With advancing modern medical technology and systems, the survival rate of patients receiving critical care unit (CCU) care has increased.Reference Lerolle, Trinquart, Bornstain, Tadié, Imbert and Diehl1 Intensivists often focus on the short- and intermediate-term outcomes of patients receiving CCU therapy. Long-term consequences of CCU survivors have recently become a source of concern. Post-intensive care syndrome includes cognitive (brain), physical and emotional symptoms that begin with critical illness and persist for a long time after CCU discharge.Reference Inoue, Hatakeyama, Kondo, Hifumi, Sakuramoto and Kawasaki2–Reference Geense, van den Boogaard, Peters, Simons, Ewalds and Vermeulen6 Mental illnesses can develop after CCU care. CCU circumstances may be uncomfortable and may harm the psychiatric health of patients there.Reference Teixeira, Rosa, Sganzerla, Sanchez, Robinson and Dietrich5 These patients are isolated from familiar caregivers such as family members, and experience various unfamiliar treatments in a short time.Reference Kamdar, Needham and Collop7 Equipment such as ventilators, venous access devices, continuous renal replacement therapy (CRRT) and extracorporeal membrane oxygenation (ECMO) may be necessary for sustaining the life of these patients; the procedures for their placement are invasive, uncomfortable and painful.Reference Inoue, Hatakeyama, Kondo, Hifumi, Sakuramoto and Kawasaki2,Reference Peng, Koh, Chung, Chien and Lin8,Reference Sivanathan, Wunsch, Vigod, Hill, Pinto and Scales9 Critically, illness itself could also affect a patient's mental health.Reference Sareen, Olafson, Kredentser, Bienvenu, Blouw and Bolton10 A meta-analysis of 27 studies from 1970 to 2015 revealed that 34% of CCU survivors had anxiety symptoms 12–14 months following CCU hospital stays.Reference Nikayin, Rabiee, Hashem, Huang, Bienvenu and Turnbull11 Another systematic review with meta-analysis of 15 studies from 1966 to 2007 revealed that 22% of CCU survivors reported post-CCU post-traumatic stress disorder (PTSD) symptoms.Reference Davydow, Gifford, Desai, Needham and Bienvenu12 Moreover, a cohort study in the UK reported that depressive symptoms in CCU survivors were associated with a high 2-year mortality,Reference Hatch, Young, Barber, Griffiths, Harrison and Watkinson13 which might reflect worsened relative long-term outcome after their CCU discharge. However, information regarding the relationship between mental illness and relative long-term survival outcomes such as 2-year mortality is still lacking. Therefore, the purpose of this study was to investigate the incidence and associated variables for newly developed mental illness among CCU survivors. Furthermore, we investigated the link between newly developed mental illness and 2-year all-cause mortality.
Method
Ethical statement, design and setting
The Institutional Review Board (IRB) of Seoul National University Bundang Hospital approved this retrospective population-based cohort research (IRB permission number: X-2102-666-904). The National Health Insurance Service's Big Data Center (NHIS-2021-1-620) also approved data sharing for this project. Because data analyses were done retrospectively utilising anonymised data from the South Korean NHIS database, informed consent was not required.
Transparency declaration
In-Ae Song affirms that the manuscript is an honest, accurate and transparent account of the study being reported; that no important aspects of the study have been omitted; and that any discrepancies from the study as planned (and, if relevant, registered) have been explained.
Prior presentation
This manuscript was presented as an abstract during the 42nd International Symposium on Intensive Care & Emergency Medicine, held on 21–24 March 2023 in Brussels, Belgium.
Data source
For data extraction, we utilised the NHIS database. NHIS, South Korea's unified national health insurance, stores and handles data on illness diagnoses and prescriptions for treatments and/or medications. To obtain information on treatment expenses from the government, physicians (from all out-patient clinics and hospitals) must record all prescription information on procedures, drugs and illness diagnoses in the NHIS database. Disease diagnoses were recorded using the International Classification of Diseases, 10th revision (ICD-10 codes). Furthermore, the NHIS database provides demographic and socioeconomic status information for all patients in South Korea.
