Volume 21, Issue 2 pp. 248-271
Research Reports
Free Access

Mortality in people with schizophrenia: a systematic review and meta-analysis of relative risk and aggravating or attenuating factors

Christoph U. Correll

Christoph U. Correll

Department of Child and Adolescent Psychiatry, Charité Universitätsmedizin Berlin, Berlin, Germany

Department of Psychiatry, Zucker Hillside Hospital, Northwell Health, Glen Oaks, NY, USA

Department of Psychiatry and Molecular Medicine, Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA

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Marco Solmi

Marco Solmi

Department of Psychiatry, University of Ottawa, Ottawa, ON, Canada

Department of Mental Health, Ottawa Hospital, Ottawa, ON, Canada

Ottawa Hospital Research Institute (OHRI) Clinical Epidemiology Program, University of Ottawa, Ottawa, ON, Canada

School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada

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Giovanni Croatto

Giovanni Croatto

Mental Health Department, AULSS 3 Serenissima, Mestre, Venice, Italy

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Lynne Kolton Schneider

Lynne Kolton Schneider

WebMD Global LLC, London, UK

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S. Christy Rohani-Montez

S. Christy Rohani-Montez

WebMD Global LLC, London, UK

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Leanne Fairley

Leanne Fairley

WebMD Global LLC, London, UK

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Nathalie Smith

Nathalie Smith

WebMD Global LLC, London, UK

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István Bitter

István Bitter

Department of Psychiatry and Psychotherapy, Semmelweis University, Budapest, Hungary

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Philip Gorwood

Philip Gorwood

INSERM U1266, Institute of Psychiatry and Neurosciences of Paris (IPNP), Paris, France

GHU Paris Psychiatrie et Neurosciences (CMME, Sainte-Anne Hospital), Université de Paris, Paris, France

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Heidi Taipale

Heidi Taipale

Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden

Center for Psychiatry Research, Stockholm City Council, Stockholm, Sweden

Department of Forensic Psychiatry, University of Eastern Finland, Niuvanniemi Hospital, Kuopio, Finland

School of Pharmacy, University of Eastern Finland, Kuopio, Finland

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Jari Tiihonen

Jari Tiihonen

Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden

Center for Psychiatry Research, Stockholm City Council, Stockholm, Sweden

Department of Forensic Psychiatry, University of Eastern Finland, Niuvanniemi Hospital, Kuopio, Finland

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First published: 07 May 2022
Citations: 81

Abstract

People with schizophrenia die 15-20 years prematurely. Understanding mortality risk and aggravating/attenuating factors is essential to reduce this gap. We conducted a systematic review and random-effects meta-analysis of prospective and retrospective, nationwide and targeted cohort studies assessing mortality risk in people with schizophrenia versus the general population or groups matched for physical comorbidities or groups with different psychiatric disorders, also assessing moderators. Primary outcome was all-cause mortality risk ratio (RR); key secondary outcomes were mortality due to suicide and natural causes. Other secondary outcomes included any other specific-cause mortality. Publication bias, subgroup and meta-regression analyses, and quality assessment (Newcastle-Ottawa Scale) were conducted. Across 135 studies spanning from 1957 to 2021 (schizophrenia: N=4,536,447; general population controls: N=1,115,600,059; other psychiatric illness controls: N=3,827,955), all-cause mortality was increased in people with schizophrenia versus any non-schizophrenia control group (RR=2.52, 95% CI: 2.38-2.68, n=79), with the largest risk in first-episode (RR=7.43, 95% CI: 4.02-13.75, n=2) and incident (i.e., earlier-phase) schizophrenia (RR=3.52, 95% CI: 3.09-4.00, n=7) versus the general population. Specific-cause mortality was highest for suicide or injury-poisoning or undetermined non-natural cause (RR=9.76-8.42), followed by pneumonia among natural causes (RR=7.00, 95% CI: 6.79-7.23), decreasing through infectious or endocrine or respiratory or urogenital or diabetes causes (RR=3 to 4), to alcohol or gastrointestinal or renal or nervous system or cardio-cerebrovascular or all natural causes (RR=2 to 3), and liver or cerebrovascular, or breast or colon or pancreas or any cancer causes (RR=1.33 to 1.96). All-cause mortality increased slightly but significantly with median study year (beta=0.0009, 95% CI: 0.001-0.02, p=0.02). Individuals with schizophrenia <40 years of age had increased all-cause and suicide-related mortality compared to those ≥40 years old, and a higher percentage of females increased suicide-related mortality risk in incident schizophrenia samples. All-cause mortality was higher in incident than prevalent schizophrenia (RR=3.52 vs. 2.86, p=0.009). Comorbid substance use disorder increased all-cause mortality (RR=1.62, 95% CI: 1.47-1.80, n=3). Antipsychotics were protective against all-cause mortality versus no antipsychotic use (RR=0.71, 95% CI: 0.59-0.84, n=11), with largest effects for second-generation long-acting injectable anti­psychotics (SGA-LAIs) (RR=0.39, 95% CI: 0.27-0.56, n=3), clozapine (RR=0.43, 95% CI: 0.34-0.55, n=3), any LAI (RR=0.47, 95% CI: 0.39-0.58, n=2), and any SGA (RR=0.53, 95% CI: 0.44-0.63, n=4). Antipsychotics were also protective against natural cause-related mortality, yet first-generation antipsychotics (FGAs) were associated with increased mortality due to suicide and natural cause in incident schizophrenia. Higher study quality and number of variables used to adjust the analyses moderated larger natural-cause mortality risk, and more recent study year moderated larger protective effects of antipsychotics. These results indicate that the excess mortality in schizophrenia is associated with several modifiable factors. Targeting comorbid substance abuse, long-term maintenance antipsychotic treatment and appropriate/earlier use of SGA-LAIs and clozapine could reduce this mortality gap.

Schizophrenia is associated with one of the highest mortality risks of all psychiatric disorders1. While it is well recognized that individuals with this disorder die prematurely compared to the general population, reasons for the estimated life expectancy gap of 15-20 years are less clear2.

Modifiable risk factors reportedly associated with greater and earlier mortality in individuals with schizophrenia include poorer lifestyle behaviors, reduced access to physical care, frequent comorbid illnesses, and use – or lack thereof – of antipsychotic medications3, 4. However, it is unclear whether mortality risk changes in new-onset incident cases or evolves in established prevalent cases. A larger mortality gap has been reported in younger people, not only for suicide but also for physical health causes5.

In a nationwide study from Finland that compared 34,809-42,712 individuals with schizophrenia with 3,877,129-4,515,838 people from the general population between 1984 and 2014, the higher all-cause standardized mortality ratio for those with schizophrenia compared to the general population remained stable during the 30 years of follow-up (1984=2.6; 2014=2.7)6. However, in a Danish nationwide cohort study, the standardized mortality gap appeared to be increasing by 0.03 annually between 1995 and 20147.

There is growing evidence supporting the protective effect of antipsychotic treatment versus non-use of antipsychotics in people with schizophrenia8-10. Notably, although antipsychotics have been associated with adverse cardiometabolic effects that can increase the risk of cardiovascular death11-14 – which represents the largest absolute risk for mortality associated with schizophrenia15-19 – antipsychotic use versus non-use has not been associated with a greater risk of hospitalization for any physical disease (hazard ratio, HR=1.00, 95% CI: 0.98-1.03), including cardiovascular disorders (HR=1.00, 95% CI: 0.92-1.07)10. Rather, antipsychotic use versus non-use has been associated with a significantly decreased risk for death from cardiovascular illness in individuals with schizophrenia (HR=0.62, 95% CI: 0.57-0.67)10.

This apparent paradox has been explained by healthier lifestyle behaviors, less psychosis-related stress/cortisol increase, and better help-seeking behaviors in antipsychotic-treated individuals. Recently, adherence versus non-adherence to antipsychotics has also been associated with decreased discontinuation risk of antidiabetics (adjusted hazard ratio, aHR=0.56, 95% CI: 0.47-0.66), statins (aHR=0.61, 95% CI: 0.53-0.70), anti-hypertensives (aHR=0.63, 95% CI: 0.56-0.71), and beta-blockers (aHR=0.79, 95% CI: 0.73-0.87) in within-subject analyses20.

Additionally, among antipsychotic medications, differential risk attenuation of mortality risk in individuals with schizophrenia has been described8-10. For example, a Swedish prospective nationwide study on a register-based cohort followed for a median of 5.7 years reported an approximately 33% reduced mortality risk among individuals who received long-acting injectable antipsychotics (LAIs) compared with equivalent oral antipsychotics9. This greater protective effect of LAIs versus oral antipsychotics was substantiated in a Taiwanese nationwide cohort study with a median of 14 years of follow-up, which reported a 34% decreased all-cause mortality risk with LAIs, with an even stronger protective effect (i.e., 47% decreased mortality risk) in subjects switched to an LAI within the first two years of diagnosis of schizophrenia8.

Finally, use of clozapine, one of the agents with the highest cardiometabolic risk burden21, 22, has also been associated with decreased all-cause mortality risk, such as in a Finnish nationwide database study with a median of 14.1 years of follow-up, where all-cause mortality was reduced by 61% and cardiovascular death risk was decreased by 45% versus non-use of antipsychotics10. Consistent with the previously noted association between antipsychotic use and adherence to cardiometabolic treatments, clozapine was associated with the largest reduction among all second-generation antipsychotics (SGAs) regarding discontinuation of statins, antidiabetics and beta-blockers20.

