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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
Autonomic Manifestations: cardiac arrhythmiasWorsen3.5
Comorbid-Mouth: Dry MouthWorsen2.74
Comorbid-Mouth: Mouth SoresWorsen3.17
Comorbid: Constipation and Explosions (not diarrohea)Worsen2.56
DePaul University Fatigue Questionnaire : Unrefreshing Sleep, that is waking up feeling tired Improves-2.85
Immune Manifestations: Abdominal PainWorsen2.48
Neurocognitive: Slowness of thoughtWorsen2.48
Neurocognitive: Unable to focus vision and/or attentionWorsen2.56
Neuroendocrine Manifestations: worsening of symptoms with stress.Worsen2.48
Neuroendocrine: Feeling like you have a low temperatureWorsen2.74
Neurological-Sleep: Chaotic diurnal sleep rhythms (Erratic Sleep)Worsen2.56
Neurological-Vision: inability to focus eye/visionWorsen2.56
Neurological: Difficulty readingWorsen2.56
Neurological: emotional overloadWorsen2.74
Neurological: fasciculations Worsen2.74
Neurological: High degree of Empathy before onsetWorsen2.74
Neurological: Short-term memory issuesWorsen2.74
Neurological: Spatial instability and disorientationWorsen2.74
Post-exertional malaise: GeneralWorsen2.74
Post-exertional malaise: Mentally tired after the slightest effortWorsen2.74
Post-exertional malaise: Physically drained or sick after mild activityWorsen2.74
Post-exertional malaise: Post-exertional malaiseWorsen2.74
Post-exertional malaise: Rapid cognitive fatigability, Worsen2.74
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
AllergiesWorsen2.61
Amyotrophic lateral sclerosis (ALS) Motor NeuronWorsen2.74
Ankylosing spondylitisWorsen0.3
AsthmaWorsen2.74
AtherosclerosisImproves-4.5
AutismWorsen3.64
Barrett esophagus cancerWorsen2.83
Brain TraumaImproves-2.74
CarcinomaImproves-3.69
Celiac DiseaseImproves-3.09
Chronic Fatigue SyndromeImproves-3.4
Chronic Kidney DiseaseImproves-2.41
Chronic urticaria (Hives)Improves-3.62
Colorectal CancerImproves-3.56
Crohn's DiseaseImproves-4.22
DepressionImproves-4.01
EpilepsyImproves-2.83
Gastroesophageal reflux disease (Gerd) including Barrett's esophagusWorsen3.46
Generalized anxiety disorderImproves-3.45
Graves' diseaseWorsen2.74
High Blood PressureWorsen0
Histamine IssuesImproves-2.77
IgA nephropathy (IgAN)Improves-2.74
Inflammatory Bowel DiseaseImproves-4.77
Irritable Bowel SyndromeImproves-3.57
Liver CirrhosisImproves-4.11
ME/CFS with IBSImproves-3.5
ME/CFS without IBSImproves-3.5
Mood DisordersImproves-2.74
Multiple SclerosisImproves-3.5
neuropsychiatric disorders (PANDAS, PANS)Improves-2.42
ObesityImproves-3.77
OsteoporosisImproves-2.41
Parkinson's DiseaseWorsen0.98
PsoriasisImproves-3.57
Rheumatoid arthritisWorsen2.24
rheumatoid arthritis (RA),Spondyloarthritis (SpA)Improves-3.21
SchizophreniaWorsen2.74
Sjögren syndromeImproves-3.3
Small Intestinal Bacterial Overgrowth (SIBO)Improves-4.11
Stress / posttraumatic stress disorderImproves-4.43
Systemic Lupus ErythematosusImproves-2.63
Type 1 DiabetesWorsen3.33
Type 2 DiabetesImproves-3.16
Ulcerative colitisImproves-3.07

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
Bacillaceae family Decreases 📓 Source Study
Enterobacteriaceae family Decreases 📓 Source Study
Staphylococcaceae family Decreases 📓 Source Study
Staphylococcaceae family Decreases 📓 Source Study
Streptococcaceae family Decreases 📓 Source Study
Streptococcaceae family Decreases 📓 Source Study
Bacillus genus Decreases 📓 Source Study
Escherichia genus Decreases 📓 Source Study
Klebsiella genus Decreases 📓 Source Study
Kluyvera genus Decreases 📓 Source Study
Staphylococcus genus Decreases 📓 Source Study
Staphylococcus genus Decreases 📓 Source Study
Streptococcus genus Decreases 📓 Source Study
