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Big Data Analysis of Traditional Knowledge Based Ayurveda Medicine Harpreet Singha,b; Sapna Bhargavac; Sailesh Ganeshanb; Ravneet Kaurb; Tavpritesh Sethid;Mukesh Sharmac; Madhusudan Chauhanc; Neerja Chauhanc; Rishipal Chauhanc,e; Partap Chauhanc,e; Samir K. Brahmacharia,faAcademy of Scientific and Innovative Research, New Delhi, India; bOxyent Medical Private Limited, New Delhi, India; cJiva Ayurveda, Faridabad, India; dWellcome Trust/DBT India Alliance Early Career Fellow at Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, India; eJiva Institute of Vedic Science and Culture, Faridabad, Haryana, India; and fCSIR-Institute of Genomics and Integrated Biology, New Delhi, India.Corresponding authors:a,fSamir K. Brahmachari, PhDCSIR-Institute of Genomics and Integrative Biology,Mathura Road, New Delhi -110020, IndiaEmail: skb@igib.inc,ePartap ChauhanJiva Institute of Vedic Science and Culture, Faridabad, Haryana, 121001, India. Email: drchauhan@ Supplemental Digital Content 1: Definition of Prakriti & Vikriti and treatment methodology in AyurvedaAccording to Ayurveda, an individual is born with a specific Prakriti(healthy proportion of physiological constituents i.e. Vata, Pitta and Kapha) which is understood to be the biological basis of each individual .Prakriti describes individual’s susceptibility to disease and responsiveness to extrinsic and intrinsic environments9,10,38. During diseased state an individual moves away from Prakriti to a Vikriti state (diseased state – imbalanced proportion of Vata, Pitta and Kapha). Ayurveda treatment involves: (a) assessment of disease by investigating basic physical constituents of body (Prakriti and Vikriti) as documented in the Ayurveda, (b) treatment through personalized mixture of naturally available herbs and other ingredients for each patient based on specific imbalance of its physical constituents and (c) management of health and prevention of disease through lifestyle and diet via continuous participation with patients .Supplemental Digital Content 2: Ayurvedic disease elements correlated with modern medicine descriptionAyurvedica assessment of disease phenotype correlated with modern medicine description. 106 modern medicine sub disease type were used to categorise 318 disease elements as defined by Ayurveda having specific treatment.S.NoSystemDisease sub-categoryDisease element1CardiovascularAnginaAngina Pectoris2Hrit Shool3Congenital Heart DiseaseCongenital Heart Disease4Coronary artery DiseaseHridya Bhighat5Myocardial Infarction6Disease of heart musclesCaridomyopathy7Myocarditis8DyspnoeaParoxysmal Dyspnoea9Heart disease Hrid Rog10High CholesterolHypercholestraemia11Hyperlipidaemia12HypertensionHypertension13Pulmonary Hypertension14Hypertension / Coronary Heart Diseasecardiomegaly15Irregular HeartbeatHeart Block16Paroxymal Atrial Techycardia17sinus Tachycardia18Rheumatic FeverRheumatic Fever19Venous diseaseVaricose Veins20Deep Veinous Thrombosis21DigestiveDiabetes_DigestiveTrishna22Diabetes(Thirst)Thirst23Disease of AppendixAppendicitis24Disease of OesophagusDysphagia25Disease of PancreasPancreatitis26Disease of SpleenSplenomegaly27DyspepsiaAaddhmana28Aatopa29Agni Mandhya30Ajirna31amajirna32Aruchi33Dyspepsia34Gastritis35Rassheshajirna36Vidangdhajirna37Gall Bladder StoneGall stone: Cholecystitis38HerniaInguinal Hernia39Umblical Hernia40HyperacidityAmal pitta41Chardi42Gastric Ulcer43GERD (Gastroesophageal Reflux Disease)44Hiatus Hernia45HyperthyroidismKarshayata46IBSAtisaar47Coeliac Disease48Crohn?