| Literature DB >> 33516523 |
Richard J Silverwood1, Kathryn E Mansfield2, Amy Mulick2, Angel Y S Wong2, Sigrún A J Schmidt3, Amanda Roberts4, Liam Smeeth2, Katrina Abuabara5, Sinéad M Langan6.
Abstract
BACKGROUND: Atopic eczema affects up to 10% of adults and is becoming more common globally. Few studies have assessed whether atopic eczema increases the risk of death.Entities:
Keywords: Activity; United Kingdom; atopic eczema; cohort study; electronic health care records; mortality; population-based; primary care; severity
Year: 2021 PMID: 33516523 PMCID: PMC8098860 DOI: 10.1016/j.jaci.2020.12.001
Source DB: PubMed Journal: J Allergy Clin Immunol ISSN: 0091-6749 Impact factor: 10.793
Overview of sensitivity analyses
| Sensitivity analysis | Justification | Findings |
|---|---|---|
| The primary analysis was repeated on an incident (newly active) atopic eczema cohort (exposed patients, defined as those joining the cohort when they first fulfill our diagnostic criteria and after the start of the study period) | To reduce potential overadjustment, as covariates measured at entry precede atopic eczema onset in the incident atopic eczema cohort so will not be on the causal pathway between atopic eczema and mortality | Associations were partially attenuated for most causes of death relative to those in the primary analysis (see |
| The primary analysis was repeated on individuals with at least 1 consultation with their GP in the year before cohort entry | To reduce the possibility that the control group members are healthier purely because of the study design (controls are not required to have had a recent GP consultation in the primary analysis, whereas atopic eczema is defined on the basis of diagnosis and relevant treatment) | Associations were partially attenuated for all causes of death relative to those in the primary analysis (see |
| The primary analysis was repeated on a first redefined cohort (“first redefined cohort”), where the pool of unexposed persons also included patients with an atopic eczema diagnosis but without 2 further treatments for the entire duration of their follow-up and patients in the exposed cohort (with an atopic eczema diagnosis and 2 further treatments) were included as unexposed up until their cohort entry (ie, the latest of their atopic eczema diagnosis and their 2 further treatments) | To explore the sensitivity of the results to the definition of the exposure | Associations were very similar to those in the primary analysis for all causes of death (see |
| The primary analysis was repeated on a second redefined cohort (“second redefined cohort”), where the exposed patients were those with an atopic eczema diagnosis only (ie, without requiring 2 atopic eczema treatments), and these patients were eligible for the unexposed cohort up until their atopic eczema diagnosis (some patients may have had childhood atopic eczema but may not have had treatment codes recorded if registered at GP during adulthood, and therefore may have been erroneously excluded from the exposed cohort in the primary analysis) | To explore the sensitivity of the results to the definition of the exposure | Associations were partially attenuated for all causes of death relative to those in the primary analysis (see |
| The primary analysis was repeated on a subset of patients registered from 2006 onward, with additional adjustment for ethnicity | To examine whether the omission of this covariate in the primary analysis may have introduced bias | Associations adjusted for ethnicity (restricting to the 339,734 people who had such data available and who remained in valid matched sets) were consistent with those that were unadjusted for ethnicity in the same reduced cohort (see |
| The primary analysis was repeated with the exposure redefined to represent time-varying time since diagnosis (unexposed vs exposed at 0-4 years since diagnosis vs exposed at 5-9 years since diagnosis vs exposed at ≥10 years since diagnosis) | To examine whether the association between atopic eczema and all-cause and cause-specific mortality differed by time since diagnosis | The association with all-cause mortality appeared less strong within 5 years of diagnosis than it was more than 5 years after diagnosis, but the patterns with individual causes of death were heterogeneous (see |
| The atopic eczema severity analysis was repeated on individuals with at least 1 consultation with their GP in the year before cohort entry | To reduce the possibility that the control group members were healthier purely owing to the study design (controls were not required to have had a recent GP consultation in the primary analysis, whereas atopic eczema was defined on the basis of diagnosis and relevant treatment) | Associations were only slightly attenuated relative to those in the unrestricted analysis (see |
| The atopic eczema activity analysis was repeated on individuals with at least 1 consultation with their GP in the year before cohort entry | To reduce the possibility that the control group was healthier purely on account of to the study design (controls were not required to have had a recent GP consultation in the primary analysis, whereas atopic eczema was defined on the basis of diagnosis and relevant treatment) | Associations were only slightly attenuated relative to those in the unrestricted analysis (see |
| The atopic eczema activity analysis (assessed during the first 12 months of follow-up, assuming active eczema for 3 months after a single health care contact) was repeated, without excluding the first year of follow-up | To explore any potential bias caused by conditioning on survival up to 12 months in the analysis in which the first 12 months of follow-up are excluded. However, bias due to inclusion of the exposure definition period in follow-up may instead be induced | Associations were generally very similar, although with greater evidence of a protective association with moderately active atopic eczema for some causes of death (see |
Fig 1Data flowchart for UK population–based cohort study, 1998–2016.
