lactobacillus acidophilus,cellobiose (probiotics) ** 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: 50-60Worsen1.51
Asymptomatic: Minor Health Issues (a few symptoms only)Worsen2.82
Autonomic Manifestations: Orthostatic intoleranceImproves-3.53
Autonomic Manifestations: palpitationsImproves-2.92
Blood Type: O PositiveImproves-3.53
Comorbid: Constipation and Explosions (not diarrohea)Improves-3.53
Comorbid: High AnxietyImproves-3.53
Comorbid: Inflammatory bowel disease Improves-3.53
Comorbid: MigraineWorsen2.93
Comorbid: Snoring (NOT Sleep ApneaImproves-3.53
DePaul University Fatigue Questionnaire : AllergiesWorsen3.95
DePaul University Fatigue Questionnaire : Anxiety/tensionWorsen2.8
DePaul University Fatigue Questionnaire : Difficulty staying asleepWorsen3.59
DePaul University Fatigue Questionnaire : FatigueWorsen2.92
DePaul University Fatigue Questionnaire : Forgetting what you are trying to sayWorsen4.23
DePaul University Fatigue Questionnaire : Impaired Memory & concentrationWorsen1.11
DePaul University Fatigue Questionnaire : Unrefreshing Sleep, that is waking up feeling tired Worsen3.02
DePaul University Fatigue Questionnaire : Walking up early in the morning (e.g. 3AM)Worsen3.54
General: Heavy feeling in arms and legsWorsen2.88
General: Myalgia (pain)Improves-1.36
Joint: RednessImproves-2.82
Joint: Stiffness and swellingImproves-2.92
Joint: TendernessImproves-3.53
Neuroendocrine: Lack of appetiteWorsen2.88
Neurological-Sleep: InsomniaImproves-2.92
Neurological-Vision: Blurred VisionImproves-3.59
Neurological-Vision: inability to focus eye/visionImproves-2.92
Neurological: fasciculations Improves-3.71
Neurological: Impairment of concentrationImproves-1.59
Neurological: Joint hypermobilityImproves-2.82
Official Diagnosis: Allergic Rhinitis (Hay Fever)Improves-2.82
Official Diagnosis: Autoimmune DiseaseImproves-2.92
Official Diagnosis: Mast Cell DysfunctionImproves-3.53
Post-exertional malaise: Difficulty reading after mild physical or mental activityWorsen2.82
Post-exertional malaise: Mentally tired after the slightest effortWorsen2.88
Sleep: Need to nap dailyWorsen2.82

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-3.47
ADHDWorsen3.56
AllergiesImproves-2.72
Alzheimer's diseaseImproves-3.99
Ankylosing spondylitisWorsen4.87
AsthmaWorsen2.88
AtherosclerosisWorsen4.45
AutismWorsen2.3
Barrett esophagus cancerWorsen3.66
Brain TraumaWorsen2.9
CarcinomaWorsen0
Celiac DiseaseImproves-2.88
Chronic Fatigue SyndromeImproves-4.57
Chronic Kidney DiseaseImproves-2.68
Colorectal CancerImproves-1.77
Crohn's DiseaseImproves-1.35
DepressionWorsen4.62
EpilepsyImproves-3.47
FibromyalgiaImproves-3.9
gallstone disease (gsd)Improves-2.99
Gastroesophageal reflux disease (Gerd) including Barrett's esophagusImproves-1.46
Graves' diseaseWorsen2.88
Hashimoto's thyroiditisImproves-3.51
High Blood PressureImproves-3.93
Histamine IssuesWorsen1.84
Histamine Issues From UbiomeImproves-2.72
Hyperlipidemia (High Blood Fats)Improves-2.63
hypertension (High Blood PressureWorsen2.92
IgA nephropathy (IgAN)Improves-2.26
Inflammatory Bowel DiseaseWorsen3.38
Irritable Bowel SyndromeImproves-4.44
Liver CirrhosisImproves-4.58
ME/CFS with IBSImproves-2.88
ME/CFS without IBSImproves-2.88
Multiple SclerosisImproves-1.21
Multiple system atrophy (MSA)Improves-1.3
Nonalcoholic Fatty Liver Disease (nafld) NonalcoholicImproves-3.05
ObesityWorsen3.28
OsteoporosisImproves-0.98
Parkinson's DiseaseWorsen4.72
PsoriasisWorsen2.88
Rheumatoid arthritisImproves-4.16
rheumatoid arthritis (RA),Spondyloarthritis (SpA)Worsen3.47
RosaceaWorsen1.3
SchizophreniaWorsen3.83
Sjögren syndromeImproves-2.88
Stress / posttraumatic stress disorderWorsen2.61
Systemic Lupus ErythematosusWorsen1.54
Type 1 DiabetesWorsen0.98
Type 2 DiabetesWorsen4.32
Ulcerative colitisImproves-1.75

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
Veillonellaceae family Decreases 📓 Source Study
Bifidobacteriaceae family Increases 📓 Source Study
Coriobacteriaceae family Increases 📓 Source Study
Eubacteriaceae family Increases 📓 Source Study
Lactobacillaceae family Increases 📓 Source Study
Dialister genus Decreases 📓 Source Study
Allisonella genus Decreases 👪 Source Study
Anaeroglobus genus Decreases 👪 Source Study
Negativicoccus genus Decreases 👪 Source Study
Acetobacterium genus Increases 👪 Source Study
