Unravelling the effect of anaesthesia provider sex on patient outcomes: statistical analyses for sound conclusions.

Unravelling the impact of the sex of the anaesthesia provider on the outcomes of patients requires careful statistical analysis and the validity of many assumptions. A recent study in the British Journal of Anaesthesia investigates the effect of anaesthesia provider sex on patient outcomes, using data from two academic healthcare networks in the USA. The authors show that female provider sex was associated with a lower risk of intraoperative complications. They also show that there was no meaningful difference between male and female providers with respect to postoperative outcomes. There have been several recent studies considering the effect of healthcare provider sex on outcomes. We will discuss the interpretation of these results and the validity of the underlying assumptions.

The lifetime risk of surgery in England: a nationwide observational cohort study.

BACKGROUND: The average number of times a person will have surgery in their lifetime, and the amount of surgical healthcare resources they use, is unknown. Lifetime risk is a measure of the risk of an average person having a specific event within their lifetime. We report the lifetime risk of surgery and the change observed during the first year of the COVID-19 pandemic. METHODS: We conducted a population cohort study using hospital episode statistics to identify all patients undergoing surgery between January 1, 2016, and December 31, 2020, in England. We calculated age- and sex-specific incidence rates of surgery and combined these with routinely available population and mortality data from the Office for National Statistics. We computed the probability of requiring surgery stratified by 5-yr epochs (age 0-4 to ≥90 yr). Our primary analysis calculated lifetime risk for all surgery using the life table method. We assessed the impact of the COVID-19 pandemic, comparing a pre-pandemic and a pandemic period. RESULTS: Between 2016 and 2020, 23 427 531 patients underwent surgery, of which 11 937 062 were first surgeries. The average denominator population for England was 55.9 million. The lifetime risk of first surgery was 60.2% (95% confidence interval 55.1-65.4%) for women and 59.1% (95% confidence interval 54.2-64.1%) for men. The COVID-19 pandemic decreased the lifetime risk of first surgery by 32.3% for women and by 31.7% for men. This estimated lifetime risk should only be applied to the English population. CONCLUSIONS: This population epidemiological analysis suggests that approximately 60% of people in England will undergo surgery in their lifetime.

Diversity, inclusion, and equity at the British Journal of Anaesthesia: 100 years of progress.

The past century, especially the past decade, has seen re-examination and evolution in our views about sex, gender, race, and ethnicity. The British Journal of Anaesthesia is part of an ongoing effort in research and medical publishing, and in health and education more generally, to improve diversity, inclusion, and equity. This editorial highlights the contributions and evolution of the Journal in these areas from its origin until today.

Characterising biological mechanisms underlying ethnicity-associated outcomes in COVID-19 through biomarker trajectories: a multicentre registry analysis.

BACKGROUND: Differences in routinely collected biomarkers between ethnic groups could reflect dysregulated host responses to disease and to treatments, and be associated with excess morbidity and mortality in COVID-19. METHODS: A multicentre registry analysis from patients aged ≥16 yr with SARS-CoV-2 infection and emergency admission to Barts Health NHS Trust hospitals during January 1, 2020 to May 13, 2020 (wave 1) and September 1, 2020 to February 17, 2021 (wave 2) was subjected to unsupervised longitudinal clustering techniques to identify distinct phenotypic patient clusters based on trajectories of routine blood results over the first 15 days of hospital admission. Distribution of trajectory clusters across ethnic categories was determined, and associations between ethnicity, trajectory clusters, and 30-day survival were assessed using multivariable Cox proportional hazards modelling. Secondary outcomes were ICU admission, survival to hospital discharge, and long-term survival to 640 days. RESULTS: We included 3237 patients with hospital length of stay ≥7 days. In patients who died, there was greater representation of Black and Asian ethnicity in trajectory clusters for C-reactive protein and urea-to-creatinine ratio associated with increased risk of death. Inclusion of trajectory clusters in survival analyses attenuated or abrogated the higher risk of death in Asian and Black patients. Inclusion of C-reactive protein went from hazard ratio (HR) 1.36 [0.95-1.94] to HR 0.97 [0.59-1.59] (wave 1), and from HR 1.42 [1.15-1.75]) to HR 1.04 [0.78-1.39] (wave 2) in Asian patients. Trajectory clusters associated with reduced 30-day survival were similarly associated with worse secondary outcomes. CONCLUSIONS: Clinical biochemical monitoring of COVID-19 and progression and treatment response in SARS-CoV-2 infection should be interpreted in the context of ethnic background.

