The University of Southampton
University of Southampton Institutional Repository

United Kingdom Diabetic Retinopathy Electronic Medical Record (UK DR EMR) Users Group: Report 4, real-world data on the impact of deprivation on the presentation of diabetic eye disease at hospital services

United Kingdom Diabetic Retinopathy Electronic Medical Record (UK DR EMR) Users Group: Report 4, real-world data on the impact of deprivation on the presentation of diabetic eye disease at hospital services
United Kingdom Diabetic Retinopathy Electronic Medical Record (UK DR EMR) Users Group: Report 4, real-world data on the impact of deprivation on the presentation of diabetic eye disease at hospital services

Aim: To assess the impact of deprivation on diabetic retinopathy presentation and related treatment interventions, as observed within the UK hospital eye service. Methods: This is a multicentre, national diabetic retinopathy database study with anonymised data extraction across 22 centres from an electronic medical record system. The following were the inclusion criteria: all patients with diabetes and a recorded, structured diabetic retinopathy grade. The minimum data set included, for baseline, age and Index of Multiple Deprivation, based on residential postcode; and for all time points, visual acuity, ETDRS grading of retinopathy and maculopathy, and interventions (laser, intravitreal therapies and surgery). The main outcome measures were (1) visual acuity and binocular visual state, and (2) presence of sight-threatening complications and need for early treatment. Results: 79 775 patients met the inclusion criteria. Deprivation was associated with later presentation in patients with diabetic eye disease: the OR of being sight-impaired at entry into the hospital eye service (defined as 6/18 to better than 3/60 in the better seeing eye) was 1.29 (95% CI 1.20 to 1.39) for the most deprived decile vs 0.77 (95% CI 0.70 to 0.86) for the least deprived decile; the OR for being severely sight-impaired (3/60 or worse in the better seeing eye) was 1.17 (95% CI 0.90 to 1.55) for the most deprived decile vs 0.88 (95% CI 0.61 to 1.27) for the least deprived decile (reference=fifth decile in all cases). There is also variation in sight-threatening complications at presentation and treatment undertaken: the least deprived deciles had lower chance of having a tractional retinal detachment (OR=0.48 and 0.58 for deciles 9 and 10, 95% CI 0.24 to 0.90 and 0.29 to 1.09, respectively); in terms of accessing treatment, the rate of having a vitrectomy was lowest in the most deprived cohort (OR=0.34, 95% CI 0.19 to 0.58). Conclusions: This large real-world study suggests that first presentation at a hospital eye clinic with visual loss or sight-threatening diabetic eye disease is associated with deprivation. These initial hospital visits represent the first opportunities to receive treatment and to formally engage with support services. Such patients are more likely to be sight-impaired or severely sight-impaired at presentation, and may need additional resources to engage with the hospital eye services over complex treatment schedules.

