Incidence, demographics, types and risk factors of dry eye disease in India: Electronic medical records driven big data analytics report I
To describe the incidence, demographics, types and risk-factors of dry eye disease (DED) in patients presenting to a multi-tier ophthalmology hospital network in India. This was an observational hospital-based study of 1,458,830 new patients presenting between 2010 and 2018. Patients with recent ons...
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Published in | The ocular surface Vol. 17; no. 2; pp. 250 - 256 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
Elsevier Inc
01.04.2019
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Subjects | |
Online Access | Get full text |
ISSN | 1542-0124 1937-5913 1937-5913 |
DOI | 10.1016/j.jtos.2019.02.007 |
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Abstract | To describe the incidence, demographics, types and risk-factors of dry eye disease (DED) in patients presenting to a multi-tier ophthalmology hospital network in India.
This was an observational hospital-based study of 1,458,830 new patients presenting between 2010 and 2018. Patients with recent onset of both symptoms and signs, as defined by the tear film and ocular surface society dry eye work shop (TFOS DEWS) II guidelines, were considered as DED subjects. The data was prospectively collected using an electronic medical record system. Multiple logistic regression with odds ratio (OR) estimation was performed to identify the high risk-factors of DED.
Overall, 21,290 (1.46%) patients were diagnosed with recent-onset DED. The incidence of DED was 2688 and 16,482 per million population in children and adults, respectively (p < 0.0001). While incidence was significantly greater in males in 3rd, 4th, 9th and 10th decade (p < 0.03), it was greater in females in 5th and 6th decade (p < 0.0001) of life. Classified etiologically 35.5%, 20.6% and 39.9% of patients had evaporative, aqueous deficient and mixed type of DED, respectively. Age (OR 3.7–13.5), urban residence (OR 1.6), professional work (OR 1.5); homemaking (OR 1.42), retirement/unemployment (OR 1.24) and socio-economic affluence (OR 1.6–3.2) were identified as high risk-factors for developing DED.
The study results indicate that age, sex, residence, occupation, and socio-economic status have significant impact on development of DED. Since India is an emerging economy with a growing middle-class, increasing urban-migration and large aging population, the country is on the brink of a DED epidemic. |
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AbstractList | To describe the incidence, demographics, types and risk-factors of dry eye disease (DED) in patients presenting to a multi-tier ophthalmology hospital network in India.
This was an observational hospital-based study of 1,458,830 new patients presenting between 2010 and 2018. Patients with recent onset of both symptoms and signs, as defined by the tear film and ocular surface society dry eye work shop (TFOS DEWS) II guidelines, were considered as DED subjects. The data was prospectively collected using an electronic medical record system. Multiple logistic regression with odds ratio (OR) estimation was performed to identify the high risk-factors of DED.
Overall, 21,290 (1.46%) patients were diagnosed with recent-onset DED. The incidence of DED was 2688 and 16,482 per million population in children and adults, respectively (p < 0.0001). While incidence was significantly greater in males in 3rd, 4th, 9th and 10th decade (p < 0.03), it was greater in females in 5th and 6th decade (p < 0.0001) of life. Classified etiologically 35.5%, 20.6% and 39.9% of patients had evaporative, aqueous deficient and mixed type of DED, respectively. Age (OR 3.7–13.5), urban residence (OR 1.6), professional work (OR 1.5); homemaking (OR 1.42), retirement/unemployment (OR 1.24) and socio-economic affluence (OR 1.6–3.2) were identified as high risk-factors for developing DED.