Increased mortality in individuals with schizophrenia appears to be associated to a large degree with comorbid physical conditions and unhealthy lifestyle behaviors. These individuals have higher rates of cardiovascular risk factors than the general population, including (components of) metabolic syndrome13 and diabetes14, as well as sedentary behavior2 and smoking23, yet are less likely to receive education regarding smoking cessation and may not receive preventive or acute care for comorbid illnesses comparable to patients without schizophrenia24-27. Moreover, in addition to increased cardiovascular risk factors, individuals with schizophrenia also receive lower quality of care for cardiovascular disease28.

The role of antipsychotics in specific-cause mortality in schizophrenia has not been definitively clarified, and there is still an ongoing debate regarding whether antipsychotic agents reduce overall mortality largely due to decreasing suicide-related mortality risk, while tending to increase natural-cause mortality risk owing to their adverse impact on cardiac repolarization, body weight and other cardiometabolic risk factors4, 29, 30, a risk that may be aggravated in older age31.

To the best of our knowledge, there has been no large-scale, comprehensive meta-analysis that has included several control groups, most relevant specific causes of mortality and antipsychotic treatments, as well as an analysis of factors aggravating or attenuating mortality in individuals with schizophrenia. Most of the prior meta-analyses included fewer than 30 studies. Many studies focused either on one specific causative factor (such as suicide, cardiovascular disease, or use of specific antipsychotic agents) or included schizophrenia among other severe mental illnesses.

To fill this gap, we performed a systematic review and meta-analysis examining risk of all-cause and specific-cause mortality in individuals with schizophrenia versus several control groups, as well as factors associated with increased or attenuated mortality risk in these persons, focusing also on representativeness of the sample, study quality and time trends.

METHODS

Search methods for identification of studies

We conducted a PRISMA 2020-compliant systematic review32 searching Medline, PubMed and PsycINFO until September 9, 2021, using the search key (schizophrenia AND (mortal* OR death* OR fatal*)) NOT (animals [mesh] NOT humans [mesh]), and complemented it with manual search. The PRISMA 2020 checklist and abstract checklist are provided in the supplementary information.

Study eligibility criteria

Peer-reviewed publications of a cohort study (prospective or retrospective; nationwide or not) were eligible. We included only studies in which ≥70% of the participants had a diagnosis of schizophrenia and in which a minimum of 100 patients with this diagnosis were recruited. Publications had to include quantified reporting – e.g., odds ratio (OR), risk ratio (RR), HR, or raw numbers – of the relationship between schizophrenia diagnosis versus control group and any type of mortality. When a risk or protective factor was present that defined a subgroup of people with schizophrenia, such as cardiac illness or diabetes or substance use disorder comorbidity, only studies where the schizophrenia and control group were matched on that risk or protective factor were included.

We excluded non-cohort studies, such as case-control studies, reviews, meta-analyses and systematic reviews. Publications were also excluded if they did not provide mortality data, quantitative data, or if the data were not meta-analyzable. Publications that contained non-peer-reviewed data (such as proceedings, poster abstracts or posters) were not considered. No language or time restrictions were applied.

Four independent raters (GC, LKS, MS, NS) selected studies and extracted outcome data as well as information on potential effect modifiers. The Newcastle-Ottawa Scale33 was used to classify quality/risk of bias. When discrepancies occurred, a further rater (CUC) was consulted. Original study authors were contacted to provide missing data.

Outcomes

The primary outcome was RR of all-cause mortality in individuals with schizophrenia versus any control group. Key secondary outcomes were mortality due to suicide and natural causes. Additional secondary outcomes included other specific-cause mortality.

Analyses examined incident plus prevalent cohorts together and either prevalent or incident cohorts separately. Prevalent cases include all individuals living with schizophrenia within a specified timeframe, regardless of when the person was diagnosed with or developed the condition. Incident cases encompass all individuals who are newly identified within the period of observation as having schizophrenia, or all new cases of schizophrenia. Control groups consisted of the general population, regardless of underlying comorbid physical diseases (from here on, “general population”), or control samples matched by physical disease. Patients with schizophrenia were compared with both control populations combined, and with each one separately, whenever possible.

Extraction methodology

Whenever results for different degrees of adjustment of RR were presented, we always used the result that was adjusted for the largest number of variables. Whenever data for both prevalent and incident cohorts were presented, we extracted both. For studies where data were only presented graphically, we extracted the data from the respective figures. For studies that only provided data on the point estimates but did not include the standard deviation or 95% CI, we imputed the 95% CI as the mean of all studies with the available data.

Whenever only raw mortality data were reported, we calculated the mortality ratio by dividing the mortality rate for schizophrenia subjects by the rate for controls. When authors presented data by narrow or broad definitions, we picked the broad definition, to be more conservative and include as many potential deaths as possible. Whenever data on samples overlapping by at least 50% were reported in different publications, we used the data including 95% CIs from the larger sample.

Whenever a subgroup of patients with schizophrenia with a specific condition was the subject of a study (for example, schizophrenia with type 2 diabetes mellitus), the control group had to have that same condition. Whenever the exact number of the control group was not specified, but rather the group was defined by a region, state or country, we took the size of that population at the midpoint of the study period. When the sample size of the control group in subgroup analyses was not specified, we imputed it by applying the same ratio of the group with schizophrenia (e.g., same male to female ratio). In representative studies, if the control group was not provided, we extracted data from census sources matching the time of study.

Data analysis

We conducted a random-effects meta-analysis34 and calculated the RR of primary and secondary outcomes. Given that the outcome of interest, mortality, is rare (i.e., less than 10%), and that all included studies used the same design and evaluated the same population of interest, we pooled ORs, RRs, HRs and standardized mortality ratios. When an association measure was not available, we used the raw data (i.e., number of events and sample sizes in schizophrenia and control groups) and calculated the unadjusted RR. When both adjusted and unadjusted effect sizes were available, we prioritized adjusted ones.

I2 was used to measure heterogeneity35, and Egger's test to assess publication bias36. When Egger's test revealed publication bias (i.e., p<0.1), we conducted trim and fill analyses, and calculated the fail-safe number37.

Sources of heterogeneity were explored with meta-regression, sensitivity and subgroup analyses. Random-effects meta-regression analyses were conducted with follow-up time, median study year, number of variables adjusted for, mean age, gender, and sample size as moderator variables. Sensitivity analyses were conducted in studies comparing schizophrenia with the general population, and in studies matching control groups by underlying physical conditions, as well as in incident and prevalent schizophrenia samples. Subgroup analyses were also conducted by use of nationwide versus more restricted samples, Newcastle-Ottawa Scale quality score, adjustment of results, mean age of the sample, incident or prevalent sample, and antipsychotic class prescribed. We chose to analyze the effect of treatment with antipsychotics using subgroups (by class or formulation or specific medication) as the unit of analysis, instead of using the pooled result of the overall study as the unit of analysis, since a single study might have reported on several different antipsychotic subgroups. Comprehensive Meta Analysis Version 2.0 was used for all analyses.

RESULTS

Search results

An initial search retrieved 8,345 abstracts; removal of duplicates resulted in 6,390 abstracts for review. Of these, a total of 135 studies5-10, 38-166 were included, after excluding 463 articles upon full text assessment (see Figure 1, Table 1 and supplementary information). We ultimately included 4,536,447 individuals with schizophrenia who were compared with 1,115,600,059 control subjects from the general population.