Critical care and pandemic preparedness and response.

Critical care was established partially in response to a polio epidemic in the 1950s. In the intervening 70 yr, several epidemics and pandemics have placed critical care and allied services under extreme pressure. Pandemics cause wholesale changes to accepted standards of practice, require reallocation and retargeting of resources and goals of care. In addition to clinical acumen, mounting an effective critical care response to a pandemic requires local, national, and international coordination in a diverse array of fields from research collaboration and governance to organisation of critical care networks and applied biomedical ethics in the eventuality of triage situations. This review provides an introduction to an array of topics that pertain to different states of pandemic acuity: interpandemic preparedness, alert, surge activity, recovery and relapse through the literature and experience of recent pandemics including COVID-19, H1N1, Ebola, and SARS.

Catabolism in Critical Illness: A Reanalysis of the REducing Deaths due to OXidative Stress (REDOXS) Trial.

OBJECTIVES: Ongoing risk of death and poor functional outcomes are important consequences of prolonged critical illness. Characterizing the catabolic phenotype of prolonged critical illness could illuminate biological processes and inform strategies to attenuate catabolism. We aimed to examine if urea-to-creatinine ratio, a catabolic signature of prolonged critical illness, was associated with mortality after the first week of ICU stay. DESIGN: Reanalysis of multicenter randomized trial of glutamine supplementation in critical illness (REducing Deaths due to OXidative Stress [REDOXS]). SETTING: Multiple adult ICUs. PATIENTS: Adult patients admitted to ICU with two or more organ failures related to their acute illness and surviving to day 7. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: The association between time-varying urea-to-creatinine ratio and 30-day mortality was tested using Bayesian joint models adjusted for prespecified-covariates (age, kidney replacement therapy, baseline Sequential Organ Failure Assessment, dietary protein [g/kg/d], kidney dysfunction, and glutamine-randomization). From 1,021 patients surviving to day 7, 166 (16.3%) died by day 30. After adjustment in a joint model, a higher time-varying urea-to-creatinine ratio was associated with increased mortality (hazard ratio [HR], 2.15; 95% credible interval, 1.66-2.82, for a two-fold greater urea-to-creatinine ratio). This association persisted throughout the 30-day follow-up. Mediation analysis was performed to explore urea-to-creatinine ratio as a mediator-variable for the increased risk of death reported in REDOXS when randomized to glutamine, an exogenous nitrogen load. Urea-to-creatinine ratio closest to day 7 was estimated to mediate the risk of death associated with randomization to glutamine supplementation (HR, 1.20; 95% CI, 1.04-1.38; p = 0.014), with no evidence of a direct effect of glutamine (HR, 0.90; 95% CI, 0.62-1.30; p = 0.566). CONCLUSIONS: The catabolic phenotype measured by increased urea-to-creatinine ratio is associated with increased risk of death during prolonged ICU stay and signals the deleterious effects of glutamine administration in the REDOXS study. Urea-to-creatinine ratio is a promising catabolic signature and potential interventional target.

Patient monitoring, wearable devices, and the healthcare information ecosystem.

Conventional patient vital signs monitoring fails to detect many signs of patient deterioration, including those in the critical postoperative period. Wearable monitors can allow continuous vital signs monitoring, send data wirelessly to the electronic healthcare record, and reduce the number of unplanned admissions to intensive care.

Long-term mortality following complications after elective surgery: a secondary analysis of pooled data from two prospective cohort studies.

BACKGROUND: Complications after surgery affect survival and quality of life. We aimed to confirm the relationship between postoperative complications and death within 1 yr after surgery. METHODS: We conducted a secondary analysis of pooled data from two prospective cohort studies of patients undergoing surgery in five high-income countries between 2012 and 2014. Exposure was any complication within 30 days after surgery. Primary outcome was death within 1 yr after surgery, ascertained by direct follow-up or linkage to national registers. We adjusted for clinically important covariates using a mixed-effect multivariable Cox proportional hazards regression model. We conducted a planned subgroup analysis by type of complication. Data are presented as mean with standard deviation (sd), n (%), and adjusted hazard ratios (aHRs) with 95% confidence intervals (CIs). RESULTS: The pooled cohort included 10 132 patients. After excluding 399 (3.9%) patients with missing data or incomplete follow-up, 9733 patients were analysed. The mean age was 59 [sd 16.8] yr, and 5362 (55.1%) were female. Of 9733 patients, 1841 (18.9%) had complications within 30 days after surgery, and 319 (3.3%) died within 1 yr after surgery. Of 1841 patients with complications, 138 (7.5%) died within 1 yr after surgery compared with 181 (2.3%) of 7892 patients without complications (aHR 1.94 [95% CI: 1.53-2.46]). Respiratory failure was associated with the highest risk of death, resulting in six deaths amongst 28 patients (21.4%). CONCLUSIONS: Postoperative complications are associated with increased mortality at 1 yr. Further research is needed to identify patients at risk of complications and to reduce mortality.

