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: 0-10Improves-3.56
Age: 50-60Worsen1.51
Age: 60-70Improves-2.75
Asymptomatic: Minor Health Issues (a few symptoms only)Worsen2.82
Asymptomatic: No Health IssuesWorsen1.36
Autism: Official DiagnosisWorsen1.36
Autonomic Manifestations: cardiac arrhythmiasImproves-2.92
Autonomic Manifestations: Orthostatic intoleranceImproves-3.45
Autonomic Manifestations: palpitationsImproves-3.59
Autonomic: Graying or blacking out after standingImproves-2.92
Autonomic: Inability to tolerate an upright positionImproves-3.45
Autonomic: Irregular heartbeatsImproves-2.92
Blood Type: A PositiveImproves-2.82
Blood Type: O PositiveImproves-3.45
Comorbid: Constipation and Diarrohea (not explosions)Worsen2.93
Comorbid: Constipation and Explosions (not diarrohea)Improves-3.53
Comorbid: FibromyalgiaImproves-3.53
Comorbid: High AnxietyImproves-3.53
Comorbid: Inflammatory bowel disease Improves-3.45
Comorbid: Methylation issues (MTHFR)Improves-2.83
Comorbid: Snoring (NOT Sleep ApneaImproves-3.45
Condition: ME/CFS with IBSWorsen2.8
DePaul University Fatigue Questionnaire : Abdomen painWorsen3.95
DePaul University Fatigue Questionnaire : AllergiesWorsen3.58
DePaul University Fatigue Questionnaire : Anxiety/tensionWorsen3.95
DePaul University Fatigue Questionnaire : DepressionWorsen3.95
DePaul University Fatigue Questionnaire : Difficulty falling asleepWorsen3.59
DePaul University Fatigue Questionnaire : Difficulty finding the right wordWorsen3.95
DePaul University Fatigue Questionnaire : Difficulty staying asleepWorsen3.59
DePaul University Fatigue Questionnaire : FatigueWorsen2.92
DePaul University Fatigue Questionnaire : Forgetting what you are trying to sayWorsen3.95
DePaul University Fatigue Questionnaire : Impaired Memory & concentrationWorsen1.78
DePaul University Fatigue Questionnaire : Unrefreshing Sleep, that is waking up feeling tired Worsen3.02
DePaul University Fatigue Questionnaire : Upset stomachWorsen3.59
DePaul University Fatigue Questionnaire : Walking up early in the morning (e.g. 3AM)Worsen3.95
Gender: FemaleWorsen2.92
General: Sinus issues with headachesWorsen1.36
Immune Manifestations: Inflammation (General)Improves-2.92
Immune Manifestations: Mucus in the stoolImproves-2.92
Infection: Human Herpesvirus 6 (HHV6)Improves-1.04
Infection: MycoplasmaImproves-2.92
Joint: RednessImproves-2.82
Joint: Stiffness and swellingImproves-2.92
Joint: TendernessImproves-3.45
Neuroendocrine Manifestations: Paraesthesia (tingling burning of skin)Improves-2.75
Neuroendocrine Manifestations: worsening of symptoms with stress.Improves-1.59
Neuroendocrine: Alcohol intoleranceImproves-2.92
Neuroendocrine: Lack of appetiteWorsen2.88
Neurological-Sleep: Chaotic diurnal sleep rhythms (Erratic Sleep)Improves-2.92
Neurological-Sleep: InsomniaImproves-2.92
Neurological-Vision: Blurred VisionImproves-3.59
Neurological-Vision: inability to focus eye/visionImproves-2.92
Neurological-Vision: photophobia (Light Sensitivity)Improves-2.92
Neurological: Difficulty readingImproves-2.92
Neurological: Executive Decision Making (Difficulty making)Improves-1.59
Neurological: fasciculations Improves-3.71
Neurological: Impairment of concentrationImproves-1.59
Neurological: Joint hypermobilityImproves-2.82
Neurological: Seasonal Affective Disorder (SAD)Worsen1.36
Official Diagnosis: Allergic Rhinitis (Hay Fever)Improves-2.82
Official Diagnosis: Autoimmune DiseaseImproves-2.75
Official Diagnosis: Irritable Bowel SyndromeImproves-2.92
Official Diagnosis: Mast Cell DysfunctionImproves-3.45
Pain: Sensitivity to painImproves-2.82
Post-exertional malaise: Mentally tired after the slightest effortWorsen3.56
Sleep: Problems staying asleepImproves-3.12
Sleep: Waking up early in the morning (e.g. 3 AM)Improves-2.92