Details are in the caption following the image
PRISMA flow chart. RCT – randomized controlled trial
Table 1. Included studies reporting on risk of all-cause and specific-cause mortality in schizophrenia versus control group, and on mitigating/risk factors
Country Years Comparison Incident/ prevalent Number of patients Number of controls Mortality outcomes NOS
Alleback & Wistedt38 Sweden 1971-1981 Schizophrenia vs. general population P 1,190 16,902 All-cause, suicide, various specific causes, undetermined 9
Amaddeo et al39 Italy 1982-1991 Schizophrenia vs. general population P 3,172 153,352 All-cause 9
Attar et al40 Denmark 1995-2013 Schizophrenia vs. general population P 726 2,178 Cardio-cerebrovascular 9
Bagewadi et al41 India 2009-2011 Schizophrenia vs. general population P 325 NA All-cause 9
Berardi et al42 Italy 2008-2017 Schizophrenia vs. general population P 7,940 4,250,075 All-cause, natural, various specific causes 9
Bitter et al5 Hungary 2005-2013 Schizophrenia vs. general population P 65,165 390,599 All-cause 9
Black & Fisher43 US 1970-1988 Schizophrenia vs. general population P 356 2,869,448 All-cause, natural, undetermined 9
Bouza et al44 Spain 2004-2004 Schizophrenia vs. general population P 16,776 3,951,000 All-cause 9
Bralet et al45 France 1991-1999 Schizophrenia vs. general population P 150 552,303 All-cause 8
Brown et al46 UK 1981-2006 Schizophrenia vs. general population P 370 24,328,853 All-cause, suicide, natural, various specific causes, undetermined 9
Buda et al47 US 1934-1974 Schizophrenia vs. general population P 332 NA Suicide, natural, various specific causes, undetermined 9
Castagnini et al48 Denmark 1995-2008 Schizophrenia vs. general population I 4,576 3,565,833 All-cause, suicide, natural, various specific causes, undetermined 9
Chan et al49 Hong Kong 2006-2016 Schizophrenia vs. general population I 3,105 13,545 Natural, various specific causes 9
Chen et al50 Taiwan 2000-2016 Schizophrenia vs. general population P 170,322 22,710,322 Cardiovascular 9
Chen et al51 Taiwan 1999-2010 Schizophrenia vs. general population P 7,531 22,547,531 All-cause 9
Chen et al52 Taiwan 1998-2004 Schizophrenia vs. general population I 5,515 24,238 All-cause, natural, undetermined 9
Cheng et al53 Taiwan 1998-2008 Schizophrenia vs. general population P 2,457 22,561,450 All-cause, natural, various specific causes, undetermined 9
Crump et al54 Sweden 2001-2008 Schizophrenia vs. general population P 25,359 6,908,922 All-cause, injury, other 9
Curkendall et al55 Canada 1994-1998 Schizophrenia vs. general population P 3,022 13,110 All-cause, natural 8
Daumit et al56 US 1992-2001 Schizophrenia vs. general population P 2,303 5,171,640 Cardiovascular 8
Dickerson et al57 US 1999-2009 Schizophrenia vs. general population P 517 2,448,017 Natural 7
Dickerson et al58 US 1999-2012 Schizophrenia vs. general population P 710 182,165,000 Natural 9
Enger et al59 US 1995-1999 Schizophrenia vs. general population P 1,920 11,520 All-cause, natural, cardiovascular 9
Fors et al60 Sweden 1991-2000 Schizophrenia vs. general population P 255 1,530 All-cause, natural, cardiovascular, undetermined 9
Gatov et al61 Canada 1993-2012 Schizophrenia vs. general population P 34,338 8,793,478 All-cause 9
Girardi et al62 Italy 2008-2018 Schizophrenia vs. general population P 12,196 9,787,004 Suicide, natural, various specific causes 9
Guan et al63 The Netherlands 1999-2007 Schizophrenia vs. general population P 4,590 23,062 All-cause, suicide, natural, other 9
Haugland et al64 US 1975-1978 Schizophrenia vs. general population P 351 NA All-cause 9
Hayes et al65 UK 2000-2014 Schizophrenia vs. general population P 22,497 241,884 All-cause, suicide, cardiovascular 9
Heila et al66 Finland 1980-1996 Schizophrenia vs. general population P 58,761 7,314,595 All-cause, suicide 9
Hellemose et al67 Denmark 1970-2011 Schizophrenia vs. general population I 17,530 5,389,084 Other 9
Hennessy et al68 US 1993-1996 Schizophrenia vs. general population P 136,927 29,086 Cardiovascular 7
Hewer & Rössler69 Germany 1984-1986 Schizophrenia vs. general population P 8,927 61,057,927 All-cause, suicide, natural 9
Kilbourne et al70 US 1999-2006 Schizophrenia vs. general population P 22,817 38,859 Cardiovascular 9
Kim et al71 Korea 2002-2013 Schizophrenia vs. general population I 9,387 1,025,340 All-cause 9
Kiviniemi et al72 Finland 1995-2001 Schizophrenia vs. general population I 7,591 5,120,000 All-cause, suicide, natural, various specific causes, undetermined 9
Kredentser et al73 Canada 1999-2008 Schizophrenia vs. general population P 9,038 978,128 All-cause, suicide, natural, various specific causes 9
Kugathasan et al74 Denmark 1995-2015 Schizophrenia vs. general population P 30,210 5,432,821 All-cause, natural, various specific causes 9
Kugathasan et al75 UK 2013-2017 Schizophrenia vs. general population P 36,425 218,297 Various specific causes 9
Kurdyak et al76 Canada 2007-2010 Schizophrenia vs. general population I 13,385 12,851,821 All-cause, suicide, injury, other 9
Lahti et al77 Finland 1969-2004 Schizophrenia vs. general population I 204 12,735 Cardio-cerebrovascular 9
Laursen et al78 Denmark, ­Finland, Sweden 2000-2007 Schizophrenia vs. general population P 66,088 19,691,360 All-cause, natural, cardio-cerebrovascular, undetermined 9
Laursen et al79 Denmark 1992-2006 Schizophrenia vs. general population P 30,614 8,999,225 Cardiovascular 9
Laursen et al80 Denmark 1995-2007 Schizophrenia vs. general population P 16,079 4,873,115 Natural 9
Lomholt et al7 Denmark 1995-2014 Schizophrenia vs. general population P 38,500 6,176,414 All-cause 9
Luo et al81 China 2007-2010 Schizophrenia vs. general population P 2,071 1,909,205 All-cause 9
Meesters et al82 The Netherlands 2008-2012 Schizophrenia vs. general population P 157 25,788 All-cause 9
Mortensen & Juel83 Denmark 1957-1986 Schizophrenia vs. general population P 6,178 2,494,178 All-cause, suicide, natural, various specific causes 6
Mortensen & Juel84 Denmark 1970-1987 Schizophrenia vs. general population I 9,156 5,131,156 All-cause, suicide, natural, various specific causes 6
Newman & Bland85 Canada 1976-1985 Schizophrenia vs. general population P 3,623 4,479,623 All-cause, suicide, natural, various specific causes 6
Nielsen et al86 Denmark 1980-2010 Schizophrenia vs. general population P 14,974 1,326,393 All-cause 9
Olfson et al87 US 2001-2007 Schizophrenia vs. general population I 1,138,853 173,699,853 All-cause, suicide, natural, various specific causes 9
Olfson et al88 US 2007-2016 Schizophrenia vs. general population P 668,836 311,580,000

Suicide, other non-natural

9
Ösby et al89 Sweden 1973-1995 Schizophrenia vs. general population I 7,784 1,792,216 All-cause, suicide, natural, various specific causes, undetermined 9
Pan et al90 Taiwan 2001-2016 Schizophrenia vs. general population P 170,322 23,000,000 Suicide, other non-natural 9
Pan et al91 Taiwan

2005-2008

2010-2013

Schizophrenia vs. general population P

95,632

104,561

2,292,000

229,200

All-cause, suicide, natural, various specific causes 9
Phillippe et al92 France 1993-2002 Schizophrenia vs. general population P 3,470 33,264,661 All-cause, natural 6
Phillips et al93 China 1995-1999 Schizophrenia vs. general population P 102 19,121 Suicide, natural 9
Ran et al94 China 1994-2004 Schizophrenia vs. general population P 500 123,562 All-cause, suicide, injury, natural 9
Ruschena et al95 Australia 1995-1995 Schizophrenia vs. general population P 25,202 35,361,211 All-cause, suicide, injury, natural, undetermined 7
Talaslahti et al96 Finland 1992-2008 Schizophrenia vs. general population P 9,461 1,891,543 All-cause, suicide, natural, various specific causes 9
Tanskanen et al5 Finland