Study population
All adults (aged 20 years or more) admitted to the CCU during their hospital stay between 2010 and 2018 and who lived for 1 year were classified as CCU survivors and included in this study. Data extraction used the prescription code for CCU admission during their stay. If a patient was admitted to the CCU twice or more throughout the research period, this study only included the first CCU admission case. Because their physical state in the CCU may have been poorer on the latter date of CCU admission than on the earlier date, this exclusion criterion strengthened the homogeneity of our study population. CCU survivors having a history of mental illness prior to CCU admission were excluded from this study to focus on newly diagnosed mental illness among CCU survivors.
The following legislative conditions must be met by CCU in South Korea. First, emergency resuscitation equipment, intubation devices, mechanical ventilators, defibrillators, electrocardiograms and respiratory function monitoring devices must always be available. Second, they must have a designated area that is larger than the standard ward, with at least 10 m2 per patient. Finally, for every two patients, they should have a committed doctor and at least one nurse. Fourth, the CCU should be powered by an uninterruptible power supply.
Study endpoints
The primary endpoint in the present study was 2-year all-cause mortality (additional 1-year all-cause mortality) after CCU discharge. The death dates until 20 April 2021 were extracted from the NHIS Big Data Center on 20 April 2021 and used to calculate the survival time in this study. Because our study focused on 2-year all-cause mortality among CCU survivors in hospital till 31 December 2018, a 2-year follow-up period was considered sufficient. The secondary endpoint was newly diagnosed mental illness within 1 year from the date of CCU admission.
Newly developed mental illness
Based on a previous study,Reference Nemani, Li, Olfson, Blessing, Razavian and Chen14 we classified psychiatric disorders into four groups: schizophrenia spectrum disorders, mood disorders, anxiety disorders and other psychiatric disorders. The ICD-10 codes of the psychiatric disorders are presented in supplementary File 1 available at https://doi.org/10.1192/bjo.2024.8. Newly developed mental illness was evaluated for 1 year from the date of CCU admission among CCU survivors. CCU survivors who were diagnosed with newly developed mental illness comprised the newly developed mental illness group, while other patients comprised the no mental illness group. In the newly developed mental illness group, CCU survivors who were diagnosed with multiple (≥2) new mental illnesses comprised the newly developed multiple mental illnesses group.
Covariates
Data pertaining to demographic and socioeconomic characteristics were extracted, including place of residence at the time of hospital admission, employment status, age and gender. The NHIS utilises the household income levels of individuals as a determinant of insurance premiums throughout the year. Government subsidies account for approximately 67% of medical expenses.Reference Song15 Conversely, members of the medical aid programme, through which the government covers almost all medical expenses in an effort to alleviate the financial burden of medical costs, require enrolment. On the basis of quartile ratios, we categorised the patients into five distinct categories (Q1–Q4 and the medical aid programme group). The residential areas were categorised as rural (areas outside of Seoul and other major cities) or urban. Additionally, the duration of the hospital stays and care unit stays was documented. We classified the admitting departments into internal medicine or non-internal medicine departments. Additionally, patients’ admission to the CCU via the emergency room was documented. We considered individuals who underwent surgery while in hospital as having admission to the hospital associated with the surgery. There were three distinct hospital categories into which patients were admitted: tertiary general hospitals, general hospitals and other hospitals. In order to ascertain patients’ comorbidity status, ICD-10 codes were utilised to compute the Charlson comorbidity index (CCI) (supplementary File 2). CRRT, ECMO and mechanical ventilation support utilisation were monitored throughout the CCU stay. We categorised the subsequent occurrences into four groups: (a) follow-up at the same hospital, (b) transfer to a long-term facility care centre, (c) mortality occurring while in-patients, and (d) discharge and additional follow-ups at out-patient clinics. In addition, the dates of deaths that occurred during hospitalisation and discharge were documented. Additionally, we gathered the complete cost of hospitalisation (in USD) information. Using ICD-10 codes, the primary diagnosis at CCU admission was identified. The NHIS ascertained the primary diagnosis (a medical condition necessitating extensive examination or treatment throughout their hospital stay) for each person after their hospital discharge, or their demise.
