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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
Comorbid-Mouth: Dry MouthImproves-2.74
DePaul University Fatigue Questionnaire : Forgetting what you are trying to sayWorsen2.88
Immune: Tender / sore lymph nodesWorsen2.88
Neurocognitive: Can only focus on one thing at a timeWorsen2.88
Neuroendocrine Manifestations: worsening of symptoms with stress.Worsen2.88
Neuroendocrine: Alcohol intoleranceWorsen2.88
Neuroendocrine: Feeling like you have a low temperatureImproves-2.74
Neurological: Cognitive/Sensory OverloadImproves-2.84
Neurological: emotional overloadImproves-2.74
Neurological: fasciculations Improves-2.74
Neurological: High degree of Empathy before onsetImproves-2.74
Neurological: Short-term memory issuesImproves-2.74
Neurological: Spatial instability and disorientationImproves-2.74
Post-exertional malaise: GeneralImproves-2.74
Post-exertional malaise: Mentally tired after the slightest effortWorsen1.2
Post-exertional malaise: Physically drained or sick after mild activityImproves-2.74
Post-exertional malaise: Post-exertional malaiseImproves-2.74
Post-exertional malaise: Rapid cognitive fatigability, Improves-2.74
Post-exertional malaise: Worsening of symptoms after mild mental activityImproves-2.74

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-2.88
ADHDWorsen3.56
AllergiesImproves-0.74
Alzheimer's diseaseImproves-3.56
Amyotrophic lateral sclerosis (ALS) Motor NeuronImproves-2.74
Ankylosing spondylitisImproves-3.59
AsthmaWorsen1.2
AtherosclerosisWorsen3.22
AutismImproves-4.46
Brain TraumaWorsen3.49
CarcinomaWorsen0
Celiac DiseaseImproves-1.48
Chronic Fatigue SyndromeImproves-3.87
Chronic Kidney DiseaseWorsen1.2
Colorectal CancerImproves-3.69
Crohn's DiseaseWorsen4.57
cystic fibrosisWorsen2.97
DepressionWorsen3.4
EpilepsyImproves-1.82
FibromyalgiaImproves-2.88
Generalized anxiety disorderWorsen2.71
Graves' diseaseImproves-2.74
Hashimoto's thyroiditisImproves-2.88
High Blood PressureImproves-2.71
Histamine IssuesWorsen3.26
Hyperlipidemia (High Blood Fats)Worsen2.88
IgA nephropathy (IgAN)Improves-2.71
Inflammatory Bowel DiseaseWorsen3.55
Irritable Bowel SyndromeImproves-3.11
Liver CirrhosisImproves-2
ME/CFS with IBSImproves-2.88
ME/CFS without IBSWorsen1.57
Mood DisordersWorsen2.74
Multiple SclerosisWorsen3.34
Multiple system atrophy (MSA)Improves-2.88
Nonalcoholic Fatty Liver Disease (nafld) NonalcoholicImproves-3.05
ObesityImproves-1.2
Parkinson's DiseaseWorsen4.61
PsoriasisWorsen3.39
Rheumatoid arthritisImproves-2.26
rheumatoid arthritis (RA),Spondyloarthritis (SpA)Worsen3.69
RosaceaWorsen1.99
SchizophreniaWorsen1.2
Sjögren syndromeImproves-2.88
Small Intestinal Bacterial Overgrowth (SIBO)Worsen2.54
Stress / posttraumatic stress disorderWorsen4.18
Type 2 DiabetesWorsen3.62
Ulcerative colitisImproves-3.41