1984

1994

2014

Schizophrenia vs. general population P 159,858 16,701,991 Suicide, natural, cardiovascular, other 9
Teferra et al97 Ethiopia 2001-2005 Schizophrenia vs. general population P 307 68,685 All-cause 9
Tenback et al98 The Netherlands 2006-2008 Schizophrenia vs. general population P 7,415 105,141 All-cause 9
Tokuda et al99 Japan 1987-2004 Schizophrenia vs. general population P 1,108 190,157 All-cause 9
Tornianen et al100 Sweden 2006-2010 Schizophrenia vs. general population I 48,441 1,032,760 All-cause, suicide, various specific causes 9
Tran et al101 France 1993-2003 Schizophrenia vs. general population P 3,434 3,434 Cardiovascular 9
Westman et al102 Sweden 1987-2010 Schizophrenia vs. general population P 46,911 10,678,728 All-cause, suicide, injury, cardio-cerebrovascular, other 9
Wood et al103 US 1972-1976 Schizophrenia vs. general population P 8,779 235,558 All-cause 9
Yung et al104 China 2006-2016 Schizophrenia vs. general population P 817 8,987 All-cause, cerebrovascular 9
Yung et al105 Hong Kong 2006-2016 Schizophrenia vs. general population P 46,896 7,500,000 All-cause, various specific causes 9
Zilber et al106 Israel 1978-1983 Schizophrenia vs. general population P 9,282 NA All-cause, suicide, natural, various specific causes 9
Attar et al107 Sweden 2000-2018 Schizophrenia vs. general population with acute myocardial infarction P 1,008 285,325 All-cause 9
Babidge et al108 Australia 1988-1998 Schizophrenia vs. no schizophrenia homeless P 455 708 All-cause 9
Bodén et al109 Sweden 1997-2010 Schizophrenia vs. general population with acute myocardial infarction P 541 209,592 All-cause, cardiovascular 9
Bradford et al110 US 2001-2005 Schizophrenia vs. general population with lung cancer P 835 34,644 All-cause 9
Chan et al111 Hong Kong 2001-2016 Schizophrenia vs. general population with diabetes mellitus P 6,991 75,673 All-cause, diabetes mellitus 9
Chong et al112 Singapore 2000-2006 Schizophrenia with vs. without tardive dyskinesia P 241 561 All-cause, natural, various specific causes 9
Chou et al113 Taiwan 2000-2008 Schizophrenia vs. no schizophrenia with cancer P 1,131 6,377 All-cause 9
Chou et al114 Taiwan 2000-2008 Schizophrenia vs. general population with pneumonia P 6,040 13,878 All-cause 9
Closson et al115 Canada 1998-2012 Schizophrenia vs. general population with HIV P 835 13,331 All-cause 9
Crump et al116 Sweden 2003-2009 Schizophrenia vs. general population with ischemic heart disease or cancer P 8,277 6,097,834 All-cause 9
Druss et al117 US 1994-1995 Schizophrenia vs. general population with acute myocardial infarction P 161 88,241 All-cause 9
Fleetwood et al118 UK 1991-2014 Schizophrenia vs. no schizophrenia with acute myocardial infarction P 923 235,310 Cardiovascular 9
Fond et al119 France 2020-2020 Schizophrenia vs. general population with COVID P 823 50,750 COVID 9
Guerrero Fernandez de Alba et al120 Spain 2012-2015 Schizophrenia vs. general population with diabetes mellitus P 931 52,266 All-cause 9
Hauck et al121 Canada 2008-2015 Schizophrenia vs. general population with myocardial infarction P 1,145 108,610 All-cause 9
Jeon et al122 Korea 2019-2020 Schizophrenia vs. general population with COVID P 159 2,976 COVID 9
Kang et al123 Taiwan 2002-2004 Schizophrenia vs. general population with stroke P 485 2,910 Cerebrovascular 9
Kapral et al124 Canada 2002-2017 Schizophrenia vs. no schizophrenia with stroke P 612 52,473 Cerebrovascular, other 9
Kershenbaum et al125 UK 2013-2019 Schizophrenia vs. anxiety disorders P 238 1,115 All-cause 9
Kugathasan et al126 Denmark 1995-2015 Schizophrenia vs. general population with myocardial infarction P 631 101,510 All-cause 9
Kurdyak et al127 Canada 2002-2006 Schizophrenia vs. general population with acute myocardial infarction P 842 71,668 Cardiovascular 9
Laursen et al128 Denmark 1998-2008 Schizophrenia vs. general population with stroke P 3,660 877,507 All-cause, cardiovascular, undetermined 9
Liao et al129 Taiwan 2004-2007 Schizophrenia vs. general population with surgery P 8,967 44,835 Other 9
Mohamed et al130 US 2004-2014 Schizophrenia vs. other severe mental illness vs. no severe mental illness with myocardial infarction P 23,582 6,322,796 Cardiovascular 9
Shen et al131 Taiwan 2005-2007 Schizophrenia vs. general population in intensive care unit P 203 2,239 All-cause 9
Sögaard et al132 Denmark 2000-2015 Schizophrenia vs. general population with atrial fibrillation P 534 2,552,772 Cardiovascular 9
Toender et al133 Denmark 1999-2017 Schizophrenia vs. general population with diabetes mellitus P 1,004 184,470 All-cause, diabetes mellitus, other 9
Tsai et al134 Taiwan 1999-2008 Schizophrenia vs. general population with stroke P 1,377 4,329 All-cause 9
Tsai et al135 Taiwan 1999-2010 Schizophrenia vs. general population with osteoporotic fractures P 30,335 151,675 All-cause 9
Tzur Bitan et al136 Israel 2020-2021 Schizophrenia vs. no schizophrenia with COVID P 25,539 51,078 COVID 8
Wellejus Albertsen et al137 Denmark 2000-2013 Schizophrenia vs. general population with acute myocardial infarction P 1,160 36,685 Cardiovascular 9
Alaräisänen et al138 Finland 1997-2005 Schizophrenia vs. other mental disorder I 100 422 Suicide 9
Dickerson et al139 US 1999-2018 Schizophrenia vs. bipolar disorder or major depressive disorder P 861 1,745 Natural 9
Hayes et al140 UK 2007-2010 Schizophrenia vs. bipolar disorder P 4,270 6,109 All-cause 9
Kodesh et al141 Israel 2002-2012 With vs. without very late onset schizophrenia P 329

94,120

All-cause 9
Chen et al142 Taiwan 1998-2008 Schizophrenia on SGA vs. FGA I 812 1,624 All-cause 9
Cho et al143 UK 2008-2015 TRS with vs. without clozapine TRS 1,025 2,817 All-cause 9
Cullen et al144 US 1994-2004 Schizophrenia with or without annual antipsychotic continuity P 2,132 - All-cause, suicide, cardiovascular 9
Dickerson et al145 US 1999-2004 Schizophrenia with vs. without Toxoplasma P 358 - Natural 9
Fontanella et al146 US 2006-2013 Schizophrenia with vs. ­without benzodiazepines with or without ­antipsychotics P 5,212 32,694 All-cause, suicide, natural 9
Funayama et al147 Japan 1999-2016 Schizophrenia with vs. without catatonia P 140 1,710 All-cause 9
Hayes et al148 UK 2007-2011 TRS with vs. without clozapine TRS 617 9,437 All-cause 9
Hjorthoj et al149 Denmark 1969-2013 Schizophrenia with vs. without substance use disorder P 29,549 41,470 All-cause, suicide, various specific causes 9
Horsdal et al150 Denmark 2000-2012 Schizophrenia with vs. without abnormal C-reactive protein or white blood cell levels I 208 1,025 All-cause 9
Huang et al8 Taiwan 2002-2017 Schizophrenia with oral vs. LAI antipsychotic I 2,614 2,614 Suicide, natural 9
Kadra et al151 UK 2007-2014 Schizophrenia vs. bipolar disorder P 5,896 7,782 All-cause 9
Kiviniemi et al152 Finland 1998-2003 First-episode schizophrenia with or without antipsychotics I 5,266 6,713 All-cause, suicide, cardiovascular 9
Kugathasan et al153 Denmark 1980-2015 Schizophrenia with vs. without physical health multimorbidity P 9,775 1,798 All-cause 9
Lahteenvuo et al154

Finland,

Sweden

1972-2007

2006-2016

Schizophrenia with vs. without substance use disorder P

8,110

4,514

30,860

14,616

Suicide, injury, natural 9
Liu et al155 China 2006-2010 Schizophrenia vs. other mental disorders P 7,628 3,810,782 All-cause 9
Oh et al156 Korea 2003-2017 Schizophrenia with vs. without antipsychotics P 77,139 86,923 All-cause, suicide, various specific causes 9
Pridan et al157 Israel 2007-2012 TRS with vs. without clozapine TRS 43 527 All-cause 9
Ran et al158 China 1994-2015 Men vs. women and older vs. younger people with schizophrenia P 510 123,062 All-cause, suicide, natural, other 9
Strom et al159 Multicountry 2002-2006 Schizophrenia on ziprasidone vs. olanzapine P 9,077 18,154 All-cause, suicide, cardiovascular, other 9
Strømme et al160 Norway 2005-2014 Schizophrenia with vs. without antipsychotics P 101 696 All-cause 9
Stroup et al161 US 2001-2009 TRS with vs. without clozapine TRS 3,123 6,246 All-cause 9
Taipale et al9 Sweden 2006-2013 Schizophrenia with vs. without antipsychotics

P

I

34,426 - All-cause 9
Taipale et al10 Finland 1996-2015 Schizophrenia with vs. without antipsychotics

P

I

62,250 - All-cause, suicide, cardiovascular 9
Tang et al162 Taiwan 2001-2015 Schizophrenia on oral vs. LAI antipsychotics P 58,615 87,247 Cardiovascular 9
Taub et al163 Israel 2012-2014 Schizophrenia on clozapine with vs. without physical illness P 2,406 1,817 All-cause 9
Tiihonen et al164 Finland 2000-2007 Schizophrenia with vs. without antipsychotics, antidepressants or benzodiazepines I 2,192 2,588 All-cause 9
Wimberley et al165 Denmark 1996-2013 TRS with vs. without clozapine TRS 1,372 2,370 All-cause, suicide, natural, other 9
Wu & Shur-Fen Gau166 Taiwan 2001-2012 Schizophrenia with vs. without antipsychotics or benzodiazepines P 32,512 68,718 All-cause 9
  • NOS – Newcastle-Ottawa Scale, I – incident, P – prevalent, TRS – treatment-resistant schizophrenia, NA – not available, SGA – second generation antipsychotic, FGA – first generation antipsychotic, LAI – long-acting injectable antipsychotic

Studies compared subjects with schizophrenia (N=3,494,716) versus the general population (N=1,097,856,754) (n=72); schizophrenia subjects (N=29,616) versus general population groups matched for physical comorbidities (N=17,733,923) (n=30); and schizophrenia individuals (N=19,011) versus groups with other mental disorders (N=3,827,955) (n=6). Additionally, 27 studies (N=994,273) investigated the association between present/absent risk/protective factors and mortality within two groups of subjects with schizophrenia.

Studies were conducted in the US (n=20), Denmark (n=19), Taiwan (n=17), Sweden (n=10), Finland (n=9), Canada (n=9), the UK (n=9), China (n=6), Israel (n=5), France (n=4); 3 each in Italy, Hong Kong, the Netherlands, Korea, or multiple countries; 2 each in Australia, Japan and Spain; and one each in Ethiopia, Germany, Hungary, India, Norway and Singapore.

There were 22 (16.3%) prospective and 113 (83.7%) retrospective cohort studies, with 85 (63.0%) being nationwide database studies. Study periods ranged from 1957 to 2021.

Nearly one-third of the studies (32.6%) included in the meta-analysis did not report an age range. When an age range was provided, 23 studies (17.0%) reported the minimal age as >15 years and another 22 studies (16.3%) used >18 years. The remaining 46 studies listed widely heterogeneous age ranges, with upper and lower extremes ranging from 10 to 109 years old.

Altogether, 20 studies (14.8%) exclusively or also included incident (i.e., earlier-phase) cases with schizophrenia, two studies (1.5%) included first-episode patients, and five studies (3.7%) focused on treatment-resistant schizophrenia. Regarding outcomes, 49 studies (36.3%) only reported on all-cause mortality, 25 (18.5%) only on a specific cause of mortality, and 63 (46.7%) on both (see Table 1).