Statistical analysis
Continuous variables are represented as median values with interquartile ranges, whereas categorical variables are expressed as numbers accompanied by percentages. We compared clinicopathological characteristics of the newly developed mental illness group with those of the control group using the Mann–Whitney test for continuous variables and the chi-square test for categorical variables, respectively. To identify the factors associated with newly developed mental illness among CCU survivors, we subsequently fitted a multivariable logistic regression model to this data. The model for multivariable adjustment incorporated all covariates; the outcomes were displayed as odds ratios accompanied by 95% CIs. Using the Hosmer–Lemeshow test, we determined that the goodness of fit was adequate. To investigate the potential association between newly developed mental illness and 2-year all-cause mortality among CCU survivors, we fitted a multivariable Cox regression model for survival analysis, using 2-year all-cause mortality. A total of three distinct multivariable models were developed. Model 1 compared the 2-year all-cause mortality of individuals with newly developed mental illness with that of those without mental illness. In model 2, we compared the 2-year all-cause mortality rates in the newly developed single and multiple mental illnesses group with the no mental illness group. Model 3 compared the 2-year all-cause mortality of CCU survivors with schizophrenia spectrum disorders, mood disorders, anxiety disorders and other psychiatric illnesses, with that of the group of people without mental illness, taking into account the newly developed mental illness in detail. The models for multivariable adjustment incorporated all covariates, and the outcomes were displayed as hazard ratios accompanied by 95% CIs. The satisfaction of the central assumption of the Cox proportional hazards model was verified by using log-log plots. In all models, multicollinearity between variables was not an issue, as determined by the criterion of variance inflation factors being less than 2.0. We used R software (version 4.0.3; R Foundation for Statistical Computing, Vienna, Austria) to conduct each statistical analysis. We regarded P < 0.05 with two tails as a threshold for statistical significance.
Results
Study population
Fig. 1 shows a flow chart depicting the patient selection process. There were 3 132 769 CCU admission cases of 2 212 923 adult patients between January 2010 and December 2018. Of 919 846 patients who were admitted to the CCU ≥ twice during the study period, their second and subsequent CCU admissions were excluded to focus only on their first CCU admission. After excluding 590 499 patients who died within 1 year of CCU admission, 1 622 424 CCU survivors were initially screened. Next, we excluded from the study 268 702 CCU survivors with a history of mental illness before CCU admission. Finally, we included in the analysis 1 353 722 CCU survivors, and found 33 743 survivors (2.5%) to have newly developed mental illness within 1 year of CCU admission. Table 1 shows the clinicopathological characteristics of CCU survivors. Two-year all-cause mortality occurred in 96 210 (7.1%) patients.
Flowchart depicting patient selection process for critical care unit (CCU).
Clinicopathological characteristics of CCU survivors
IQR, interquartile range; CCU, critical care unit; LOS, length of hospital stays; CCI, Charlson comorbidity index; ECMO, extracorporeal membrane oxygenation; CRRT, continuous renal replacement therapy; USD, US dollars
Associated factors for new-onset mental illness
Table 2 shows the results of the comparison between the newly developed mental illness and no mental illness groups. Table 3 shows the multivariable logistic regression model for newly developed mental illnesses among CCU survivors. Old age (odds ratio: 1.01; 95% CI: 1.01–1.01; P < 0.001), longer CCU stay (odds ratio: 1.03; 95% CI: 1.03–1.04; P < 0.001), hospital admission through emergency room (odds ratio: 1.17; 95% CI: 1.15–1.20; P < 0.001), increased total cost of hospitalisation (odds ratio: 1.01; 95% CI: 1.01–1.01; P < 0.001), mechanical ventilatory support (odds ratio: 1.71; 95% CI: 1.66–1.77; P < 0.001), ECMO support (odds ratio: 1.46; 95% CI: 1.25–1.71; P < 0.001) and CRRT use (odds ratio: 1.71; 95% CI: 1.58–1.86; P < 0.001) were associated with increased incidence of newly developed mental illness among CCU survivors.