Liberal or restrictive antimicrobial prophylaxis for surgical site infection: systematic review and meta-analysis of randomised trials.

BACKGROUND: Antimicrobial prophylaxis is widely used to prevent surgical site infection. Amid growing concern about antimicrobial resistance, we determined the effectiveness of antimicrobial prophylaxis. METHODS: We searched MEDLINE, EMBASE, CENTRAL, and WHO-ICTRP between January 1, 1990 and January 1, 2020 for trials randomising adults undergoing surgery to liberal (more doses) or restrictive (fewer or no doses) perioperative antimicrobial prophylaxis. Pairs of researchers reviewed articles and extracted data, and a senior author resolved discrepancies. The primary outcome measure was surgical site infection or bacteriuria for urological procedures. We calculated average risk difference (RD) with 95% confidence intervals and prediction intervals (PI) using random effects models, and present risk ratios (RR). We assessed evidence certainty using GRADE methodology, and risk of bias using the Cochrane Risk of Bias tool (PROSPERO: CRD42018116946). RESULTS: From 6593 records, we identified 294 trials including 86 146 patients. Surgical site infection occurred in 2237/44 113 (5.1%) patients receiving liberal prophylaxis vs 2889/42 033 (6.9%) receiving restrictive prophylaxis (RD -0.01 [-0.02 to -0.01]; relative risk 0.72 [0.67-0.77]; I2=52%, PI -0.05-0.02). There was a small benefit of prophylaxis in 161 trials comparing no prophylaxis with ≥1 dose (RD -0.02 [-0.03 to -0.02]; RR 0.58 [0.52-0.65]; I2=62%, PI -0.06-0.02). Treatment effect varied from a strong effect in urology to no benefit in 7/19 specialities. Tests for publication bias suggest 62 unreported trials and evidence certainty was very low. Treatment harms were reported in 43/294 trials. CONCLUSIONS: A systematic review and meta-analysis of randomised trials revealed that more liberal antimicrobial prophylaxis is associated with a small reduction in the risk of surgical site infection, although antimicrobial harms are poorly reported. Further evidence about the risks of antimicrobial prophylaxis to inform current widespread use is urgently needed.

Prognostic association of routinely measured biomarkers in patients admitted to critical care: a systematic review.

PURPOSE: To examine reported prognostic associations of routine blood measurements in the intensive care unit. MATERIALS AND METHODS: We searched PubMed, EMBASE through 28th May 2020 to identify all studies in adult critical care investigating associations between parameters measured routinely in whole blood, plasma or serum, and length of stay or mortality. Registration: PROSPERO; CRD42019122058. RESULTS: A total of 128 studies, reporting 28 different putative prognostic biomarkers, met eligibility criteria. Those most frequently examined were red cell distribution width, neutrophil-to-lymphocyte ratio, C-reactive protein, and platelet count. A higher red cell distribution width, a lower platelet count, and a higher neutrophil-to-lymphocyte ratio were consistently associated with both increased mortality and length of stay. A lower level of albumin was consistently associated with greater mortality. C-reactive protein was inconsistent. Most studies (n = 110) used regression modelling with wide variation in variable selection and covariate-adjustment; none externally validated the proposed predictive models. CONCLUSIONS: Simple regression models have so far proved inadequate for the complexity of data available from routine blood sampling in critical care. Adoption of a direct causal framework may help better assess mechanistic processes, aid design of future studies, and guide clinical decision making using routine data.

Socioeconomic deprivation and long-term outcomes after elective surgery: analysis of prospective data from two observational studies.