Primary outcome: all-cause mortality

Across 79 studies, schizophrenia was associated with significantly higher all-cause mortality as compared with any control group (RR=2.52, 95% CI: 2.38-2.68, I2=99.7%) (see Table 2). Patients with schizophrenia had substantially higher all-cause mortality versus the general population (RR=2.94, 95% CI: 2.75-3.13, I2=99.7%, n=57) (see Table 2 and Figure 2). The association was the highest in two studies specifically including individuals with first-episode schizophrenia (RR=7.43, 95% CI: 4.02-13.75, I2=93.0%), and significantly higher in incident than prevalent schizophrenia (RR=3.52, 95% CI: 3.09-4.00, I2=97.1%, n=7 vs. RR=2.86, 95% CI: 2.62-3.12, I2=99.67, n=50, p=0.009) (see Table 2, Figures 3, 4 and supplementary information).

Table 2. All-cause and cause-specific mortality risk in schizophrenia versus control groups
Incident/prevalent N. studies Risk ratio 95% CI p I2 Egger's p
All-cause mortality
Schizophrenia vs. any other population I + P 79 2.523 2.377-2.678 0.000 99.7 0.001
P 72 2.432 2.253-2.626 0.000 99.591 0.690
First-episode schizophrenia vs. general population I 2 7.433 4.017-13.754 0.000 92.965 NA
Schizophrenia vs. general population I + P 57 2.938 2.753-3.135 0.000 99.733 0.050
I 7 3.516 3.092-3.998 0.000 97.114 0.840
P 50 2.859 2.622-3.117 0.000 99.669 0.360
Schizophrenia vs. no schizophrenia (all matched) P 22 1.664 1.425-1.943 0.000 97.226 0.530
Schizophrenia vs. no schizophrenia (matched for acute myocardial infarction) P 6 1.821 1.491-2.224 0.000 83.146 0.840
Schizophrenia vs. no schizophrenia (matched for diabetes ­mellitus) P 4 1.913 1.082-3.380 0.026 99.414 0.500
Schizophrenia vs. no schizophrenia (matched for stroke) P 2 1.351 1.219-1.498 0.000 0.000 NA
Schizophrenia vs. other mental disorder I + P 5 2.130 0.648-7.002 0.213 99.349 0.110
P 5 2.130 0.648-7.002 0.213 99.349 0.110
Schizophrenia vs. bipolar disorder P 3 1.257 1.031-1.533 0.023 25.362 0.210
Schizophrenia with vs. without substance use disorder P 3 1.625 1.467-1.799 0.000 57.443 0.680
Mortality due to suicide
Schizophrenia vs. general population I + P 28 9.764 7.598-12.549 0.000 99.478 0.030
I 5 12.654 5.245-30.530 0.000 99.802 0.050
P 23 9.281 7.311-11.782 0.000 98.793 0.680
Mortality due to natural cause
Schizophrenia vs. any other population I + P 59 1.996 1.851-2.153 0.000 99.464 0.020
P 53 1.967 1.793-2.158 0.000 99.201 0.040
Schizophrenia vs. general population I + P 44 2.162 1.985-2.355 0.000 99.571 0.004
I 6 2.149 1.861-2.481 0.000 94.602 0.270
P 38 2.154 1.961-2.367 0.000 99.182 0.140
Schizophrenia vs. no schizophrenia (all matched) P 16 1.565 1.346-1.821 0.000 94.001 0.030
Schizophrenia vs. no schizophrenia (matched for acute ­myocardial infarction) P 5 1.659 1.238-2.223 0.001 96.379 0.070
Mortality due to cardio-cerebrovascular diseases
Schizophrenia vs. any other population I + P 30 2.028 1.678-2.452 0.000 99.470 0.020
Schizophrenia vs. general population I + P 28 2.099 1.797-2.451 0.000 99.008 0.001
I 4 3.470 1.792-6.719 0.000 97.883 0.570
P 24 1.984 1.729-2.275 0.000 97.690 0.210
Schizophrenia vs. no schizophrenia (all matched) P 2 1.329 0.907-1.946 0.144 97.625 NA
Mortality due to cardiovascular diseases
Schizophrenia vs. any other population I + P 25 2.089 1.764-2.474 0.000 99.289 0.020
P 20 1.963 1.653-2.331 0.000 98.841 0.220
Schizophrenia vs. general population I + P 19 2.205 1.824-2.666 0.000 99.412 0.050
I 5 2.701 1.802-4.050 0.000 98.514 0.250
P 14 2.058 1.680-2.522 0.000 99.120 0.370
Schizophrenia vs. no schizophrenia (all matched) P 7 1.855 1.392-2.473 0.000 91.665 0.480
Schizophrenia vs. no schizophrenia (matched for acute ­myocardial infarction) P 4 1.847 1.515-2.252 0.000 73.575 0.360
Mortality due to cerebrovascular diseases
Schizophrenia vs. any other population I + P 16 1.458 1.168-1.822 0.001 97.435 0.090
P 11 1.386 0.993-1.936 0.055 98.027 0.260
Schizophrenia vs. general population I + P 13 1.598 1.250-2.042 0.000 97.748 0.220
I 5 1.764 1.357-2.292 0.000 72.580 0.090
P 8 1.583 1.062-2.359 0.024 98.505 0.490
Schizophrenia vs. no schizophrenia (all matched) P 3 0.972 0.520-1.817 0.929 91.905 0.240
Schizophrenia vs. no schizophrenia (matched for stroke) P 2 0.724 0.173-3.038 0.659 95.719 NA
Mortality due to diabetes mellitus
Schizophrenia vs. any other population I + P 7 2.512 1.623-3.889 0.000 99.121 0.170
P 6 2.271 1.444-3.572 0.000 98.201 0.920
Schizophrenia vs. general population I + P 5 3.159 2.420-4.123 0.000 94.848 0.270
P 4 2.878 1.858-4.458 0.000 94.485 0.630
Schizophrenia vs. no schizophrenia (matched for diabetes mellitus) P 2 1.483 1.032-2.131 0.033 95.695 NA
Mortality due to any cancer
Schizophrenia vs. general population I + P 25 1.327 1.187-1.482 0.000 97.942 0.001
I 5 1.315 0.982-1.760 0.066 93.121 0.060
P 20 1.328 1.157-1.524 0.000 97.109 0.420
Mortality due to endocrine diseases
Schizophrenia vs. general population I + P 9 3.802 1.750-8.262 0.001 97.438 0.500
I 3 4.217 1.747-10.179 0.001 76.243 0.390
P 6 3.519 1.216-10.185 0.020 98.350 0.640
Mortality due to gastrointestinal diseases
Schizophrenia vs. general population I + P 12 2.859 2.069-3.950 0.000 96.838 0.930
I 4 2.384 1.939-2.932 0.000 0.000 0.910
P 8 3.060 2.046-4.577 0.000 97.959 0.800
Mortality due to any infectious diseases
Schizophrenia vs. general population I + P 10 3.840 2.103-7.012 0.000 97.025 0.460
P 8 4.344 2.228-8.471 0.000 97.679 0.410
Mortality due to any liver diseases
Schizophrenia vs. general population I + P 2 1.964 1.899-2.032 0.000 0.000 NA
Mortality due to any neurological diseases
Schizophrenia vs. general population I + P 8 2.347 1.942-2.838 0.000 6.879 0.400
I 4 1.972 1.126-3.452 0.018 25.381 0.270
P 4 2.435 2.245-2.641 0.000 0.000 0.840
Mortality due to any respiratory diseases
Schizophrenia vs. general population I + P 15 3.748 2.989-4.699 0.000 97.563 0.790
I 4 3.267 2.365-4.515 0.000 60.784 0.430
P 11 3.860 2.963-5.029 0.000 98.217 0.720
Mortality due to any urogenital diseases
Schizophrenia vs. general population I + P 9 3.328 2.062-5.372 0.000 98.032 0.640
P 7 3.752 2.183-6.450 0.000 98.518 0.560
  • Significant values of risk ratio are highlighted in bold. I – incident, P – prevalent, TRS – treatment-resistant schizophrenia, FGA – first-generation antipsychotic, SGA, second-generation antipsychotic, LAI – long-acting injectable antipsychotic, NA – not available
Details are in the caption following the image
Significant findings for all-cause and cause-specific mortality risk in incident plus prevalent schizophrenia versus the general pop­ulation
Details are in the caption following the image
Significant findings for all-cause and cause-specific mortality risk in incident schizophrenia versus the general population
Details are in the caption following the image
Significant findings for all-cause and cause-specific mortality risk in prevalent schizophrenia versus the general population

Compared with controls matched for physical diseases, the mortality risk of individuals with schizophrenia was attenuated but still significant (RR=1.66, 95% CI: 1.42-1.94, I2=97.2%, n=22) (see Table 2). Specifically, individuals with schizophrenia had significantly higher mortality compared with controls matched for acute myocardial infarction (RR=1.82, 95% CI: 1.49-2.22, I2=83.1%, n=6), diabetes mellitus (RR=1.91, 95% CI: 1.08-3.38, I2=99.4, n=4), and stroke (RR=1.35, 95% CI: 1.22-1.50, I2=0%, n=2) (see Table 2).

No significantly increased mortality risk emerged when schizophrenia was compared with other psychiatric disorders, except for bipolar disorder (RR=1.26, 95% CI: 1.03-1.53, I2=25.4%, n=3) (see Table 2).

