🍽️ ß-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
Age: 20-30Worsen2.76
Age: 30-40Improves-1.43
Age: 40-50Improves-1.43
Age: 60-70Worsen1.7
Asymptomatic: Live in house with person with probable microbiome dysfunctionImproves-1.59
Asymptomatic: No Health IssuesWorsen2.06
Autism: Official DiagnosisWorsen1.42
Autonomic Manifestations: irritable bowel syndromeWorsen0.2
Autonomic Manifestations: Orthostatic intoleranceWorsen1.79
Blood Type: A PositiveImproves-2.26
Blood Type: O PositiveImproves-1.86
Comorbid-Mouth: Bruxism - Jaw cleanching / Teeth grindingWorsen1.7
Comorbid-Mouth: Dry MouthImproves-0.18
Comorbid-Mouth: TMJ / Dysfunction of the temporomandibular joint syndromeWorsen2.21
Comorbid: Constipation and Explosions (not diarrohea)Improves-2.69
Comorbid: Histamine or Mast Cell issuesWorsen2.32
Comorbid: MigraineImproves-1.86
Comorbid: Snoring (NOT Sleep ApneaWorsen1.42
Condition: ME/CFS with IBSImproves-1.43
DePaul University Fatigue Questionnaire : AllergiesImproves-2.74
DePaul University Fatigue Questionnaire : Anxiety/tensionWorsen2.92
DePaul University Fatigue Questionnaire : Difficulty falling asleepImproves-1.79
DePaul University Fatigue Questionnaire : Difficulty finding the right wordWorsen3.1
DePaul University Fatigue Questionnaire : FatigueWorsen2.75
DePaul University Fatigue Questionnaire : Forgetting what you are trying to sayWorsen2.79
DePaul University Fatigue Questionnaire : Unrefreshing Sleep, that is waking up feeling tired Improves-2.26
DePaul University Fatigue Questionnaire : Walking up early in the morning (e.g. 3AM)Worsen2
Gender: FemaleImproves-1.43
Gender: MaleImproves-1.43
General: DepressionImproves-1.43
General: FatigueImproves-1.43
General: HeadachesWorsen2.21
General: Heavy feeling in arms and legsWorsen3.03
Immune Manifestations: Alcohol IntolerantWorsen2.21
Immune Manifestations: BloatingImproves-1.43
Immune Manifestations: ConstipationImproves-1.43
Immune Manifestations: Inflammation (General)Worsen3.24
Immune Manifestations: medication sensitivities.Worsen1.48
Infection: Human Herpesvirus 6 (HHV6)Improves-0.44
Joint: RednessWorsen3.03
Joint: Stiffness and swellingWorsen1.7
Joint: TendernessWorsen2.97
Neurocognitive: Absent-mindedness or forgetfulnessImproves-1.43
Neurocognitive: Brain FogImproves-1.43
Neurocognitive: Can only focus on one thing at a timeWorsen0.82
Neurocognitive: Difficulty expressing thoughtsWorsen2.53
Neurocognitive: Difficulty paying attention for a long period of timeImproves-1.43
Neurocognitive: Difficulty understanding thingsImproves-1.43
Neurocognitive: Problems remembering thingsImproves-1.43
Neuroendocrine Manifestations: cold extremitiesImproves-1.43
Neuroendocrine Manifestations: Excessive adrenalineWorsen1.68
Neuroendocrine Manifestations: worsening of symptoms with stress.Improves-1.43
Neuroendocrine: Alcohol intoleranceWorsen1.7
Neuroendocrine: Cold limbs (e.g. arms, legs hands)Improves-1.43
Neurological-Audio: Tinnitus (ringing in ear)Worsen1.7
Neurological-Sleep: Chaotic diurnal sleep rhythms (Erratic Sleep)Worsen1.42
Neurological: Slowed speechWorsen2.99
Neurological: Word-finding problemsWorsen1.03
Official Diagnosis: Chronic Fatigue SyndromeWorsen2.53
Official Diagnosis: Irritable Bowel SyndromeImproves-1.43
Official Diagnosis: Mast Cell DysfunctionWorsen2.15
Onset: 2010-2020Improves-1.43
Pain: Pain or aching in musclesImproves-1.43
Pain: Sensitivity to painWorsen1.42
Post-exertional malaise: GeneralImproves-1.43
Post-exertional malaise: Mentally tired after the slightest effortWorsen2.53
Post-exertional malaise: Post-exertional malaiseImproves-1.43
Post-exertional malaise: Rapid cognitive fatigability, Improves-1.43