€?????s Disease49Diverculitis50Grahanij51Irritable Bowel syndrome52Kaphaj Grahani53Pittaj Grahani54Pravahika55Ulcerative Colitis56Vibandh57Vataj Grahani58LiverAscites59Cirrhosis of the Liver60Hepatitis B61Hepatitis C62Hepatomegaly63Hicca64Hiccup65Jaundice66Kamla67Kumbh Kamla68Liver abscess69Liver Failure70Parasite infectionWorm infestation71Piles/Fissure/FistulaFissure72Fissure73Fistula74Piles75Rectal prolapse76Rectal prolapse77Ulcersesophageal ulcers78Peptic Ulcer79Rakta Pitta80Stomatitis81Eyes and EarsEarEar perforation82Suppurative otitis media83Senile deafness84EyeBlephritis85Cataract86Conjuctivities87Glucoma88Hypermetropia89Myopia90Night blindness91Retinitis pigmentosa92Stye93TinnitusTinnitus94EndocrineDiabetesDiabetes Mellitus95Diabetic nephropathy96Diabetic Neuropathy97Diabetic retinopathy98Periphral neuropathy99Diabetes InsipidusDiabetes Insipidus100ObesityObesity101PituitaryHyperpituarism102Hypopituarism103Short statureHeight Short104ThyroidGoitre105Hyperthyroidism106Hypothyroidism107Atikrish108GynaecologicalAbortionMissed Abortion109BOD Ectopic Pregnancy110BOHAbortion111Habitual Abortion112BOHPutraghni113Spontaneous Abortion114Vamini115CancerCarcinomata Cervical116Carcinomata Endometrial117Carcinomata Ovarian118Carcinomata Uterine Tube119Carcinomata Vaginal120Carcinomata Vulval121Carcinoma Yonikanda122ContraceptionContraception123Disease of Red blood cellsAnemia124Disease of cervixAntarmukhi125Kardini126Disease of OvaryAtrophic Ovary127Ovary Absense128Ovary Duplication129Ovary Single130Disease of UterusAdenomyosis Uteri131Endometriosis132Fibroid uterus133Uterus Absense134Uterus Duplication135Uterus Enlarged136Uterus Myomas137Uterus Retroflexion138Uterus Retroversion139Uterus Shrinked140Vataja141Disease of vaginaKrichra Maithunta (dyspareunia)142Suchimukhi143Sushka Yoni144DysmenorrheaUdavartini145Genital wartsYoni arsh146Hymen ImperforateHymen Imperforate147InfectionCervicitis148Pelvic Inflammatory Disease149Pittaja150sveda pradar151Vaginitis152Vaginitis (Yonishotha)153Infertility154Primary infertility155Secondary infertility156Shanda Yoni157Menstrual DisorderAmenorrhoea158Arajaska159Dysfunctional Uterine Bleeding160Dysmenorrhoea161Menorrhagia162Post Menopausal syndrome163Premenstrual Tension164Primary Amenorrhoea165Rakta Yoni166Secondary Amenorrhoea167Misc_GynaeTumours of the Trophoblast168PolypsPolyps169ProlapseCystocoele170Mahayoni171Rectocoele172Uterus Prolapse173UTI_GynaeUrine Incontinence174VaginitisSannipataja175Acharana176Aticharana177Bartholinitis178Kaphaja179Paripluta180Prakcharana181Upapluta182MiscKarni Yoni vyapad183NervousHeadacheHeadache184migraine185Shankak186Suryavarta187suryavarta vipraya188Trigeminal neuralgia189Muscles disordersmuscular dystrophy190Neurological disordersCarebral palsy191CVA192Fatigue193Parkinsons disease194OsteoarthritisSarvang vaat195ParalysisArdhang vaat196Ekangvaat197Facial Paralysis198Paralysis199Psychological DisorderAgerophobia200Anxiety Neurosis201Delirium202Dementia203Epilepsies204Major Depressive Illness205OCD206Unmaad207Vishad208Yoshaparmar209Schizophrenia210Spinal Disorder_NervousGridhrasi vataj211Gridhrasivata kaphaj212Sciatica213RespiratoryAllergiesAllergic Rhinitis214AsthmaAllergic asthma215Bronchial Asthma216Kas Rog217Swas Rog218Tamak Swas219COPDChronic Bronchitis220Bronchiectasis221COPD222Emphysema223Liver_RespiratoryHicca Rog224Nasal cavity disease Bhranshthu225Coryza226DNS227Nasal