Regarding risk and protective factors for all-cause mortality, having a substance use disorder comorbid with schizophrenia increased mortality (RR=1.62, 95% CI: 1.47-1.80, I2=57.4%, n=3) (see Table 2).

Wherever publication bias was detected, we conducted trim and fill analyses, which confirmed the magnitude and significance of the findings in the primary analyses, with a fail-safe N ranging from 545 to 27,164,601 (see also supplementary information).

Key secondary outcomes: suicide-related mortality and natural causes of mortality

Suicide-related mortality

Across 28 studies, schizophrenia was associated with increased mortality by suicide compared with the general population (RR=9.76, 95% CI: 7.60-12.55, I2=99.5%) (see Table 2 and Figure 2), suggesting that suicide is the greatest relative risk factor for mortality in individuals with schizophrenia. There was a numerically but not statistically significantly greater suicide-related mortality among the incident versus prevalent cohort (RR=12.7, 95% CI: 5.25-30.53, I2=99.8, n=5 vs. RR=9.28, 95% CI: 7.31-11.78, I2=98.8%, n=23, p=0.51) (see Table 2, Figures 3, 4 and supplementary information).

Wherever publication bias was detected, we conducted trim and fill analyses, which confirmed the magnitude and significance of the primary findings, with a fail-safe N ranging from 25,581 to 229,490 (see also supplementary information).

Natural causes of mortality

Across 59 studies, schizophrenia was associated with higher natural-cause mortality (which excludes mortality due to suicide or accident or poisoning) compared with either the general population or control groups matched for a physical disease (RR=2.00, 95% CI: 1.85-2.15, I2=99.5%) (see Table 2).

Higher natural-cause mortality was confirmed across 44 studies involving comparisons with the general population (RR=2.16, 95% CI: 1.99-2.36, I2=99.6%), without differences between incident and prevalent schizophrenia (RR=2.15, 95% CI: 1.86-2.48, I2=94.6, n=6 vs. RR=2.15, 95% CI: 1.96-2.37, I2=99.1%, n=38, p=0.939) (see Table 2, Figures 3, 4 and supplementary information).

Across 16 studies involving prevalent populations with physical disease-matched controls, natural-cause mortality risk was also significantly increased (RR=1.56, 95% CI: 1.35-1.82, I2=94.0%), including specifically matched patients with acute myocardial infarction (RR=1.66, 95% CI: 1.24-2.22, I2=96.4%, n=5) (see Table 2).

Wherever publication bias was detected, we conducted trim and fill analyses, which confirmed the magnitude and significance of the primary findings (with a fail-safe N ranging from 235 to 282,469), except for a slight reduction of the effect size in comparison with physical disease-matched controls (four studies trimmed, RR=1.35, 95% CI: 1.17-1.56) (see also supplementary information).

Additional secondary outcomes: other specific-cause mortality

Cardiovascular and/or cerebrovascular diseases

Across 30 studies, schizophrenia was associated with higher cardio-cerebrovascular-related mortality compared with either the general population or control groups matched for a physical illness (RR=2.03, 95% CI: 1.68-2.45, I2=99.5%) (see Table 2). Separating causes, higher mortality from cardiovascular diseases (RR=2.09, 95% CI: 1.76-2.47, I2=99.3%, n=25) as well as from cerebrovascular diseases (RR=1.46, 95% CI: 1.17-1.82, I2=97.4%, n=16) was observed among individuals with schizophrenia (see Table 2).

Comparing schizophrenia with the general population, significant findings emerged for the composite mortality outcome (RR=2.10, 95% CI: 1.80-2.45, I2=99.0%, n=28), as well as for mortality due to cardiovascular diseases (RR=2.21, 95% CI: 1.82-2.67, I2=99.4%, n=19) and to cerebrovascular diseases (RR=1.60, 95% CI: 1.25-2.04, I2=97.7%. n=13). Mortality due to cardio-cerebrovascular diseases was substantially higher in incident (RR=3.47, 95% CI: 1.79-6.72, I2=97.9%, n=4) than in prevalent schizophrenia (RR=1.98, 95% CI: 1.73-2.27, I2=97.7%, n=24) (see Table 2 and Figure 2).

Compared with physical disease-matched controls, patients with schizophrenia had significantly higher mortality from cardiovascular diseases (RR=1.86, 95% CI: 1.39-2.47, I2=91.7%, n=7), including cohorts that were specifically matched for acute myocardial infarction (RR=1.85, 95% CI: 1.52-2.25, I2=73.6%, n=4) (see Table 2).

Other specific causes

Individuals with schizophrenia had significantly higher mortality than the general population from pneumonia (RR=7.00, 95% CI: 6.79-7.23, n=3), any infectious diseases (RR=3.84, 95% CI: 2.10-7.01, n=10), any endocrine diseases (RR=3.80, 95% CI: 1.75-8.26, n=9), any respiratory diseases (RR=3.75, 95% CI: 2.99-4.70, n=15), any urogenital diseases (RR=3.33, 95% CI: 2.06-5.37, n=9), diabetes mellitus (RR=3.16, 95% CI: 2.42-4.12, n=5), any gastrointestinal diseases (RR=2.86, 95% CI: 2.07-3.95, n=12), any neurological diseases (RR=2.35, 95% CI: 1.94-2.84, n=8), any liver diseases (RR=1.96, 95% CI: 1.90-2.03, n=2), and any cancer (RR=1.33, 95% CI: 1.19-1.48, n=25) (see Table 2 and Figure 2).

Among individuals with schizophrenia, mortality was significantly higher than the general population also from injury-poisoning (RR=9.06, 95% CI: 2.60-31.50, n=2) and undetermined non-natural causes (RR=8.42, 95% CI: 6.94-10.20, n=14) (see Figure 2 and supplementary information).

In incident schizophrenia, no significant association was found with death due to cancer (RR=1.31, 95% CI: 0.98-1.76, n=5), whereas the association was observed in prevalent schizophrenia (RR=1.33, 95% CI: 1.16-1.52, n=20) (see Table 2 and Figure 4). There was instead a significantly increased risk of mortality in both incident and prevalent schizophrenia cohorts due to endocrine diseases (incident: RR=4.22, 95% CI: 1.75-10.18, n=3; prevalent: RR=3.52, 95% CI: 1.22-10.18, n=6), gastrointestinal diseases (incident: RR=2.38, 95% CI: 1.94-2.93, n=4; prevalent: RR=3.06, 95% CI: 2.04-4.58, n=8), neurological diseases (incident: RR=1.97, 95% CI: 1.13-3.45, n=4; prevalent: RR=2.43, 95% CI: 2.24-2.64, n=4) and respiratory diseases (incident: RR=3.27, 95% CI: 2.36-4.51, n=4; prevalent: RR=3.86, 95% CI: 2.96-5.03, n=11) (see Table 2 and Figures 2-4).

Subgroup analyses and meta-regression

Use of any antipsychotic versus non-use was associated with a reduction of all-cause mortality in patients with incident plus prevalent schizophrenia (RR=0.71, 95% CI: 0.59-0.84, I2=97.7%, n=11). Reduction of all-cause mortality risk versus no anti­psychotic treatment differed significantly across antipsychotic subgroups (p=0.0001), in descending order as follows: any SGA LAI (RR=0.39, 95% CI: 0.27-0.56, I2=81.0%, n=3), clozapine (RR=0.43, 95% CI: 0.34-0.55, I2=77.9%, n=3), any LAI (RR=0.47, 95% CI: 0.39-0.58, I2=91.8%, n=2), any oral SGA (RR=0.47, 95% CI: 0.45-0.50, I2=18.9%, n=4), any first-generation antipsychotic (FGA) LAI (RR=0.50, 95% CI: 0.43-0.57, I2=68.9%, n=3), any SGA (RR=0.53, 95% CI: 0.44-0.63, I2=91.0%, n=4), any oral antipsychotic (RR=0.64, 95% CI: 0.51-0.80, I2=95.9%, n=4), and any FGA (RR=0.73, 95% CI: 0.55-0.97, I2=97.0%, n=5). There was a borderline significant all-cause mortality reduction among individuals with treatment-resistant schizophrenia who received clozapine compared with other medications (RR=0.70, 95% CI: 0.49-1.00, I2=57.9%, n=5) (see Figure 5 and supplementary information).

Details are in the caption following the image
Findings in subgroup analyses of mortality risk due to any cause, suicide, and natural death by antipsychotic treatment within incident plus prevalent schizophrenia versus no antipsychotic. FGA – first-generation antipsychotic, SGA – second-generation antipsychotic, LAI – long-acting injectable antipsychotic

In incident schizophrenia, the largest protective association emerged for SGA LAIs (RR=0.15, 95% CI: 0.04-0.55, n=1), whereas the protective effect was not significant for any oral antipsychotics, or FGA in any formulation (p=0.07 for comparison across antipsychotics). In prevalent schizophrenia, the largest association emerged for SGA LAIs again (RR=0.42, 95% CI: 0.29-0.59, n=2), and the smallest for any antipsychotic (RR=0.69, 95% CI: 0.57-0.84, n=7) (p=0.0001 for comparison across antipsychotics) (see supplementary information).

