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Psychosis and substance abuse increase the COVID-19 mortality risk

Published online by Cambridge University Press:  12 April 2022

Ana Catalan*
Affiliation:
Osakidetza Basque Health Service, Department of Psychiatry, Basurto University Hospital, Bilbao, Spain Biocruces Bizkaia Health Research Institute, Barakaldo, Spain Facultad de Medicina y Odontología, University of the Basque Country, UPV/EHU, Leioa, Spain Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
Claudia Aymerich
Affiliation:
Osakidetza Basque Health Service, Department of Psychiatry, Basurto University Hospital, Bilbao, Spain
Amaia Bilbao
Affiliation:
Osakidetza Basque Health Service, Basurto University Hospital, Research Unit, Bilbao, Bizkaia, Spain Health Service Research Network on Chronic Diseases (REDISSEC), Madrid, Spain Kronikgune Institute for Health Services Research, Barakaldo, Spain
Borja Pedruzo
Affiliation:
Osakidetza Basque Health Service, Department of Psychiatry, Basurto University Hospital, Bilbao, Spain
José Luis Pérez
Affiliation:
Osakidetza Basque Health Service, Department of Psychiatry, Basurto University Hospital, Bilbao, Spain
Nerea Aranguren
Affiliation:
Unidad de Información OSI Bilbao-Basurto, Bilbao, Spain
Gonzalo Salazar de Pablo
Affiliation:
Early Psychosis: Interventions and Clinical-detection (EPIC) Lab, Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK Department of Child and Adolescent Psychiatry, Institute of Psychiatry and Mental Health. Hospital General Universitario Gregorio Marañón, Madrid, Spain
Emily Hedges
Affiliation:
Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
Patxi Gil
Affiliation:
Biocruces Bizkaia Health Research Institute, Barakaldo, Spain Bizkaia Mental Health Network, Programa Lehenak, Bilbao, Spain
Rafael Segarra
Affiliation:
Biocruces Bizkaia Health Research Institute, Barakaldo, Spain Facultad de Medicina y Odontología, University of the Basque Country, UPV/EHU, Leioa, Spain Psychiatry Department, Cruces University Hospital, Barakaldo, Spain
Ana González-Pinto
Affiliation:
Facultad de Medicina y Odontología, University of the Basque Country, UPV/EHU, Leioa, Spain Bioaraba. CIBERSAM. Psychiatry Department, Hospital Universitario de Alava, Vitoria-Gasteiz, Spain
Aranzazu Fernández-Rivas
Affiliation:
Osakidetza Basque Health Service, Department of Psychiatry, Basurto University Hospital, Bilbao, Spain Biocruces Bizkaia Health Research Institute, Barakaldo, Spain Facultad de Medicina y Odontología, University of the Basque Country, UPV/EHU, Leioa, Spain
Lucía Inchausti
Affiliation:
Osakidetza Basque Health Service, Department of Psychiatry, Basurto University Hospital, Bilbao, Spain Biocruces Bizkaia Health Research Institute, Barakaldo, Spain Facultad de Medicina y Odontología, University of the Basque Country, UPV/EHU, Leioa, Spain
Philip McGuire
Affiliation:
Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK Outreach and Support in South London Service, South London and Maudsley National Health Service Foundation Trust, London, UK National Institute for Health Research Biomedical Research Centre, London, UK
Paolo Fusar-Poli
Affiliation:
Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK Kronikgune Institute for Health Services Research, Barakaldo, Spain National Institute for Health Research Biomedical Research Centre, London, UK
Miguel Ángel González-Torres
Affiliation:
Osakidetza Basque Health Service, Department of Psychiatry, Basurto University Hospital, Bilbao, Spain Biocruces Bizkaia Health Research Institute, Barakaldo, Spain Facultad de Medicina y Odontología, University of the Basque Country, UPV/EHU, Leioa, Spain
*
Author for correspondence: Ana Catalan, E-mail: [email protected]; [email protected]
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Abstract

Background

The coronavirus disease 2019 (COVID-19) pandemic has been a global challenge. High mortality rates have been reported in some risk groups, including patients with pre-existing mental disorders.

Methods

We used electronic health records to retrospectively identify people infected due to COVID-19 (between March 2020 and March 2021) in the three territories of the Basque Country. COVID-19 cases were defined as individuals who had tested positive on a reverse transcription-polymerase chain reaction (PCR) test. Univariate and multivariate logistic regression models and multilevel analyses with generalized estimated equations were used to determine factors associated with COVID-19-related mortality and hospital admission.

Results

The COVID-19 mortality rate was increased for patients with psychotic disorders [odds ratio (OR) adjusted: 1.45, 95% confidence interval (CI) (1.09–1.94), p = 0.0114] and patients with substance abuse [OR adjusted: 1.88, 95% CI (1.13–3.14, p < 0.0152)]. The mortality rate was lower for patients with affective disorders [OR adjusted: 0.80, 95% CI (0.61–0.99), p = 0.0407]. Hospital admission rates due to COVID-19 were higher in psychosis [OR adjusted: 2.90, 95% CI (2.36–3.56), p < 0.0001] and anxiety disorder groups [OR adjusted: 1.54, 95% CI (1.37–1.72), p < 0.0001]. Among admitted patients, COVID-19 mortality rate was decreased for those with affective disorders rate [OR adjusted: 0.72, 95% CI (0.55–0.95), p = 0.0194].

Conclusions

COVID-19-related mortality and hospitalizations rates were higher for patients with a pre-existing psychotic disorder.

Type
Original Article
Creative Commons
Creative Common License - CCCreative Common License - BY
This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited.
Copyright
Copyright © The Author(s), 2022. Published by Cambridge University Press

