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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
Autism: Official DiagnosisImproves-1.8
Autonomic: Inability to tolerate an upright positionImproves-3.17
Blood Type: O PositiveImproves-3.16
Comorbid-Mouth: Bruxism - Jaw cleanching / Teeth grindingImproves-1.8
Comorbid: Constipation and Explosions (not diarrohea)Improves-1.8
Comorbid: High AnxietyImproves-1.8
Comorbid: Histamine or Mast Cell issuesImproves-1.8
Comorbid: Inflammatory bowel disease Improves-3.17
Comorbid: Snoring (NOT Sleep ApneaImproves-1.8
DePaul University Fatigue Questionnaire : AllergiesImproves-2.92
DePaul University Fatigue Questionnaire : Anxiety/tensionImproves-2.92
DePaul University Fatigue Questionnaire : DepressionImproves-1.8
DePaul University Fatigue Questionnaire : FatigueImproves-3.37
DePaul University Fatigue Questionnaire : Impaired Memory & concentrationImproves-3.37
DePaul University Fatigue Questionnaire : Unrefreshing Sleep, that is waking up feeling tired Improves-3.37
DePaul University Fatigue Questionnaire : Walking up early in the morning (e.g. 3AM)Improves-2.92
General: Sinus issues with headachesImproves-1.8
Immune Manifestations: Inflammation (General)Improves-3.37
Immune Manifestations: Mucus in the stoolImproves-2.92
Infection: Parasite - OtherImproves-2.92
Joint: Sudden and severe episodes of painWorsen1.85
Joint: TendernessImproves-1.85
Neuroendocrine Manifestations: Paraesthesia (tingling burning of skin)Improves-1.85
Neuroendocrine Manifestations: subnormal body temperatureWorsen2.7
Neuroendocrine: Feeling like you have a low temperatureWorsen2.74
Neurological-Vision: inability to focus eye/visionImproves-1.8
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: Joint hypermobilityImproves-1.8
Neurological: Short-term memory issuesWorsen2.74
Neurological: Spatial instability and disorientationWorsen2.74
Official Diagnosis: Allergic Rhinitis (Hay Fever)Improves-3.16
Official Diagnosis: Irritable Bowel SyndromeImproves-2.92
Official Diagnosis: Mast Cell DysfunctionImproves-1.8
Onset: less than 02 years since onsetWorsen2.74
Pain: Sensitivity to painImproves-1.8
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
AllergiesImproves-2.39
Alzheimer's diseaseWorsen3.35
Amyotrophic lateral sclerosis (ALS) Motor NeuronImproves-2.01
Ankylosing spondylitisImproves-1.92
AsthmaWorsen0
AtherosclerosisImproves-4.13
AutismImproves-1.64
Bipolar DisorderImproves-3.07
Brain TraumaImproves-2.74
CarcinomaImproves-2.41
Celiac DiseaseImproves-2.42
Chronic Fatigue SyndromeWorsen3.08
Chronic Kidney DiseaseImproves-1.81
Chronic LymeImproves-2.74
Chronic Urticaria (Hives)Improves-3.06
Colorectal CancerImproves-3.9
COVID-19Improves-3.49
Crohn's DiseaseImproves-4.44
cystic fibrosisWorsen2.43
DepressionImproves-2.29
Generalized anxiety disorderImproves-3.45
Graves' diseaseWorsen2.74
Hashimoto's thyroiditisImproves-1.79
Histamine IssuesImproves-1.33
hypertension (High Blood PressureWorsen1.79
IgA nephropathy (IgAN)Improves-2.74
Inflammatory Bowel DiseaseImproves-4.12
Irritable Bowel SyndromeImproves-4.11
Liver CirrhosisImproves-4.25
ME/CFS without IBSWorsen3.08
Mood DisordersImproves-2.74
Multiple SclerosisWorsen3.3
neuropsychiatric disorders (PANDAS, PANS)Improves-2.42
Nonalcoholic Fatty Liver Disease (nafld) NonalcoholicImproves-4.17
ObesityImproves-3.42
OsteoarthritisImproves-2.41
OsteoporosisImproves-2.41
Parkinson's DiseaseImproves-3.88
PsoriasisImproves-2.29
rheumatoid arthritis (RA),Spondyloarthritis (SpA)Improves-2.09
SchizophreniaWorsen2.32
Sjögren syndromeImproves-2.41
Small Intestinal Bacterial Overgrowth (SIBO)Improves-3.07
Stress / posttraumatic stress disorderImproves-4.06
Systemic Lupus ErythematosusImproves-3.24
Type 1 DiabetesImproves-1.81
Type 2 DiabetesImproves-2.49
Ulcerative colitisImproves-4.25

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
Enterobacteriaceae family Decreases 📓 Source Study
Peptostreptococcaceae family Decreases 📓 Source Study
Pseudomonadaceae family Increases 📓 Source Study
Clostridioides genus Decreases 📓 Source Study
Escherichia genus Decreases 📓 Source Study
Kluyvera genus Decreases 📓 Source Study
Peptoclostridium genus Decreases 📓 Source Study
Acetoanaerobium genus Decreases 👪 Source Study
Asaccharospora genus Decreases 👪 Source Study
Atlantibacter 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
Cedecea genus Decreases 👪 Source Study
Criibacterium genus Decreases 👪 Source Study
Filifactor genus Decreases 👪 Source Study
Gibbsiella genus Decreases 👪 Source Study
Intestinibacter genus Decreases 👪 Source Study
Kosakonia genus Decreases 👪 Source Study
Leclercia genus Decreases 👪 Source Study
Lelliottia genus Decreases 👪 Source Study
Limnobaculum genus Decreases 👪 Source Study
Metakosakonia genus Decreases 👪 Source Study
Paeniclostridium genus Decreases 👪 Source Study
Paraclostridium genus Decreases 👪 Source Study
Peptoanaerobacter genus Decreases 👪 Source Study
Peptostreptococcus genus Decreases 👪 Source Study
Pluralibacter genus Decreases 👪 Source Study
Proteocatella genus Decreases 👪 Source Study
Pseudescherichia genus Decreases 👪 Source Study
Raoultella genus Decreases 👪 Source Study
Romboutsia genus Decreases 👪 Source Study
Rosenbergiella genus Decreases 👪 Source Study
Shimwellia genus Decreases 👪 Source Study
Siccibacter genus Decreases 👪 Source Study
Sporacetigenium genus Decreases 👪 Source Study
Tepidibacter genus Decreases 👪 Source Study
Terrisporobacter genus Decreases 👪 Source Study
Yokenella genus Decreases 👪 Source Study
Oblitimonas genus Increases 👪 Source Study
Permianibacter genus Increases 👪 Source Study
Pseudomonas chlororaphis group genus Increases 👪 Source Study
Rugamonas genus Increases 👪 Source Study
Pseudomonas genus Increases 📓 Source Study
Clostridioides difficile species Decreases 📓 Source Study
Escherichia coli species Decreases 📓 Source Study
ATCC 35469 species Decreases 👪 Source Study
Clostridioides mangenotii 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
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
Peptoclostridium acidaminophilum species Decreases 👪 Source Study
Achromobacter georgiopolitanum species Increases 👪 Source Study
DSM 6978 species Increases 👪 Source Study
fluorescent pseudomonads species Increases 👪 Source Study
KCTC 32541 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

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