Aeriscardovia genus Increases 👪 Source Study
Alkalibacter genus Increases 👪 Source Study
Alkalibaculum genus Increases 👪 Source Study
Alloscardovia genus Increases 👪 Source Study
Aminicella genus Increases 👪 Source Study
Anaerofustis genus Increases 👪 Source Study
Coriobacterium genus Increases 👪 Source Study
Enorma genus Increases 👪 Source Study
Gardnerella genus Increases 👪 Source Study
Intestinibacillus genus Increases 👪 Source Study
Neoscardovia genus Increases 👪 Source Study
Parascardovia genus Increases 👪 Source Study
Parvibacter genus Increases 👪 Source Study
Pediococcus genus Increases 👪 Source Study
Pseudoramibacter genus Increases 👪 Source Study
Pseudoscardovia genus Increases 👪 Source Study
Scardovia genus Increases 👪 Source Study
Senegalimassilia genus Increases 👪 Source Study
Sharpea genus Increases 👪 Source Study
Bifidobacterium genus Increases 📓 Source Study
Collinsella genus Increases 📓 Source Study
Eubacterium genus Increases 📓 Source Study
Lactobacillus genus Increases 📓 Source Study
Dialister invisus species Decreases 👪 Source Study
Dialister micraerophilus species Decreases 👪 Source Study
Dialister pneumosintes species Decreases 👪 Source Study
Dialister propionicifaciens species Decreases 👪 Source Study
Dialister sp. species Decreases 👪 Source Study
Dialister sp. E2_20 species Decreases 👪 Source Study
Dialister sp. Marseille-P5638 species Decreases 👪 Source Study
Dialister sp. S4-23 species Decreases 👪 Source Study
Dialister sp. S7MSR5 species Decreases 👪 Source Study
Dialister succinatiphilus species Decreases 👪 Source Study
[Eubacterium] cellulosolvens species Increases 👪 Source Study
[Eubacterium] eligens species Increases 👪 Source Study
ATCC 25258 species Increases 👪 Source Study
ATCC 33199 species Increases 👪 Source Study
ATCC 35046 species Increases 👪 Source Study
ATCC 49062 species Increases 👪 Source Study
ATCC 49165 species Increases 👪 Source Study
ATCC 700211 species Increases 👪 Source Study
ATCC 700308 species Increases 👪 Source Study
ATCC 700934 species Increases 👪 Source Study
ATCC 8041 species Increases 👪 Source Study
BCRC 17755 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
CCTCC M 2011381 species Increases 👪 Source Study
CCUG 48456 species Increases 👪 Source Study
CCUG 48460 species Increases 👪 Source Study
CCUG 53174 species Increases 👪 Source Study
CCUG 63301 species Increases 👪 Source Study
CCUG 63631 species Increases 👪 Source Study
CIP 106922 species Increases 👪 Source Study
Collinsella sp. species Increases 👪 Source Study
Collinsella stercoris species Increases 👪 Source Study
Collinsella tanakaei species Increases 👪 Source Study
CRBIP 24.179 species Increases 👪 Source Study
CSUR P2666 species Increases 👪 Source Study
DSM 16230 species Increases 👪 Source Study
DSM 19284 species Increases 👪 Source Study
DSM 19907 species Increases 👪 Source Study
DSM 24301 species Increases 👪 Source Study
DSM 26202 species Increases 👪 Source Study
DSM 28069 species Increases 👪 Source Study
environmental samples species Increases 👪 Source Study
Eubacterium coprostanoligenes species Increases 👪 Source Study
Eubacterium limosum species Increases 👪 Source Study
Eubacterium oxidoreducens species Increases 👪 Source Study
Eubacterium pyruvativorans species Increases 👪 Source Study
Eubacterium ramulus species Increases 👪 Source Study
Eubacterium rangiferina species Increases 👪 Source Study
Eubacterium ruminantium species Increases 👪 Source Study
Eubacterium sp. species Increases 👪 Source Study
Eubacterium sp. ARC-2 species Increases 👪 Source Study
Eubacterium sp. oral strain A35MT species Increases 👪 Source Study
Eubacterium sp. SA11 species Increases 👪 Source Study
Eubacterium uniforme species Increases 👪 Source Study
Eubacterium ventriosum species Increases 👪 Source Study
Eubacterium xylanophilum species Increases 👪 Source Study
JCM 1039 species Increases 👪 Source Study
JCM 11969 species Increases 👪 Source Study
JCM 18665 species Increases 👪 Source Study
JCM 31938 species Increases 👪 Source Study
JCM 32269 species Increases 👪 Source Study
Lactobacillus acetotolerans species Increases 👪 Source Study
Lactobacillus acidipiscis species Increases 👪 Source Study
Lactobacillus agilis species Increases 👪 Source Study
Lactobacillus alimentarius species Increases 👪 Source Study
