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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: Restless LegImproves-2.63
DePaul University Fatigue Questionnaire : Unrefreshing Sleep, that is waking up feeling tired Improves-2.85
Neuroendocrine: Feeling like you have a low temperatureWorsen2.74
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: GeneralWorsen0.97
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 malaiseWorsen0.97
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
AllergiesWorsen2.74
Amyotrophic lateral sclerosis (ALS) Motor NeuronWorsen2.74
Ankylosing spondylitisWorsen3.79
AsthmaWorsen2.74
AtherosclerosisImproves-4.75
AutismWorsen3.64
Barrett esophagus cancerWorsen2.83
Brain TraumaImproves-2.74
CarcinomaImproves-3.4
Celiac DiseaseImproves-2.46
Chronic Fatigue SyndromeImproves-3.92
Chronic urticaria (Hives)Improves-2.83
Colorectal CancerWorsen2.82
Crohn's DiseaseImproves-1
cystic fibrosisImproves-3.57
DepressionImproves-4.32
EpilepsyImproves-2.83
Gastroesophageal reflux disease (Gerd) including Barrett's esophagusWorsen3.46
Graves' diseaseWorsen2.74
High Blood PressureWorsen0
Histamine IssuesImproves-2.78
IgA nephropathy (IgAN)Improves-2.74
Inflammatory Bowel DiseaseImproves-4.21
Irritable Bowel SyndromeImproves-3.23
Liver CirrhosisImproves-4.45
ME/CFS with IBSImproves-3.5
ME/CFS without IBSImproves-3.98
Mood DisordersImproves-2.74
Multiple SclerosisImproves-3.68
Multiple system atrophy (MSA)Improves-2.63
ObesityImproves-3.79
Parkinson's DiseaseWorsen0.98
PsoriasisImproves-2.83
Rheumatoid arthritisWorsen1.38
rheumatoid arthritis (RA),Spondyloarthritis (SpA)Improves-3.56
SchizophreniaWorsen2.74
Sjögren syndromeImproves-2.83
Small Intestinal Bacterial Overgrowth (SIBO)Improves-3.89
Stress / posttraumatic stress disorderImproves-4.3
Systemic Lupus ErythematosusImproves-2.63
Type 1 DiabetesWorsen3.33
Type 2 DiabetesImproves-3.15

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
Enterobacteriaceae family Decreases 📓 Source Study
Pseudomonadaceae family Decreases 📓 Source Study
Staphylococcaceae family Decreases 📓 Source Study
Streptococcaceae family Decreases 📓 Source Study
Klebsiella genus Decreases 📓 Source Study
Pseudomonas genus Decreases 📓 Source Study
Staphylococcus genus Decreases 📓 Source Study
Streptococcus genus Decreases 📓 Source Study
Atlantibacter genus Decreases 👪 Source Study
Auricoccus genus Decreases 👪 Source Study
Biostraticola genus Decreases 👪 Source Study
Buttiauxella genus Decreases 👪 Source Study
Candidatus Ishikawaella genus Decreases 👪 Source Study
Cedecea genus Decreases 👪 Source Study
Gibbsiella 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
Limnobaculum genus Decreases 👪 Source Study
Macrococcus genus Decreases 👪 Source Study
Metakosakonia genus Decreases 👪 Source Study
Moranella genus Decreases 👪 Source Study
Nosocomiicoccus genus Decreases 👪 Source Study
Oblitimonas genus Decreases 👪 Source Study
Permianibacter genus Decreases 👪 Source Study
Pluralibacter genus Decreases 👪 Source Study
Pseudescherichia genus Decreases 👪 Source Study
Pseudomonas chlororaphis group genus Decreases 👪 Source Study
Raoultella genus Decreases 👪 Source Study
Riesia genus Decreases 👪 Source Study
Rosenbergiella genus Decreases 👪 Source Study
Rugamonas genus Decreases 👪 Source Study
Salinicoccus genus Decreases 👪 Source Study
Shimwellia genus Decreases 👪 Source Study
Siccibacter genus Decreases 👪 Source Study
Yokenella genus Decreases 👪 Source Study