Introduction

The unprecedented coronavirus disease 2019 (COVID-19) outbreak has been a challenge for national health systems all over the world. Published research suggests that people with psychiatric disorders who tested positive for COVID-19 may be at greater risk of mortality and hospital admission (Liu et al., Reference Liu, Ni, Yan, Lu, Zhao, Xu and Lu2021; Nemani et al., Reference Nemani, Li, Olfson, Blessing, Razavian, Chen and Goff2021; Vai et al., Reference Vai, Mazza, Colli, Foiselle, Allen, Benedetti and De Picker2021). Generally, it is well known that people with severe mental disorders have higher risks of premature death compared with the general population (Plana-Ripoll et al., Reference Plana-Ripoll, Pedersen, Agerbo, Holtz, Erlangsen, Canudas-Romo and Laursen2019). This increased mortality may be explained by the comorbidity between psychiatric disorders and physical illness, e.g. diabetes (Foley et al., Reference Foley, Mackinnon, Morgan, Castle, Waterreus and Galletly2018), obesity (Chao, Wadden, & Berkowitz, Reference Chao, Wadden and Berkowitz2019), cancer (Manderbacka et al., Reference Manderbacka, Arffman, Suvisaari, Ahlgren-Rimpilainen, Lumme, Keskimaki and Pukkala2017), cardiovascular disease (Nielsen, Banner, & Jensen, Reference Nielsen, Banner and Jensen2021), and obstructive pulmonary disease (Partti et al., Reference Partti, Vasankari, Kanervisto, Perälä, Saarni, Jousilahti and Suvisaari2015). Besides, the lifestyle of patients with psychiatric disorders is often sedentary and deficient in self-care (Evert, Harvey, Trauer, & Herrman, Reference Evert, Harvey, Trauer and Herrman2003). During the outbreak, access to the different health services has been challenging for patients (Nunez, Sreeganga, & Ramaprasad, Reference Nunez, Sreeganga and Ramaprasad2021), especially those with mental health problems (Aragona, Barbato, Cavani, Costanzo, & Mirisola, Reference Aragona, Barbato, Cavani, Costanzo and Mirisola2020). Telemedicine showed to be a useful tool in this situation (Abraham et al., Reference Abraham, Jithesh, Doraiswamy, Al-Khawaga, Mamtani and Cheema2021). People with mental disorders have difficulties accessing telemedicine (Costa et al., Reference Costa, Reis, Pavlo, Bellamy, Ponte and Davidson2021), becoming an even more vulnerable population during the pandemic.

Several authors have reported an association between an increased risk of mortality due to COVID-19 infection and any psychiatric disorders (Barcella et al., Reference Barcella, Polcwiartek, Mohr, Hodges, Sondergaard, Niels Bang and Kragholm2021; Fond et al., Reference Fond, Nemani, Etchecopar-Etchart, Loundou, Goff, Lee and Boyer2021a; Maripuu, Bendix, Ohlund, Widerstrom, & Werneke, Reference Maripuu, Bendix, Öhlund, Widerström and Werneke2021; Nemani et al., Reference Nemani, Li, Olfson, Blessing, Razavian, Chen and Goff2021; Toubasi, AbuAnzeh, Tawileh, Aldebei, & Alryalat, Reference Toubasi, AbuAnzeh, Tawileh, Aldebei and Alryalat2021; Vai et al., Reference Vai, Mazza, Colli, Foiselle, Allen, Benedetti and De Picker2021). Further, a recent meta-analysis found a higher COVID-19 mortality rate in people with schizophrenia spectrum disorders compared to the general population (Nemani et al., Reference Nemani, Li, Olfson, Blessing, Razavian, Chen and Goff2021). Other systematic reviews and meta-analyses have described similar odds ratios (ORs) for populations with psychotic disorders (Vai et al., Reference Vai, Mazza, Colli, Foiselle, Allen, Benedetti and De Picker2021; Fond et al., Reference Fond, Nemani, Etchecopar-Etchart, Loundou, Goff, Lee and Boyer2021a). However, the relationship between COVID-19-related mortality and affective disorders is not yet clear. Compared to the general population, research has reported both similar (Nemani et al., Reference Nemani, Li, Olfson, Blessing, Razavian, Chen and Goff2021) and higher mortality rates (Vai et al., Reference Vai, Mazza, Colli, Foiselle, Allen, Benedetti and De Picker2021) in people with mood or anxiety disorders. Diez-Quevedo et al. (Diez-Quevedo et al. Reference Diez-Quevedo, Iglesias-Gonzalez, Giralt-Lopez, Rangil, Sanagustin, Moreira and Cuevas-Esteban2021) described that delirium during hospital admission and a history of mood disorder was related to higher mortality risk, while psychotropic treatment in the previous year was associated with lower mortality risk. These results suggest that mental health problems may be a risk factor for mortality in patients with COVID-19 infection, although the nature of this relationship remains unclear. Moreover, it is not yet known whether the increased COVID-19 mortality is associated with psychotic disorders specifically, or with all mental health problems.

The present study aimed to (1) analyze the COVID-19 mortality rate over one year (from 14th March 2020 to 14th March 2021) for people with mental health disorders compared with the population without mental disorders; (2) evaluate the number of COVID-19-related hospitalizations in people with mental disorders; (3) report the COVID-19 mortality rate of patients with mental disorders who were admitted to hospital due to the infection, and (4) examine the influence of several sociodemographic and clinical variables on the COVID-19 mortality rate (sex, age, and physical comorbidity) in people with mental disorders. We hypothesized that the population with severe mental disorders would show worse outcomes (hospitalizations and mortality) than the general population without mental disorders.

Material/subjects and methods

The Basque Country consists of three historical territories (Bizkaia, Gipuzkoa and Araba) in the North of Spain, with 2 199 711 million habitants (2020 EUSTAT- Euskal Estatistika Erakundea) (Estadística, Reference Estadística2021). We used an electronic health register (EHR; OBI- Unidad de Información OSI Bilbao-Basurto) to retrospectively identify people who tested positive for COVID-19 over one year (from 14th of March 2020 to 14th of March 2021) in the Basque Country. The Basque Health System, divided into 13 integrated healthcare organizations (IHOs), combines all primary and hospital care resources in given areas belonging to the three historical territories under the same administrative management (eTable 1). All subjects who suffered from COVID-19 infection were included. COVID-19 cases were defined as individuals who had tested positive on a reverse transcription-polymerase chain reaction (PCR) test. All the diagnostic tests were carried out in medical sites.

The rate of mortality and admissions due to COVID-19 were obtained through the EHR. We defined hospitalization due to COVID-19 as admissions for patients with positive tests whose COVID-19 diagnoses were dated concurrently or prior to admission (up to15 days), and mortality as deaths for patients with positive tests whose COVID-19 diagnoses were dated concurrently or prior to death (up to 2 months). Sociodemographic variables, physical illnesses and psychiatric pathologies were also documented. Physical and mental disorders were coded by DSM-IV (American Psychiatric Association, 2000), ICD-9 [World Health Organization(WHO), 1978] and ICD-10 [World Health Organization(WHO), 1993] classifications. People with severe mental disorders were divided into seven groups according to their primary diagnosis: psychotic disorders (schizophrenia, schizophrenia spectrum disorders, schizoaffective disorder, and psychotic no otherwise specified), affective disorders (bipolar disorder and depression), anxiety disorders, substance abuse, personality disorders, eating disorders, and other diagnoses (see eTable 2 for detailed descriptions).

The Basque Country Ethics Committee gave ethical approval for the study. The present study followed the REporting of studies Conducted using Observational Routinely-collected Data (RECORD) guideline for cohort studies (eTable 3).