BACKGROUND: Socioeconomic deprivation is associated with health inequalities. We explored relationships between socioeconomic group and outcomes after elective surgery in the UK National Health Service (NHS). METHODS: We combined data from two observational studies in 115 NHS hospitals and determined socioeconomic group using the Index of Multiple Deprivation (IMD) quintiles based on place of residence. Postoperative complications and 3-yr survival were assessed using logistic and Cox regression. Univariate analyses were adjusted for age differences between IMD quintiles. Multivariable analyses were used to account for other baseline risk factors including sex and comorbid disease. Results are reported as n (%), hazard ratios (HR) or odds ratios (OR) with 95% confidence intervals. RESULTS: Postoperative complications developed in 971/9051 patients (10.7%) and 1597/9043 patients (17.7%) died within 3 yr. Complication rates increased with deprivation (reference group least-deprived IMD5): IMD1 (OR=1.44 [1.17-1.78]; P<0.001), IMD2 (OR=1.38 [1.12-1.70]; P<0.01), IMD3 (OR=1.09 [0.88-1.35]: P=0.44), IMD4 (OR=0.89 [0.71-1.11]; P=0.30). More patients from the most deprived quintile died (IMD1) (n=349, 18.8%) compared with the least deprived (IMD5) (n=297, 15.9%) with a trend across the socioeconomic spectrum (P=0.01). After age adjustment, patients in the most deprived areas experienced reduced 3-yr survival: IMD1 (HR=1.43 [1.23-1.67]; P<0.0001), IMD2 (HR=1.35 [1.15-1.57]; P<0.001), IMD3 (HR=1.04 [0.89-1.23]; P=0.60), and IMD4 (HR=1.11 [0.95-1.30]; P=0.19). This finding persisted in risk-adjusted analyses. Increased complication rates only partially explained this reduced survival. CONCLUSIONS: Socioeconomic deprivation is associated with worse long-term outcomes after elective surgery. This risk factor should be considered when planning perioperative care for patients from deprived areas.

Prospective observational study of postoperative infection and outcomes after noncardiac surgery: analysis of prospective data from the VISION cohort.

BACKGROUND: Infection is a frequent cause of postoperative morbidity and mortality. The incidence, risk factors, and outcomes for postoperative infections remain poorly characterised. METHODS: This is a secondary analysis of a prospective international cohort study of patients aged ≥45 yr who had noncardiac surgery (VISION), including data describing infection within 30 days after surgery. The primary outcome was postoperative infection. The secondary outcome was 30 day mortality. We used univariable and multivariable logistic regression to identify baseline risk factors for infection. Results are presented as n (%) or odds ratio (OR) with 95% confidence intervals. Some denominators vary according to rates of missing data. RESULTS: Among 39 996 surgical patients, 3905 (9.8%) experienced 5152 postoperative infections and 715 (1.8%) died. The most frequent infection was surgical site infection (1555/3905 [39.8%]). Infection was most strongly associated with general surgery (OR: 3.74 [3.11-4.49]; P<0.01) and open surgical technique (OR: 2.03 [1.82-2.27]; P<0.01); 30 day mortality was greater amongst patients who experienced infection (262/3905 [6.7%] vs 453/36 091 patients who did not [1.3%]; OR: 3.47 [2.84-4.22]; P<0.01). Mortality was highest amongst patients with CNS infections (OR: 14.72 [4.41-49.12]; P<0.01). CONCLUSIONS: Infection is a common and important complication of noncardiac surgery, which is associated with high mortality. Further research is needed to identify more effective measures to prevent infections after surgery.

Association between energy surplus and intensive care unit length of stay in critically ill patients: A retrospective cohort study.

BACKGROUND: Patients experiencing persistent critical illness have poor short-term and long-term outcomes and consume disproportionate amounts of health care resources. Nutrition optimization may improve outcomes, though few data exist on resting energy expenditure and nutrition requirements. We hypothesized that increased energy surplus per day is associated with increased intensive care unit (ICU) length of stay (LoS) in critically ill patients. METHODS: Patients from a single ICU at Royal London Hospital were included in this retrospective cohort study. EXPOSURE: energy surplus measured by serial indirect calorimetry (IC) and nutrition intake. INCLUSION CRITERIA: mechanical ventilation of ≥3 days and expected to remain ventilated. PRIMARY OUTCOME: ICU LoS. RESULTS: Across 30 patients (median LoS 21 days), increased ICU LoS was associated with actual daily energy intake surplus to resting energy expenditure (REE) (R2 0.16; P < 0.005). Median REE was less than predicted energy requirements: 24 kcal per day per kilogram of ideal body weight (IBW) (interquartile range [IQR], 20-28) vs 28 kcal/day/kg IBW (IQR, 26-29) (P < 0.001). Patients with COVID-19 had a median energy surplus (actual intake- REE) + 344 kcal/day (IQR 35-517) vs -57 kcal/day (IQR -324 to 211) in other patients (P = 0.011); however, they had a median LoS of 44 days (IQR 26-58) vs 10 days (IQR 7-24), respectively (P < 0.001). Patients with obesity had a median energy deficit of -32 kcal/day (IQR -384 to 335) vs +234 kcal/day (IQR -79 to 499) for nonobese patients (P = 0.021). CONCLUSION: Overfeeding represents an easily modifiable factor to improve outcomes in patients experiencing persistent critical illness, for which IC may be useful.