Use of any antipsychotic versus non-use was not associated with a reduction of suicide-related mortality in patients with incident plus prevalent schizophrenia (RR=0.73, 95% CI: 0.47-1.12, I2=94.4%, n=4). Reduction of suicide-related mortality versus no antipsychotic treatment differed significantly across anti­psychotic subgroups (p=0.0001), in descending order as follows: clozapine (RR=0.22, 95% CI: 0.16-0.30, I2=0%, n=2), any SGA LAI (RR=0.43, 95% CI: 0.24-0.78, I2 not available, n=1), any LAI (RR=0.60, 95% CI: 0.47-0.77, I2 not available, n=1), any SGA oral (RR=0.64, 95% CI: 0.54-0.74, I2=0, n=2), any FGA LAI (RR=0.64, 95% CI: 0.49-0.85, I2 not available, n=1), and any SGA (RR=0.68, 95% CI: 0.56-0.82, I2=44.2%, n=2). In contrast, compared to no antipsychotic, any FGA (RR=1.05, 95% CI: 0.37-2.99, I2=97.2%, n=2) and oral FGAs (RR=1.13, 95% CI: 0.33-3.93, I2=95.7%, n=2) did not protect individuals with schizophrenia against suicide-related mortality (see Figure 5 and supplementary information).

In incident schizophrenia, the largest protective association regarding suicide-related mortality emerged for clozapine (RR=0.29, 95% CI: 0.14-0.62, n=1), while, in contrast, oral FGAs were associated with increased mortality (RR=2.17, 95% CI: 1.36-3.48, n=1) (p=0.0001 for comparison across antipsychotics). In prevalent schizophrenia, the lowest risk of suicide-related mortality emerged for clozapine (RR=0.21, 95% CI: 0.15-0.29, n=1), and the closest to null effect emerged for any antipsychotic (RR=0.73, 95% CI: 0.36-1.49, n=2) (p=0.0001 for comparison across antipsychotics) (see supplementary information).

In incident plus prevalent schizophrenia, any antipsychotic versus no antipsychotic use was protective against natural causes of mortality (RR=0.76, 95% CI: 0.59-0.97, I2=90.7%, n=3). Reduction of natural-cause mortality versus no antipsychotic treatment differed significantly across antipsychotic subgroups (p=0.04), in descending order as follows: clozapine (RR=0.50, 95% CI: 0.29-0.86, I2=21.3%, n=2), any oral SGA (RR=0.57, 95% CI: 0.52-0.62, I2=0%, n=2), any oral antipsychotic (RR=0.62, 95% CI: 0.59-0.66, I2 not available, n=1), any SGA (RR=0.65, 95% CI: 0.48-0.89, I2=71.4%, n=2), any SGA LAI (RR=0.66, 95% CI: 0.52-0.84, I2 not available, n=1), any LAI (RR=0.69, 95% CI: 0.62-0.77, I2 not available, n=1), any FGA LAI (RR=0.70, 95% CI: 0.62-0.78, I2 not available, n=1). In contrast, any FGA or any oral FGA were not associated with lower natural-cause mortality (see Figure 5 and supplementary information).

In incident schizophrenia, no significant reduction of natural-cause mortality emerged for any antipsychotic subgroup versus no antipsychotic use. Oral FGAs were associated with increased natural-cause mortality (RR=2.20, 95% CI: 1.29-3.77, n=1) (p=0.0004 for comparison across antipsychotics). In prevalent schizophrenia, the largest protective effect emerged for clozapine (RR=0.55, 95% CI: 0.47-0.64, n=1), and the smallest for FGA LAIs (RR=0.70, 95% CI: 0.62-0.78, n=1) (p=0.0005 for comparison across antipsychotics) (see supplementary information).

In subgroup analyses of incident plus prevalent schizophrenia cohorts by age, the risk of all-cause mortality was significantly higher for patients aged <40 vs. ≥40 years (RR=3.93, 95% CI: 3.34-4.63 vs. RR=2.66, 95% CI: 2.18-3.26, p=0.003). A similar difference was observed for suicide-related mortality (RR=17.58, 95% CI: 12.36-24.99 vs. RR=4.69, 95% CI: 1.77-12.45, p=0.01). There was no significant difference between the two age groups for natural-cause mortality (see supplementary information).

No consistent and significant differences emerged from subgroup analyses considering nationwide versus other samples, quality of studies, and adjustment of results, suggesting that findings concerning mortality are not systematically influenced by these moderators (see supplementary information).

In meta-regression analyses, we found in incident plus prevalent schizophrenia a significant increase of all-cause mortality (beta=0.0009, 95% CI: 0.001-0.02, p=0.02) and of natural-cause mortality (beta=0.01, 95% CI: 0.006-0.02, p=0.0002) with increasing median year of study publication, without a significant time trend for suicide-related mortality (beta=0.006, 95% CI: –0.01 to 0.03, p=0.56) (see supplementary information).

For all-cause mortality, in incident plus prevalent schizophrenia, more recent study year moderated a larger protective effect of any antipsychotic (beta=–0.11, 95% CI: –0.15 to –0.06) and of oral FGA versus no antipsychotic (beta=–0.11, 95% CI: –0.17 to –0.05). Similarly, for suicide-related mortality, more recent study year moderated a larger protective effect of any FGA versus no antipsychotic in incident plus prevalent schizophrenia (beta=–0.27, 95% CI: –0.36 to –0.18).

Longer duration of follow-up and more variables used to adjust the analyses increased the protective effect against suicide-related mortality of any antipsychotic in prevalent schizophrenia (beta=–0.14, 95% CI: –0.24 to –0.04, and beta =–0.23, 95% CI: –0.40 to –0.06, respectively). Higher percentage of females increased the risk of suicide-related mortality in incident schizophrenia (beta=0.36, 95% CI: 0.23-0.49, p<0.0001).

For natural-cause mortality, the protective effect of any FGA versus no antipsychotic in incident plus prevalent schizophrenia was increased by more recent study year (beta=–0.23, 95% CI: –0.33 to –0.13) and more variables used to adjust the analyses (beta=–0.12, 95% CI: –0.17 to –0.07). Natural-cause mortality versus any other population was greater in higher quality studies in incident plus prevalent schizophrenia (beta=0.11, 95% CI: 0.04-0.18). Natural-cause mortality versus the general population was also greater in higher quality studies in incident plus prevalent schizophrenia (beta=0.13, 95% CI: 0.06-0.20), as well as in incident schizophrenia (beta=0.20, 95% CI: 0.08-0.31) and in prevalent schizophrenia (beta=0.11, 95% CI: 0.02-0.19). Natural-cause mortality was also larger, in incident schizophrenia, with higher number of variables that analyses were adjusted for (beta=0.12, 95% CI: 0.06-0.18).

DISCUSSION

Schizophrenia is one of the mental disorders with the highest mortality risk. This meta-analysis of 135 cohort studies comparing 4.5 million schizophrenia patients with about 1.11 billion people from the general population comprehensively quantified this increased risk. Specifically, we observed a 2.9-fold increased all-cause mortality in patients with schizophrenia versus the general population, and a somewhat lower but still significantly 1.6-fold increased risk versus physical disease-matched general population controls.

In addition, we identified significantly greater specific-cause mortality among individuals with schizophrenia versus the general population, which was particularly pronounced for suicide (9.7-fold); other non-natural causes, including poisoning (8- to 9-fold); and pneumonia (7-fold). The mortality risk remained greater for infectious, endocrine and respiratory diseases (3.7-3.8-fold); injury or accidents (3.3-fold); diabetes mellitus (3.2-fold); alcohol use and gastrointestinal diseases (2.9-fold); urogenital diseases (2.6-fold); neurological diseases (2.3-fold); cardiovascular diseases (2.2-fold); liver diseases (2-fold); and cerebrovascular diseases (1.6-fold); also extending to breast, colon, pancreas and any cancer (1.3- to 1.5-fold).

The relative increase in mortality compared to the general­ pop­ulation was larger in incident (i.e., earlier-phase) than prevalent (i.e., more chronic) schizophrenia cohorts. Moreover, all-cause and suicide-related mortality were higher in patients <40 years old, whereas this was not the case for natural-cause mortality. Comorbid substance use disorder increased the all-cause mortality gap, while antipsychotic treatment versus no treatment decreased this gap. The largest protective effect was observed with SGA LAIs and clozapine. In contrast to this protective effect, FGAs increased suicide-related and natural-cause mortality in incident schizophrenia.

We found that first-episode schizophrenia was associated with a 7.4-fold higher all-cause mortality risk versus the general population, indicating the critical importance of providing a swift and accurate diagnosis followed by initiating effective treatment. The lifetime prevalence of completed suicide in patients with schizophrenia has been reported to be 5.6%, with the majority of these suicides occurring near illness onset167. Moreover, suicide attempts have been found to be predicted by greater severity of psychotic illness and of depressive symptoms168, two factors that should prompt clinicians to screen for and guard against suicide attempts in the early phase of the illness. Furthermore, our finding that females with schizophrenia have a significantly higher risk increase than males for suicide-related mortality compared to the general population should prompt clinicians to extend the focus from males, who are still at the highest risk for completed suicide169, to this additional high-risk group.

All-cause mortality was increased in persons with schizophre­nia even when they were matched with general population con­trols for many relevant physical diseases. These included cardiovascular, cerebrovascular, endocrine, gastrointestinal, infectious, liver, neurological, respiratory and urogenital diseases, diabetes mellitus and cancer. Importantly, the relative mortality risk for cardio-cerebrovascular diseases was substantially greater in the incident (RR=3.47) versus prevalent (RR=1.98) cohorts, which is perhaps reflective of the lower overall frequency of these diseases in the younger general population and of their earlier onset in people with schizophrenia, likely due to poorer lifestyle behaviors170-172 and to the effect of antipsychotic and other medications21, 173.

