Angelo Porfidia1, Emanuele Valeriani2, Roberto Pola1, Ettore Porreca3, Anne W S Rutjes4, Marcello Di Nisio5. 1. Division of Internal Medicine, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy. 2. Department of Medical, Oral and Biotechnological Sciences, "G. D'Annunzio" University, Via dei Vestini 31, 66100 Chieti, Italy; Department of Internal Medicine, Campus Bio-Medico University of Rome, Italy. Electronic address: emanuele.valeriani@outlook.com. 3. Department of Medical, Oral and Biotechnological Sciences, "G. D'Annunzio" University, Via dei Vestini 31, 66100 Chieti, Italy. 4. Institute of Social and Preventive Medicine (ISPM), University of Bern, Bern, Switzerland. 5. Department of Medicine and Ageing Sciences, "G. D'Annunzio" University, Chieti-Pescara, Italy.
Abstract
BACKGROUND: Venous thromboembolism (VTE) may complicate the course of Coronavirus Disease 2019 (COVID-19). OBJECTIVES: To evaluate the incidence of VTE in patients with COVID-19. METHODS: MEDLINE, EMBASE, and PubMed were searched up to 24th June 2020 for studies that evaluated the incidence of VTE, including pulmonary embolism (PE) and/or deep vein thrombosis (DVT), in patients with COVID-19. Pooled proportions with corresponding 95% confidence intervals (CI) and prediction intervals (PI) were calculated by random-effect meta-analysis. RESULTS: 3487 patients from 30 studies were included. Based on very low-quality evidence due to heterogeneity and risk of bias, the incidence of VTE was 26% (95% PI, 6%-66%). PE with or without DVT occurred in 12% of patients (95% PI, 2%-46%) and DVT alone in 14% (95% PI, 1%-75%). Studies using standard algorithms for clinically suspected VTE reported PE in 13% of patients (95% PI, 2%-57%) and DVT in 6% (95% PI, 0%-60%), compared to 11% (95% PI, 2%-46%) and 24% (95% PI, 2%-85%) in studies using other diagnostic strategies or patient sampling. In patients admitted to intensive care units, VTE occurred in 24% (95% PI, 5%-66%), PE in 19% (95% PI, 6%-47%), and DVT alone in 7% (95% PI, 0%-69%). Corresponding values in general wards were respectively 9% (95% PI, 0%-94%), 4% (95% PI, 0%-100%), and 7% (95% CI, 1%-49%). CONCLUSIONS: VTE represents a frequent complication in hospitalized COVID-19 patients and often occurs as PE. The threshold for clinical suspicion should be low to trigger prompt diagnostic testing.
BACKGROUND:Venous thromboembolism (VTE) may complicate the course of Coronavirus Disease 2019 (COVID-19). OBJECTIVES: To evaluate the incidence of VTE in patients with COVID-19. METHODS: MEDLINE, EMBASE, and PubMed were searched up to 24th June 2020 for studies that evaluated the incidence of VTE, including pulmonary embolism (PE) and/or deep vein thrombosis (DVT), in patients with COVID-19. Pooled proportions with corresponding 95% confidence intervals (CI) and prediction intervals (PI) were calculated by random-effect meta-analysis. RESULTS: 3487 patients from 30 studies were included. Based on very low-quality evidence due to heterogeneity and risk of bias, the incidence of VTE was 26% (95% PI, 6%-66%). PE with or without DVT occurred in 12% of patients (95% PI, 2%-46%) and DVT alone in 14% (95% PI, 1%-75%). Studies using standard algorithms for clinically suspected VTE reported PE in 13% of patients (95% PI, 2%-57%) and DVT in 6% (95% PI, 0%-60%), compared to 11% (95% PI, 2%-46%) and 24% (95% PI, 2%-85%) in studies using other diagnostic strategies or patient sampling. In patients admitted to intensive care units, VTE occurred in 24% (95% PI, 5%-66%), PE in 19% (95% PI, 6%-47%), and DVT alone in 7% (95% PI, 0%-69%). Corresponding values in general wards were respectively 9% (95% PI, 0%-94%), 4% (95% PI, 0%-100%), and 7% (95% CI, 1%-49%). CONCLUSIONS:VTE represents a frequent complication in hospitalized COVID-19patients and often occurs as PE. The threshold for clinical suspicion should be low to trigger prompt diagnostic testing.
Coronavirus disease 2019 (COVID-19) represents an unprecedented threat to global health care systems with more than 4,900,000 cases and over 300,000 deaths worldwide as of 22th May 2020 [1]. The severity of COVID-19 varies between patients ranging from mild respiratory disease to acute respiratory distress syndrome, shock, and multi-organ failure associated with an increased risk of death [2]. The clinical course of COVID-19 is often accompanied by a hyperinflammatory response and systemic coagulation derangement, which may evolve into overt disseminated intravascular coagulopathy (DIC) [3]. The systemic activation of blood coagulation and pulmonary thrombo-inflammation with local vascular damage caused by COVID-19 may increase the risk of venous thromboembolism (VTE) and pulmonary artery thrombosis [4,5].Since the start of the outbreak, several studies reported on the risk of VTE in hospitalized patients with COVID-19. While initial observations showed a VTE incidence of 15–25%, more recent studies found that VTE risk may be as high as 85% despite all patients receiving pharmacological thromboprophylaxis [[6], [7], [8], [9], [10]]. The large variability may be related to differences in patient sampling, hospital setting, and diagnostic protocols for VTE.The objectives of this systematic review and meta-analysis were to evaluate the incidence of VTE in patients admitted for COVID-19 and identify subgroups at high risk.