Summary statistics for individuals included in the study
| Characteristic | Without atopic eczema n = 2,567,872 (83.0%) | With atopic eczema n = 526,736 (17.0%) | Total N = 3,094,608 |
|---|---|---|---|
| Follow-up (y), median (first and third quartiles) | 4.4 (1.7, 8.9) | 5.0 (2.0, 9.6) | 4.5 (1.7, 9.0) |
| At entry into cohort | |||
| Sex, no. (%) | |||
| Male | 1,079,198 (42.0) | 218,702 (41.5) | 1,297,900 (41.9) |
| Female | 1,488,674 (58.0) | 308,034 (58.5) | 1,796,708 (58.1) |
| Age (y), median (first and third quartiles), no. (%) | 41.7 (27.0, 60.8) | 42.3 (25.7, 62.3) | 41.8 (26.7, 61.1) |
| 18-19 | 317,332 (12.4) | 81,760 (15.5) | 399,092 (12.9) |
| 20-29 | 471,212 (18.4) | 84,511 (16.0) | 555,723 (18.0) |
| 30-39 | 429,028 (16.7) | 80,315 (15.2) | 509,343 (16.5) |
| 40-49 | 351,880 (13.7) | 69,694 (13.2) | 421,574 (13.6) |
| 50-59 | 328,941 (12.8) | 63,942 (12.1) | 392,883 (12.7) |
| 60-69 | 303,674 (11.8) | 61,896 (11.8) | 365,570 (11.8) |
| 70-79 | 227,150 (8.8) | 52,037 (9.9) | 279,187 (9.0) |
| ≥80 | 138,655 (5.4) | 32,581 (6.2) | 171,236 (5.5) |
| IMD, no. (%) | |||
| 1 (least deprived) | 611,696 (23.8) | 126,788 (24.1) | 738,484 (23.9) |
| 2 | 589,085 (22.9) | 120,936 (23.0) | 710,021 (22.9) |
| 3 | 508,244 (19.8) | 103,632 (19.7) | 611,876 (19.8) |
| 4 | 488,876 (19.0) | 100,415 (19.1) | 589,291 (19.0) |
| 5 (most deprived) | 369,971 (14.4) | 74,965 (14.2) | 444,936 (14.4) |
| BMI, no. (%) | |||
| Underweight | 65,917 (3.2) | 13,442 (3.0) | 79,359 (3.1) |
| Normal weight | 947,898 (45.7) | 196,737 (44.1) | 1,144,635 (45.4) |
| Overweight | 667,042 (32.2) | 143,901 (32.2) | 810,943 (32.2) |
| Obese | 393,485 (19.0) | 92,520 (20.7) | 486,005 (19.3) |
| Smoking, no. (%) | |||
| Nonsmoker | 1,293,562 (53.5) | 266,116 (51.9) | 1,559,678 (53.2) |
| Current/ex-smoker | 1,125,203 (46.5) | 246,748 (48.1) | 1,371,951 (46.8) |
| Diabetes, no. (%) | 127,484 (5.0) | 32,387 (6.1) | 159,871 (5.2) |
| Depression, no. (%) | 53,619 (2.1) | 15,382 (2.9) | 69,001 (2.2) |
| Anxiety, no. (%) | 18,577 (0.7) | 5,941 (1.1) | 24,518 (0.8) |
| Asthma, no. (%) | 318,263 (12.4) | 125,815 (23.9) | 444,078 (14.4) |
| Severe alcohol use, no. (%) | 57,215 (2.2) | 14,351 (2.7) | 71,566 (2.3) |
| By exit from cohort, no. (%) | |||
| Diabetes | 233,623 (9.1) | 59,922 (11.4) | 293,545 (9.5) |
| Depression | 107,424 (4.2) | 31,018 (5.9) | 138,442 (4.5) |
| Anxiety | 33,302 (1.3) | 10,067 (1.9) | 43,369 (1.4) |
| Asthma | 385,700 (15.0) | 146,179 (27.8) | 531,879 (17.2) |
| Severe alcohol use | 86,306 (3.4) | 21,794 (4.1) | 108,100 (3.5) |
BMI, Body mass index; GUS, genitourinary system.