Post-exertional malaise: Worsening of symptoms after mild physical activityWorsen2.53
Sleep: Need to nap dailyImproves-1.43
Sleep: Problems falling asleepImproves-1.43
Sleep: Problems staying asleepWorsen0.82
Sleep: Unrefreshed sleepImproves-1.43
Sleep: Waking up early in the morning (e.g. 3 AM)Worsen1.7

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
ADHDImproves-1.61
Allergic Rhinitis (Hay Fever)Worsen1.21
AllergiesWorsen3.57
Alzheimer's diseaseImproves-4.72
Amyotrophic lateral sclerosis (ALS) Motor NeuronImproves-3.27
Ankylosing spondylitisImproves-4.58
Anorexia NervosaImproves-3.6
AsthmaWorsen3.99
AtherosclerosisImproves-1.83
AutismWorsen5.26
Bipolar DisorderImproves-3.69
Brain TraumaWorsen3.48
CarcinomaImproves-2.76
Celiac DiseaseWorsen3.53
Cerebral PalsyWorsen2.9
Chronic Fatigue SyndromeWorsen3.63
Chronic Kidney DiseaseImproves-3.05
Chronic Urticaria (Hives)Worsen3.5
Colorectal CancerImproves-4.14
Coronary artery disease Improves-2.53
Crohn's DiseaseWorsen3.38
DepressionImproves-3.65
EczemaWorsen0.87
EpilepsyImproves-2.97
FibromyalgiaImproves-4.6
Functional constipation / chronic idiopathic constipationImproves-1.54
gallstone disease (gsd)Worsen3.45
Gastroesophageal reflux disease (Gerd) including Barrett's esophagusWorsen0
Graves' diseaseImproves-2.62
Hashimoto's thyroiditisWorsen2.76
High Blood PressureWorsen3.36
Histamine Issues From UbiomeWorsen1.61
hypercholesterolemia (High Cholesterol)Improves-2.76
Hyperlipidemia (High Blood Fats)Worsen2.97
IgA nephropathy (IgAN)Worsen2.84
Inflammatory Bowel DiseaseImproves-4.41
InsomniaWorsen2.76
Irritable Bowel SyndromeImproves-4.64
Liver CirrhosisImproves-3.98
ME/CFS with IBSImproves-0.84
ME/CFS without IBSWorsen3.9
Mood DisordersImproves-2.97
Multiple SclerosisImproves-3.58
Multiple system atrophy (MSA)Improves-1.72
neuropsychiatric disorders (PANDAS, PANS)Improves-2.97
Nonalcoholic Fatty Liver Disease (nafld) NonalcoholicWorsen3.31
ObesityWorsen2.83
OsteoarthritisWorsen2.9
OsteoporosisWorsen3.18
Parkinson's DiseaseWorsen3.22
PsoriasisWorsen3.29
rheumatoid arthritis (RA),Spondyloarthritis (SpA)Improves-4.36
RosaceaImproves-2.51
SchizophreniaImproves-2.85
Sjögren syndromeImproves-3.29
Small Intestinal Bacterial Overgrowth (SIBO)Improves-2.76
Stress / posttraumatic stress disorderWorsen2.9
Systemic Lupus ErythematosusWorsen3.43
Type 1 DiabetesImproves-2.99
Type 2 DiabetesImproves-4.37
Ulcerative colitisImproves-3

Bacteria Impacted

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
Prevotellaceae family Decreases 📓 Source Study
Rikenellaceae family Decreases 📓 Source Study
Ruminococcaceae family Decreases 📓 Source Study
Clostridiaceae family Increases 📓 Source Study
Alistipes genus Decreases 📓 Source Study
Papillibacter genus Decreases 📓 Source Study
Prevotella genus Decreases 📓 Source Study
Acetanaerobacterium genus Decreases 👪 Source Study
Acetobacteroides genus Decreases 👪 Source Study
Agathobaculum genus Decreases 👪 Source Study
Alloprevotella genus Decreases 👪 Source Study
Anaerocella genus Decreases 👪 Source Study
Anaerofilum genus Decreases 👪 Source Study
Anaeromassilibacillus genus Decreases 👪 Source Study
Angelakisella genus Decreases 👪 Source Study
Bittarella genus Decreases 👪 Source Study
Candidatus Soleaferrea genus Decreases 👪 Source Study
Caproiciproducens genus Decreases 👪 Source Study
Ethanoligenens genus Decreases 👪 Source Study
Flavonifractor genus Decreases 👪 Source Study
Fournierella genus Decreases 👪 Source Study
Gemmiger genus Decreases 👪 Source Study
Gorbachella genus Decreases 👪 Source Study
Hydrogenoanaerobacterium genus Decreases 👪 Source Study
Massiliprevotella genus Decreases 👪 Source Study
Metaprevotella genus Decreases 👪 Source Study
Mucinivorans genus Decreases 👪 Source Study