Statistical analyses

Descriptive statistics used included frequency tables for categorical variables and means, standard deviations (SDs), medians and interquartile ranges for continuous variables. First, univariate logistic regression models were employed to study the relationship between each sociodemographic characteristic (sex, age), physical comorbidities (cardiovascular disease, pulmonary, disease, metabolic and endocrine disease, renal disease, hepatic disease, neurology disease, obesity, and cancer) and mental disorder (substance abuse, anxiety disorders, psychosis, affective disorders, personality disorders, eating disorders, and others) with both mortality or hospital admission. In these models, mortality or hospital admission was included as the dependent variable and all patients' sociodemographic characteristics, physical comorbidities, and mental disorders as the independent variables. Then, multivariate analyses were performed by multilevel analyses with generalized estimated equations with a two-level structure: individual (patients) and the three historical territories of the Basque Country. Potential interactions between variables were also examined. In the final multivariate models, only factors with p < 0.05 were retained, except for the obesity. We decided to include this factor because it had been consistently related to a significantly increased risk of infection, hospitalization, severe disease mechanical ventilation, intensive care unit admission, and mortality relative to normal-weight patients (Cai, Yang & Zhang, Reference Cai, Yang and Zhang2021). ORs and 95% confidence intervals (CIs) were calculated. All statistical analyses were performed using SAS for Windows, version 9.4 (SAS Institute, Carey, NC) (Inc., 2013), and R© version 4.0.4 (Team, 2020).

Results and discussion

Sample

A total sample of 157 246 people from the 13 sites of the Basque Country (eTable 1) were COVID-19 positive during the study period; resulting in an infection rate of 7.1% of the total population. Of COVID-19 positive cases, 53.25% were female (N = 83 737). The most common age range was 40–49 years (16.63%; N = 26 153). The most common physical comorbidity in the sample was pulmonary disease (5.00%), followed by cancer (2.25%). Among all COVID-19 positive cases, 6.3% (N = 9898) presented with at least one psychiatric condition. The most prevalent disorders in this group were mood and anxiety disorders (2.83% and 2.44%, respectively). Sociodemographic and clinical characteristics of the sample are described in Table 1. A detailed description of the physical and mental disorders included in each category are listed in e Table 2, eTable 5 and eTable 6.

Table 1. Sociodemographic and clinical characteristics of the sample (N = 157 246)

s.d., Standard deviation; IQR, Interquartile range.

Data is given as N (%) unless otherwise stated.

Table 2. Univariable and multivariable analysis for mortality risk among people who tested positive for COVID-19 (N = 157 246)

OR, Odds Ratio; CI, Confidence interval.

COVID-19 mortality rate

Of the total sample, 2.19% of patients (N = 3448) died due to the COVID-19 infection. The COVID-19 mortality rate was higher for male patients compared to women (2.39% v. 2.02%, p < 0.001) and for older adults compared to children (⩽9 years 0.01% v. ⩾90 years 24.13%, p < 0.0001) (Table 1). Among physical comorbidities, higher COVID-19 mortality rates were associated with renal pathology (0.54%) and neurological illness (14.75%). Psychotic disorders had the highest COVID-19 mortality rates among psychiatric patients (12.55%). All COVID-19 mortality rates are detailed in Table 1.

Univariate analyses showed that male sex [OR 1.19, 95% CI (1.11–1.27), p = 0.0021], and older age [OR 1.12, 95% CI (1.11–1.12), p < 0.0001] were associated with increased COVID-19 mortality risk. Mortality risk was increased for all physical illnesses, except for obesity. Renal disease [OR 13.26, 95% CI (11.92–14.74), p < 0.0001], neurological disorders [OR 8.05, 95% CI (6.79–9.55), p < 0.0001], and cancer [OR 6.55, 95% CI (5.88–7.30), p < 0.0001] resulted in a higher risk of mortality (Table 2). Finally, multivariable analyses found that male sex [OR 2.04, 95% CI (1.88–2.20), p < 0.0001], older age [OR 1.12, 95% CI (1.12–1.13), p < 0.0001], metabolic and endocrine disease [OR 1.34, 95% CI (1.14–1.56), p = 0003), renal illness [OR 1.99, 95% CI (1.76–2.24), p < 0.0001], hepatic disease [OR 1.54, 95% CI (1.76–2.24)), obesity [OR: 1.72, 95% CI (1.22–2.43, p = 0.0022)), and cancer [2.33, 95% CI (2.06–2.63), p < 0.0001] were related to higher mortality risk. Supplementary analyses were performed using the body mass index (BMI) (BMI >30, obesity defined as having a BMI>30 kg/m2) (eTable 7).

Regarding psychiatric disorders, 2.38% of patients (N = 251) died due to COVID-19 infection. The mortality rate for patients with substance abuse diagnosis was 2.01%, anxiety disorders 1.12%, affective disorders 1.89%, personality disorder 0%, eating disorders 0% and others 5.23%. The highest mortality rate (12.55%) was associated with a psychotic disorder diagnosis. Univariable analyses found that patients with psychotic disorders had an OR of 6.51 [95% CI (5.05–8.40); p < 0.001] for COVID-19 mortality risk. This result remained significant in multivariable analyses [OR 1.45, 95% CI (1.09–1.94); p = 0.0114]. Patients with other psychiatric pathologies had increased COVID-19 mortality rates [OR 2.47, 95% CI (1.77–3.45); p < 0.001], while people with anxiety disorders had decreased rates [OR 0.50, 95% CI (0.37–0.68); p < 0.001]. However, in the multivariable analyses, these results did not remain statistically significant. COVID-19 mortality risk was increased for patients with substance abuse [OR 1.88, 95% CI (1.13–3.14); p = 0.0152], but decreased for patients with affective disorders [OR 0.80, 95% CI (0.61–0.99); p = 0.0138] (Table 2).

Admissions to hospital due to COVID-19

From the total sample of COVID-19 positive cases, 14 720 patients were admitted to the hospital due to COVID-19 (9.36%) with a mean age of 44.4 (s.d.: 23.3) years and a mean length of stay of 10.80 (s.d.:13.56) days.

Univariable analyses showed that male sex [OR 1.45, 95% CI (1.40–1.50), p < 0.0001], older age [OR 1.06, 95% CI (1.05–1.06), p < 0.0001], and all physical illnesses were related to an increased possibility of hospital admission, particularly renal disease [OR 12.58, 95% CI (11.58–13.66), p < 0.0001], and metabolic and endocrine disease [OR 8.37, 95% CI (7.74–9.05), p < 0.0001] (Table 2). However, in the multivariable analyses, the findings for renal disease and obesity did not remain significant, while the highest hospital admission risk was for metabolic and endocrine disease [OR 3.47, 95% CI (3.18–3.79), p < 0.0001], and pulmonary disease [OR 2.97, 95% CI (2.77–3.17), p < 0.0001] (Table 3).

Table 3. Univariable and multivariable analysis for hospital admission among people who tested positive for COVID-19 (N = 157 246)

OR, Odds Ratio; CI, Confidence interval.