Association between eczema and all-cause and cause-specific mortality (cause-specific hazards) (N = 3,094,608)
| Mortality | n | P-Y at risk | Events | HR and 99% CI | |||
|---|---|---|---|---|---|---|---|
| Unadjusted | Adjusted | ||||||
| All-cause mortality | |||||||
| Unexposed | 2,567,872 | 14,925,990 | 199,645 | 1.00 | (ref) | 1.00 | (ref) |
| Exposed | 526,736 | 3,308,778 | 49,514 | 1.08 | 1.06, 1.09 | 1.04 | 1.03, 1.06 |
| Cause-specific mortality | |||||||
| Infections | |||||||
| Unexposed | 2,567,872 | 14,925,990 | 2,040 | 1.00 | (ref) | 1.00 | (ref) |
| Exposed | 526,736 | 3,308,778 | 563 | 1.17 | 1.01, 1.36 | 1.14 | 0.98, 1.32 |
| Neoplasms | |||||||
| Unexposed | 2,567,872 | 14,925,990 | 56,873 | 1.00 | (ref) | 1.00 | (ref) |
| Exposed | 526,736 | 3,308,778 | 14,052 | 1.08 | 1.05, 1.11 | 1.06 | 1.03, 1.09 |
| Circulatory disease | |||||||
| Unexposed | 2,567,872 | 14,925,990 | 68,669 | 1.00 | (ref) | 1.00 | (ref) |
| Exposed | 526,736 | 3,308,778 | 16,788 | 1.06 | 1.03, 1.09 | 1.04 | 1.01, 1.06 |
| Respiratory disease | |||||||
| Unexposed | 2,567,872 | 14,925,990 | 28,383 | 1.00 | (ref) | 1.00 | (ref) |
| Exposed | 526,736 | 3,308,778 | 7,670 | 1.17 | 1.12, 1.22 | 1.06 | 1.02, 1.11 |
| Digestive disease | |||||||
| Unexposed | 2,567,872 | 14,925,990 | 9,492 | 1.00 | (ref) | 1.00 | (ref) |
| Exposed | 526,736 | 3,308,778 | 2,451 | 1.14 | 1.07, 1.22 | 1.11 | 1.03, 1.19 |
| Diseases of the GUS | |||||||
| Unexposed | 2,567,872 | 14,925,990 | 3,877 | 1.00 | (ref) | 1.00 | (ref) |
| Exposed | 526,736 | 3,308,778 | 1,008 | 1.10 | 0.98, 1.23 | 1.08 | 0.96, 1.20 |
| Other causes | |||||||
| Unexposed | 2,567,872 | 14,925,990 | 30,311 | 1.00 | (ref) | 1.00 | (ref) |
| Exposed | 526,736 | 3,308,778 | 6,982 | 1.00 | 0.96, 1.04 | 0.99 | 0.95, 1.03 |
GUS, Genitourinary system; P-Y, person years; ref, reference.
Unadjusted means no adjustment; adjusted means adjusted for the current calendar period (1998-2001, 2002-2004, 2005-2007, 2008-2010, 2011-2013, and 2014-2016), Index of Multiple Deprivation at cohort entry and time-varying asthma.
Estimated HRs from Cox regression with current age as the underlying time scale, stratified by matched set (matched on age at cohort entry, sex, date at cohort entry, and practice).