Negativibacillus genus Decreases 👪 Source Study
Neglecta genus Decreases 👪 Source Study
Papillibacter genus Decreases 👪 Source Study
Paraprevotella genus Decreases 👪 Source Study
Phocea genus Decreases 👪 Source Study
Prevotellamassilia genus Decreases 👪 Source Study
Pseudoflavonifractor genus Decreases 👪 Source Study
Rikenella genus Decreases 👪 Source Study
Ruthenibacterium genus Decreases 👪 Source Study
Sporobacter genus Decreases 👪 Source Study
Alkaliphilus genus Increases 👪 Source Study
Anaerobacter genus Increases 👪 Source Study
Anoxynatronum genus Increases 👪 Source Study
Beduini genus Increases 👪 Source Study
Brassicibacter genus Increases 👪 Source Study
Caldisalinibacter genus Increases 👪 Source Study
Caloramator genus Increases 👪 Source Study
Caminicella genus Increases 👪 Source Study
Candidatus Arthromitus genus Increases 👪 Source Study
Clostridiisalibacter genus Increases 👪 Source Study
Falcatimonas genus Increases 👪 Source Study
Fervidicella genus Increases 👪 Source Study
Fonticella genus Increases 👪 Source Study
Geosporobacter genus Increases 👪 Source Study
Hathewaya genus Increases 👪 Source Study
Hungatella genus Increases 👪 Source Study
Lactonifactor genus Increases 👪 Source Study
Lutispora genus Increases 👪 Source Study
Maledivibacter genus Increases 👪 Source Study
Massilioclostridium genus Increases 👪 Source Study
Mordavella genus Increases 👪 Source Study
Natronincola genus Increases 👪 Source Study
Oceanirhabdus genus Increases 👪 Source Study
Oxobacter genus Increases 👪 Source Study
Sarcina genus Increases 👪 Source Study
Sporosalibacterium genus Increases 👪 Source Study
Tindallia genus Increases 👪 Source Study
Youngiibacter genus Increases 👪 Source Study
Clostridium genus Increases 📓 Source Study
[Hallella] seregens species Decreases 👪 Source Study
Alistipes ihumii species Decreases 👪 Source Study
Alistipes inops species Decreases 👪 Source Study
Alistipes massiliensis species Decreases 👪 Source Study
Alistipes obesi species Decreases 👪 Source Study
Alistipes onderdonkii species Decreases 👪 Source Study
Alistipes senegalensis Mishra et al. 2012 species Decreases 👪 Source Study
Alistipes sp. species Decreases 👪 Source Study
Alistipes sp. cv1 species Decreases 👪 Source Study
Alistipes sp. DJF_B185 species Decreases 👪 Source Study
Alistipes sp. EBA6-25cl2 species Decreases 👪 Source Study
Alistipes sp. HGB5 species Decreases 👪 Source Study
Alistipes sp. Marseille-P5997 species Decreases 👪 Source Study
Alistipes sp. NML05A004 species Decreases 👪 Source Study
Alistipes sp. RMA 9912 species Decreases 👪 Source Study
Alistipes sp. S457 species Decreases 👪 Source Study
Alistipes timonensis species Decreases 👪 Source Study
Candidatus Prevotella conceptionensis Fenollar et al. 2006 species Decreases 👪 Source Study
CCUG 57945 species Decreases 👪 Source Study
CCUG 60371 species Decreases 👪 Source Study
Papillibacter cinnamivorans species Decreases 👪 Source Study
Prevotella bergensis species Decreases 👪 Source Study
Prevotella colorans species Decreases 👪 Source Study
Prevotella dentalis species Decreases 👪 Source Study
Prevotella dentasini species Decreases 👪 Source Study
Prevotella denticola species Decreases 👪 Source Study
Prevotella fusca species Decreases 👪 Source Study
Prevotella histicola species Decreases 👪 Source Study
Prevotella loescheii species Decreases 👪 Source Study
Prevotella marshii species Decreases 👪 Source Study
Prevotella melaninogenica species Decreases 👪 Source Study
Prevotella multiformis species Decreases 👪 Source Study
Prevotella salivae species Decreases 👪 Source Study
Prevotella shahii species Decreases 👪 Source Study
Prevotella sp. species Decreases 👪 Source Study
Prevotella sp. HJM029 species Decreases 👪 Source Study