All psychiatric pathologies were associated with an increased hospitalization rate in univariable analyses. In the multivariable analyses, only patients with psychotic disorders [OR 2.90, 95% CI (2.36–3.56), p < 0.0001], and patients with anxiety disorders [OR 1.54, 95% CI (1.37–1.72), p < 0.0001] had higher risks of hospital admission (Table 3).

COVID-19 mortality rate in patients admitted to hospital

For patients who were admitted to the hospital due to COVID-19 infection, older adults [OR 1.09, 95% CI (1.08–1.09), p < 0.0001] had increased COVID-19 mortality risk in the univariable analyses. All physical illnesses were related to higher mortality rates, except for cardiovascular disease, metabolic and endocrine disease, and hepatic disease. Among psychiatric comorbidity, patients with psychotic disorders [OR 1.65, 95% CI (1.21–2.26), p = 0015] and patients with other psychiatric disorders [OR 1.63, 95% CI (1.07–2.49), p < 0.0099] had higher mortality risk (Table 4).

Table 4. Univariable and multivariable analysis for mortality risk among patients with COVID-19 who were admitted to hospital (N = 14 720)

OR, Odds Ratio; CI, Confidence interval.

Multivariable analyses found that male sex [OR 1.55, 95% CI (1.40–1.72), p < 0.0001], older age [OR 1.09, 95% CI (1.09–1.10), p < 0.0001], renal disease [OR 1.50, 95% CI (1.30–1.72), p < 0.0001], and cancer [OR 2.04, 95% CI (1.76–2.36), p < 0.0001] were associated with higher mortality risk. In psychiatric comorbidity, the mortality risk was lower for patients with affective disorders [OR: 0.72, 95% CI (0.55–0.95), p = 0.0124] (Table 4).

Discussion

Our study found an increased COVID-19 mortality risk for patients with a pre-existing psychotic and substance abuse disorder. Affective disorders were related to decreased mortality risk compared to those without an affective disorder. We found no relationship between mortality risk and other psychiatric disorders. As expected, other sociodemographic and clinical variables were also associated with increased COVID-19 mortality risk, such as male sex, age and physical comorbidity (metabolic and endocrine disease, renal illness, hepatic disease, obesity, and cancer). The risk of hospital admissions due to COVID-19 was higher in the anxiety disorders and psychotic disorders groups. Among those admitted to the hospital, patients with affective disorders presented a decreased COVID-19 mortality risk

Although the association of physical comorbidity and increased COVID-19 mortality risk has been widely reported (Espana et al., Reference Espana, Bilbao, Garcia-Gutierrez, Lafuente, Anton-Ladislao and Villanueva2021), the relationship with psychiatric disorders is less clear. A recent meta-analysis (Vai et al., Reference Vai, Mazza, Colli, Foiselle, Allen, Benedetti and De Picker2021) showed that the existence of any pre-existing mental illness was related to an increased risk of COVID-19 mortality [OR 2.00, 95% CI (1.58–2.54)], although other authors (Fond et al., Reference Fond, Nemani, Etchecopar-Etchart, Loundou, Goff, Lee and Boyer2021a) found lower ORs [OR 1.38, 95% CI (1.15–1.65)]. However, in both reviews, patients with psychotic disorders presented the highest mortality rates, while anxiety disorders were not associated with higher mortality rates (Fond et al., Reference Fond, Nemani, Etchecopar-Etchart, Loundou, Goff, Lee and Boyer2021a; Vai et al., Reference Vai, Mazza, Colli, Foiselle, Allen, Benedetti and De Picker2021). These findings are in line with the results of the present study, where the increased COVID-19 mortality risk for patients with psychotic disorders was 1.45, 95% CI (1.09–1.94). Although prior evidence of a relationship between COVID-19 mortality risk and affective disorders is mixed (Nemani et al., Reference Nemani, Li, Olfson, Blessing, Razavian, Chen and Goff2021; Vai et al., Reference Vai, Mazza, Colli, Foiselle, Allen, Benedetti and De Picker2021), we found a decreased mortality risk in this group, including bipolar disorder (OR: 0.76 (0.62, 0.95)).

In our study, hospitalizations were higher for anxiety disorder and psychotic patients; the latter of whom had a 3-fold increased probability of hospitalization compared to patients without psychotic disorders. In a recent study, individuals with schizophrenia were less likely to test positive for COVID-19; however, they were twice as likely to be hospitalized for COVID-19 [OR 2.15, 95% CI (1.63–2.82); p < 0.0001], even after controlling for sociodemographic and clinical risk factors [OR 1.88, 95% CI (1.39–2.55); p < 0.0001] (Bitan et al., Reference Bitan, Kriege, Kridin, Komantscher, Scheinman, Weinstein and Feingold2021).

Increased COVID-19 mortality risk has consistently been found in patients with psychiatric disorders compared to people without psychiatric pathology (Bitan et al., Reference Bitan, Kriege, Kridin, Komantscher, Scheinman, Weinstein and Feingold2021; Fond et al., Reference Fond, Nemani, Etchecopar-Etchart, Loundou, Goff, Lee and Boyer2021a, Reference Fond, Pauly, Orleans, Antonini, Fabre, Sanz and Boyer2021b; Lee et al., Reference Lee, Yang, Moon, Yoo, Ha, Kim and Yon2020; Li, Li, Fortunati, & Krystal, Reference Li, Li, Fortunati and Krystal2020; Maripuu et al., Reference Maripuu, Bendix, Öhlund, Widerström and Werneke2021; Wang, Xu, & Volkow, Reference Wang, Xu and Volkow2021). In our study, this increase in mortality was mainly associated with psychosis and substance use disorders. Similarly, previous studies have described increased mortality in patients with substance use disorders (Wang, Kaelber, Xu, & Volkow, Reference Wang, Kaelber, Xu and Volkow2021). As it is well known that patients with psychotic disorders have higher all-cause mortality (Walker, McGee, & Druss, Reference Walker, McGee and Druss2015), it is not surprising that psychosis is a likely contributing factor to mortality following COVID-19 infection. An increased risk of COVID-19 mortality in patients with psychotic disorders could reflect biological processes, such as immunoinflammatory alterations (Barron, Hafizi, Andreazza, & Mizrahi, Reference Barron, Hafizi, Andreazza and Mizrahi2017) including immunogenetic abnormalities, elevated levels of cytokines, autoantibodies, and aberrant counts of leukocyte cell types that characterize psychiatric disorders (Radhakrishnan, Kaser, & Guloksuz, Reference Radhakrishnan, Kaser and Guloksuz2017). Other factors, such as an impairment in social functioning and lifestyle (e.g. diet, physical inactivity, social isolation, and high substance use) and a higher prevalence of somatic comorbidities (e.g. diabetes, cardiovascular disease, and respiratory disease) (Stubbs et al., Reference Stubbs, Koyanagi, Veronese, Vancampfort, Solmi, Gaughran and Correll2016) may also have adverse effects on the prognosis of COVID-19 infection in this group of patients. Recent studies (Hoertel et al., Reference Hoertel, Sánchez-Rico, Muela, Abellán, Blanco and Leboyer2022; Sanchez-Rico, Limosin, & Hoertel, Reference Sanchez-Rico, Limosin and Hoertel2022) have associated the obesity excess described in psychosis with higher mortality rates. Nevertheless, we have found that COVID-19 mortality in psychosis is not affected by this factor in our study. Reduced access to care has been reported for nearly every aspect of somatic health care in patients with psychotic disorders (Kular et al., Reference Kular, Perry, Brown, Gajwani, Jasini, Islam and Singh2019; Lawrence & Kisely, Reference Lawrence and Kisely2010). Further to this, socioeconomic disadvantages have also been associated with an increased risk of COVID-19 mortality (Karmakar, Lantz, & Tipirneni, Reference Karmakar, Lantz and Tipirneni2021; Seligman, Ferranna, & Bloom, Reference Seligman, Ferranna and Bloom2021), and the relationship between psychosis and socioeconomic disadvantage has been recognized across diverse cultural, social, and demographic contexts (Sweeney, Air, Zannettino, & Galletly, Reference Sweeney, Air, Zannettino and Galletly2015).

