beta lactam (antibiotic)s ** full range

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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
Comorbid: FibromyalgiaImproves-2.96
Neuroendocrine: Feeling like you have a low temperatureImproves-2.74
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
Pain: Sensitivity to painImproves-1.71
Post-exertional malaise: GeneralImproves-2.74
Post-exertional malaise: Mentally tired after the slightest effortImproves-2.74
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
AllergiesImproves-2.86
Amyotrophic lateral sclerosis (ALS) Motor NeuronImproves-2.74
Ankylosing spondylitisWorsen2.63
AsthmaImproves-2.01
AtherosclerosisImproves-2.82
AutismImproves-2.48
Brain TraumaWorsen2.74
CarcinomaImproves-3.63
Celiac DiseaseImproves-3.1
Chronic Fatigue SyndromeWorsen2.45
Chronic Kidney DiseaseImproves-2.41
Chronic urticaria (Hives)Improves-3.06
Colorectal CancerImproves-3.46
Crohn's DiseaseImproves-3.51
cystic fibrosisImproves-3.94
DepressionWorsen3.93
FibromyalgiaWorsen1.71
Gastroesophageal reflux disease (Gerd) including Barrett's esophagusImproves-2.69
Generalized anxiety disorderImproves-3.45
Graves' diseaseImproves-3.52
Hashimoto's thyroiditisImproves-2.42
High Blood PressureWorsen1.59
Histamine IssuesImproves-3.75
hypercholesterolemia (High Cholesterol)Worsen2.69
IgA nephropathy (IgAN)Worsen2.74
Inflammatory Bowel DiseaseImproves-4.6
Irritable Bowel SyndromeWorsen2.65
Liver CirrhosisImproves-4.36
ME/CFS without IBSWorsen1.82
Mood DisordersWorsen2.74
Multiple SclerosisImproves-3.34
neuropsychiatric disorders (PANDAS, PANS)Improves-2.42
ObesityImproves-2.21
OsteoporosisImproves-2.41
Parkinson's DiseaseWorsen2.74
PsoriasisImproves-2.97
Rheumatoid arthritisImproves-3.26
rheumatoid arthritis (RA),Spondyloarthritis (SpA)Improves-3.66
RosaceaWorsen2.69
SchizophreniaImproves-0.64
Sjögren syndromeImproves-2.41
Small Intestinal Bacterial Overgrowth (SIBO)Improves-4.26
Stress / posttraumatic stress disorderImproves-3.25
Systemic Lupus ErythematosusImproves-2.63
Type 1 DiabetesWorsen3.24
Type 2 DiabetesWorsen3.49
Ulcerative colitisImproves-3.07

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 Increases 📓 Source Study
Pseudomonadaceae family Increases 📓 Source Study
Acinetobacter genus Decreases 📓 Source Study
Acinetobacter genus Decreases 📓 Source Study
Burkholderia genus Decreases 📓 Source Study
Citrobacter genus Decreases 📓 Source Study
Escherichia genus Decreases 📓 Source Study
Haemophilus genus Decreases 📓 Source Study
Klebsiella genus Decreases 📓 Source Study
Klebsiella genus Decreases 📓 Source Study
Klebsiella genus Decreases 📓 Source Study
Kluyvera genus Decreases 📓 Source Study
Proteus genus Decreases 📓 Source Study
Pseudomonas genus Decreases 📓 Source Study
Pseudomonas genus Decreases 📓 Source Study
Pseudomonas genus Decreases 📓 Source Study
Serratia genus Decreases 📓 Source Study
Serratia genus Decreases 📓 Source Study
Staphylococcus genus Decreases 📓 Source Study
Staphylococcus genus Decreases 📓 Source Study
Stenotrophomonas genus Decreases 📓 Source Study
Burkholderia cepacia complex genus Decreases 👪 Source Study
pseudomallei group genus Decreases 👪 Source Study
Atlantibacter genus Increases 👪 Source Study
Biostraticola genus Increases 👪 Source Study
Buttiauxella genus Increases 👪 Source Study
Candidatus Ishikawaella genus Increases 👪 Source Study
Cedecea genus Increases 👪 Source Study