Prevotella sp. MSX73 species Decreases 👪 Source Study
Prevotella sp. oral taxon 299 species Decreases 👪 Source Study
Prevotella sp. S8 F8 species Decreases 👪 Source Study
Prevotella sp. Smarlab 121567 species Decreases 👪 Source Study
Prevotella sp. WAL 2039G species Decreases 👪 Source Study
Acuformis perennis species Increases 👪 Source Study
ATCC 27021 species Increases 👪 Source Study
Clostridium aceticum species Increases 👪 Source Study
Clostridium acetobutylicum species Increases 👪 Source Study
Clostridium acidisoli species Increases 👪 Source Study
Clostridium aestuarii species Increases 👪 Source Study
Clostridium akagii species Increases 👪 Source Study
Clostridium algidicarnis species Increases 👪 Source Study
Clostridium algifaecis species Increases 👪 Source Study
Clostridium amylolyticum species Increases 👪 Source Study
Clostridium argentinense species Increases 👪 Source Study
Clostridium aurantibutyricum species Increases 👪 Source Study
Clostridium autoethanogenum species Increases 👪 Source Study
Clostridium beijerinckii species Increases 👪 Source Study
Clostridium bornimense species Increases 👪 Source Study
Clostridium botulinum species Increases 👪 Source Study
Clostridium cadaveris species Increases 👪 Source Study
Clostridium carboxidivorans species Increases 👪 Source Study
Clostridium cavendishii species Increases 👪 Source Study
Clostridium celatum species Increases 👪 Source Study
Clostridium cellulovorans species Increases 👪 Source Study
Clostridium chartatabidum species Increases 👪 Source Study
Clostridium chauvaei species Increases 👪 Source Study
Clostridium chromiireducens species Increases 👪 Source Study
Clostridium cochlearium species Increases 👪 Source Study
Clostridium colicanis species Increases 👪 Source Study
Clostridium collagenovorans species Increases 👪 Source Study
Clostridium cylindrosporum species Increases 👪 Source Study
Clostridium disporicum species Increases 👪 Source Study
Clostridium drakei species Increases 👪 Source Study
Clostridium estertheticum species Increases 👪 Source Study
Clostridium formicaceticum species Increases 👪 Source Study
Clostridium frigidicarnis species Increases 👪 Source Study
Clostridium frigoris species Increases 👪 Source Study
Clostridium ganghwense species Increases 👪 Source Study
Clostridium gasigenes species Increases 👪 Source Study
Clostridium grantii species Increases 👪 Source Study
Clostridium haemolyticum species Increases 👪 Source Study
Clostridium hydrogeniformans species Increases 👪 Source Study
Clostridium intestinale species Increases 👪 Source Study
Clostridium isatidis species Increases 👪 Source Study
Clostridium kluyveri species Increases 👪 Source Study
Clostridium kogasensis species Increases 👪 Source Study
Clostridium ljungdahlii species Increases 👪 Source Study
Clostridium lundense species Increases 👪 Source Study
Clostridium maximum species Increases 👪 Source Study
Clostridium neonatale Bouvet et al. 2014 species Increases 👪 Source Study
Clostridium nigeriense species Increases 👪 Source Study
Clostridium novyi species Increases 👪 Source Study
Clostridium oceanicum species Increases 👪 Source Study
Clostridium oryzae species Increases 👪 Source Study
Clostridium paraputrificum species Increases 👪 Source Study
Clostridium pasteurianum species Increases 👪 Source Study
Clostridium phoceensis species Increases 👪 Source Study
Clostridium polyendosporum species Increases 👪 Source Study
Clostridium putrefaciens species Increases 👪 Source Study
Clostridium quinii species Increases 👪 Source Study
Clostridium saccharobutylicum species Increases 👪 Source Study
Clostridium sartagoforme species Increases 👪 Source Study
Clostridium scatologenes species Increases 👪 Source Study