Bacillus aeruginosus species Decreases 📓 Source Study
CCUG 46150 species Decreases 📓 Source Study
Eubacterium oxidoreducens species Decreases 📓 Source Study
Klebsiella sp. B12 species Decreases 📓 Source Study
Pseudomonas aeruginosa group species Decreases 📓 Source Study
Staphylococcus sp. 3348O2 species Decreases 📓 Source Study
Staphylococcus sp. C9I2 species Decreases 📓 Source Study
Streptococcus agalactiae species Decreases 📓 Source Study
Streptococcus australis species Decreases 📓 Source Study
Streptococcus dysgalactiae group species Decreases 📓 Source Study
Streptococcus gordonii species Decreases 📓 Source Study
Streptococcus mutans species Decreases 📓 Source Study
Streptococcus peroris species Decreases 📓 Source Study
Streptococcus sp. 11aTha1 species Decreases 📓 Source Study
Streptococcus sp. 2011_Ileo_MS_A10 species Decreases 📓 Source Study
Streptococcus sp. 2011_Oral_MS_A3 species Decreases 📓 Source Study
Streptococcus sp. 3244O2 species Decreases 📓 Source Study
Streptococcus sp. BS35a species Decreases 📓 Source Study
Streptococcus sp. GMD6S species Decreases 📓 Source Study
Streptococcus sp. oral taxon G59 species Decreases 📓 Source Study
Streptococcus sp. S16-11 species Decreases 📓 Source Study
Streptococcus thermophilus species Decreases 📓 Source Study
[Clostridium] spiroforme species Decreases 👪 Source Study
Achromobacter georgiopolitanum species Decreases 👪 Source Study
ACM 3611 species Decreases 👪 Source Study
Arthrobacter sp. BDR2P1B1-M species Decreases 👪 Source Study
ATCC 13674 species Decreases 👪 Source Study
ATCC 14235 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 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 49124 species Decreases 👪 Source Study
ATCC 49168 species Decreases 👪 Source Study
ATCC 49171 species Decreases 👪 Source Study
ATCC 49910 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-2403 species Decreases 👪 Source Study
ATCC BAA-257 species Decreases 👪 Source Study
ATCC BAA-960 species Decreases 👪 Source Study
CCM 7045 species Decreases 👪 Source Study
CCM 7213 species Decreases 👪 Source Study
CCM 7280 species Decreases 👪 Source Study
CCM 7717 species Decreases 👪 Source Study
CCM 7990 species Decreases 👪 Source Study
CCTCC AB 2012022 species Decreases 👪 Source Study
CCTCC AB 207151 species Decreases 👪 Source Study
CCUG 46149 species Decreases 👪 Source Study
CCUG 48363 species Decreases 👪 Source Study
CCUG 51270 species Decreases 👪 Source Study
CCUG 51504 species Decreases 👪 Source Study
CCUG 51516 species Decreases 👪 Source Study
CCUG 53116 species Decreases 👪 Source Study
CCUG 55896 species Decreases 👪 Source Study
CCUG 58201 species Decreases 👪 Source Study
CCUG 59809 species Decreases 👪 Source Study
CCUG 63249 species Decreases 👪 Source Study
CECT 7670 species Decreases 👪 Source Study
CECT 7985 species Decreases 👪 Source Study
CECT 8338 species Decreases 👪 Source Study
CFBP 11706 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 109839 species Decreases 👪 Source Study
CIP 110771 species Decreases 👪 Source Study
CSUR P1224 species Decreases 👪 Source Study
DSM 101070 species Decreases 👪 Source Study
DSM 104980 species Decreases 👪 Source Study
DSM 16611 species Decreases 👪 Source Study
DSM 17875 species Decreases 👪 Source Study
DSM 18963 species Decreases 👪 Source Study
DSM 26920 species Decreases 👪 Source Study
DSM 28040 species Decreases 👪 Source Study
DSM 28043 species Decreases 👪 Source Study
DSM 28299 species Decreases 👪 Source Study
DSM 28300 species Decreases 👪 Source Study