Lactobacillus amylolyticus species Increases 👪 Source Study
Lactobacillus apis species Increases 👪 Source Study
Lactobacillus bifermentans species Increases 👪 Source Study
Lactobacillus bombi species Increases 👪 Source Study
Lactobacillus brantae species Increases 👪 Source Study
Lactobacillus ceti species Increases 👪 Source Study
Lactobacillus coleohominis species Increases 👪 Source Study
Lactobacillus composti species Increases 👪 Source Study
Lactobacillus coryniformis species Increases 👪 Source Study
Lactobacillus equi species Increases 👪 Source Study
Lactobacillus equigenerosi species Increases 👪 Source Study
Lactobacillus fermentum species Increases 👪 Source Study
Lactobacillus floricola species Increases 👪 Source Study
Lactobacillus fuchuensis species Increases 👪 Source Study
Lactobacillus hamsteri species Increases 👪 Source Study
Lactobacillus harbinensis species Increases 👪 Source Study
Lactobacillus hayakitensis species Increases 👪 Source Study
Lactobacillus helveticus species Increases 👪 Source Study
Lactobacillus hilgardii species Increases 👪 Source Study
Lactobacillus ingluviei species Increases 👪 Source Study
Lactobacillus intestinalis species Increases 👪 Source Study
Lactobacillus johnsonii species Increases 👪 Source Study
Lactobacillus kalixensis species Increases 👪 Source Study
Lactobacillus kefiranofaciens species Increases 👪 Source Study
lactobacillus kefiri species Increases 👪 Source Study
Lactobacillus lindneri species Increases 👪 Source Study
Lactobacillus malefermentans species Increases 👪 Source Study
Lactobacillus mellifer species Increases 👪 Source Study
Lactobacillus mellis species Increases 👪 Source Study
Lactobacillus murinus species Increases 👪 Source Study
Lactobacillus namurensis species Increases 👪 Source Study
Lactobacillus nodensis species Increases 👪 Source Study
Lactobacillus oligofermentans species Increases 👪 Source Study
Lactobacillus oryzae species Increases 👪 Source Study
Lactobacillus ozensis species Increases 👪 Source Study
Lactobacillus pantheris species Increases 👪 Source Study
Lactobacillus parabuchneri species Increases 👪 Source Study
Lactobacillus parafarraginis species Increases 👪 Source Study
Lactobacillus paralimentarius species Increases 👪 Source Study
Lactobacillus perolens species Increases 👪 Source Study
Lactobacillus plajomi species Increases 👪 Source Study
Lactobacillus pontis species Increases 👪 Source Study
Lactobacillus psittaci species Increases 👪 Source Study
Lactobacillus rodentium species Increases 👪 Source Study
Lactobacillus sakei species Increases 👪 Source Study
Lactobacillus selangorensis species Increases 👪 Source Study
Lactobacillus songhuajiangensis species Increases 👪 Source Study
Lactobacillus sp. species Increases 👪 Source Study
Lactobacillus sp. 7_1_47FAA species Increases 👪 Source Study
Lactobacillus sp. Akhmro1 species Increases 👪 Source Study
Lactobacillus sp. BHWM-4 species Increases 👪 Source Study
Lactobacillus sp. C30An8 species Increases 👪 Source Study
Lactobacillus sp. C4I1 species Increases 👪 Source Study
Lactobacillus sp. C4I18 species Increases 👪 Source Study
Lactobacillus sp. CBA3606 species Increases 👪 Source Study
Lactobacillus sp. H7_2_4MCO2 species Increases 👪 Source Study
Lactobacillus sp. H7_6_6MCO2 species Increases 👪 Source Study
Lactobacillus sp. HBUAS52074 species Increases 👪 Source Study
Lactobacillus sp. HSLZ-75 species Increases 👪 Source Study
Lactobacillus sp. MYMRS/TEN2 species Increases 👪 Source Study
Lactobacillus sp. NRCT-KU 1 species Increases 👪 Source Study
Lactobacillus sp. S16 species Increases 👪 Source Study
Lactobacillus sp. T059 species Increases 👪 Source Study
Lactobacillus sp. TAB-22 species Increases 👪 Source Study
Lactobacillus sp. TAB-29 species Increases 👪 Source Study
Lactobacillus tucceti species Increases 👪 Source Study
Lactobacillus vaccinostercus species Increases 👪 Source Study
Lactobacillus vaginalis species Increases 👪 Source Study
Lactobacillus vini species Increases 👪 Source Study
Lactobacillus yamanashiensis species Increases 👪 Source Study
Lactobacillus zymae species Increases 👪 Source Study
Lactobacterium buchneri species Increases 👪 Source Study
LMG:9200 species Increases 👪 Source Study
LMG:9496 species Increases 👪 Source Study
not JCM 16719 species Increases 👪 Source Study

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