The study results indicate that age, sex, residence, occupation, and socio-economic status have significant impact on development of DED. Since India is an emerging economy with a growing middle-class, increasing urban-migration and large aging population, the country is on the brink of a DED epidemic. To describe the incidence, demographics, types and risk-factors of dry eye disease (DED) in patients presenting to a multi-tier ophthalmology hospital network in India.PURPOSETo describe the incidence, demographics, types and risk-factors of dry eye disease (DED) in patients presenting to a multi-tier ophthalmology hospital network in India.This was an observational hospital-based study of 1,458,830 new patients presenting between 2010 and 2018. Patients with recent onset of both symptoms and signs, as defined by the tear film and ocular surface society dry eye work shop (TFOS DEWS) II guidelines, were considered as DED subjects. The data was prospectively collected using an electronic medical record system. Multiple logistic regression with odds ratio (OR) estimation was performed to identify the high risk-factors of DED.METHODSThis was an observational hospital-based study of 1,458,830 new patients presenting between 2010 and 2018. Patients with recent onset of both symptoms and signs, as defined by the tear film and ocular surface society dry eye work shop (TFOS DEWS) II guidelines, were considered as DED subjects. The data was prospectively collected using an electronic medical record system. Multiple logistic regression with odds ratio (OR) estimation was performed to identify the high risk-factors of DED.Overall, 21,290 (1.46%) patients were diagnosed with recent-onset DED. The incidence of DED was 2688 and 16,482 per million population in children and adults, respectively (p < 0.0001). While incidence was significantly greater in males in 3rd, 4th, 9th and 10th decade (p < 0.03), it was greater in females in 5th and 6th decade (p < 0.0001) of life. Classified etiologically 35.5%, 20.6% and 39.9% of patients had evaporative, aqueous deficient and mixed type of DED, respectively. Age (OR 3.7-13.5), urban residence (OR 1.6), professional work (OR 1.5); homemaking (OR 1.42), retirement/unemployment (OR 1.24) and socio-economic affluence (OR 1.6-3.2) were identified as high risk-factors for developing DED.RESULTSOverall, 21,290 (1.46%) patients were diagnosed with recent-onset DED. The incidence of DED was 2688 and 16,482 per million population in children and adults, respectively (p < 0.0001). While incidence was significantly greater in males in 3rd, 4th, 9th and 10th decade (p < 0.03), it was greater in females in 5th and 6th decade (p < 0.0001) of life. Classified etiologically 35.5%, 20.6% and 39.9% of patients had evaporative, aqueous deficient and mixed type of DED, respectively. Age (OR 3.7-13.5), urban residence (OR 1.6), professional work (OR 1.5); homemaking (OR 1.42), retirement/unemployment (OR 1.24) and socio-economic affluence (OR 1.6-3.2) were identified as high risk-factors for developing DED.The study results indicate that age, sex, residence, occupation, and socio-economic status have significant impact on development of DED. Since India is an emerging economy with a growing middle-class, increasing urban-migration and large aging population, the country is on the brink of a DED epidemic.CONCLUSIONThe study results indicate that age, sex, residence, occupation, and socio-economic status have significant impact on development of DED. Since India is an emerging economy with a growing middle-class, increasing urban-migration and large aging population, the country is on the brink of a DED epidemic. |
Author | Shanbhag, Swapna S. Das, Anthony Vipin Kammari, Priyanka Basu, Sayan Singh, Vivek Donthineni, Pragnya Rao |
Author_xml | – sequence: 1 givenname: Pragnya Rao surname: Donthineni fullname: Donthineni, Pragnya Rao organization: Tej Kohli Cornea Institute, L V Prasad Eye Institute, Hyderabad, Telangana, India – sequence: 2 givenname: Priyanka surname: Kammari fullname: Kammari, Priyanka organization: Department of EyeSmart EMR & AEye, L V Prasad Eye Institute, Hyderabad, Telangana, India – sequence: 3 givenname: Swapna S. surname: Shanbhag fullname: Shanbhag, Swapna S. organization: Tej Kohli Cornea Institute, L V Prasad Eye Institute, Hyderabad, Telangana, India – sequence: 4 givenname: Vivek surname: Singh fullname: Singh, Vivek organization: Center for Ocular Regeneration (CORE), L V Prasad Eye Institute, Hyderabad, Telangana, India – sequence: 5 givenname: Anthony Vipin surname: Das fullname: Das, Anthony Vipin organization: Department of EyeSmart EMR & AEye, L V Prasad Eye Institute, Hyderabad, Telangana, India – sequence: 6 givenname: Sayan surname: Basu fullname: Basu, Sayan email: sayanbasu@lvpei.org organization: Tej Kohli Cornea Institute, L V Prasad Eye Institute, Hyderabad, Telangana, India |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/30802671$$D View this record in MEDLINE/PubMed |
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SubjectTerms | Adult Aged Big Data Child Demography Dry eye disease Dry Eye Syndromes Electronic Health Records Electronic medical records Epidemiology Female Humans Incidence India Male Risk Factors |
Title | Incidence, demographics, types and risk factors of dry eye disease in India: Electronic medical records driven big data analytics report I |
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