Comparison between the newly developed mental illness and no mental illness groups
The Mann–Whitney test for continuous variables and the chi-square test for categorical variables were used.
CCU, critical care unit; LOS, length of hospital stays; CCI, Charlson comorbidity index; ECMO, extracorporeal membrane oxygenation; CRRT, continuous renal replacement therapy; USD, US dollars
Multivariable logistic regression model for newly developed mental illnesses among CCU survivors
CCU, critical care unit; LOS, length of hospital stays; CCI, Charlson comorbidity index; ECMO, extracorporeal membrane oxygenation; CRRT, continuous renal replacement therapy; USD, US dollars.
Survival analyses
Table 4 shows the results of the multivariable Cox regression model for 2-year all-cause mortality among CCU survivors. In multivariable model 1, the group of people with newly developed mental illness showed a 2.36-fold higher 2-year all-cause mortality than the no mental illness group (hazard ratio: 2.36; 95% CI: 2.30–2.42; P < 0.001). All hazard ratios with 95% CIs for 2-year all-cause mortality of other covariates in multivariable model 1 are presented in supplementary File 3. In multivariable model 2, the newly developed single mental illness group and the newly developed multiple mental illnesses group showed 2.33-fold (hazard ratio: 2.33; 95% CI: 2.26–2.40; P < 0.001) and 2.50-fold (hazard ratio: 2.50; 95% CI: 2.36–2.65; P < 0.001) higher 2-year all-cause mortality, respectively, than the no mental illness group. In multivariable model 3, compared with the no mental illness group, CCU survivors with schizophrenia spectrum disorders (hazard ratio: 1.26; 95% CI: 1.15–1.38; P < 0.001), mood disorders (hazard ratio: 1.57; 95% CI: 1.51–1.63; P < 0.001), anxiety disorders (hazard ratio: 2.23; 95% CI: 2.15–2.32; P < 0.001) and other psychiatric illnesses (hazard ratio: 1.86; 95% CI: 1.76–1.96; P < 0.001) showed higher 2-year all-cause mortality.
Multivariable Cox regression model for 2-year all-cause mortality among CCU survivors
All covariates that were included for multivariable adjustment are presented in supplementary file 2; CCU, critical care unit.
Discussion
In this population-based cohort study, 2.5% of CCU survivors had newly developed mental illness within 1 year of CCU admission. Old age, longer CCU stay, hospital admission through the emergency room, increased total cost of hospitalisation, mechanical ventilatory support, ECMO support and CRRT use were potential risk factors for newly developed mental illness among CCU survivors. In addition, newly developed mental illness was associated with an increased 2-year all-cause mortality. To the best of our knowledge, this study is the first to show that newly developed mental illness among CCU survivors of critical illness who had no history of mental illness prior to CCU admission might have a poor long-term survival outcome.
From a nationally representative survey on mental illness conducted between 19 July 2011 and 16 November 2011, the lifetime prevalence of mental illness in South Korea was reported to be 27.6%;Reference Cho, Seong, Park, Chung, Lee and Bae16 however, that study cannot be directly compared with our study, because our results show the incidence of mental illness in CCU survivors, as we excluded individuals with a history of any mental illness before CCU admission. For example, the reported incidence of schizophrenia spectrum disorders from 2008 to 2017 in South Korea was 0.05%,Reference Jung, Kim, Go and Yoon17 whereas in this study the incidence of schizophrenia spectrum disorders among CCU survivors was 0.2%. As there is no accurate information regarding the incidence of mental illnesses among both the general adult population and CCU survivors, further studies are warranted.