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
ADHDWorsen4.47
Allergic Rhinitis (Hay Fever)Improves-2.93
AllergiesImproves-3.87
Alzheimer's diseaseWorsen4.42
Amyotrophic lateral sclerosis (ALS) Motor NeuronWorsen3.59
Ankylosing spondylitisWorsen4.76
AsthmaImproves-2.82
AtherosclerosisWorsen4.45
AutismWorsen4
Barrett esophagus cancerWorsen3.66
Bipolar DisorderImproves-2.83
Brain TraumaWorsen1.39
CarcinomaWorsen0
Celiac DiseaseImproves-3.81
Cerebral PalsyWorsen2.88
Chronic Fatigue SyndromeImproves-4.57
Chronic Kidney DiseaseImproves-2.68
Colorectal CancerImproves-1.77
COVID-19Improves-2.93
Crohn's DiseaseImproves-1.35
DepressionWorsen4.62
EczemaImproves-4.43
EpilepsyImproves-3.47
FibromyalgiaImproves-4.43
Functional constipation / chronic idiopathic constipationWorsen2.88
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 SclerosisWorsen3.4
Multiple system atrophy (MSA)Improves-1.3
Nonalcoholic Fatty Liver Disease (nafld) NonalcoholicImproves-4.27
NonCeliac Gluten SensitivityImproves-2.88
ObesityWorsen3.28
OsteoporosisImproves-0.98
Parkinson's DiseaseWorsen5.51
PsoriasisWorsen3.87
rheumatoid arthritis (RA),Spondyloarthritis (SpA)Improves-4.36
RosaceaWorsen1.3
SchizophreniaWorsen4.6
Sjögren syndromeImproves-3.89
Stress / posttraumatic stress disorderWorsen2.61
Systemic Lupus ErythematosusWorsen1.29
Type 1 DiabetesImproves-2.54
Type 2 DiabetesWorsen4.96
Ulcerative colitisWorsen2.09

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 49165 species Increases 👪 Source Study
ATCC 700934 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
CCUG 48460 species Increases 👪 Source Study
CCUG 63301 species Increases 👪 Source Study
CCUG 63631 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 19284 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 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 allii species Increases 👪 Source Study
Lactobacillus amylolyticus species Increases 👪 Source Study
Lactobacillus animalis species Increases 👪 Source Study
Lactobacillus antri species Increases 👪 Source Study
Lactobacillus apis species Increases 👪 Source Study
Lactobacillus backii species Increases 👪 Source Study
Lactobacillus bifermentans species Increases 👪 Source Study
Lactobacillus bombi species Increases 👪 Source Study
Lactobacillus brantae species Increases 👪 Source Study
Lactobacillus buchneri 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 crustorum species Increases 👪 Source Study
Lactobacillus curieae species Increases 👪 Source Study
Lactobacillus equi species Increases 👪 Source Study
Lactobacillus equigenerosi species Increases 👪 Source Study
Lactobacillus farciminis species Increases 👪 Source Study
Lactobacillus fermentum species Increases 👪 Source Study
Lactobacillus floricola species Increases 👪 Source Study
Lactobacillus frumenti species Increases 👪 Source Study
Lactobacillus fuchuensis species Increases 👪 Source Study
Lactobacillus gallinarum species Increases 👪 Source Study
Lactobacillus ginsenosidimutans species Increases 👪 Source Study
Lactobacillus hamsteri species Increases 👪 Source Study
Lactobacillus harbinensis species Increases 👪 Source Study
Lactobacillus hayakitensis species Increases 👪 Source Study
Lactobacillus heilongjiangensis species Increases 👪 Source Study
Lactobacillus helveticus species Increases 👪 Source Study
Lactobacillus hilgardii species Increases 👪 Source Study
Lactobacillus hokkaidonensis species Increases 👪 Source Study
Lactobacillus ingluviei species Increases 👪 Source Study
Lactobacillus intestinalis species Increases 👪 Source Study
Lactobacillus jensenii 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 kunkeei species Increases 👪 Source Study
Lactobacillus lindneri species Increases 👪 Source Study
Lactobacillus malefermentans species Increases 👪 Source Study
Lactobacillus mali 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 oris 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 paracollinoides species Increases 👪 Source Study
Lactobacillus parafarraginis species Increases 👪 Source Study
Lactobacillus paralimentarius species Increases 👪 Source Study
Lactobacillus paraplantarum species Increases 👪 Source Study
Lactobacillus pentosus 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 rapi species Increases 👪 Source Study
Lactobacillus rodentium species Increases 👪 Source Study
Lactobacillus sakei species Increases 👪 Source Study
Lactobacillus saniviri species Increases 👪 Source Study
Lactobacillus satsumensis 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 zymae species Increases 👪 Source Study
LMG:9496 species Increases 👪 Source Study

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