Disparities between individuals with schizophrenia and the general population with respect to the implementation of screening procedures (e.g., for cardiovascular risk factors and disorders, and for cancer) and the quality of medical care, including a lack of advice for lifestyle changes such as smoking cessation and physical activity, have been repeatedly reported2, 27, 28, 43, 174, 175. Addressing smoking is of particular importance, given the 70-162% increased risk of asthma, chronic obstructive pulmonary disease and pneumonia in subjects with schizophrenia176, and considering our finding that pneumonia confers the highest risk of death among natural causes. Thus, to close the mortality gap in individuals with schizophrenia, smoking cessation interventions, cardiovascular and cancer screening and monitoring, consistent healthy lifestyle instructions, as well as early interventions for detected physical diseases, should be regarded as imperative. Since individuals with schizophrenia may be less likely to receive or seek help from a medical health care provider than people from the general population, mental health care providers need to orchestrate physical care for these individuals as part of a comprehensive and collaborative care model17.

Comorbid substance use disorders were found in our meta-analysis to be a significant risk factor for increased mortality in people with schizophrenia. This finding is likely due to the multiple adverse physical as well as intentional or accidental suicide-related effects of these disorders177-181. Additionally, comorbid substance use, and cannabis use in particular, can worsen adherence to antipsychotics182-184. All these factors point to the need to screen for and address substance use disorders as early as possible when treating patients with schizophrenia185, 186.

This meta-analysis found that, compared with no antipsychotic use, antipsychotic treatment was associated with reduced all-cause mortality in patients with schizophrenia. Specifically, factors associated with a reduction in all-cause mortality included the use of any LAI, any SGA and, especially, of clozapine. These findings support prior research which found that continuous clozapine use was associated with significantly lower long-term all-cause mortality compared with other antipsychotics in patients with schizophrenia, despite the adverse impact of clozapine on cardiometabolic risk factors187. We also observed a borderline significant reduction in all-cause mortality among patients with treatment-resistant schizophrenia who were treated with clozapine compared with other antipsychotics, with lack of significance likely being due to low power of these analyses.

Recently, a Finnish national database study20 indicated that patients with schizophrenia who were taking antipsychotics, especially LAIs and clozapine, were significantly less likely to interrupt ongoing treatment with statins, antidiabetic agents, anti-hypertensive medications, and beta-blockers. Such an association between the use of antipsychotics and better adherence to medical treatments – and potentially also closer and more regular medical monitoring as might be the case with clozapine and LAIs – is likely to be a mediator of the protective effect of antipsychotic use on mortality risk in people with schizophrenia. Studies that specifically test this hypothesis are warranted.

The use of any SGA or clozapine also had a significant protective effect against suicide-related mortality in prevalent schizophrenia, compared with no use of antipsychotics, which was not observed with FGAs. While the anti-suicidal efficacy of clozapine has been established188, the differential finding favoring SGAs may be due to the fact that suicide in schizophrenia is often associated with the emergence of depression168. FGAs do not improve or even induce depressive symptoms, while many SGAs have been shown to be effective in treating these symptoms189-191.

We found that, in incident schizophrenia, FGAs were even associated with an increased mortality risk due to suicide. This finding should caution against the use of these medications as first-line agents, in particular in earlier-phase patients. The fact that this increased mortality risk in incident schizophrenia was not found with FGA LAIs points to a potentially mediating effect of poorer adherence with oral FGAs or a protective effect of LAI use due to increased surveillance and, possibly, treatment of emergent depression.

Thus, in addition to underscoring the importance of comprehensive physical health monitoring and integrated or collaborative care to address and improve both physical and mental health problems in patients with schizophrenia, this meta-analysis points to the need for antipsychotic maintenance treatment, monitoring for and mitigating antipsychotic non-adherence, also through a broader and earlier consideration of SGA LAIs. Furthermore, our findings point to the need to screen for and treat substance use disorders as well as depression as important clinical strategies to reduce overall and specific-cause mortality in individuals with schizophrenia.

We found a slight but significant increase of the excess mortality in people with schizophrenia by median study year of investigation (ranging from 1957 to 2021). This finding further emphasizes the urgency with which the mortality gap in these people needs to be addressed.

Among the strengths of this meta-analysis are the large number of studies (n=135) that met the inclusion criteria, the substantial number of patients with schizophrenia (4,536,447) and general population controls (1,115,600,059); and the high quality of the studies included, with results being consistent and robust even after all trim and fill analyses. Moreover, directions for future research are provided, as analyses adjusted for more potentially relevant confounders and longer follow-up were associated with greater protective effects of antipsychotic medications against the increased mortality risk.

However, the results of this meta-analysis have to be interpreted within its limitations. First, meta-analyzed studies were observational cohort investigations. Their non-randomized nature cannot imply causality. However, since mortality is a relatively rare and late-onset/distal event, randomized controlled trials – that generally include relatively few individuals, have a modest follow-up duration and many dropouts, and that also exclude many patients that may be more severely mentally and physically ill192 – are not the best or most feasible studies to quantify mortality risk and identify generalizable aggravating and protective factors. For the study of mortality risk, longitudinal cohort and, especially, nationwide database studies represent more appropriate study options. Furthermore, consistent with our meta-analysis, two smaller meta-analyses focusing on patients in randomized controlled trials reported similar results – i.e., an about 30-50% lower mortality among patients randomized to antipsychotics compared with patients randomized to placebo193, 194.

Second, although we were able to include as many as 135 in­dividual studies, with a large number of individuals with schizophrenia and even more control subjects from the general population, some findings were based on five or fewer studies. The need for additional studies is particularly important with re­spect to the quantitative evaluation of specific factors that increase or decrease the existing mortality gap. Third, there was substantial inconsistency in the definitions of age groups across the included studies, which limited our ability to comprehensively analyze the effect of age on all-cause and specific-cause mortality risk. Future studies should report age both categorically across relevant age groups as well as continuously.

Fourth, few studies specifically evaluated mortality risk in patients with first-episode or treatment-resistant schizophrenia, two subgroups of considerable clinical interest. Fifth, some studies did not quantify the number of the general population control group, but used instead regional or nationwide control groups restricted to certain time periods and/or age groups. In such instances, we estimated the number of general population controls based on census-based (sub)population numbers at the time of data collection, which may have introduced some imprecision. Sixth, studies used different metrics to report mortality: in order to pool results, we combined risk estimates that have somewhat different characteristics, which could have led to some imprecision. However, since mortality is a relatively rare event and since all included studies used the same cohort design and evaluated the same population of interest, the degree of imprecision is likely low.

Finally, although we preferred the risk estimate that was adjusted for the most likely potential confounders, we also included unadjusted risk estimates, and adjustments may not have included all/the most relevant covariates that are associated with mortality risk. However, we were not interested in isolating the genetic or narrowly illness-related effect of schizophrenia on mortality risk, but rather in estimating the differential risk of all-cause and specific-cause mortality in individuals with schizophrenia who differ in many psychological, behavioral, social and environmental respects from the general population and other control groups. The potential residual confounding from a statistical standpoint, therefore, represents the reality of individuals living with schizophrenia and ensures the desired generalizability of the findings.

CONCLUSIONS

This meta-analysis provides the largest and most comprehensive quantitative assessment of the all-cause and detailed specific-cause mortality risk of individuals with schizophrenia versus the general population and other control groups, additionally focusing on reported aggravating and protective factors. It confirms that the mortality gap between patients with and without schizophrenia is high, being highest for suicide-related mortality but extending to multiple other specific-cause mortality reasons. Results of this mortality gap in individuals with schizophrenia were based on high-quality data in >97% of the studies and were robust and confirmed in multiple subgroup and meta-regression analyses. Importantly, the increased mortality was associated with certain modifiable risk factors, which can inform clinical practice.

Consistent and long-term use of SGAs, SGA LAIs and, if indicated, clozapine in patients with schizophrenia across all stages of illness can reduce the mortality risk, as antipsychotics are protective compared to non-use of antipsychotics against many kinds of mortality, including that due to cardio-cerebrovascular disease. This finding indicates that even antipsychotics with elevated cardiometabolic adverse effects, such as clozapine, can reduce overall mortality, which is not counterbalanced by larger but supported by reduced cardiometabolic-related mortality. Results were confirmed or even stronger in more recent, higher quality, adjusted studies, and those with longer follow-up. Finally, despite heightened awareness of the mortality gap of people with severe mental illness and especially with schizophrenia, this gap seems to be increasing slightly with time, including data as recent as 2021.

These results underscore the urgency with which the mortality disparity in individuals with schizophrenia need to be addressed at multiple levels. Clinicians should routinely monitor patients with schizophrenia for cardiovascular risk and physical diseases and also screen for and address substance use disorders and depression. In addition, they should screen patients with first-episode schizophrenia, both males and females, for suicide risk and depression, and avoid FGAs.

Overall, integrated mental and physical health care of individuals with schizophrenia must be at the center of mental health research and policy making agendas. Data from this meta-analysis point to the responsibility of reducing mortality risk by screening for and optimizing the management of physical as well as psychiatric comorbidities, and by earlier use of LAIs and, if indicated, clozapine in individuals with schizophrenia. This information should be considered by treatment guidelines and incorporated into actionable policies by health care administrators.

ACKNOWLEDGEMENTS

C.U. Correll, M. Solmi and G. Croatto are joint first authors of this paper. Supplementary information on the study is available at https://osf.io/j2ymb/.

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