Depression has been reported as a risk factor for hospitalization due to COVID-19 (OR 6.06; 95% CI .54–40.42) (Siso-Almirall et al., Reference Siso-Almirall, Kostov, Mas-Heredia, Vilanova-Rotllan, Sequeira-Aymar, Sans-Corrales and Benavent-Areu2020). However, its relationship to COVID-19 mortality risk is less clear. While some studies have described an increased mortality risk (Ceban et al., Reference Ceban, Nogo, Carvalho, Lee, Nasri, Xiong and McIntyre2021; Vai et al., Reference Vai, Mazza, Colli, Foiselle, Allen, Benedetti and De Picker2021), others did not find this association (Nemani et al., Reference Nemani, Li, Olfson, Blessing, Razavian, Chen and Goff2021). The present study found a decreased mortality risk in this group, suggesting that patients with depression may be more likely seek help sooner than patients with psychotic disorders. In fact, depression is associated with a more urgent use of health care resources (Dickens, Cherrington, & McGowan, Reference Dickens, Cherrington and McGowan2012). Further, Hoerthel et al. (Hoertel et al. Reference Hoertel, Sanchez-Rico, Vernet, Beeker, Jannot and Neuraz2021) reported a significant association between antidepressant use and reduced risk of intubation or death [HR 0.56, 95% CI (0.43–0.73), p < 0.001], which may indicate that antidepressant treatment could be associated with lower risk of death in patients hospitalized for COVID-19.

This study consisted of a large sample of patients recruited using the same healthcare system over a one-year period. Previous studies are limited to shorter follow-up (Nemani et al., Reference Nemani, Li, Olfson, Blessing, Razavian, Chen and Goff2021). However, this study has several limitations. First, psychotropic medication use was not considered in our analyses in the present study. Although some studies have found that vulnerable severe mental disorder individuals on antipsychotic treatment had a lower risk of severe acute respiratory syndrome coronavirus 2 (SARS-CoV2) infection and a better COVID-19 prognosis (Canal-Rivero et al., Reference Canal-Rivero, Catalan-Barragan, Rubio-Garcia, Garrido-Torres, Crespo-Facorro, Ruiz-Veguilla and Group2021), these findings should be interpreted cautiously as there are difficulties determining medication adherence in such large samples. A second limitation is that not all diagnoses were well-recorded in the EHR (Yolken, Reference Yolken2021) or the lack of information about the stability or phase of the reported illnesses. Third, data used in the present study did not include COVID-19 treatment information, which is likely to have influenced mortality risk. A fourth limitation is that the COVID-19 prevalence may have been underestimated as some infected people may have not had a PCR test. In addition, the mortality rate can be overestimated due to the same reason.

The COVID-19 pandemic has affected the mental health of the general population, vulnerable psychiatric groups and healthcare professionals (Salazar de Pablo et al., Reference Salazar de Pablo, Vaquerizo-Serrano, Catalan, Arango, Moreno, Ferre and Fusar-Poli2020). Moreover, the physical and mental health of patients affected with mental disorders is further compromised (Fusar-Poli, Brambilla, & Solmi, Reference Fusar-Poli, Brambilla and Solmi2020). Furthermore, there may be longer-term adverse outcomes for all people following COVID-19 infection, such as risks of depression, anxiety, fatigue, post-traumatic stress disorder, and rarer neuropsychiatric syndromes (Rogers et al., Reference Rogers, Chesney, Oliver, Pollak, McGuire, Fusar-Poli and David2020).

Research that focuses on the mental health of populations is often considered a second-order priority. We strongly believe that increased knowledge of the consequences of the COVID-19 outbreak on population with mental disorders is important to develop strategies to protect vulnerable groups. For example, health strategy recommendations after the COVID-19 pandemic for patients with early-onset psychosis have been recently published (Jauhar et al., Reference Jauhar, Lai, Bonoldi, Salazar de Pablo, di Forti, Alameda and Fusar-Poli2021). Furthermore, most European countries, including Spain, have not included psychiatric disorders as risk comorbidities eligible for vaccine prioritization (España, Reference España2021), which could lead to detrimental outcomes for these individuals and their communities (De Picker, Dias, et al., Reference De Picker, Dias, Benros, Vai, Branchi, Benedetti and Leboyer2021a). In our opinion, the psychiatric population, and especially patients with psychotic disorders and substance abuse, should be prioritized in the vaccination programs (De Hert, Mazereel, Detraux, & Van Assche, Reference De Hert, Mazereel, Detraux and Van Assche2021; De Picker, Yolken, et al., Reference De Picker, Yolken, Benedetti, Borsini, Branchi, Fusar-Poli and TWG2021b; Mazereel, Van Assche, Detraux, & De Hert, Reference Mazereel, Van Assche, Detraux and De Hert2021).

Supplementary material

The supplementary material for this article can be found at https://doi.org/10.1017/S0033291722000976.

Financial support

This research received funding from the OSI Bilbao Basurto Research Commission.

Conflicts of interest

Dr Catalan reports personal fees from Janssen-Cilag and grants from the Carlos III Health Institute outside the submitted work. Dr Salazar de Pablo reports grants from Fundación Alicia Koplowitz and personal fees from Janssen-Cilag outside the submitted work. Professor Fusar-Poli reports research fees from Lundbeck and honoraria from Lundbeck, Angelini, Menarini, and Boehringer Ingelheim outside the submitted work. No other disclosures were reported. Professor González-Torres reports grants from the Carlos III Health Institute outside the submitted work. Dr Gonzalez-Pinto has received grants and served as consultant, advisor or CME speaker for the following entities: Janssen-Cilag, Lundbeck, Otsuka, Pfizer, Sanofi-Aventis, Alter, Angelini, Exeltis, Novartis, Takeda, the Spanish Ministry of Science and Innovation (CIBERSAM), the Ministry of Science (Carlos III Institute), the Basque Government, and the European Framework Program of Research. Dr Segarra reports personal fees from Janssen-Cilag, Lundbeck, Otsuka, Angelini, and grants from the Carlos III Health Institute and the Basque Government outside the submitted work.