Few studies have shown that newly developed mental illnesses after CCU discharge are associated with high mortality rates. Mental illness is a major risk factor for mortality.Reference Walker, McGee and Druss18 A meta-analysis by Walker et al. suggested that the pooled relative risk of mortality among those with mental disorders was 2.22 (95% CI: 2.12–2.33).Reference Walker, McGee and Druss18 A study using postal questionnaires following discharge from the CCU in the UK revealed that in the first 2 years following discharge from the CCU, patients with depression symptoms had a 47% risk of mortality and were more likely to die than patients without depression symptoms.Reference Hatch, Young, Barber, Griffiths, Harrison and Watkinson13 The major limitation was that the postal questionnaire study was based on a low response rate (36%).Reference Hatch, Young, Barber, Griffiths, Harrison and Watkinson13 Although anxiety and PTSD symptoms were not associated with low survival rates in the UK postal survey, our study on various mental illnesses showed that newly developed mental illness was associated with increased risk of 2-year all-cause mortality.
Several studies have demonstrated that CCU survivors tend to be diagnosed with new-onset mental illnesses after discharge.Reference Teixeira, Rosa, Sganzerla, Sanchez, Robinson and Dietrich5,Reference Peng, Koh, Chung, Chien and Lin8,Reference Sareen, Olafson, Kredentser, Bienvenu, Blouw and Bolton10,Reference Nikayin, Rabiee, Hashem, Huang, Bienvenu and Turnbull19 CCU care was associated with an increased incidence of mood, anxiety and personality disorders and substance use, in comparison with both the in-patient cohort and general cohort over a 5-year period.Reference Sivanathan, Wunsch, Vigod, Hill, Pinto and Scales9,Reference Sareen, Olafson, Kredentser, Bienvenu, Blouw and Bolton10 Depression and anxiety symptoms occurred in a third of CCU survivors and persisted during a 12-month follow-up in a meta-analysis.Reference Nikayin, Rabiee, Hashem, Huang, Bienvenu and Turnbull19 CCU survivors tend to be diagnosed with PTSD, which negatively impacts their health-related quality of life.Reference Teixeira, Rosa, Sganzerla, Sanchez, Robinson and Dietrich5,Reference Davydow, Gifford, Desai, Needham and Bienvenu20–Reference Dowdy, Eid, Sedrakyan, Mendez-Tellez, Pronovost and Herridge22 In contrast, a nationwide cohort study in Taiwan showed that people admitted to the CCU and general wards were associated with a higher risk of developing a mental disorder than the general population.Reference Peng, Koh, Chung, Chien and Lin8 Similarly, a 10-year population-based study conducted on in-patient adults (with no previous diagnosis of mental illness) in Ontario, Canada revealed that 121 101 CCU survivors were associated with a marginally increased risk of mental illness diagnosis compared with hospitalised patients without CCU care.Reference Sivanathan, Wunsch, Vigod, Hill, Pinto and Scales9 Moreover, that study revealed that longer CCU stays or mechanical ventilatory support increased the risk of developing mental illness,Reference Sivanathan, Wunsch, Vigod, Hill, Pinto and Scales9 which aligns with our results.