Gibbsiella genus Increases 👪 Source Study
Kosakonia genus Increases 👪 Source Study
Leclercia genus Increases 👪 Source Study
Lelliottia genus Increases 👪 Source Study
Limnobaculum genus Increases 👪 Source Study
Metakosakonia genus Increases 👪 Source Study
Moranella genus Increases 👪 Source Study
Oblitimonas genus Increases 👪 Source Study
Permianibacter genus Increases 👪 Source Study
Pluralibacter genus Increases 👪 Source Study
Pseudescherichia genus Increases 👪 Source Study
Pseudomonas chlororaphis group genus Increases 👪 Source Study
Raoultella genus Increases 👪 Source Study
Riesia genus Increases 👪 Source Study
Rosenbergiella genus Increases 👪 Source Study
Rugamonas genus Increases 👪 Source Study
Shimwellia genus Increases 👪 Source Study
Siccibacter genus Increases 👪 Source Study
Yokenella genus Increases 👪 Source Study
Citrobacter genus Increases 📓 Source Study
Pseudomonas genus Increases 📓 Source Study
Acinetobacter baumannii species Decreases 📓 Source Study
Acinetobacter calcoaceticus/baumannii complex species Decreases 📓 Source Study
Coccobacillus pfeifferi species Decreases 📓 Source Study
Escherichia coli species Decreases 📓 Source Study
Klebsiella pneumoniae aerogenes species Decreases 📓 Source Study
Klebsiella pneumoniae aerogenes species Decreases 📓 Source Study
Proteus mirabilis species Decreases 📓 Source Study
Pseudomonas aeruginosa species Decreases 📓 Source Study
Pseudomonas aeruginosa species Decreases 📓 Source Study
Pseudomonas aeruginosa group species Decreases 📓 Source Study
Pseudomonas aeruginosa group species Decreases 📓 Source Study
Staphylococcus aureus species Decreases 📓 Source Study
Staphylococcus aureus species Decreases 📓 Source Study
Stenotrophomonas maltophilia species Decreases 📓 Source Study
Stenotrophomonas maltophilia complex species Decreases 📓 Source Study
[Clostridium] spiroforme species Decreases 👪 Source Study
[Haemophilus] ducreyi species Decreases 👪 Source Study
Acinetobacter bereziniae species Decreases 👪 Source Study
Acinetobacter calcoaceticus species Decreases 👪 Source Study
Acinetobacter defluvii species Decreases 👪 Source Study
Acinetobacter dijkshoorniae species Decreases 👪 Source Study
Acinetobacter equi species Decreases 👪 Source Study
Acinetobacter genomic species 11 species Decreases 👪 Source Study
Acinetobacter genomosp. 13TU species Decreases 👪 Source Study
Acinetobacter genomosp. 3 species Decreases 👪 Source Study
Acinetobacter genomosp. 5 species Decreases 👪 Source Study
Acinetobacter guangdongensis species Decreases 👪 Source Study
Acinetobacter johnsonii species Decreases 👪 Source Study
Acinetobacter kyonggiensis species Decreases 👪 Source Study
Acinetobacter larvae species Decreases 👪 Source Study
Acinetobacter phenon 1 species Decreases 👪 Source Study
Acinetobacter radioresistens species Decreases 👪 Source Study
Acinetobacter rudis species Decreases 👪 Source Study
Acinetobacter schindleri species Decreases 👪 Source Study
Acinetobacter soli species Decreases 👪 Source Study
Acinetobacter sp. species Decreases 👪 Source Study
Acinetobacter sp. 423D species Decreases 👪 Source Study
Acinetobacter sp. 9(2012) species Decreases 👪 Source Study
Acinetobacter sp. ACNIH1 species Decreases 👪 Source Study
Acinetobacter sp. ACNIH2 species Decreases 👪 Source Study
Acinetobacter sp. C-S-NA3 species Decreases 👪 Source Study
Acinetobacter sp. C049 species Decreases 👪 Source Study