References

Abraham, A., Jithesh, A., Doraiswamy, S., Al-Khawaga, N., Mamtani, R., & Cheema, S. (2021). Telemental health use in the COVID-19 pandemic: A scoping review and evidence gap mapping. Frontiers in Psychiatry, 12, 748069. doi:10.3389/fpsyt.2021.748069CrossRefGoogle ScholarPubMed
American Psychiatric Association (2000). Diagnostic and statistical manual of mental disorders (4th ed., Text Revision ed.). Washington, DC: American Psychiatric Association.Google Scholar
Aragona, M., Barbato, A., Cavani, A., Costanzo, G., & Mirisola, C. (2020). Negative impacts of COVID-19 lockdown on mental health service access and follow-up adherence for immigrants and individuals in socio-economic difficulties. Public Health, 186, 5256. doi:10.1016/j.puhe.2020.06.055CrossRefGoogle ScholarPubMed
Barcella, C. A., Polcwiartek, C., Mohr, G. H., Hodges, G., Sondergaard, K., Niels Bang, C., … Kragholm, K. (2021). Severe mental illness is associated with increased mortality and severe course of COVID-19. Acta Psychiatrica Scandinavica, 144(1), 8291. doi:10.1111/acps.13309CrossRefGoogle ScholarPubMed
Barron, H., Hafizi, S., Andreazza, A. C., & Mizrahi, R. (2017). Neuroinflammation and oxidative stress in psychosis and psychosis risk. International Journal of Molecular Sciences, 18(3), 651664. doi:10.3390/ijms18030651.CrossRefGoogle ScholarPubMed
Bitan, D. T., Kriege, I., Kridin, K., Komantscher, D., Scheinman, Y., Weinstein, O., … Feingold, D. (2021). COVID-19 prevalence and mortality among schizophrenia patients: A large-scale retrospective cohort study. Schizophrenia Bulletin, 47(5), 12111217. doi:10.1093/schbul/sbab012.CrossRefGoogle Scholar
Cai, Z., Yang, Y., & Zhang, J. (2021). Obesity is associated with severe disease and mortality in patients with coronavirus disease 2019 (COVID-19): A meta-analysis. BMC Public Health, 21(1), 1505. doi:10.1186/s12889-021-11546-6.CrossRefGoogle ScholarPubMed
Canal-Rivero, M., Catalan-Barragan, R., Rubio-Garcia, A., Garrido-Torres, N., Crespo-Facorro, B., Ruiz-Veguilla, M., & Group, I. T. P. (2021). Lower risk of SARS-CoV2 infection in individuals with severe mental disorders on antipsychotic treatment: A retrospective epidemiological study in a representative Spanish population. Schizophrenia Research, 229, 5354. doi:10.1016/j.schres.2021.02.002CrossRefGoogle Scholar
Ceban, F., Nogo, D., Carvalho, I. P., Lee, Y., Nasri, F., Xiong, J., … McIntyre, R. S. (2021). Association between mood disorders and risk of COVID-19 infection, hospitalization, and death: A systematic review and meta-analysis. JAMA Psychiatry, 78(10), 10791091. doi:10.1001/jamapsychiatry.2021.1818.CrossRefGoogle Scholar
Chao, A. M., Wadden, T. A., & Berkowitz, R. I. (2019). Obesity in adolescents with psychiatric disorders. Current Psychiatry Reports, 21(1), 3. doi:10.1007/s11920-019-0990-7CrossRefGoogle ScholarPubMed
Costa, M., Reis, G., Pavlo, A., Bellamy, C., Ponte, K., & Davidson, L. (2021). Tele-mental health utilization among people with mental illness to access care during the COVID-19 pandemic. Community Mental Health Journal, 57(4), 720726. doi:10.1007/s10597-021-00789-7CrossRefGoogle ScholarPubMed
De Hert, M., Mazereel, V., Detraux, J., & Van Assche, K. (2021). Prioritizing COVID-19 vaccination for people with severe mental illness. World Psychiatry, 20(1), 5455. doi:10.1002/wps.20826CrossRefGoogle ScholarPubMed
De Picker, L. J., Dias, M. C., Benros, M. E., Vai, B., Branchi, I., Benedetti, F., … Leboyer, M. (2021a). Severe mental illness and European COVID-19 vaccination strategies. The Lancet. Psychiatry, 8(5), 356359. doi:10.1016/S2215-0366(21)00046-8CrossRefGoogle ScholarPubMed
De Picker, L. J., Yolken, R., Benedetti, F., Borsini, A., Branchi, I., Fusar-Poli, P., … TWG, E. I.-N. (2021b). Viewpoint|European COVID-19 exit strategy for people with severe mental disorders: Too little, but not yet too late. Brain Behavior and Immunity, 94, 1517. doi:10.1016/j.bbi.2021.01.008CrossRefGoogle Scholar
Dickens, C., Cherrington, A., & McGowan, L. (2012). Depression and health-related quality of life in people with coronary heart disease: A systematic review. European Journal of Cardiovascular Nursing, 11(3), 265275. doi:10.1177/1474515111430928CrossRefGoogle ScholarPubMed
Diez-Quevedo, C., Iglesias-Gonzalez, M., Giralt-Lopez, M., Rangil, T., Sanagustin, D., Moreira, M., … Cuevas-Esteban, J. (2021). Mental disorders, psychopharmacological treatments, and mortality in 2150 COVID-19 Spanish inpatients. Acta Psychiatrica Scandinavica, 143(6), 526534. doi:10.1111/acps.13304CrossRefGoogle ScholarPubMed
Espana, P. P., Bilbao, A., Garcia-Gutierrez, S., Lafuente, I., Anton-Ladislao, A., Villanueva, A., … COVID-19-Osakidetza Working group. (2021). Predictors of mortality of COVID-19 in the general population and nursing homes. Internal and Emergency Medicine, 16(6), 14871496. doi:10.1007/s11739-020-02594-8.CrossRefGoogle ScholarPubMed
Estadística, E. E. E. E.-I. V. D. (2021, 1 January 2020). Retrieved from https://www.eustat.eus/indice.html.Google Scholar
Evert, H., Harvey, C., Trauer, T., & Herrman, H. (2003). The relationship between social networks and occupational and self-care functioning in people with psychosis. Social Psychiatry and Psychiatric Epidemiology, 38(4), 180188. doi:10.1007/s00127-003-0617-4Google ScholarPubMed
Foley, D. L., Mackinnon, A., Morgan, V. A., Castle, D. J., Waterreus, A., & Galletly, C. A. (2018). Comorbid diabetes and depression in a national sample of adults with psychosis. Schizophrenia Bulletin, 44(1), 8492. doi:10.1093/schbul/sbw166CrossRefGoogle Scholar