polyps228pinas229Pittaj-Pratishya230Pratishya231Swathu232PneumoniasPneumonias233Psychological Disorder_RespiratorySenile dementia234SarcoidosisSarcoidosis235TuberculosisParshav Shool236Pleurial Effusion237Pleurisy238Post TB239Tuberculosis240Upper respiratory infectionLaryngitis241Swar bheda242Upper Respiratory Tract InfectionPharngitis243SexualProstateBenign Prostatic Hypertrophy (BPH)244Sexual DisorderAzoospermia245Erectile Dysfunction246Frigidity247Genital Warts248Gonorrhea249Oligospermia250Premaha251Premature Ejaculation252Syphilis253Dhatu Rog254UTI_SexualNon-specific Urethritis255ViralHerpes Simplex256Virus HIV / AIDS257SkeletonArthritisAmavata258Arthritis259Frozen shoulder260Psoriatic Arthritis261Rheumatoid Arthritis262vatakantak263Connective Tissue DisorderSystemic Lupus Erythematosus (SLE)264GoutVata Rakta265Gout266Neurological disordersAvbauak267carpal tunnel syndrome268Vishvachi269OsteoarthritisOsteoarthrosis270Sandivata271Spinal DisorderAnkylosing Spondylitis272Cervical Spondylosis273DDD (Degenerative disc degeneration)274Herniated Disc275Lumbar Spondylosis276Temporo mandibular Joint Disordershanustambh277TendonitisTennis elbow278Writers dystonia279SkinAcneAcne Vulgaris280Yuvana Pidaka281AllergySkin Allergy282Diseases of SkinCrack heel283Hypomelanosis284Kshudra Kushtha285Lichen simplex286Maha Kushtha287Moles288Pityriasis (tenia) Versicolor289Pityriasis Rosea290EczemaEczema291HairIndralopta292khalitya293Paliyta294Infection_SkinMoniliasis295Pemphigus296Pyodermas297Ringworm298Parastic skin infestation Scabies299Parastic skin/hair infestation Pediculosis300PruritisPruritis301PsoriasisLichen Planus302Psoriasis303UrticariaUrticaria304ViralHerpes Simplex305Herpes Zoster306VitiligoShwet Kushtha307vitiligo308UrinaryDiseases of KidneyHydronephrosis309Kidney cyst310Mutraghat311Nephrotic syndrome312High BPPulmonary Hypertension313Renal FailureRenal Failure314StoneAshmari315Urinary Calculi316UTI_UrinaryHematuria317Mutrakrisha318Urinary Tract InfectionSupplemental Digital Content 3: Scaled population pyramid: Telemedicine vs census patient populationSuppl. Figure 3: India Census population count vs Telemedicine patient count for various age groupsSupplemental Digital Content 4: Three most prevelant disease elements of six major disease systemsFig Supp 4A: DigestiveFig Supp 4B: NervousFig Supp 4C: SkinFig Supp 4D: RespiratoryFig 4E: SkeletonFig 4F: EndocrineSupplemental Digital Content 5: Vikriti based classification of sub diseases and disease elementsBelow table shows dosha based (color coded) classification of six major diseases, patient count at diseaselevel, their sub diseases (as per modern medicine name mapping), major dosha at sub disease level andpatient count at sub disease level.Dominant vikritiDiseaseCountDisease sub categoryCount954Tinnitus381VataEars & EyesEar179Eye39410988Psychological disorder4030Headache3521VataNervousMisc1937Spinal disorder1392Osteoarthritis10823208Osteoarthritis8942Arthritis6086VataSkeletonSpinal disorder5659Gout2248Misc231Connective Tissue Disorder4213690Liver7Asthma6090Allergies4155KaphaRespiratorySinusitis2755Misc418COPD157Upper Respiratory Tract Infection10827754Thyroid5235KaphaEndocrinePituitary1218Diabetes12959Obesity834218636Hair8755Allergy2872Acne2014Psoriasis1411PittaSkinVitiligo1143Urticaria917Misc752Eczema574Infection198Supplemental Digital Content 6: Male Jaccard’s similarity based Alluvial diagramSupplemental Digital Content 7: Female Jaccard’s similarity based Alluvial diagram ................
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