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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: 0-10Worsen3.56
Age: 10-20Worsen2.99
Age: 20-30Worsen2.99
Age: 30-40Improves-3.18
Age: 40-50Improves-2.95
Age: 60-70Worsen2.99
Asymptomatic: Minor Health Issues (a few symptoms only)Worsen2.99
Asymptomatic: No Health IssuesWorsen2.99
Autism: Official DiagnosisWorsen2.99
Autonomic Manifestations: irritable bowel syndromeWorsen2.99
Autonomic: Ocassional Tachycardia (Rapid heart beat)Improves-2.95
Comorbid-Mouth: Bruxism - Jaw cleanching / Teeth grindingWorsen2.99
Comorbid-Mouth: Gingivits / Gum DiseaseImproves-2.88
Comorbid-Mouth: TMJ / Dysfunction of the temporomandibular joint syndromeWorsen2.99
Comorbid: Constipation and Diarrohea (not explosions)Improves-2.93
Comorbid: Constipation and Explosions (not diarrohea)Worsen3.6
Comorbid: HypothyroidismWorsen2.99
Comorbid: Inflammatory bowel disease Improves-2.87
Comorbid: MigraineImproves-2.93
Comorbid: Mold Sensitivity / ExposureImproves-2.95
Condition: ME/CFS with IBSImproves-3.61
DePaul University Fatigue Questionnaire : Abdomen painImproves-3.98
DePaul University Fatigue Questionnaire : AllergiesImproves-4.1
DePaul University Fatigue Questionnaire : Anxiety/tensionImproves-4.32
DePaul University Fatigue Questionnaire : Chemical sensitivityImproves-3.61
DePaul University Fatigue Questionnaire : DepressionImproves-2.93
DePaul University Fatigue Questionnaire : Difficulty comprehending InformationImproves-3.61
DePaul University Fatigue Questionnaire : Difficulty falling asleepImproves-4.02
DePaul University Fatigue Questionnaire : Difficulty finding the right wordImproves-4.53
DePaul University Fatigue Questionnaire : Difficulty staying asleepImproves-3.61
DePaul University Fatigue Questionnaire : DizzinessImproves-2.93
DePaul University Fatigue Questionnaire : FatigueImproves-3.64
DePaul University Fatigue Questionnaire : Forgetting what you are trying to sayImproves-4.02
DePaul University Fatigue Questionnaire : Impaired Memory & concentrationImproves-3.16
DePaul University Fatigue Questionnaire : Racing heartImproves-3.61
DePaul University Fatigue Questionnaire : Unrefreshing Sleep, that is waking up feeling tired Improves-3.64
DePaul University Fatigue Questionnaire : Upset stomachImproves-4.02
DePaul University Fatigue Questionnaire : Walking up early in the morning (e.g. 3AM)Improves-3.73
Gender: FemaleWorsen2.87
Gender: MaleImproves-2.95
General: FatigueWorsen0.17
General: HeadachesWorsen2.99
General: Myalgia (pain)Improves-2.95
Immune Manifestations: Abdominal PainWorsen2.99
Immune Manifestations: Alcohol IntolerantWorsen2.99
Immune Manifestations: BloatingImproves-0.88
Immune Manifestations: ConstipationWorsen3.6
Immune Manifestations: DiarrheaImproves-2.95
Immune Manifestations: general malaiseWorsen3.6
Immune: Chronic SinusitisImproves-1.17
Immune: Viral infections with prolonged recovery periodsImproves-2.95
Infection: Epstein-Barr virusImproves-2.87
Infection: Human Herpesvirus 6 (HHV6)Worsen1.75
Neurocognitive: Brain FogImproves-2.95
Neurocognitive: Can only focus on one thing at a timeWorsen2.99
Neurocognitive: Difficulty paying attention for a long period of timeWorsen2.99
Neurocognitive: Problems remembering thingsImproves-2.95
Neurocognitive: Slowness of thoughtWorsen2.99
Neurocognitive: Unable to focus vision and/or attentionWorsen2.99
Neuroendocrine Manifestations: cold extremitiesWorsen2.99
Neuroendocrine Manifestations: Muscle weakness Improves-2.95
Neuroendocrine Manifestations: Rapid muscular fatiguabilityImproves-2.95
Neuroendocrine Manifestations: subnormal body temperatureWorsen2.99
Neuroendocrine Manifestations: worsening of symptoms with stress.Improves-0.88
Neuroendocrine: Feeling hot or cold for no reasonImproves-2.95
Neuroendocrine: Feeling like you have a high temperatureImproves-2.95
Neuroendocrine: Temperature fluctuations throughout the dayImproves-2.95
Neurological-Audio: hypersensitivity to noiseWorsen3.6
Neurological-Sleep: Chaotic diurnal sleep rhythms (Erratic Sleep)Improves-2.88
Neurological-Sleep: Sleep ApneaImproves-2.95
Neurological-Sleep: Vivid Dreams/NightmaresImproves-2.95
Neurological-Vision: Blurred VisionWorsen3.63
Neurological-Vision: inability to focus eye/visionWorsen3.6
