AI Engines For more Details: Perplexity Kagi Labs You
| Rank | Probiotic | Impact |
|---|---|---|
| genus | Bifidobacterium | Increases |
| genus | Pediococcus | Increases |
| species | Bifidobacterium adolescentis | Increases |
| species | Bifidobacterium animalis | Increases |
| species | Bifidobacterium bifidum | Increases |
| species | Bifidobacterium breve | Increases |
| species | Bifidobacterium catenulatum | Increases |
| species | Bifidobacterium longum | Increases |
| species | Bifidobacterium pseudocatenulatum | Increases |
| species | Bifidobacterium pseudolongum | Increases |
| species | Lactobacillus acidophilus | Increases |
| species | Lactobacillus crispatus | Increases |
| species | Lactobacillus gasseri | Increases |
| species | Lactobacillus helveticus | Increases |
| species | Lactobacillus jensenii | Increases |
| species | Lactobacillus johnsonii | Increases |
| species | Lactobacillus kefiranofaciens | Increases |
| species | Lactococcus cremoris | Reduces |
| species | Lactococcus lactis | Reduces |
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.
A higher number indicates impact on more bacteria associated with the condition and confidence on the impact.
We have X bacteria high and Y low reported. We find that the modifier reduces some and increases other of these two groups. We just tally: X|reduces + Y|Increase = Positive X|increases + Y|decrease = Negative.
Benefit Ratio:
Numbers above 0 have increasing positive effect.
Numbers below 0 have increasing negative effect.
| Condition | Positive Impact | Negative Impact | Benefit Ratio Impact |
|---|---|---|---|
| Abdominal Aortic Aneurysm | 0.2 | 0.1 | 1 |
| Acne | 2.1 | 1.1 | 0.91 |
| ADHD | 2.7 | 3.4 | -0.26 |
| Age-Related Macular Degeneration and Glaucoma | 0.4 | 0.3 | 0.33 |
| Allergic Rhinitis (Hay Fever) | 2.6 | 0.4 | 5.5 |
| Allergies | 3.5 | 2.4 | 0.46 |
| Allergy to milk products | 1.9 | 1.8 | 0.06 |
| Alopecia (Hair Loss) | 0.3 | 0.6 | -1 |
| Alzheimer's disease | 5.1 | 4.1 | 0.24 |
| Amyotrophic lateral sclerosis (ALS) Motor Neuron | 1.1 | 2.3 | -1.09 |
| Ankylosing spondylitis | 2.5 | 1.9 | 0.32 |
| Anorexia Nervosa | 2.7 | 0.7 | 2.86 |
| Antiphospholipid syndrome (APS) | 0.2 | 0.2 | |
| Asthma | 1.7 | 2.3 | -0.35 |
| Atherosclerosis | 0.4 | 1.7 | -3.25 |
| Atrial fibrillation | 3 | 1.6 | 0.88 |
| Autism | 5.9 | 6.3 | -0.07 |
| Barrett esophagus cancer | 0.8 | -0.8 | |
| benign prostatic hyperplasia | 0.4 | 0.4 | |
| Biofilm | 0.2 | -0.2 | |
| Bipolar Disorder | 0.7 | 1.8 | -1.57 |
| Brain Trauma | 0.6 | 1.9 | -2.17 |
| Breast Cancer | 0.2 | 0.2 | 0 |
| Cancer (General) | 1 | 1.2 | -0.2 |
| Carcinoma | 1.7 | 1.6 | 0.06 |
| Celiac Disease | 2.9 | 2.4 | 0.21 |
| Cerebral Palsy | 0.7 | 1 | -0.43 |
| Chronic Fatigue Syndrome | 3.2 | 3.8 | -0.19 |
| Chronic Kidney Disease | 1 | 1.9 | -0.9 |
| Chronic Lyme | 0.2 | -0.2 | |
| Chronic Obstructive Pulmonary Disease (COPD) | 0.9 | 1.1 | -0.22 |
| Chronic Urticaria (Hives) | 0.4 | 0.8 | -1 |
| Coagulation / Micro clot triggering bacteria | 0.6 | 1.3 | -1.17 |
| Colorectal Cancer | 2.6 | 2.5 | 0.04 |
| Constipation | 1.1 | 1.3 | -0.18 |
| Coronary artery disease | 0.6 | 1.1 | -0.83 |
| COVID-19 | 6 | 5.7 | 0.05 |
| Crohn's Disease | 5.6 | 5.6 | 0 |
| cystic fibrosis | 1.2 | 0.2 | 5 |
| d-lactic acidosis (one form of brain fog) | 0.7 | 1.4 | -1 |
| deep vein thrombosis | 0.4 | 0.7 | -0.75 |
| Depression | 8.3 | 9.6 | -0.16 |
| Dermatomyositis | 0.8 | 0.6 | 0.33 |
| Eczema | 2.9 | 1 | 1.9 |
| Endometriosis | 2.1 | 1.8 | 0.17 |
| Eosinophilic Esophagitis | 0.9 | 0.6 | 0.5 |