Risk factors for newly developed mental illness in CCU survivors in the present study were old age, no job status, poor economic status, admission to the internal medicine department, hospital admission through the emergency room, no surgery-associated admission (versus surgery-associated admission), general or other hospitals (versus tertiary general hospital), longer CCU stay, higher cost of hospital stay and invasive treatment in the CCU (mechanical ventilation, CRRT and ECMO support). Similar results have been reported in other studies.Reference Sivanathan, Wunsch, Vigod, Hill, Pinto and Scales9,Reference Sareen, Olafson, Kredentser, Bienvenu, Blouw and Bolton10,Reference Davydow, Gifford, Desai, Needham and Bienvenu20,Reference Asimakopoulou and Madianos21 In the Ontario-Canadian population-based study, the adjusted hazard ratio of new mental illness diagnosis among CCU survivors was found to be lower in higher income groups than the lowest group (Quintile 1) and high in the female group with CCU admission, longer length of stay in the hospital and teaching hospital (versus small hospital), similar to our results.Reference Sivanathan, Wunsch, Vigod, Hill, Pinto and Scales9 Canadian data found that mechanical ventilation seemed to be associated with a high risk of new-onset mental illness; however, unlike our data, renal replacement therapy was associated with a lower risk of newly diagnosed mental illness.Reference Sivanathan, Wunsch, Vigod, Hill, Pinto and Scales9
The higher odds ratios of newly developed mental illness associated with mechanical ventilation, ECMO support and CRRT than newly developed mental illness associated with old age or length of CCU stay is an important finding. CCU patients who required invasive treatment such as mechanical ventilation, ECMO support and CRRT may have suffered from severe and critical illness at CCU admission. Additionally, invasive treatment such as mechanical ventilation, ECMO support and CRRT were also related to increased 2-year all-cause mortality among CCU survivors in this study. These findings suggest there may be a complex overlap of factors to explain the higher rate of 2-year all-cause mortality among those with newly developed mental illnesses. Therefore, rather than interpreting that a new mental illness alone increased long-term mortality, we should consider that the severity of the condition during the hospital stay as well as the after-effects of the treatment process all could have contributed to the increased 2-year all-cause mortality rate.
The impact of CCU admission on the development of mental illness could not be assessed in this study. This is because we did not compare the proportion of patients with new-onset mental illness between CCU survivors and other patients who were not admitted to the CCU. Sivanathan et al reported that CCU admission was associated with a marginally increased risk of mental illness diagnosis after a hospital stay, compared with in-patients without CCU admission.Reference Sivanathan, Wunsch, Vigod, Hill, Pinto and Scales23 However, an understanding of the impact of CCU admission on mental illness diagnosis is still lacking, and more studies are needed on this issue.
The present study had some limitations. First, we could not approach individuals’ physical data such as body weight, height and nutritional status. Second, newly developed mental illness for 1 year after CCU admission could be an intermediate factor, with mortality being attributable to mechanical ventilatory support, ECMO support and CRRT during their hospital stay. However, we had to include intermediate factors in the multivariable Cox regression model, which could have created a bias in this study. Moreover, if new-onset mental illness is an intermediate variable, preventing mental illness might not show an estimated effect on death. Therefore, the association between new-onset mental illness and increased 2-year all-cause mortality might not be interpreted as causal. Third, there might be an immortal time bias because people who survived for 1 year were defined as CCU survivors and were included in this study. If CCU severity and length of CCU stay play a role in the onset of mental illness, then more severely ill patients are more likely to die within a year without developing a mental illness. Fourth, the Acute Physiology and Chronic Health Evaluation II score or simplified acute physiology score were not used to adjust the CCU data and disease severity of individuals during their CCU stay in this study. Fifth, examining newly developed illness within 1 year of CCU admission means that there was very likely a lost cohort of people who developed mental illness shortly after a year and whose illness was still related to CCU admission. This would be especially true for people whose CCU admission was prolonged and traumatic, with a high severity of physical illness. Lastly, the 2-year all-cause mortality follow-up period, including 2021, could have been influenced by the COVID-19 pandemic; we did not consider its impact on the study results.
In conclusion, 2.5% of CCU survivors in South Korea had newly developed mental illnesses within 1 year of CCU admission. Some factors were identified as potential risk factors for newly developed mental illness among CCU survivors. Moreover, newly developed mental illness was associated with an increased 2-year all-cause mortality.
Supplementary material
Supplementary material is available online at https://doi.org/10.1192/bjo.2024.8
Data availability
The data that support the findings of this study are available from the corresponding author, I.-A.S., upon reasonable request.
Author contributions
T.K.O. and I.-A.S. contributed to the study design, analysed the data and drafted the first manuscript. H.Y.P. contributed to the data acquisition and critically revised the manuscript. All authors read and approved the final version of the manuscript.
Funding
This research did not receive any specific grant from funding agencies in the public, commercial or not-for-profit sectors.
Declaration of interest
None.
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