Fond, G., Nemani, K., Etchecopar-Etchart, D., Loundou, A., Goff, D. C., Lee, S. W., … Boyer, L. (2021a). Association between mental health disorders and mortality among patients with COVID-19 in 7 countries: A systematic review and meta-analysis. JAMA Psychiatry, 78(11), 12081217. doi:10.1001/jamapsychiatry.2021.2274.CrossRefGoogle ScholarPubMed
Fond, G., Pauly, V., Orleans, V., Antonini, F., Fabre, C., Sanz, M., … Boyer, L. (2021b). Increased in-hospital mortality from COVID-19 in patients with schizophrenia. L'Encephale, 47(2), 8995. doi:10.1016/j.encep.2020.07.003CrossRefGoogle ScholarPubMed
Fusar-Poli, P., Brambilla, P., & Solmi, M. (2020). Learning from COVID-19 pandemic in northern Italy: Impact on mental health and clinical care. Journal of Affective Disorders, 275, 7879. doi:10.1016/j.jad.2020.06.028CrossRefGoogle Scholar
Hoertel, N., Sánchez-Rico, M., Muela, P., Abellán, M., Blanco, C., & Leboyer, M., … AP-HP / Université de Paris / INSERM COVID-19 research collaboration and AP-HP COVID CDR Initiative, “Entrepôt de Données de Santé” AP-HP Consortium. (2022). Risk of death in individuals hospitalized for COVID-19 with and without psychiatric disorders: An observational multicenter study in France. Biological Psychiatry: Global Open Science. doi:10.1016/j.bpsgos.2021.12.007. Epub ahead of print.Google ScholarPubMed
Hoertel, N., Sanchez-Rico, M., Vernet, R., Beeker, N., Jannot, A. S., Neuraz, A., … AP-HP / Universities / INSERM COVID-19 Research Collaboration and AP-HP COVID CDR Initiative. (2021). Association between antidepressant use and reduced risk of intubation or death in hospitalized patients with COVID-19: Results from an observational study. Molecular Psychiatry, 26(9), 51995212. doi:10.1038/s41380-021-01021-4.CrossRefGoogle ScholarPubMed
Inc., S. I. (2013). SAS® 9.4 Statements: Reference. Cary, NC: SAS Institute Inc.Google Scholar
Jauhar, S., Lai, S., Bonoldi, I., Salazar de Pablo, G., di Forti, M., Alameda, L., … Fusar-Poli, P. (2021). Early intervention in psychosis during the COVID-19 pandemic: Maudsley recommendations. European Neuropsychopharmacology, 47, 130135. doi:10.1016/j.euroneuro.2021.02.005CrossRefGoogle ScholarPubMed
Karmakar, M., Lantz, P. M., & Tipirneni, R. (2021). Association of social and demographic factors With COVID-19 incidence and death rates in the US. JAMA Netw Open, 4(1), e2036462. doi:10.1001/jamanetworkopen.2020.36462CrossRefGoogle ScholarPubMed
Kular, A., Perry, B. I., Brown, L., Gajwani, R., Jasini, R., Islam, Z., … Singh, S. P. (2019). Stigma and access to care in first-episode psychosis. Early intervention in Psychiatry, 13(5), 12081213. doi:10.1111/eip.12756CrossRefGoogle ScholarPubMed
Lawrence, D., & Kisely, S. (2010). Inequalities in healthcare provision for people with severe mental illness. Journal of Psychopharmacology, 24(Suppl 4), 6168. doi:10.1177/1359786810382058CrossRefGoogle ScholarPubMed
Lee, S. W., Yang, J. M., Moon, S. Y., Yoo, I. K., Ha, E. K., Kim, S. Y., … Yon, D. K. (2020). Association between mental illness and COVID-19 susceptibility and clinical outcomes in South Korea: A nationwide cohort study. The Lancet. Psychiatry, 7(12), 10251031. doi:10.1016/s2215-0366(20)30421-1CrossRefGoogle ScholarPubMed
Li, L., Li, F., Fortunati, F., & Krystal, J. H. (2020). Association of a prior psychiatric diagnosis with mortality among hospitalized patients with coronavirus disease 2019 (COVID-19) infection. JAMA Network Open, 3(9), e2023282. doi:10.1001/jamanetworkopen.2020.23282CrossRefGoogle ScholarPubMed
Liu, L., Ni, S. Y., Yan, W., Lu, Q. D., Zhao, Y. M., Xu, Y. Y., … Lu, L. (2021). Mental and neurological disorders and risk of COVID-19 susceptibility, illness severity and mortality: A systematic review, meta-analysis and call for action. EClinical Medicine, 40, 101111. doi:10.1016/j.eclinm.2021.101111CrossRefGoogle ScholarPubMed
Manderbacka, K., Arffman, M., Suvisaari, J., Ahlgren-Rimpilainen, A., Lumme, S., Keskimaki, I., & Pukkala, E. (2017). Effect of stage, comorbidities and treatment on survival among cancer patients with or without mental illness. British Journal of Psychiatry, 211(5), 304309. doi:10.1192/bjp.bp.117.198952CrossRefGoogle ScholarPubMed
Maripuu, M., Bendix, M., Öhlund, L., Widerström, M., & Werneke, U. (2021). Death associated with coronavirus (COVID-19) infection in individuals with severe mental disorders in Sweden during the early months of the outbreak—An exploratory cross-sectional analysis of a population-based register study. Frontiers in Psychiatry, 11, 609579. doi: 10.3389/fpsyt.2020.609579.CrossRefGoogle ScholarPubMed
Mazereel, V., Van Assche, K., Detraux, J., & De Hert, M. (2021). COVID-19 vaccination for people with severe mental illness: Why, what, and how? The Lancet. Psychiatry, 8(5), 444450. doi:10.1016/S2215-0366(20)30564-2CrossRefGoogle ScholarPubMed
Nemani, K., Li, C., Olfson, M., Blessing, E. M., Razavian, N., Chen, J., … Goff, D. C. (2021). Association of psychiatric disorders with mortality among patients with COVID-19. JAMA Psychiatry, 394(10211), 18271835. doi:10.1001/jamapsychiatry.2020.4442Google Scholar
Nielsen, R. E., Banner, J., & Jensen, S. E. (2021). Cardiovascular disease in patients with severe mental illness. Nature Reviews Cardiology, 18(2), 136145. doi:10.1038/s41569-020-00463-7CrossRefGoogle ScholarPubMed
Nunez, A., Sreeganga, S. D., & Ramaprasad, A. (2021). Access to healthcare during COVID-19. International Journal of Environmental Research and Public Health, 18(6), 29802992. doi:10.3390/ijerph18062980.CrossRefGoogle ScholarPubMed
Partti, K., Vasankari, T., Kanervisto, M., Perälä, J., Saarni, S., Jousilahti, P., … Suvisaari, J. (2015). Lung function and respiratory diseases in people with psychosis: Population-based study. British Journal of Psychiatry, 207(1), 3745. doi:10.1192/bjp.bp.113.141937CrossRefGoogle ScholarPubMed