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
Alphaproteobacteria class Increases 📓 Source Study
Bifidobacteriaceae family Increases 📓 Source Study
Enterobacteriaceae family Increases 📓 Source Study
Enterococcaceae family Increases 📓 Source Study
Mycobacteriaceae family Increases 📓 Source Study
Pseudomonadaceae family Increases 📓 Source Study
Aeriscardovia genus Increases 👪 Source Study
Alloscardovia genus Increases 👪 Source Study
Atlantibacter genus Increases 👪 Source Study
Biostraticola genus Increases 👪 Source Study
Buttiauxella genus Increases 👪 Source Study
Candidatus Ishikawaella genus Increases 👪 Source Study
Catellicoccus genus Increases 👪 Source Study
Cedecea genus Increases 👪 Source Study
Gardnerella genus Increases 👪 Source Study
Gibbsiella genus Increases 👪 Source Study
Hoyosella genus Increases 👪 Source Study
Kosakonia genus Increases 👪 Source Study
Leclercia genus Increases 👪 Source Study
Lelliottia genus Increases 👪 Source Study
Limnobaculum genus Increases 👪 Source Study
MAC genus Increases 👪 Source Study
Melissococcus genus Increases 👪 Source Study
Metakosakonia genus Increases 👪 Source Study
Moranella genus Increases 👪 Source Study
Mycobacterium chelonae complex genus Increases 👪 Source Study
Mycobacterium complex genus Increases 👪 Source Study
Mycobacterium fortuitum complex genus Increases 👪 Source Study
Mycobacterium terrae complex genus Increases 👪 Source Study
Neoscardovia genus Increases 👪 Source Study
Oblitimonas genus Increases 👪 Source Study
Parascardovia genus Increases 👪 Source Study
Permianibacter genus Increases 👪 Source Study
Pilibacter genus Increases 👪 Source Study
Pluralibacter genus Increases 👪 Source Study
Pseudescherichia genus Increases 👪 Source Study
Pseudomonas chlororaphis group genus Increases 👪 Source Study
Pseudoscardovia genus Increases 👪 Source Study
Raoultella genus Increases 👪 Source Study
Riesia genus Increases 👪 Source Study
Rosenbergiella genus Increases 👪 Source Study
Rugamonas genus Increases 👪 Source Study
Scardovia genus Increases 👪 Source Study
Shimwellia genus Increases 👪 Source Study
Siccibacter genus Increases 👪 Source Study
Tetragenococcus genus Increases 👪 Source Study
Vagococcus genus Increases 👪 Source Study
Yokenella genus Increases 👪 Source Study
Bifidobacterium genus Increases 📓 Source Study
Citrobacter genus Increases 📓 Source Study
Enterococcus genus Increases 📓 Source Study
Mycobacterium genus Increases 📓 Source Study
Pseudomonas genus Increases 📓 Source Study
Achromobacter georgiopolitanum species Increases 👪 Source Study
Arthrobacter sp. BDR2P1B1-M species Increases 👪 Source Study
ATCC 12478 species Increases 👪 Source Study
ATCC 29548 species Increases 👪 Source Study
ATCC 49372 species Increases 👪 Source Study
ATCC 49427 species Increases 👪 Source Study
ATCC 51112 species Increases 👪 Source Study
ATCC 51266 species Increases 👪 Source Study
ATCC BAA-1240 species Increases 👪 Source Study
ATCC BAA-257 species Increases 👪 Source Study
ATCC BAA-350 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
CCM 7280 species Increases 👪 Source Study
CCM 7299 species Increases 👪 Source Study
CCM 7990 species Increases 👪 Source Study
CCTCC AB 2012022 species Increases 👪 Source Study
CCTCC AB 207151 species Increases 👪 Source Study
CCUG 51504 species Increases 👪 Source Study
CCUG 51516 species Increases 👪 Source Study
CCUG 53116 species Increases 👪 Source Study
CCUG 58201 species Increases 👪 Source Study
CCUG 59304 species Increases 👪 Source Study
CCUG 63249 species Increases 👪 Source Study
CECT 7670 species Increases 👪 Source Study
CECT 7985 species Increases 👪 Source Study
CECT 8338 species Increases 👪 Source Study
CFBP 11706 species Increases 👪 Source Study
CGMCC 1.15942 species Increases 👪 Source Study
CIP 109839 species Increases 👪 Source Study
Citrobacter amalonaticus species Increases 👪 Source Study
Citrobacter sp. species Increases 👪 Source Study
Citrobacter sp. BW4 species Increases 👪 Source Study
Citrobacter sp. HD4.9 species Increases 👪 Source Study
CSUR P1224 species Increases 👪 Source Study
DSM 101070 species Increases 👪 Source Study
DSM 16611 species Increases 👪 Source Study
DSM 17875 species Increases 👪 Source Study
DSM 28040 species Increases 👪 Source Study
DSM 28043 species Increases 👪 Source Study
DSM 6978 species Increases 👪 Source Study
Enterococcus alcedinis species Increases 👪 Source Study
Enterococcus asini species Increases 👪 Source Study
Enterococcus canis species Increases 👪 Source Study
Enterococcus cecorum species Increases 👪 Source Study
Enterococcus columbae species Increases 👪 Source Study
enterococcus durans species Increases 👪 Source Study
Enterococcus gallinarum species Increases 👪 Source Study
Enterococcus haemoperoxidus species Increases 👪 Source Study
Enterococcus hermanniensis species Increases 👪 Source Study
Enterococcus italicus species Increases 👪 Source Study
Enterococcus malodoratus species Increases 👪 Source Study
Enterococcus sp. species Increases 👪 Source Study
Enterococcus sp. FDAARGOS_375 species Increases 👪 Source Study
Enterococcus sp. HSIEG1 species Increases 👪 Source Study
Enterococcus sulfureus species Increases 👪 Source Study
fluorescent pseudomonads species Increases 👪 Source Study
JCM 14963 species Increases 👪 Source Study
JCM 1658 species Increases 👪 Source Study
JCM 18565 species Increases 👪 Source Study
JCM 8722 species Increases 👪 Source Study
KCTC 32246 species Increases 👪 Source Study
KCTC 32541 species Increases 👪 Source Study
Mycobacterium simiae complex species Increases 👪 Source Study
Mycobacterium sp. BJC15-C31 species Increases 👪 Source Study
Mycobacterium sp. CRRI 4 species Increases 👪 Source Study
Mycobacterium sp. djl-10 species Increases 👪 Source Study
Mycobacterium sp. DL90 species Increases 👪 Source Study
Mycobacterium sp. EPa45 species Increases 👪 Source Study
Mycobacterium sp. FI 1033 species Increases 👪 Source Study
Mycobacterium sp. JS623 species Increases 👪 Source Study
Mycobacterium sp. KNUC287 species Increases 👪 Source Study
Mycobacterium sp. KNUC297 species Increases 👪 Source Study
Mycobacterium sp. MS1601 species Increases 👪 Source Study
Mycobacterium sp. UNC410CL29Cvi84 species Increases 👪 Source Study
PCU:282 species Increases 👪 Source Study
Pseudomonas denitrificans ATCC 13867 species Increases 👪 Source Study
Pseudomonas gingeri species Increases 👪 Source Study
Pseudomonas oryzae species Increases 👪 Source Study
Pseudomonas parafulva species Increases 👪 Source Study
Pseudomonas putida group species Increases 👪 Source Study
Pseudomonas saponiphila 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
strain PH-06 species Increases 👪 Source Study
Bifidobacterium bifidum species Increases 📓 Source Study
Bifidobacterium breve species Increases 📓 Source Study

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