Hemoperfusion in Trauma.

Major trauma care has seen significant improvements in early mortality, reflecting improvements in prehospital techniques for hemorrhage control and speed of access to specialized trauma centers. However, many patients then go on to die in the intensive care unit (ICU), and improvements in immediate trauma care are presenting intensivists with greater numbers of severely injured patients who might previously have died shortly after injury. It is theorized that, despite initial survival, these patients deteriorate due to massive release of damage associated molecular patterns (DAMPs) after traumatic and ischemic tissue injury. These trigger a vicious cycle of overactive pro- and anti-inflammatory pathways, leading to organ dysfunction and immunoparesis. Extracorporeal hemoperfusion, with its ability to adsorb both DAMPs and inflammatory mediators from the bloodstream, has the potential to break this cycle and could, in theory, then prevent early death or organ dysfunction in the ICU. However, currently, there has been little research around the indications for, and efficacy of, this therapy in the setting of polytrauma. Here we outline potential molecular targets, summarize existing exploratory studies, and suggest areas for future research required to establish the benefits of hemoperfusion as an adjunct therapy in major polytrauma.

Gender and ethnicity intersect to reduce participation at a large European hybrid HIV conference.

OBJECTIVE: To evaluate how gender and ethnicity of panel members intersect to effect audience participation at a large European hybrid conference. DESIGN: An observational cross-sectional study design was used to collect data at the conference and descriptive survey was used to collect data retrospectively from the participants. SETTING: European AIDS Clinical Society 18th Conference; a 3223-delegate, hybrid conference held online and in London over 4 days in October 2021. MAIN OUTCOME MEASURES: We observed the number and type of questions asked at 12 of 69 sessions and described characteristics of the panel composition by ethnicity, gender and seniority. A postconference survey of conference attendees collated demographic information, number of questions asked during the conference and the reasons for not asking questions. RESULTS: Men asked the most questions and were more likely to ask multiple questions in the observed sessions (61.5%). People from white ethnic groups asked >95% of the questions in the observed sessions. The fewest questions were asked in the sessions with the least diverse panels in terms of both ethnicity and gender. Barriers to asking questions differed between genders and ethnicities. CONCLUSIONS: Our study aims to provide evidence to help conference organisers improve leadership, equality, diversity and inclusion in the professional medical conference setting. This will support equitable dissemination of knowledge and improve education and engagement of delegates. To our knowledge, this is the first study describing conference participation by both ethnicity and gender in panellists and delegates within a hybrid conference setting.

A genome-wide association study to identify genetic determinants of atopy in subjects from the United Kingdom.

BACKGROUND: A genetic component in the development of atopy has been identified. However, numerous heritability models have been proposed with inconsistent replication of susceptibility loci and genes. OBJECTIVE: We sought to use a genome-wide association study approach to examine genetic susceptibility to atopy, which was defined as increased specific IgE levels, positive skin prick test (SPT) responses, or both, within a large discovery cohort and 3 additional white populations. METHODS: Single nucleotide polymorphisms (SNPs) across the genome were tested for association with increased specific IgE levels (≥ 0.35 kU(A)/L) in the British 1958 Birth Cohort (1083 cases and 2770 control subjects; Illumina 550K Array) to 1 or more allergens, including house dust mite (Der p 1), mixed grass, or cat fur. Independent replication of identified loci (P ≤ .05) was assessed in 3 case-control cohorts from the United Kingdom (n = 3225). Combined analyses of data for top signals across cohorts were conducted for atopic phenotypes: increased specific IgE levels (1378 cases and 3151 control subjects) and positive SPT responses (1058 cases and 2167 control subjects). RESULTS: A single SNP on chromosome 13q14 met genome-wide significance (P = 2.15 × 10(-9)), and a further 6 loci (4.50 × 10(-7) ≤ P ≤ 5.00 × 10(-5)) showed weaker evidence for association with increased specific IgE levels in the British 1958 Birth Cohort. However, no SNPs studied showed consistent association with atopy defined by increased specific IgE levels, positive SPT responses, or both in all study cohorts. CONCLUSIONS: Seven putative atopy loci were identified using a genome-wide association study approach but showed limited replication across several white populations. This study suggests that large-scale analyses with results from multiple populations will be needed to reliably identify key genetic factors underlying atopy predisposition.