Streptococcus genus Decreases 📓 Source Study
Aeribacillus genus Decreases 👪 Source Study
Amphibacillus genus Decreases 👪 Source Study
Anaerobacillus genus Decreases 👪 Source Study
Anoxybacillus genus Decreases 👪 Source Study
Atlantibacter genus Decreases 👪 Source Study
Auricoccus genus Decreases 👪 Source Study
Bacillus altitudinis complex genus Decreases 👪 Source Study
Biostraticola genus Decreases 👪 Source Study
Buttiauxella genus Decreases 👪 Source Study
Caldalkalibacillus genus Decreases 👪 Source Study
Candidatus Ishikawaella genus Decreases 👪 Source Study
Cedecea genus Decreases 👪 Source Study
Fictibacillus genus Decreases 👪 Source Study
Geobacillus genus Decreases 👪 Source Study
Gibbsiella genus Decreases 👪 Source Study
Gracilibacillus genus Decreases 👪 Source Study
Halobacillus genus Decreases 👪 Source Study
Halolactibacillus genus Decreases 👪 Source Study
Hydrogenibacillus genus Decreases 👪 Source Study
Jeotgalicoccus genus Decreases 👪 Source Study
Kosakonia genus Decreases 👪 Source Study
Lactovum genus Decreases 👪 Source Study
Leclercia genus Decreases 👪 Source Study
Lelliottia genus Decreases 👪 Source Study
Lentibacillus genus Decreases 👪 Source Study
Limnobaculum genus Decreases 👪 Source Study
Lysinibacillus genus Decreases 👪 Source Study
Macrococcus genus Decreases 👪 Source Study
Marinococcus genus Decreases 👪 Source Study
Metakosakonia genus Decreases 👪 Source Study
Microaerobacter genus Decreases 👪 Source Study
Moranella genus Decreases 👪 Source Study
Nosocomiicoccus genus Decreases 👪 Source Study
Oceanobacillus genus Decreases 👪 Source Study
Parageobacillus genus Decreases 👪 Source Study
Paraliobacillus genus Decreases 👪 Source Study
Pluralibacter genus Decreases 👪 Source Study
Pontibacillus genus Decreases 👪 Source Study
Pseudescherichia genus Decreases 👪 Source Study
Psychrobacillus genus Decreases 👪 Source Study
Quasibacillus genus Decreases 👪 Source Study
Raoultella genus Decreases 👪 Source Study
Riesia genus Decreases 👪 Source Study
Rosenbergiella genus Decreases 👪 Source Study
Salimicrobium genus Decreases 👪 Source Study
Salinibacillus genus Decreases 👪 Source Study
Salinicoccus genus Decreases 👪 Source Study
Shimwellia genus Decreases 👪 Source Study
Siccibacter genus Decreases 👪 Source Study
Sinibacillus genus Decreases 👪 Source Study
Tepidibacillus genus Decreases 👪 Source Study
Terribacillus genus Decreases 👪 Source Study
Texcoconibacillus genus Decreases 👪 Source Study
Thermolongibacillus genus Decreases 👪 Source Study
Virgibacillus genus Decreases 👪 Source Study
Yokenella genus Decreases 👪 Source Study
Escherichia coli species Decreases 📓 Source Study
Staphylococcus aureus species Decreases 📓 Source Study
Staphylococcus aureus species Decreases 📓 Source Study
Streptococcus agalactiae species Decreases 📓 Source Study
Streptococcus agalactiae species Decreases 📓 Source Study
[Brevibacterium] frigoritolerans species Decreases 👪 Source Study
[Clostridium] spiroforme species Decreases 👪 Source Study
ACM 3611 species Decreases 👪 Source Study
ATCC 19436 species Decreases 👪 Source Study
ATCC 27836 species Decreases 👪 Source Study
ATCC 27848 species Decreases 👪 Source Study
ATCC 29062 species Decreases 👪 Source Study
ATCC 29178 species Decreases 👪 Source Study
ATCC 29974 species Decreases 👪 Source Study
ATCC 33110 species Decreases 👪 Source Study
ATCC 35469 species Decreases 👪 Source Study
ATCC 35538 species Decreases 👪 Source Study
ATCC 35539 species Decreases 👪 Source Study
ATCC 43138 species Decreases 👪 Source Study
ATCC 43808 species Decreases 👪 Source Study
ATCC 43809 species Decreases 👪 Source Study
ATCC 43958 species Decreases 👪 Source Study
