vitamin b2(Riboflavin) ** full range

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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
Neuroendocrine: Feeling like you have a low temperatureWorsen2.74
Neurological: emotional overloadWorsen2.74
Neurological: Executive Decision Making (Difficulty making)Worsen2.42
Neurological: fasciculations Worsen2.74
Neurological: High degree of Empathy before onsetWorsen2.74
Neurological: Impairment of concentrationWorsen2.42
Neurological: Short-term memory issuesWorsen2.74
Neurological: Spatial instability and disorientationWorsen2.74
Onset: less than 02 years since onsetWorsen2.74
Post-exertional malaise: Worsening of symptoms after mild mental activityWorsen2.74

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-2.42
Allergic Rhinitis (Hay Fever)Improves-2.41
AllergiesWorsen3.23
Alzheimer's diseaseImproves-3.18
Amyotrophic lateral sclerosis (ALS) Motor NeuronImproves-2.41
Ankylosing spondylitisWorsen3.67
AsthmaWorsen0
AtherosclerosisImproves-3.87
AutismWorsen2.43
Bipolar DisorderWorsen0.22
Brain TraumaImproves-1.53
CarcinomaImproves-2.41
Celiac DiseaseImproves-3.1
Cerebral PalsyImproves-2.54
Chronic Fatigue SyndromeImproves-2.43
Chronic Kidney DiseaseImproves-2.41
Chronic LymeImproves-2.74
Chronic Urticaria (Hives)Improves-3.06
Colorectal CancerImproves-2.25
COVID-19Improves-3.85
Crohn's DiseaseImproves-4.85
cystic fibrosisImproves-3.57
DepressionImproves-2.29
EpilepsyImproves-2.54
Generalized anxiety disorderImproves-3.82
Graves' diseaseWorsen2.74
High Blood PressureWorsen2.54
Histamine IssuesImproves-3.86
IgA nephropathy (IgAN)Improves-1.35
Inflammatory Bowel DiseaseImproves-4.94
Irritable Bowel SyndromeImproves-4.23
Liver CirrhosisImproves-3.69
ME/CFS with IBSWorsen0
ME/CFS without IBSImproves-2.43
Mood DisordersImproves-2.74
Multiple SclerosisImproves-3.08
neuropsychiatric disorders (PANDAS, PANS)Improves-2.42
Nonalcoholic Fatty Liver Disease (nafld) NonalcoholicImproves-4.17
ObesityImproves-3.24
OsteoarthritisImproves-2.41
OsteoporosisImproves-2.41
Parkinson's DiseaseImproves-3.83
PsoriasisImproves-3.44
rheumatoid arthritis (RA),Spondyloarthritis (SpA)Improves-4.02
SchizophreniaWorsen4.13
Sjögren syndromeImproves-2.41
Small Intestinal Bacterial Overgrowth (SIBO)Improves-3.95
Stress / posttraumatic stress disorderImproves-4.95
Systemic Lupus ErythematosusImproves-3.89
Type 1 DiabetesWorsen2.55
Type 2 DiabetesImproves-4.24
Ulcerative colitisImproves-4.23