diabetes, electronic medical record
0007-1161
Denniston, Alastair K.
6cafbd29-d1ff-4710-bc1f-fd742546b2e5
Lee, Aaron Y.
edad50d2-d35e-4bdd-8ebf-496d8114aa56
Lee, Cecilia S.
3a761eea-1cc3-4897-9ca0-9c767aa79a1e
Crabb, David P.
acc45817-a5fe-42ee-aff8-e2d1e42f49da
Bailey, Clare
f86729be-c141-4085-8acf-ef90a889e5a4
Lip, Peck Lin
abeb3f15-c3b4-402a-aa35-1739532a3a80
Taylor, Paul
648ece00-6e9a-433d-bc21-e5007de25029
Pikoula, Maria
7368b57d-f0c6-4cbd-839e-1a40c47bd4f0
Cook, Esther
86a032a2-9f13-4b03-a0de-bb6224157bf6
Akerele, Toks
28b7566f-ba8d-42ac-b30f-4f202d700052
Antcliff, Richard
cac3bfab-aaf2-444d-8b93-3d63c2e6a19c
Brand, Christopher
fb8f7d82-0af9-48de-8638-f109d090d18a
Chakravarthy, Usha
2c06cdaf-94c0-409a-8eff-2f624c120a5e
Chavan, Randhir
82a5cbbc-bb9e-452f-a992-cc0d07a738d5
Dhingra, Narendra
960466f9-2fe7-4762-af2c-e470a017e1b8
Downey, Louise
8e53ce81-11c4-478d-afb9-bbcecebe90f8
Eleftheriadis, Haralabos
a39f4175-297e-4d37-9098-6b26028091b0
Ghanchi, Faruque
0f38ccc6-1cf4-4550-b7be-0cda92ea5d83
Khan, Rehna
44917e0a-ffe8-4475-b282-583229528bda
Kumar, Vineeth
65bf61cb-9cd8-478c-bec6-a687af9821b9
Lobo, Aires
9d70adfc-b277-4df0-8045-373c40630cac
Lotery, Andrew
5ecc2d2d-d0b4-468f-ad2c-df7156f8e514
Menon, Geeta
941f77e0-5d93-49a8-ac38-a250c4bdbc06
Mukherjee, Rajarshi
32026aa1-85da-44f4-b6fb-895503691995
Palmer, Helen
d7bca697-2267-48c5-85b6-7e69f61f655b
Patra, Sudeshna
1f7bc0d8-8964-4882-a370-62dc179df37a
Paul, Bobby
c56f72a7-43ac-4a95-8d4b-11155ba20484
Sim, Dawn A.
038c56a4-5440-436d-8357-f3a4a79581ef
Talks, James Stephen
70688031-2e1f-4505-8515-ed206ab2bc09
Wilkinson, Elizabeth
c61d05c6-ba18-4584-a7c3-964df81723cb
Tufail, Adnan
4370b3b4-906d-4fe5-92bd-e6207fa1d59b
Egan, Catherine A.
89140c47-f999-4f33-8a39-06783a66989c
Denniston, Alastair K.
6cafbd29-d1ff-4710-bc1f-fd742546b2e5
Lee, Aaron Y.
edad50d2-d35e-4bdd-8ebf-496d8114aa56
Lee, Cecilia S.
3a761eea-1cc3-4897-9ca0-9c767aa79a1e
Crabb, David P.
acc45817-a5fe-42ee-aff8-e2d1e42f49da
Bailey, Clare
f86729be-c141-4085-8acf-ef90a889e5a4
Lip, Peck Lin
abeb3f15-c3b4-402a-aa35-1739532a3a80
Taylor, Paul
648ece00-6e9a-433d-bc21-e5007de25029
Pikoula, Maria
7368b57d-f0c6-4cbd-839e-1a40c47bd4f0
Cook, Esther
86a032a2-9f13-4b03-a0de-bb6224157bf6
Akerele, Toks
28b7566f-ba8d-42ac-b30f-4f202d700052
Antcliff, Richard
cac3bfab-aaf2-444d-8b93-3d63c2e6a19c
Brand, Christopher
fb8f7d82-0af9-48de-8638-f109d090d18a
Chakravarthy, Usha
2c06cdaf-94c0-409a-8eff-2f624c120a5e
Chavan, Randhir
82a5cbbc-bb9e-452f-a992-cc0d07a738d5
Dhingra, Narendra
960466f9-2fe7-4762-af2c-e470a017e1b8
Downey, Louise
8e53ce81-11c4-478d-afb9-bbcecebe90f8
Eleftheriadis, Haralabos
a39f4175-297e-4d37-9098-6b26028091b0
Ghanchi, Faruque
0f38ccc6-1cf4-4550-b7be-0cda92ea5d83
Khan, Rehna
44917e0a-ffe8-4475-b282-583229528bda
Kumar, Vineeth
65bf61cb-9cd8-478c-bec6-a687af9821b9
Lobo, Aires
9d70adfc-b277-4df0-8045-373c40630cac
Lotery, Andrew
5ecc2d2d-d0b4-468f-ad2c-df7156f8e514
Menon, Geeta
941f77e0-5d93-49a8-ac38-a250c4bdbc06
Mukherjee, Rajarshi
32026aa1-85da-44f4-b6fb-895503691995
Palmer, Helen
d7bca697-2267-48c5-85b6-7e69f61f655b
Patra, Sudeshna
1f7bc0d8-8964-4882-a370-62dc179df37a
Paul, Bobby
c56f72a7-43ac-4a95-8d4b-11155ba20484
Sim, Dawn A.
038c56a4-5440-436d-8357-f3a4a79581ef
Talks, James Stephen
70688031-2e1f-4505-8515-ed206ab2bc09
Wilkinson, Elizabeth
c61d05c6-ba18-4584-a7c3-964df81723cb
Tufail, Adnan
4370b3b4-906d-4fe5-92bd-e6207fa1d59b
Egan, Catherine A.
89140c47-f999-4f33-8a39-06783a66989c

Denniston, Alastair K., Lee, Aaron Y., Lee, Cecilia S., Crabb, David P., Bailey, Clare, Lip, Peck Lin, Taylor, Paul, Pikoula, Maria, Cook, Esther, Akerele, Toks, Antcliff, Richard, Brand, Christopher, Chakravarthy, Usha, Chavan, Randhir, Dhingra, Narendra, Downey, Louise, Eleftheriadis, Haralabos, Ghanchi, Faruque, Khan, Rehna, Kumar, Vineeth, Lobo, Aires, Lotery, Andrew, Menon, Geeta, Mukherjee, Rajarshi, Palmer, Helen, Patra, Sudeshna, Paul, Bobby, Sim, Dawn A., Talks, James Stephen, Wilkinson, Elizabeth, Tufail, Adnan and Egan, Catherine A. (2018) United Kingdom Diabetic Retinopathy Electronic Medical Record (UK DR EMR) Users Group: Report 4, real-world data on the impact of deprivation on the presentation of diabetic eye disease at hospital services. British Journal of Ophthalmology. (doi:10.1136/bjophthalmol-2018-312568).