Plana-Ripoll, O., Pedersen, C. B., Agerbo, E., Holtz, Y., Erlangsen, A., Canudas-Romo, V., … Laursen, T. M. (2019). A comprehensive analysis of mortality-related health metrics associated with mental disorders: A nationwide, register-based cohort study. Lancet, 394(10211), 18271835. doi:10.1016/S0140-6736(19)32316-5CrossRefGoogle ScholarPubMed
Radhakrishnan, R., Kaser, M., & Guloksuz, S. (2017). The link between the immune system, environment, and psychosis. Schizophrenia Bulletin, 43(4), 693697. doi:10.1093/schbul/sbx057CrossRefGoogle ScholarPubMed
Rogers, J. P., Chesney, E., Oliver, D., Pollak, T. A., McGuire, P., Fusar-Poli, P., … David, A. S. (2020). Psychiatric and neuropsychiatric presentations associated with severe coronavirus infections: A systematic review and meta-analysis with comparison to the COVID-19 pandemic. The Lancet. Psychiatry, 7(7), 611627. doi:10.1016/S2215-0366(20)30203-0CrossRefGoogle ScholarPubMed
Salazar de Pablo, G., Vaquerizo-Serrano, J., Catalan, A., Arango, C., Moreno, C., Ferre, F., … Fusar-Poli, P. (2020). Impact of coronavirus syndromes on physical and mental health of health care workers: Systematic review and meta-analysis. Journal of Affective Disorders, 275, 4857. doi:10.1016/j.jad.2020.06.022CrossRefGoogle ScholarPubMed
Sanchez-Rico, M., Limosin, F., & Hoertel, N. (2022). Is a diagnosis of schizophrenia spectrum disorder associated with increased mortality in patients with COVID-19? American Journal of Psychiatry, 179(1), 7173. doi:10.1176/appi.ajp.2021.21020196CrossRefGoogle ScholarPubMed
Seligman, B., Ferranna, M., & Bloom, D. E. (2021). Social determinants of mortality from COVID-19: A simulation study using NHANES. PLoS Medicine, 18(1), e1003490. doi:10.1371/journal.pmed.1003490CrossRefGoogle ScholarPubMed
Siso-Almirall, A., Kostov, B., Mas-Heredia, M., Vilanova-Rotllan, S., Sequeira-Aymar, E., Sans-Corrales, M., … Benavent-Areu, J. (2020). Prognostic factors in Spanish COVID-19 patients: A case series from Barcelona. PLoS ONE, 15(8), e0237960. doi:10.1371/journal.pone.0237960CrossRefGoogle ScholarPubMed
Stubbs, B., Koyanagi, A., Veronese, N., Vancampfort, D., Solmi, M., Gaughran, F., … Correll, C. U. (2016). Physical multimorbidity and psychosis: Comprehensive cross sectional analysis including 242952 people across 48 low- and middle-income countries. BMC Medicine, 14(1), 189. doi:10.1186/s12916-016-0734-zCrossRefGoogle Scholar
Sweeney, S., Air, T., Zannettino, L., & Galletly, C. (2015). Psychosis, socioeconomic disadvantage, and health service use in south Australia: Findings from the second Australian national survey of psychosis. Frontiers in Public Health, 3, 259. doi:10.3389/fpubh.2015.00259CrossRefGoogle ScholarPubMed
Team, R. C. (2020). R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing,. Retrieved from http://www.R-project.org/.Google Scholar
Toubasi, A. A., AbuAnzeh, R. B., Tawileh, H. B. A., Aldebei, R. H., & Alryalat, S. A. S. (2021). A meta-analysis: The mortality and severity of COVID-19 among patients with mental disorders. Psychiatry Research, 299, 113856. doi:10.1016/j.psychres.2021.113856CrossRefGoogle ScholarPubMed
Vai, B., Mazza, M. G., Colli, C. D., Foiselle, M., Allen, B., Benedetti, F., … De Picker, L. J. (2021). Mental disorders and risk of COVID-19-related mortality, hospitalisation, and intensive care unit admission: A systematic review and meta-analysis. The Lancet. Psychiatry, 8(9), 797812. doi:10.1016/S2215-0366(21)00232-7.CrossRefGoogle ScholarPubMed
Walker, E. R., McGee, R. E., & Druss, B. G. (2015). Mortality in mental disorders and global disease burden implications: A systematic review and meta-analysis. JAMA Psychiatry, 72(4), 334341. doi:10.1001/jamapsychiatry.2014.2502CrossRefGoogle ScholarPubMed
Wang, Q., Xu, R., & Volkow, N. D. (2021). Increased risk of COVID-19 infection and mortality in people with mental disorders: Analysis from electronic health records in the United States. World Psychiatry, 20(1), 124130. doi:10.1002/wps.20806CrossRefGoogle ScholarPubMed
Wang, Q. Q., Kaelber, D. C., Xu, R., & Volkow, N. D. (2021). COVID-19 risk and outcomes in patients with substance use disorders: Analyses from electronic health records in the United States. Molecular Psychiatry, 26(1), 3039. doi:10.1038/s41380-020-00880-7CrossRefGoogle ScholarPubMed
World Health Organization(WHO). (1978). The international classification of diseases, 9th Revision, Clinical modification. 1978, commission on professional and hospital activities (8th ed.). Ann Arbor, Michigan: World Health Organization.Google Scholar
World Health Organization(WHO). (1993). The ICD-10 classification of mental and behavioural disorders. Genève, Switzerland: World Health Organization.Google Scholar
Yolken, R. (2021). COVID-19 and psychiatry: Can electronic medical records provide the answers? The Lancet. Psychiatry, 8(2), 8991. doi:10.1016/S2215-0366(20)30479-XCrossRefGoogle ScholarPubMed
Figure 0

Table 1. Sociodemographic and clinical characteristics of the sample (N = 157 246)

Figure 1

Table 2. Univariable and multivariable analysis for mortality risk among people who tested positive for COVID-19 (N = 157 246)

Figure 2

Table 3. Univariable and multivariable analysis for hospital admission among people who tested positive for COVID-19 (N = 157 246)

Figure 3

Table 4. Univariable and multivariable analysis for mortality risk among patients with COVID-19 who were admitted to hospital (N = 14 720)

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