Neurological-Vision: photophobia (Light Sensitivity)Worsen2.99
Neurological: Difficulty processing information (Understanding)Worsen2.99
Neurological: Difficulty readingWorsen3.6
Neurological: emotional overloadWorsen2.99
Neurological: Executive Decision Making (Difficulty making)Worsen2.99
Neurological: fasciculations Worsen3.75
Neurological: Impairment of concentrationWorsen3.6
Neurological: Joint hypermobilityWorsen2.99
Neurological: Seasonal Affective Disorder (SAD)Worsen2.99
Official Diagnosis: Chronic Fatigue SyndromeImproves-2.95
Official Diagnosis: Inflammatory Bowel Disease (IBD)Improves-2.99
Official Diagnosis: Mast Cell DysfunctionWorsen2.99
Onset: 2000-2010Improves-2.95
Onset: 2010-2020Worsen3.6
Onset: GradualWorsen2.99
Pain: Joint painImproves-2.95
Pain: Pain or aching in musclesImproves-2.95
Post-exertional malaise: Mentally tired after the slightest effortImproves-2.9
Post-exertional malaise: Physically drained or sick after mild activityImproves-3.59
Post-exertional malaise: Post-exertional malaiseImproves-2.95
Sleep: Daytime drowsinessWorsen2.87
Sleep: Need to nap dailyImproves-2.95
Sleep: Problems falling asleepImproves-2.95
Sleep: Problems staying asleepImproves-3.58
Sleep: Unrefreshed sleepImproves-2.96
Sleep: Waking up early in the morning (e.g. 3 AM)Improves-2.95

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
AcneWorsen4.25
ADHDImproves-5.07
Allergic Rhinitis (Hay Fever)Worsen4.27
AllergiesImproves-3.56
Alzheimer's diseaseImproves-4.5
Amyotrophic lateral sclerosis (ALS) Motor NeuronImproves-3.55
Ankylosing spondylitisImproves-4.73
AsthmaWorsen0.29
AtherosclerosisWorsen1.95
AutismWorsen5.13
Barrett esophagus cancerImproves-2.93
Bipolar DisorderImproves-3.64
Brain TraumaImproves-2.9
CarcinomaImproves-2.83
Celiac DiseaseWorsen3.66
Cerebral PalsyImproves-2.88
Chronic Fatigue SyndromeWorsen4.23
Chronic Kidney DiseaseImproves-1.2
Chronic Urticaria (Hives)Improves-3.64
Colorectal CancerImproves-2.82
COVID-19Improves-3
Crohn's DiseaseImproves-3.5
cystic fibrosisImproves-2.99
DepressionWorsen2.93
EczemaWorsen3.95
EpilepsyImproves-2.99
FibromyalgiaWorsen3.55
Functional constipation / chronic idiopathic constipationImproves-2.88
gallstone disease (gsd)Worsen2.88
Graves' diseaseImproves-4.02
Hashimoto's thyroiditisWorsen3.55
Hyperlipidemia (High Blood Fats)Improves-3.6
hypertension (High Blood PressureImproves-2.78
IgA nephropathy (IgAN)Worsen2.88
Inflammatory Bowel DiseaseImproves-2.7
InsomniaImproves-3.64
Irritable Bowel SyndromeImproves-1.02
Juvenile idiopathic arthritisImproves-2.99
Liver CirrhosisWorsen4.18
Long COVIDImproves-3.99
ME/CFS with IBSWorsen2.88
ME/CFS without IBSWorsen2.88
Metabolic SyndromeWorsen2.87
Multiple SclerosisImproves-4.1
Multiple system atrophy (MSA)Worsen2.88
Nonalcoholic Fatty Liver Disease (nafld) NonalcoholicWorsen3.62
NonCeliac Gluten SensitivityWorsen2.88
ObesityImproves-4.91
obsessive-compulsive disorder Worsen2.88
Parkinson's DiseaseImproves-5.29
PsoriasisImproves-4.27
rheumatoid arthritis (RA),Spondyloarthritis (SpA)Improves-4.5
RosaceaImproves-4
SchizophreniaImproves-3.09
Sjögren syndromeWorsen4.81
Sleep ApneaImproves-0.93
Stress / posttraumatic stress disorderWorsen4.02
Systemic Lupus ErythematosusWorsen3.66
Type 1 DiabetesImproves-3.58
Type 2 DiabetesImproves-4.93
Ulcerative colitisWorsen2.79

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
Acidobacteriia class Decreases 📓 Source Study
Bifidobacteriaceae family Decreases 📓 Source Study
Coriobacteriaceae family Decreases 📓 Source Study
Desulfovibrionaceae family Decreases 📓 Source Study
Eggerthellaceae family Decreases 👪 Source Study
Adlercreutzia genus Decreases 📓 Source Study
Bifidobacterium genus Decreases 📓 Source Study
Bilophila genus Decreases 📓 Source Study
Aeriscardovia genus Decreases 👶 Source Study
Alloscardovia genus Decreases 👶 Source Study
Bombiscardovia genus Decreases 👶 Source Study
Collinsella genus Decreases 👶 Source Study
Coriobacterium genus Decreases 👶 Source Study
Desulfobaculum genus Decreases 👶 Source Study
Desulfocurvibacter genus Decreases 👶 Source Study
Desulfocurvus genus Decreases 👶 Source Study
Desulfohalovibrio genus Decreases 👶 Source Study
Desulfovibrio genus Decreases 👶 Source Study
