Source Study
Mycobacterium sp. djl-10 species Increases 👪 Source Study
Mycobacterium sp. DL90 species Increases 👪 Source Study
Mycobacterium sp. EPa45 species Increases 👪 Source Study
Mycobacterium sp. FI 1033 species Increases 👪 Source Study
Mycobacterium sp. JS623 species Increases 👪 Source Study
Mycobacterium sp. KNUC287 species Increases 👪 Source Study
Mycobacterium sp. KNUC297 species Increases 👪 Source Study
Mycobacterium sp. MS1601 species Increases 👪 Source Study
Mycobacterium sp. UNC410CL29Cvi84 species Increases 👪 Source Study
Pseudomonas arsenicoxydans species Increases 👪 Source Study
Pseudomonas brassicacearum species Increases 👪 Source Study
Pseudomonas denitrificans ATCC 13867 species Increases 👪 Source Study
Pseudomonas entomophila species Increases 👪 Source Study
Pseudomonas extremaustralis species Increases 👪 Source Study
Pseudomonas frederiksbergensis species Increases 👪 Source Study
Pseudomonas gingeri species Increases 👪 Source Study
Pseudomonas graminis species Increases 👪 Source Study
Pseudomonas granadensis species Increases 👪 Source Study
Pseudomonas guangdongensis species Increases 👪 Source Study
Pseudomonas koreensis species Increases 👪 Source Study
Pseudomonas litoralis species Increases 👪 Source Study
Pseudomonas moraviensis species Increases 👪 Source Study
Pseudomonas oryzae species Increases 👪 Source Study
Pseudomonas parafulva species Increases 👪 Source Study
Pseudomonas pohangensis species Increases 👪 Source Study
Pseudomonas prosekii species Increases 👪 Source Study
Pseudomonas psychrotolerans species Increases 👪 Source Study
Pseudomonas putida group species Increases 👪 Source Study
Pseudomonas reinekei species Increases 👪 Source Study
Pseudomonas sabulinigri species Increases 👪 Source Study
Pseudomonas salegens species Increases 👪 Source Study
Pseudomonas saponiphila species Increases 👪 Source Study
Pseudomonas saudiphocaensis species Increases 👪 Source Study
Pseudomonas sihuiensis species Increases 👪 Source Study
Pseudomonas soli 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 stutzeri group species Increases 👪 Source Study
Pseudomonas syringae group species Increases 👪 Source Study
Pseudomonas umsongensis species Increases 👪 Source Study
Pseudomonas versuta species Increases 👪 Source Study
Pseudomonas xinjiangensis species Increases 👪 Source Study
Pseudomonas yamanorum species Increases 👪 Source Study
Bifidobacterium bifidum species Increases 📓 Source Study
Bifidobacterium breve species Increases 📓 Source Study

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