Characteristics and Outcomes of Patients With Frailty Admitted to ICU With Coronavirus Disease 2019: An Individual Patient Data Meta-Analysis.

Frailty is often used in clinical decision-making for patients with coronavirus disease 2019, yet studies have found a variable influence of frailty on outcomes in those admitted to the ICU. In this individual patient data meta-analysis, we evaluated the characteristics and outcomes across the range of frailty in patients admitted to ICU with coronavirus disease 2019. DATA SOURCES: We contacted the corresponding authors of 16 eligible studies published between December 1, 2019, and February 28, 2021, reporting on patients with confirmed coronavirus disease 2019 admitted to ICU with a documented Clinical Frailty Scale. STUDY SELECTION: Individual patient data were obtained from seven studies with documented Clinical Frailty Scale were included. We classified patients as nonfrail (Clinical Frailty Scale = 1-4) or frail (Clinical Frailty Scale = 5-8). DATA EXTRACTION: We collected patient demographics, Clinical Frailty Scale score, ICU organ supports, and clinically relevant outcomes (ICU and hospital mortality, ICU and hospital length of stays, and discharge destination). The primary outcome was hospital mortality. DATA SYNTHESIS: Of the 2,001 patients admitted to ICU, 388 (19.4%) were frail. Increasing age and Sequential Organ Failure Assessment score, Clinical Frailty Scale score greater than or equal to 4, use of mechanical ventilation, vasopressors, renal replacement therapy, and hyperlactatemia were risk factors for death in a multivariable analysis. Hospital mortality was higher in patients with frailty (65.2% vs 41.8%; p < 0.001), with adjusted mortality increasing with a rising Clinical Frailty Scale score beyond 3. Younger and nonfrail patients were more likely to receive mechanical ventilation. Patients with frailty spent less time on mechanical ventilation (median days [interquartile range], 9 [5-16] vs 11 d [6-18 d]; p = 0.012) and accounted for only 12.3% of total ICU bed days. CONCLUSIONS: Patients with frailty with coronavirus disease 2019 were commonly admitted to ICU and had greater hospital mortality but spent relatively fewer days in ICU when compared with nonfrail patients. Patients with frailty receiving mechanical ventilation were at greater risk of death than patients without frailty.

Ethnicity and acute hospital admissions: Multi-center analysis of routine hospital data.

Background: The effects of ethnic and social inequalities on patient outcomes in acute healthcare remain poorly understood. Methods: Prospectively-defined analysis of registry data from four acute NHS hospitals in east London including all patients ≥ 18 years with a first emergency admission between 1st January 2013 and 31st December 2018. We calculated adjusted one-year mortality risk using logistic regression. Results are presented as n (%), median (IQR), and odds ratios (OR) with 95% confidence intervals. Findings: We included 203,182 patients. 43,101 (21%) patients described themselves as Asian, 21,388 (10.5%) Black, 2,982 (1.4%) Mixed, 13,946 (6.8%) Other ethnicity, and 100,065 (49%) White. We excluded 21,700 (10.7%) patients with undisclosed ethnicity. 16,054 (7.9%) patients died within one year. Non-white patients were younger (Asian: 43 [31-62] years; Black: 48 [33-63] years; Mixed 36 [26-52] years) than White patients (55 [35-75] years), with a higher incidence of comorbid disease. In each age-group, non-white patients were more likely to be admitted to hospital. This effect was greatest in the ≥ 80 years age-group (32% non-white admitted to hospital versus 23% non-white in community population). Deprivation was associated with increased mortality in all ethnic groups (OR 1.41 [1.33-1.50]; p < 0.001). However, when adjusted for age, Asian (0.69 [0.66-0.73], p < 0.0001) and Black patients (0.79 [0.74-0.85]; p < 0.0001) experienced a lower mortality risk than White patients. Interpretation: Ethnic and social disparities are associated with important differences in acute health outcomes. However, these differences are masked by statistical adjustment because patients from ethnic minorities present at a younger age. Funding: None.