Enorma genus Decreases 👶 Source Study
Gardnerella genus Decreases 👶 Source Study
Halodesulfovibrio genus Decreases 👶 Source Study
Lawsonia genus Decreases 👶 Source Study
Neoscardovia genus Decreases 👶 Source Study
Parascardovia genus Decreases 👶 Source Study
Parvibacter genus Decreases 👶 Source Study
Pseudodesulfovibrio genus Decreases 👶 Source Study
Pseudoscardovia genus Decreases 👶 Source Study
Scardovia genus Decreases 👶 Source Study
Senegalimassilia genus Decreases 👶 Source Study
Actinobacteria incertae sedis norank Decreases 👶 Source Study
environmental samples norank Decreases 👶 Source Study
Mzabimycetaceae norank Decreases 👶 Source Study
unclassified Actinobacteria norank Decreases 👶 Source Study
unclassified Bifidobacteriaceae (miscellaneous) norank Decreases 👶 Source Study
unclassified Coriobacteriaceae norank Decreases 👶 Source Study
Actinobacteria phylum Decreases 📓 Source Study
Adlercreutzia equolifaciens species Decreases 👶 Source Study
Adlercreutzia sp. species Decreases 👶 Source Study
AS 1.2273 species Decreases 👶 Source Study
AS 1.2274 species Decreases 👶 Source Study
Bifidobacterium actinocoloniiforme species Decreases 👶 Source Study
Bifidobacterium adolescentis species Decreases 👶 Source Study
Bifidobacterium aesculapii species Decreases 👶 Source Study
Bifidobacterium angulatum species Decreases 👶 Source Study
Bifidobacterium animalis species Decreases 👶 Source Study
Bifidobacterium asteroides species Decreases 👶 Source Study
Bifidobacterium avesanii species Decreases 👶 Source Study
Bifidobacterium biavatii species Decreases 👶 Source Study
Bifidobacterium bifidum species Decreases 👶 Source Study
Bifidobacterium bohemicum species Decreases 👶 Source Study
Bifidobacterium bombi species Decreases 👶 Source Study
Bifidobacterium boum species Decreases 👶 Source Study
Bifidobacterium breve species Decreases 👶 Source Study
Bifidobacterium catenulatum species Decreases 👶 Source Study
Bifidobacterium choerinum species Decreases 👶 Source Study
Bifidobacterium commune species Decreases 👶 Source Study
Bifidobacterium cuniculi species Decreases 👶 Source Study
Bifidobacterium dentium species Decreases 👶 Source Study
Bifidobacterium gallinarum species Decreases 👶 Source Study
Bifidobacterium indicum species Decreases 👶 Source Study
Bifidobacterium lemurum species Decreases 👶 Source Study
Bifidobacterium longum species Decreases 👶 Source Study
Bifidobacterium magnum species Decreases 👶 Source Study
Bifidobacterium minimum species Decreases 👶 Source Study
Bifidobacterium mongoliense species Decreases 👶 Source Study
Bifidobacterium pseudocatenulatum species Decreases 👶 Source Study
Bifidobacterium pseudolongum species Decreases 👶 Source Study
Bifidobacterium pullorum species Decreases 👶 Source Study
Bifidobacterium ruminantium species Decreases 👶 Source Study
Bifidobacterium saeculare species Decreases 👶 Source Study
Bifidobacterium saguini species Decreases 👶 Source Study
Bifidobacterium sp. species Decreases 👶 Source Study
Bifidobacterium sp. 113 species Decreases 👶 Source Study
Bifidobacterium sp. 120 species Decreases 👶 Source Study
Bifidobacterium sp. 138 species Decreases 👶 Source Study
Bifidobacterium sp. 65947 species Decreases 👶 Source Study
Bifidobacterium sp. group II-3 species Decreases 👶 Source Study
Bifidobacterium sp. h12 species Decreases 👶 Source Study
Bifidobacterium sp. JCM 6439 species Decreases 👶 Source Study
Bifidobacterium sp. M45 species Decreases 👶 Source Study
Bifidobacterium sp. MC_8 species Decreases 👶 Source Study
Bifidobacterium sp. MSTE12 species Decreases 👶 Source Study
Bifidobacterium sp. MSX5B species Decreases 👶 Source Study
Bifidobacterium sp. PL1 species Decreases 👶 Source Study
Bifidobacterium stercoris species Decreases 👶 Source Study
Bifidobacterium subtile species Decreases 👶 Source Study
Bifidobacterium thermacidophilum species Decreases 👶 Source Study
Bifidobacterium thermophilum species Decreases 👶 Source Study
Bifidobacterium tsurumiense species Decreases 👶 Source Study
Bilophila sp. species Decreases 👶 Source Study
Bilophila sp. 4_1_30 species Decreases 👶 Source Study
Bilophila wadsworthia species Decreases 👶 Source Study
Prevotella enoeca 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.