Acinetobacter sp. ECSMB21 species Decreases 👪 Source Study
Acinetobacter sp. HD5.2 species Decreases 👪 Source Study
Acinetobacter sp. IHBB 5074 species Decreases 👪 Source Study
Acinetobacter sp. JPB-1.07 species Decreases 👪 Source Study
Acinetobacter sp. LoGeW2-3 species Decreases 👪 Source Study
Acinetobacter sp. NCu2D-2 species Decreases 👪 Source Study
Acinetobacter sp. RBE2CD-114 species Decreases 👪 Source Study
Acinetobacter sp. RBE2CD-76 species Decreases 👪 Source Study
Acinetobacter sp. S2(2009) species Decreases 👪 Source Study
Acinetobacter sp. SR5.2 species Decreases 👪 Source Study
Acinetobacter sp. T133 species Decreases 👪 Source Study
Acinetobacter sp. TGL-Y2 species Decreases 👪 Source Study
Acinetobacter sp. TTH0-4 species Decreases 👪 Source Study
Acinetobacter sp. WB22-23 species Decreases 👪 Source Study
Acinetobacter sp. WCHA45 species Decreases 👪 Source Study
Acinetobacter sp. WCHA60 species Decreases 👪 Source Study
Acinetobacter sp. WCHAc010005 species Decreases 👪 Source Study
Acinetobacter sp. WCHAc010034 species Decreases 👪 Source Study
Acinetobacter venetianus species Decreases 👪 Source Study
ATCC 10248 species Decreases 👪 Source Study
ATCC 13674 species Decreases 👪 Source Study
ATCC 14235 species Decreases 👪 Source Study
ATCC 27836 species Decreases 👪 Source Study
ATCC 27848 species Decreases 👪 Source Study
ATCC 29062 species Decreases 👪 Source Study
ATCC 29974 species Decreases 👪 Source Study
ATCC 33077 species Decreases 👪 Source Study
ATCC 33110 species Decreases 👪 Source Study
ATCC 33617 species Decreases 👪 Source Study
ATCC 35469 species Decreases 👪 Source Study
ATCC 35538 species Decreases 👪 Source Study
ATCC 35539 species Decreases 👪 Source Study
ATCC 43733 species Decreases 👪 Source Study
ATCC 43808 species Decreases 👪 Source Study
ATCC 43809 species Decreases 👪 Source Study
ATCC 43958 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 700337 species Decreases 👪 Source Study
ATCC 700373 species Decreases 👪 Source Study
ATCC 700916 species Decreases 👪 Source Study
ATCC BAA-2403 species Decreases 👪 Source Study
Burkholderia cordobensis YI23 species Decreases 👪 Source Study
Burkholderia insecticola species Decreases 👪 Source Study
Burkholderia sp. AD24 species Decreases 👪 Source Study
Burkholderia sp. Bp7605 species Decreases 👪 Source Study
Burkholderia sp. CBPB-HIM species Decreases 👪 Source Study
Burkholderia sp. CCGE1003 species Decreases 👪 Source Study
Burkholderia sp. IDO3 species Decreases 👪 Source Study
Burkholderia sp. JP2-270 species Decreases 👪 Source Study
Burkholderia sp. JSC-R3-522-9 species Decreases 👪 Source Study
Burkholderia sp. KK1 species Decreases 👪 Source Study
Burkholderia sp. OLGA172 species Decreases 👪 Source Study
Burkholderia sp. PAMC 26561 species Decreases 👪 Source Study
Burkholderia ultramafica species Decreases 👪 Source Study
CCM 7045 species Decreases 👪 Source Study
CCM 7213 species Decreases 👪 Source Study
CCM 7717 species Decreases 👪 Source Study
CCUG 51270 species Decreases 👪 Source Study
CCUG 59809 species Decreases 👪 Source Study
CIP 110771 species Decreases 👪 Source Study
DSM 14437 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
Haemophilus aegyptius species Decreases 👪 Source Study
Haemophilus haemoglobinophilus species Decreases 👪 Source Study
Haemophilus haemolyticus species Decreases 👪 Source Study
Haemophilus parahaemolyticus species Decreases 👪 Source Study