Clostridium schirmacherense species Increases 👪 Source Study
Clostridium senegalense species Increases 👪 Source Study
Clostridium septicum species Increases 👪 Source Study
Clostridium sp. species Increases 👪 Source Study
Clostridium sp. 14505 species Increases 👪 Source Study
Clostridium sp. 619 species Increases 👪 Source Study
Clostridium sp. 7_2_43FAA species Increases 👪 Source Study
Clostridium sp. AT32 species Increases 👪 Source Study
Clostridium sp. AT4 species Increases 👪 Source Study
Clostridium sp. AUH-JLC235 species Increases 👪 Source Study
Clostridium sp. AWRP species Increases 👪 Source Study
Clostridium sp. BNL1100 species Increases 👪 Source Study
Clostridium sp. BPY5 species Increases 👪 Source Study
Clostridium sp. BS-5 species Increases 👪 Source Study
Clostridium sp. CL-2 species Increases 👪 Source Study
Clostridium sp. Clone-17 species Increases 👪 Source Study
Clostridium sp. Clone-24 species Increases 👪 Source Study
Clostridium sp. Clone-49 species Increases 👪 Source Study
Clostridium sp. CM-C81 species Increases 👪 Source Study
Clostridium sp. CT4 species Increases 👪 Source Study
Clostridium sp. cTPY-17 species Increases 👪 Source Study
Clostridium sp. Culture Jar-8 species Increases 👪 Source Study
Clostridium sp. Culture-1 species Increases 👪 Source Study
Clostridium sp. EDB2 species Increases 👪 Source Study
Clostridium sp. FCB45 species Increases 👪 Source Study
Clostridium sp. FCB90-3 species Increases 👪 Source Study
Clostridium sp. JN-1 species Increases 👪 Source Study
Clostridium sp. JN-9 species Increases 👪 Source Study
Clostridium sp. JN500901 species Increases 👪 Source Study
Clostridium sp. JPL_22 species Increases 👪 Source Study
Clostridium sp. L2-50 species Increases 👪 Source Study
Clostridium sp. M62/1 species Increases 👪 Source Study
Clostridium sp. Marseille-P2776 species Increases 👪 Source Study
Clostridium sp. Marseille-P3122 species Increases 👪 Source Study
Clostridium sp. Marseille-P3244 species Increases 👪 Source Study
Clostridium sp. MDA2315 species Increases 👪 Source Study
Clostridium sp. MF28 species Increases 👪 Source Study
Clostridium sp. MLG856-1 species Increases 👪 Source Study
Clostridium sp. MSTE9 species Increases 👪 Source Study
Clostridium sp. NML 04A032 species Increases 👪 Source Study
Clostridium sp. NT-1 species Increases 👪 Source Study
Clostridium sp. P301 species Increases 👪 Source Study
Clostridium sp. Pao32 species Increases 👪 Source Study
Clostridium sp. PPf35E6 species Increases 👪 Source Study
Clostridium sp. R96 species Increases 👪 Source Study
Clostridium sp. SR1 species Increases 👪 Source Study
Clostridium sp. SS2/1 species Increases 👪 Source Study
Clostridium sp. SW003 species Increases 👪 Source Study
Clostridium sp. SY8519 species Increases 👪 Source Study
Clostridium sp. TB5 species Increases 👪 Source Study
Clostridium sp. YIT 12069 species Increases 👪 Source Study
Clostridium taeniosporum species Increases 👪 Source Study
Clostridium tarantellae species Increases 👪 Source Study
Clostridium tertium species Increases 👪 Source Study
Clostridium tetani species Increases 👪 Source Study
Clostridium thermobutyricum species Increases 👪 Source Study
Clostridium thermopalmarium species Increases 👪 Source Study
Clostridium tyrobutyricum species Increases 👪 Source Study
Clostridium uliginosum species Increases 👪 Source Study
Clostridium ventriculi species Increases 👪 Source Study
Clostridium vincentii species Increases 👪 Source Study
D5 species Increases 👪 Source Study
environmental samples species Increases 👪 Source Study

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This is an Academic site. It generates theoretical models of what may benefit a specific microbiome results.