Record type: Article

Abstract

Aim: To assess the impact of deprivation on diabetic retinopathy presentation and related treatment interventions, as observed within the UK hospital eye service. Methods: This is a multicentre, national diabetic retinopathy database study with anonymised data extraction across 22 centres from an electronic medical record system. The following were the inclusion criteria: all patients with diabetes and a recorded, structured diabetic retinopathy grade. The minimum data set included, for baseline, age and Index of Multiple Deprivation, based on residential postcode; and for all time points, visual acuity, ETDRS grading of retinopathy and maculopathy, and interventions (laser, intravitreal therapies and surgery). The main outcome measures were (1) visual acuity and binocular visual state, and (2) presence of sight-threatening complications and need for early treatment. Results: 79 775 patients met the inclusion criteria. Deprivation was associated with later presentation in patients with diabetic eye disease: the OR of being sight-impaired at entry into the hospital eye service (defined as 6/18 to better than 3/60 in the better seeing eye) was 1.29 (95% CI 1.20 to 1.39) for the most deprived decile vs 0.77 (95% CI 0.70 to 0.86) for the least deprived decile; the OR for being severely sight-impaired (3/60 or worse in the better seeing eye) was 1.17 (95% CI 0.90 to 1.55) for the most deprived decile vs 0.88 (95% CI 0.61 to 1.27) for the least deprived decile (reference=fifth decile in all cases). There is also variation in sight-threatening complications at presentation and treatment undertaken: the least deprived deciles had lower chance of having a tractional retinal detachment (OR=0.48 and 0.58 for deciles 9 and 10, 95% CI 0.24 to 0.90 and 0.29 to 1.09, respectively); in terms of accessing treatment, the rate of having a vitrectomy was lowest in the most deprived cohort (OR=0.34, 95% CI 0.19 to 0.58). Conclusions: This large real-world study suggests that first presentation at a hospital eye clinic with visual loss or sight-threatening diabetic eye disease is associated with deprivation. These initial hospital visits represent the first opportunities to receive treatment and to formally engage with support services. Such patients are more likely to be sight-impaired or severely sight-impaired at presentation, and may need additional resources to engage with the hospital eye services over complex treatment schedules.

Text
bjophthalmol-2018-312568.full - Version of Record
Available under License Creative Commons Attribution.
Download (574kB)

More information

Accepted/In Press date: 7 July 2018
e-pub ahead of print date: 29 September 2018
Keywords: diabetes, electronic medical record

Identifiers

Local EPrints ID: 425361
URI: http://eprints.soton.ac.uk/id/eprint/425361
ISSN: 0007-1161
PURE UUID: a31b62c2-cc76-4f78-9a58-8339921bad10
ORCID for Andrew Lotery: ORCID iD orcid.org/0000-0001-5541-4305

Catalogue record

Date deposited: 16 Oct 2018 16:30
Last modified: 16 Mar 2024 03:32

Export record

Altmetrics

Contributors

Author: Alastair K. Denniston
Author: Aaron Y. Lee
Author: Cecilia S. Lee
Author: David P. Crabb
Author: Clare Bailey
Author: Peck Lin Lip
Author: Paul Taylor
Author: Maria Pikoula
Author: Esther Cook
Author: Toks Akerele
Author: Richard Antcliff
Author: Christopher Brand
Author: Usha Chakravarthy
Author: Randhir Chavan
Author: Narendra Dhingra
Author: Louise Downey
Author: Haralabos Eleftheriadis
Author: Faruque Ghanchi
Author: Rehna Khan
Author: Vineeth Kumar
Author: Aires Lobo
Author: Andrew Lotery ORCID iD
Author: Geeta Menon
Author: Rajarshi Mukherjee
Author: Helen Palmer
Author: Sudeshna Patra
Author: Bobby Paul
Author: Dawn A. Sim
Author: James Stephen Talks
Author: Elizabeth Wilkinson
Author: Adnan Tufail
Author: Catherine A. Egan

Download statistics

Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.

View more statistics

Atom RSS 1.0 RSS 2.0

Contact ePrints Soton: eprints@soton.ac.uk

ePrints Soton supports OAI 2.0 with a base URL of http://eprints.soton.ac.uk/cgi/oai2

This repository has been built using EPrints software, developed at the University of Southampton, but available to everyone to use.

We use cookies to ensure that we give you the best experience on our website. If you continue without changing your settings, we will assume that you are happy to receive cookies on the University of Southampton website.

×