DSM 6978 species Decreases 👪 Source Study
Eubacterium uniforme species Decreases 👪 Source Study
fluorescent pseudomonads species Decreases 👪 Source Study
JCM 14963 species Decreases 👪 Source Study
JCM 2427 species Decreases 👪 Source Study
KCTC 32246 species Decreases 👪 Source Study
KCTC 32541 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
LTH 3734 species Decreases 👪 Source Study
Pseudomonas alcaligenes species Decreases 👪 Source Study
Pseudomonas denitrificans ATCC 13867 species Decreases 👪 Source Study
Pseudomonas gingeri species Decreases 👪 Source Study
Pseudomonas mendocina species Decreases 👪 Source Study
Pseudomonas oryzae species Decreases 👪 Source Study
Pseudomonas parafulva species Decreases 👪 Source Study
Pseudomonas putida group species Decreases 👪 Source Study
Pseudomonas saponiphila species Decreases 👪 Source Study
Pseudomonas sp. 02C 26 species Decreases 👪 Source Study
Pseudomonas sp. 31-12 species Decreases 👪 Source Study
Pseudomonas sp. 7SR1 species Decreases 👪 Source Study
Pseudomonas sp. a101-18-2 species Decreases 👪 Source Study
Pseudomonas sp. a111-5 species Decreases 👪 Source Study
Pseudomonas sp. ACM7 species Decreases 👪 Source Study
Pseudomonas sp. CC6-YY-74 species Decreases 👪 Source Study
Pseudomonas sp. CMR12a species Decreases 👪 Source Study
Pseudomonas sp. CMR5c species Decreases 👪 Source Study
Pseudomonas sp. DQ-01 species Decreases 👪 Source Study
Pseudomonas sp. DTU12.3 species Decreases 👪 Source Study
Pseudomonas sp. DY-1 species Decreases 👪 Source Study
Pseudomonas sp. G1116 species Decreases 👪 Source Study
Pseudomonas sp. GmFRB023 species Decreases 👪 Source Study
Pseudomonas sp. KB23 species Decreases 👪 Source Study
Pseudomonas sp. KVS86 species Decreases 👪 Source Study
Pseudomonas sp. LH1G9 species Decreases 👪 Source Study
Pseudomonas sp. LPH1 species Decreases 👪 Source Study
Pseudomonas sp. LTJR-52 species Decreases 👪 Source Study
Pseudomonas sp. MFY143 species Decreases 👪 Source Study
Pseudomonas sp. MRSN12121 species Decreases 👪 Source Study
Pseudomonas sp. MT-1 species Decreases 👪 Source Study
Pseudomonas sp. NS1(2017) species Decreases 👪 Source Study
Pseudomonas sp. PcFRB072 species Decreases 👪 Source Study
Pseudomonas sp. PcFRB119 species Decreases 👪 Source Study
Pseudomonas sp. PONIH3 species Decreases 👪 Source Study
Pseudomonas sp. ps4-2 species Decreases 👪 Source Study
Pseudomonas sp. QZS01 species Decreases 👪 Source Study
Pseudomonas sp. R4-34-07 species Decreases 👪 Source Study
Pseudomonas sp. R5-89-07 species Decreases 👪 Source Study
Pseudomonas sp. RU47 species Decreases 👪 Source Study
Pseudomonas sp. S-6-2 species Decreases 👪 Source Study
Pseudomonas sp. StFLB209 species Decreases 👪 Source Study
Pseudomonas sp. SWI36 species Decreases 👪 Source Study
Pseudomonas sp. TCU-HL1 species Decreases 👪 Source Study
Pseudomonas sp. TMW 2.1634 species Decreases 👪 Source Study
Pseudomonas sp. URMO17WK12:I11 species Decreases 👪 Source Study
Pseudomonas sp. WCS374 species Decreases 👪 Source Study
Pseudomonas straminea species Decreases 👪 Source Study
Pseudomonas stutzeri group species Decreases 👪 Source Study
Pseudomonas syringae group 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
Streptococcus anginosus group 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 dysgalactiae species Decreases 👪 Source Study
Streptococcus entericus species Decreases 👪 Source Study
Streptococcus equi 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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