ATCC 49095 species Decreases 👪 Source Study
ATCC 49124 species Decreases 👪 Source Study
ATCC 49168 species Decreases 👪 Source Study
ATCC 49171 species Decreases 👪 Source Study
ATCC 49910 species Decreases 👪 Source Study
ATCC 51227 species Decreases 👪 Source Study
ATCC 51365 species Decreases 👪 Source Study
ATCC 51725 species Decreases 👪 Source Study
ATCC 700337 species Decreases 👪 Source Study
ATCC 700373 species Decreases 👪 Source Study
ATCC 700779 species Decreases 👪 Source Study
ATCC BAA-102 species Decreases 👪 Source Study
ATCC BAA-1126 species Decreases 👪 Source Study
ATCC BAA-2403 species Decreases 👪 Source Study
ATCC BAA-960 species Decreases 👪 Source Study
Bacillus aeolius species Decreases 👪 Source Study
Bacillus alcaliinulinus species Decreases 👪 Source Study
Bacillus asahii species Decreases 👪 Source Study
Bacillus aurantiacus species Decreases 👪 Source Study
Bacillus berkeleyi species Decreases 👪 Source Study
Bacillus beveridgei species Decreases 👪 Source Study
Bacillus butanolivorans species Decreases 👪 Source Study
Bacillus canaveralius species Decreases 👪 Source Study
Bacillus cecembensis species Decreases 👪 Source Study
Bacillus cellulosilyticus species Decreases 👪 Source Study
Bacillus chagannorensis species Decreases 👪 Source Study
Bacillus circulans species Decreases 👪 Source Study
Bacillus clausii species Decreases 👪 Source Study
Bacillus coagulans species Decreases 👪 Source Study
Bacillus filamentosus species Decreases 👪 Source Study
Bacillus foraminis species Decreases 👪 Source Study
Bacillus fordii species Decreases 👪 Source Study
Bacillus fresconis species Decreases 👪 Source Study
Bacillus funiculus species Decreases 👪 Source Study
Bacillus glycinifermentans species Decreases 👪 Source Study
Bacillus gobiensis species Decreases 👪 Source Study
Bacillus halodurans species Decreases 👪 Source Study
Bacillus horti species Decreases 👪 Source Study
Bacillus infantis species Decreases 👪 Source Study
Bacillus infernus species Decreases 👪 Source Study
Bacillus kochii species Decreases 👪 Source Study
Bacillus krulwichiae species Decreases 👪 Source Study
Bacillus lehensis species Decreases 👪 Source Study
Bacillus lentus species Decreases 👪 Source Study
Bacillus litoralis species Decreases 👪 Source Study
Bacillus luteus species Decreases 👪 Source Study
Bacillus marmarensis species Decreases 👪 Source Study
Bacillus megaterium species Decreases 👪 Source Study
Bacillus mesonae species Decreases 👪 Source Study
Bacillus methanolicus species Decreases 👪 Source Study
Bacillus nanhaiisediminis species Decreases 👪 Source Study
Bacillus oceanisediminis species Decreases 👪 Source Study
Bacillus okuhidaensis species Decreases 👪 Source Study
Bacillus oleronius species Decreases 👪 Source Study
Bacillus oshimae species Decreases 👪 Source Study
Bacillus pseudalcalophilus Nielsen et al. 1995 species Decreases 👪 Source Study
Bacillus pseudofirmus species Decreases 👪 Source Study
Bacillus psychrosaccharolyticus species Decreases 👪 Source Study
Bacillus pumilus species Decreases 👪 Source Study
Bacillus rhizosphaerae species Decreases 👪 Source Study
Bacillus simplex species Decreases 👪 Source Study
Bacillus smithii species Decreases 👪 Source Study
Bacillus sp. species Decreases 👪 Source Study
Bacillus sp. 1NLA3E species Decreases 👪 Source Study
Bacillus sp. 2+3 species Decreases 👪 Source Study
Bacillus sp. BT1B_CT2 species Decreases 👪 Source Study
Bacillus sp. CZb species Decreases 👪 Source Study
Bacillus sp. DHT-33 species Decreases 👪 Source Study
Bacillus sp. DU-106 species Decreases 👪 Source Study
Bacillus sp. FJAT-18017 species Decreases 👪 Source Study
Bacillus sp. FJAT-22090 species Decreases 👪 Source Study