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
Enterobacteriaceae family Decreases 📓 Source Study
Enterococcaceae family Decreases 📓 Source Study
Staphylococcaceae family Decreases 📓 Source Study
Enterococcus genus Decreases 📓 Source Study
Escherichia genus Decreases 📓 Source Study
Kluyvera genus Decreases 📓 Source Study
Pseudomonas genus Decreases 📓 Source Study
Staphylococcus genus Decreases 📓 Source Study
Atlantibacter genus Decreases 👪 Source Study
Auricoccus genus Decreases 👪 Source Study
Biostraticola genus Decreases 👪 Source Study
Buttiauxella genus Decreases 👪 Source Study
Candidatus Ishikawaella genus Decreases 👪 Source Study
Candidatus Moranella genus Decreases 👪 Source Study
Candidatus Riesia genus Decreases 👪 Source Study
Catellicoccus genus Decreases 👪 Source Study
Cedecea genus Decreases 👪 Source Study
Gibbsiella genus Decreases 👪 Source Study
Jeotgalicoccus genus Decreases 👪 Source Study
Kosakonia genus Decreases 👪 Source Study
Leclercia genus Decreases 👪 Source Study
Lelliottia genus Decreases 👪 Source Study
Limnobaculum genus Decreases 👪 Source Study
Macrococcus genus Decreases 👪 Source Study
Melissococcus genus Decreases 👪 Source Study
Metakosakonia genus Decreases 👪 Source Study
Nosocomiicoccus genus Decreases 👪 Source Study
Pilibacter genus Decreases 👪 Source Study
Pluralibacter genus Decreases 👪 Source Study
Pseudescherichia genus Decreases 👪 Source Study
Pseudomonas chlororaphis group genus Decreases 👪 Source Study
Raoultella genus Decreases 👪 Source Study
Rosenbergiella genus Decreases 👪 Source Study
Salinicoccus genus Decreases 👪 Source Study
Shimwellia genus Decreases 👪 Source Study
Siccibacter genus Decreases 👪 Source Study
Tetragenococcus genus Decreases 👪 Source Study
Vagococcus genus Decreases 👪 Source Study
Yokenella genus Decreases 👪 Source Study
Lactobacillus genus Increases 📓 Source Study
[Clostridium] leptum species Decreases 📓 Source Study
Enterococcus faecalis species Decreases 📓 Source Study
Escherichia coli 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 35469 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
ATCC BAA-1240 species Decreases 👪 Source Study
CCM 7045 species Decreases 👪 Source Study
CCM 7213 species Decreases 👪 Source Study
CCUG 51270 species Decreases 👪 Source Study
CCUG 59304 species Decreases 👪 Source Study
CCUG 59809 species Decreases 👪 Source Study
CGMCC 1.15942 species Decreases 👪 Source Study
DSM 28299 species Decreases 👪 Source Study
DSM 28300 species Decreases 👪 Source Study
DSM 6978 species Decreases 👪 Source Study
Enterococcus alcedinis species Decreases 👪 Source Study
Enterococcus asini species Decreases 👪 Source Study
Enterococcus avium species Decreases 👪 Source Study
Enterococcus canis species Decreases 👪 Source Study
Enterococcus cecorum species Decreases 👪 Source Study
Enterococcus columbae species Decreases 👪 Source Study
Enterococcus devriesei species Decreases 👪 Source Study
Enterococcus dispar species Decreases 👪 Source Study
Enterococcus durans species Decreases 👪 Source Study
Enterococcus gallinarum species Decreases 👪 Source Study
Enterococcus gilvus species Decreases 👪 Source Study
Enterococcus haemoperoxidus species Decreases 👪 Source Study
Enterococcus hermanniensis species Decreases 👪 Source Study
Enterococcus italicus species Decreases 👪 Source Study
Enterococcus malodoratus species Decreases 👪 Source Study
Enterococcus pseudoavium species Decreases 👪 Source Study
Enterococcus raffinosus species Decreases 👪 Source Study
Enterococcus sp. species Decreases 👪 Source Study
Enterococcus sp. FDAARGOS_375 species Decreases 👪 Source Study
Enterococcus sp. HSIEG1 species Decreases 👪 Source Study
Enterococcus sulfureus species Decreases 👪 Source Study
Enterococcus thailandicus species Decreases 👪 Source Study
Escherichia albertii species Decreases 👪 Source Study
Escherichia coli Biovare species Decreases 👪 Source Study
Escherichia marmotae species Decreases 👪 Source Study
Escherichia sp. species Decreases 👪 Source Study
Escherichia sp. 1_1_43 species Decreases 👪 Source Study
Escherichia sp. 4_1_40B species Decreases 👪 Source Study
fluorescent pseudomonads species Decreases 👪 Source Study
KCTC 32541 species Decreases 👪 Source Study
Kluyvera ascorbata species Decreases 👪 Source Study
Kluyvera cryocrescens species Decreases 👪 Source Study
Kluyvera georgiana species Decreases 👪 Source Study
Kluyvera intermedia species Decreases 👪 Source Study
Kluyvera sp. SR5.1 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
Lactobacillus plantarum species Increases 📓 Source Study

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