Absolute mortality rates, mortality rate differences (attributable risks), and population-attributable risks of all-cause and cause-specific mortality
| Mortality | Estimated mortality rate per 100,000 person years in atopic eczema–exposed patients | HR and 99% CI | Inverse HR and 99% CI | Estimated mortality rate and 99% CI per 100,000 person years in people without atopic eczema | Estimated mortality rate difference (attributable risk) and 99% CI per 100,000 person years | Estimated population-attributable risk (%) and 99% CI | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| All-cause mortality | 1496 | 1.04 | 1.03-1.06 | 0.96 | 0.94-0.97 | 1435 | 1413-1457 | 62 | 40-84 | 0.4 | 0.3-0.6 |
| Cause-specific mortality | |||||||||||
| Infections | 17 | 1.14 | 0.98-1.32 | 0.88 | 0.76-1.02 | 15 | 13-17 | 2 | 0-4 | 1.4 | –0.2-3.1 |
| Neoplasms | 425 | 1.06 | 1.03-1.09 | 0.94 | 0.92-0.97 | 401 | 390-412 | 24 | 12-35 | 0.6 | 0.3-0.9 |
| Circulatory disease | 507 | 1.04 | 1.01-1.06 | 0.96 | 0.94-0.99 | 490 | 477-503 | 18 | 5-31 | 0.4 | 0.1-0.6 |
| Respiratory disease | 232 | 1.06 | 1.02-1.11 | 0.94 | 0.90-0.98 | 218 | 209-228 | 14 | 4-23 | 0.6 | 0.2-1.1 |
| Digestive disease | 74 | 1.11 | 1.03-1.19 | 0.90 | 0.84-0.97 | 67 | 62-72 | 7 | 2-12 | 1.1 | 0.3-1.8 |
| Diseases of the GUS | 30 | 1.08 | 0.96-1.20 | 0.93 | 0.83-1.04 | 28 | 25-32 | 2 | –1-5 | 0.7 | –0.4-2.0 |
| Other causes | 211 | 0.99 | 0.95-1.03 | 1.01 | 0.97-1.05 | 213 | 204-222 | -2 | –11-7 | –0.1 | –0.5-0.3 |
Comparison of atopic eczema–exposed patients with people without atopic eczema. Estimated HRs from Cox regression with current age as underlying time scale, stratified by matched set (matched on age at cohort entry, sex, date at cohort entry, and practice) comparing atopic eczema–exposed people with atopic eczema–unexposed people. Adjusted for current calendar period (1998-2001, 2002-2004, 2005-2007, 2008-2010, 2011-2013, and 2014-2016), Index of Multiple Deprivation quintile at cohort entry, and time-varying asthma.
Comparison of people without atopic eczema with atopic eczema–exposed patients.
Calculated by multiplying the estimated incidence rate in atopic eczema–exposed patients by the inverse estimated HR and 99% CI.
Calculated by subtracting the estimated incidence rate and 99% CI in people without atopic eczema from the estimated incidence rate in atopic eczema–exposed patients.
Estimated as P(HR – 1)/(1 + P(HR – 1)), where P (the prevalence of atopic eczema) is assumed to be 10%, and HR is the estimated HR comparing atopic eczema–exposed patients with people without atopic eczema.
Fig 2Association between atopic eczema and all-cause and cause-specific mortality, by severity of atopic eczema (n = 3,094,608). Estimated cause-specific HRs from Cox regression with current age as underlying time scale, stratified by matched set (matched on age at cohort entry, sex, date at cohort entry, and practice). Unadjusted means no adjustment; adjusted means adjusted for the current calendar period (1998-2001, 2002-2004, 2005-2007, 2008-2010, 2011-2013, and 2014-2016), Index of Multiple Deprivation at cohort entry, and time-varying asthma. GUS, Genitourinary system.
Fig 3Association between atopic eczema and all-cause and cause-specific mortality, by activity of atopic eczema (assessed during the first 12 months of follow-up, assuming active eczema for 3 months after a single health care contact), excluding the first 12 months of follow-up (n = 2,614,344). Estimated cause-specific HRs from Cox regression with current age as underlying time scale, stratified by matched set (matched on age at cohort entry, sex, date at cohort entry, and practice). Unadjusted means no adjustment; adjusted means adjusted for the current calendar period (1998-2001, 2002-2004, 2005-2007, 2008-2010, 2011-2013, and 2014-2016), Index of Multiple Deprivation at cohort entry, and time-varying asthma. GUS, Genitourinary system.