Bacillus sp. FJAT-42376 species Decreases 👪 Source Study
Bacillus sp. FJAT-45348 species Decreases 👪 Source Study
Bacillus sp. HC15 species Decreases 👪 Source Study
Bacillus sp. HYC-10 species Decreases 👪 Source Study
Bacillus sp. IHB B 7164 species Decreases 👪 Source Study
Bacillus sp. JP44SK15 species Decreases 👪 Source Study
Bacillus sp. LMG 18084 species Decreases 👪 Source Study
Bacillus sp. Lzh-5 species Decreases 👪 Source Study
Bacillus sp. N-16 species Decreases 👪 Source Study
Bacillus sp. NCIM2463 species Decreases 👪 Source Study
Bacillus sp. Pc3 species Decreases 👪 Source Study
Bacillus sp. PrMC7 species Decreases 👪 Source Study
Bacillus sp. SgZ-7 species Decreases 👪 Source Study
Bacillus sp. SYJ species Decreases 👪 Source Study
Bacillus sp. T41 species Decreases 👪 Source Study
Bacillus sp. WP8 species Decreases 👪 Source Study
Bacillus sp. X1(2014) species Decreases 👪 Source Study
Bacillus sp. Y1 species Decreases 👪 Source Study
Bacillus thermoamyloliquefaciens species Decreases 👪 Source Study
Bacillus tianmuensis species Decreases 👪 Source Study
CCM 7045 species Decreases 👪 Source Study
CCM 7213 species Decreases 👪 Source Study
CCM 7717 species Decreases 👪 Source Study
CCUG 46149 species Decreases 👪 Source Study
CCUG 48363 species Decreases 👪 Source Study
CCUG 51270 species Decreases 👪 Source Study
CCUG 55896 species Decreases 👪 Source Study
CCUG 59809 species Decreases 👪 Source Study
CGMCC 1.15531 species Decreases 👪 Source Study
CGMCC 1.15532 species Decreases 👪 Source Study
CGMCC 1.15533 species Decreases 👪 Source Study
CGMCC 1.15534 species Decreases 👪 Source Study
CGMCC 1.15667 species Decreases 👪 Source Study
CIP 110771 species Decreases 👪 Source Study
DSM 104980 species Decreases 👪 Source Study
DSM 18963 species Decreases 👪 Source Study
DSM 26920 species Decreases 👪 Source Study
DSM 28299 species Decreases 👪 Source Study
DSM 28300 species Decreases 👪 Source Study
Escherichia albertii species Decreases 👪 Source Study
Escherichia citrophila (Asai et al. 1957) Asai et al. 1962 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
JCM 2427 species Decreases 👪 Source Study
Klebsiella sp. species Decreases 👪 Source Study
Klebsiella sp. B12 species Decreases 👪 Source Study
Klebsiella sp. FDAARGOS_511 species Decreases 👪 Source Study
Klebsiella sp. M5al species Decreases 👪 Source Study
Klebsiella sp. OBRC7 species Decreases 👪 Source Study
Klebsiella sp. SOR89 species Decreases 👪 Source Study
Klebsiella sp. WCHKl090001 species Decreases 👪 Source Study
Klebsiella variicola species Decreases 👪 Source Study
Kluyvera ascorbata species Decreases 👪 Source Study
Kluyvera georgiana species Decreases 👪 Source Study
Kluyvera sp. SR5.1 species Decreases 👪 Source Study
LTH 3734 species Decreases 👪 Source Study
Staphylococcus auricularis species Decreases 👪 Source Study
Staphylococcus capitis species Decreases 👪 Source Study
Staphylococcus chromogenes species Decreases 👪 Source Study
Staphylococcus devriesei species Decreases 👪 Source Study
Staphylococcus haemolyticus species Decreases 👪 Source Study
Staphylococcus pasteuri species Decreases 👪 Source Study
Staphylococcus piscifermentans 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 vitulinus species Decreases 👪 Source Study
Staphylococcus xylosus species Decreases 👪 Source Study
strain Alg07 species Decreases 👪 Source Study
Streptococcus anginosus group species Decreases 👪 Source Study
Streptococcus bovis species Decreases 👪 Source Study
Streptococcus canis species Decreases 👪 Source Study
Streptococcus cristatus species Decreases 👪 Source Study
Streptococcus danieliae species Decreases 👪 Source Study
Streptococcus dentapri species Decreases 👪 Source Study