Haemophilus parainfluenzae species Decreases 👪 Source Study
Haemophilus paraphrohaemolyticus species Decreases 👪 Source Study
Haemophilus pittmaniae species Decreases 👪 Source Study
Haemophilus quentini Olsen et al. 2005 species Decreases 👪 Source Study
Haemophilus sp. species Decreases 👪 Source Study
Haemophilus sp. 11p18 species Decreases 👪 Source Study
Haemophilus sp. oral taxon 036 species Decreases 👪 Source Study
Haemophilus sp. oral taxon 851 species Decreases 👪 Source Study
Haemophilus sp. paraurethrae species Decreases 👪 Source Study
Haemophilus sputorum 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
LMG:1029 species Decreases 👪 Source Study
LMG:7884 species Decreases 👪 Source Study
LMG:996 species Decreases 👪 Source Study
LTH 3734 species Decreases 👪 Source Study
Proteus penneri species Decreases 👪 Source Study
Proteus sp. 3163O2 species Decreases 👪 Source Study
Proteus sp. DL4.8 species Decreases 👪 Source Study
Pseudomonas alcaligenes species Decreases 👪 Source Study
Pseudomonas mendocina species Decreases 👪 Source Study
Pseudomonas straminea species Decreases 👪 Source Study
Serratia ficaria species Decreases 👪 Source Study
Serratia marinorubra species Decreases 👪 Source Study
Serratia nematodiphila species Decreases 👪 Source Study
Serratia plymuthica species Decreases 👪 Source Study
Serratia sp. 3ACOL1 species Decreases 👪 Source Study
Serratia sp. ATCC 39006 species Decreases 👪 Source Study
Serratia sp. FGI94 species Decreases 👪 Source Study
Serratia sp. P2ACOL2 species Decreases 👪 Source Study
Serratia sp. ST9 species Decreases 👪 Source Study
Serratia sp. YD25 species Decreases 👪 Source Study
Serratia symbiotica species Decreases 👪 Source Study
Serratia ureilytica 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
Stenotrophomonas rhizophila species Decreases 👪 Source Study
Stenotrophomonas sp. C-S-TSA3 species Decreases 👪 Source Study
Stenotrophomonas sp. ESTM1D_MKCIP4_1 species Decreases 👪 Source Study
Stenotrophomonas sp. I_35-G5PA9A1 species Decreases 👪 Source Study
Stenotrophomonas sp. I_63-LFP1A9B1 species Decreases 👪 Source Study
Stenotrophomonas sp. I_71-LFP2B10A species Decreases 👪 Source Study
Stenotrophomonas sp. LM091 species Decreases 👪 Source Study
Stenotrophomonas sp. N017 species Decreases 👪 Source Study
Stenotrophomonas sp. NR17 species Decreases 👪 Source Study
Stenotrophomonas sp. PAMC25021 species Decreases 👪 Source Study
Stenotrophomonas sp. Pemsol species Decreases 👪 Source Study
Stenotrophomonas sp. TV49May species Decreases 👪 Source Study
Stenotrophomonas sp. UYSO33 species Decreases 👪 Source Study
Stenotrophomonas sp. ZAC14D2_NAIMI4_6 species Decreases 👪 Source Study
Achromobacter georgiopolitanum species Increases 👪 Source Study
Arthrobacter sp. BDR2P1B1-M species Increases 👪 Source Study
ATCC 51112 species Increases 👪 Source Study
ATCC BAA-257 species Increases 👪 Source Study
CCM 7280 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 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
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
fluorescent pseudomonads species Increases 👪 Source Study
JCM 14963 species Increases 👪 Source Study
JCM 1658 species Increases 👪 Source Study
KCTC 32246 species Increases 👪 Source Study
KCTC 32541 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

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