| Epilepsy | 2.8 | 2.7 | 0.04 |
| erectile dysfunction | 0.7 | 0.2 | 2.5 |
| Fibromyalgia | 1.4 | 1.3 | 0.08 |
| Functional constipation / chronic idiopathic constipation | 3.6 | 4.4 | -0.22 |
| gallstone disease (gsd) | 0.8 | 2.2 | -1.75 |
| Gastroesophageal reflux disease (Gerd) including Barrett's esophagus | 0.2 | 0.8 | -3 |
| Generalized anxiety disorder | 1 | 1.5 | -0.5 |
| giant cell arteritis | 0.5 | 0.6 | -0.2 |
| Glioblastoma | 0.6 | 0.4 | 0.5 |
| Gout | 0.8 | 0.8 | 0 |
| Graves' disease | 1.3 | 1.9 | -0.46 |
| Halitosis | 0.2 | 0.4 | -1 |
| Hashimoto's thyroiditis | 2.1 | 1.2 | 0.75 |
| Hemorrhoidal disease, Hemorrhoids, Piles | 0.4 | -0.4 | |
| Hidradenitis Suppurativa | 0.2 | 0.1 | 1 |
| High Histamine/low DAO | 1.3 | 0.6 | 1.17 |
| hypercholesterolemia (High Cholesterol) | 0.2 | 0.5 | -1.5 |
| hyperglycemia | 1.9 | 0.5 | 2.8 |
| Hyperlipidemia (High Blood Fats) | 1.2 | 2.1 | -0.75 |
| hypersomnia | 0.3 | 0.7 | -1.33 |
| hypertension (High Blood Pressure | 4.1 | 4.4 | -0.07 |
| Hypothyroidism | 1.6 | 1.8 | -0.13 |
| Hypoxia | 0.3 | 0.4 | -0.33 |
| IgA nephropathy (IgAN) | 1.8 | 0.3 | 5 |
| Inflammatory Bowel Disease | 3.3 | 3.2 | 0.03 |
| Insomnia | 1.6 | 1.5 | 0.07 |
| Intelligence | 1.1 | 1 | 0.1 |
| Intracranial aneurysms | 0.8 | 1.5 | -0.88 |
| Irritable Bowel Syndrome | 3.2 | 4.4 | -0.38 |
| Liver Cirrhosis | 4.4 | 3.8 | 0.16 |
| Long COVID | 7.7 | 8.1 | -0.05 |
| Low bone mineral density | 1.1 | 0.9 | 0.22 |
| Lung Cancer | 1.5 | 0.6 | 1.5 |
| Mast Cell Issues / mastitis | 1.6 | 1.8 | -0.13 |
| ME/CFS with IBS | 1.1 | 0.7 | 0.57 |
| ME/CFS without IBS | 0.8 | 1.3 | -0.63 |
| Menopause | 0.2 | 0.4 | -1 |
| Metabolic Syndrome | 7.4 | 7.2 | 0.03 |
| Mood Disorders | 9.1 | 11.3 | -0.24 |
| multiple chemical sensitivity [MCS] | 0.3 | 0.4 | -0.33 |
| Multiple Sclerosis | 1.9 | 4.4 | -1.32 |
| Multiple system atrophy (MSA) | 1.2 | 0.4 | 2 |
| myasthenia gravis | 0.6 | 0.6 | |
| neuropathic pain | 0.2 | 0.4 | -1 |
| Neuropathy (all types) | 1.2 | 0.7 | 0.71 |
| neuropsychiatric disorders (PANDAS, PANS) | 1.2 | 0.3 | 3 |
| Nonalcoholic Fatty Liver Disease (nafld) Nonalcoholic | 2.7 | 3.5 | -0.3 |
| NonCeliac Gluten Sensitivity | 0.8 | 1.8 | -1.25 |
| Obesity | 6.3 | 5.1 | 0.24 |
| obsessive-compulsive disorder | 2.5 | 2.1 | 0.19 |
| Osteoarthritis | 1.4 | 0.2 | 6 |
| Osteoporosis | 0.8 | 1.8 | -1.25 |
| pancreatic cancer | 0.2 | 0.6 | -2 |
| Parkinson's Disease | 6.6 | 6.9 | -0.05 |
| Polycystic ovary syndrome | 2.1 | 3.2 | -0.52 |
| Postural orthostatic tachycardia syndrome | 0.6 | 0.7 | -0.17 |
| Premenstrual dysphoric disorder | 0.2 | 0.6 | -2 |
| primary biliary cholangitis | 1.2 | 1.2 | |
| Psoriasis | 1 | 2.7 | -1.7 |
| rheumatoid arthritis (RA),Spondyloarthritis (SpA) | 4.7 | 8.7 | -0.85 |
| Rosacea | 1.2 | 1.1 | 0.09 |
| Schizophrenia | 3.3 | 5.2 | -0.58 |
| scoliosis | 1 | 0.6 | 0.67 |
| sensorineural hearing loss | 0.5 | 0.3 | 0.67 |
| Sjögren syndrome | 2.1 | 1 | 1.1 |
| Sleep Apnea | 0.7 | 3 | -3.29 |
| Slow gastric motility / Gastroparesis | 1.2 | 0.2 | 5 |
| Small Intestinal Bacterial Overgrowth (SIBO) | 0.4 | 0.5 | -0.25 |
| Stress / posttraumatic stress disorder | 1.5 | 2.3 | -0.53 |
| Systemic Lupus Erythematosus | 5.3 | 2.8 | 0.89 |
| Tic Disorder | 0.6 | 0.8 | -0.33 |
| Tourette syndrome | 1 | 0.2 | 4 |
| Type 1 Diabetes | 2.7 | 1 | 1.7 |
| Type 2 Diabetes | 6.1 | 5.9 | 0.03 |
| Ulcerative colitis | 4.5 | 6 | -0.33 |
| Unhealthy Ageing | 2.2 | 1.2 | 0.83 |
| Vitiligo | 1.2 | 2 | -0.67 |
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