Streptococcus dentasini species Decreases 👪 Source Study
Streptococcus didelphis species Decreases 👪 Source Study
Streptococcus entericus species Decreases 👪 Source Study
Streptococcus G418 species Decreases 👪 Source Study
Streptococcus hyointestinalis species Decreases 👪 Source Study
Streptococcus hyovaginalis species Decreases 👪 Source Study
Streptococcus marimammalium species Decreases 👪 Source Study
Streptococcus massiliensis species Decreases 👪 Source Study
Streptococcus merionis species Decreases 👪 Source Study
Streptococcus milleri species Decreases 👪 Source Study
Streptococcus mitis species Decreases 👪 Source Study
Streptococcus oralis species Decreases 👪 Source Study
Streptococcus orisasini species Decreases 👪 Source Study
Streptococcus orisratti species Decreases 👪 Source Study
Streptococcus parauberis species Decreases 👪 Source Study
Streptococcus pharyngis species Decreases 👪 Source Study
Streptococcus phocae species Decreases 👪 Source Study
Streptococcus pluranimalium species Decreases 👪 Source Study
Streptococcus plurextorum species Decreases 👪 Source Study
Streptococcus porcorum species Decreases 👪 Source Study
Streptococcus pseudoporcinus species Decreases 👪 Source Study
Streptococcus rupicaprae species Decreases 👪 Source Study
Streptococcus sanguinis species Decreases 👪 Source Study
Streptococcus seminale species Decreases 👪 Source Study
Streptococcus sobrinus species Decreases 👪 Source Study
Streptococcus sp. 2_1_36FAA species Decreases 👪 Source Study
Streptococcus sp. 2011_Ileo_MS_A12 species Decreases 👪 Source Study
Streptococcus sp. 2011_Ileo_MS_C3 species Decreases 👪 Source Study
Streptococcus sp. 2011_Oral_MS_B3 species Decreases 👪 Source Study
Streptococcus sp. 2011_Oral_MS_D12 species Decreases 👪 Source Study
Streptococcus sp. 2011_Oral_MS_E1 species Decreases 👪 Source Study
Streptococcus sp. A12 species Decreases 👪 Source Study
Streptococcus sp. AS14 species Decreases 👪 Source Study
Streptococcus sp. BS35b species Decreases 👪 Source Study
Streptococcus sp. canine oral taxon 279 species Decreases 👪 Source Study
Streptococcus sp. F0441 species Decreases 👪 Source Study
Streptococcus sp. F0442 species Decreases 👪 Source Study
Streptococcus sp. FDAARGOS_192 species Decreases 👪 Source Study
Streptococcus sp. HPA1 species Decreases 👪 Source Study
Streptococcus sp. HPH0090 species Decreases 👪 Source Study
Streptococcus sp. HSISB1 species Decreases 👪 Source Study
Streptococcus sp. HSISM1 species Decreases 👪 Source Study
Streptococcus sp. HSISS1 species Decreases 👪 Source Study
Streptococcus sp. HSISS2 species Decreases 👪 Source Study
Streptococcus sp. I-G2 species Decreases 👪 Source Study
Streptococcus sp. JS71 species Decreases 👪 Source Study
Streptococcus sp. M143 species Decreases 👪 Source Study
Streptococcus sp. NPS 308 species Decreases 👪 Source Study
Streptococcus sp. oral taxon 064 species Decreases 👪 Source Study
Streptococcus sp. oral taxon 071 species Decreases 👪 Source Study
Streptococcus sp. oral taxon 431 species Decreases 👪 Source Study
Streptococcus sp. oral taxon G62 species Decreases 👪 Source Study
Streptococcus sp. oral taxon G63 species Decreases 👪 Source Study
Streptococcus sp. S16-08 species Decreases 👪 Source Study
Streptococcus sp. TM013 species Decreases 👪 Source Study
Streptococcus sp. Z15 species Decreases 👪 Source Study
Streptococcus suis species Decreases 👪 Source Study
Streptococcus troglodytae species Decreases 👪 Source Study
Streptococcus troglodytidis species Decreases 👪 Source Study
Streptococcus urinalis species Decreases 👪 Source Study
Streptococcus viridans species Decreases 👪 Source Study

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