Materials and methods
This systematic review and meta-analysis was performed following the Preferred Reporting Items for Systematic reviews and Meta-analysis (PRISMA) guidelines [11].
Study search and selection
A systematic search of MEDLINE, EMBASE, and PubMed was performed from 1st January 2020 up to 24th June 2020 for studies which reported on VTE in hospitalized adult patients with COVID-19 (Supplementary Tables 1 to 3).Two authors independently screened title, abstract, and full-text of records identified from the search. The following inclusion criteria were applied: (i) cohort study or RCT evaluating the incidence of VTE in COVID-19; (ii) inclusion of ≥10 hospitalized patients with COVID-19. Case reports and case series including less than 10 patients were excluded as they may report misleading results due to the small sample size. Publications in languages other than English were not considered. Any disagreement was resolved through discussion between the review authors or involving a third review author.
Data extraction and risk of bias assessment
The following data were independently extracted by two review authors: study characteristics (e.g. study design, country where study was conducted, number of included patients, health-care setting), patients characteristics (e.g. age, sex, presence of comorbidities), anticoagulant treatment during hospitalization (e.g. type, dose, and duration of anticoagulant therapy), number of patients who experienced VTE, type and clinical presentation of VTE (symptomatic or incidentally detected pulmonary embolism [PE] or deep vein thrombosis [DVT]). Any disagreement was resolved by consensus between the two review authors or by involving a third review author.The primary outcome of interest was VTE which included objectively diagnosed fatal or non-fatal PE and DVT of the upper or lower limbs. Secondary outcomes were PE with or without DVT, and DVT alone.The risk of bias for observational studies was evaluated with the methodological index for non-randomized studies (MINORS), while the Cochrane tool was used to evaluate the quality of RCTs [12,13]. The MINORS tool considers eight quality items which may be deemed as adequate, inadequate, or unclear [12]. The item related to the endpoint definition was considered appropriate if type of VTE and diagnostic protocol used in the study were clearly specified. Follow-up duration was considered adequate if the occurrence of VTE was assessed in all patients included in the study until hospital discharge or death.
Statistical analysis
Categorical variables were described as counts and percentages and continuous variables presented as median (interquartile range) or mean (standard deviation), as appropriate. For meta-analytical purposes, single proportions were logit transformed to maintain symmetry. Summary estimates with the corresponding 95% prediction interval (PI) and 95% confidence interval (CI) were calculated by random-effect meta-analysis. The Wilson score was used to estimate CIs for the individual studies. As estimates of I-squared are uninformative in meta-analyses of single proportions, the between-study heterogeneity was evaluated by visual inspection of forest plots. The incidence of VTE was evaluated according to hospital setting (i.e. intensive care unit [ICU] versus general ward) and diagnostic protocol for VTE (standard diagnostic algorithm vs other) in random-effects subgroup meta-analyses. Standard diagnostic algorithm was defined as the use of imaging tests in case of clinical suspicion of VTE and/or sudden increase of D-dimer levels [14,15]. In addition, we planned to analyse the incidence of VTE according to dose of pharmacological prophylaxis, if data were available.Statistical analyses were performed using R studio version 1.2.5001, “meta” and “forest” packages [16].
Results
A total of 1381 records were identified from the database search (Fig. 1
). After removing 530 duplicates, 812 records were excluded by title and abstract screening. Of the remaining 39 studies evaluated as full-text, 30 were included with a total of 3487 patients. The inter-reviewer agreement was excellent with a kappa statistic of 0.90 [17].
Fig. 1
PRISMA flow diagram.
PRISMA flow diagram.The size of the included studies ranged from 12 to 400 patients (Table 1
). Four studies were prospective, 22 retrospective, and in 4 the study design was unclear. Twenty-four studies were conducted in Europe, three in China, and three in the United States. Fig. 2
shows the summary risk of bias. Sixteen studies (70.0%) included patients consecutively and none had adequate follow-up duration with 33.7% of patients (499/1480; 11 studies) still hospitalized at the end of the study.
Table 1
Characteristics of included studies.
Study
Center
Country
PatientsNo.
Ageyears
MaleNo. (%)
Patients in ICUNo. (%)
Any dose anticoagulant, No. (%)
Prophylactic dose anticoagulant, No. (%)
Therapeutic dose anticoagulant, No. (%)
Diagnostic workup
VTENo. (%)
Al-Samkari H [33]
Multicenter
US
400
–
228 (57.0)
–
390 (97.5)
355 (88.8)
–
Suspicion of VTE
20 (5.0)
Artifoni M [34]
Multicenter
France
71
64
43 (60.6)
0
71 (100)
70 (98.6)
–
Suspicion of VTE
16 (22.5)
Betoule A [35]
Single center
France
76
62
–
0
–
–
–
Not specified
2 (2.6)
Beun R [36]
Single center
The Netherlands
75
–
–
75 (100)
–
–
–
Suspicion of VTE
23 (30.7)
Beyls C [37]
Single center
France
12
62
10 (83.3)
12 (100)
–
–
–
Not specified
1 (8.3)
Bompard F [38]
Multicenter
France
135
64
94 (69.6)
24 (17.8)
–
72 (53.3)
–
Suspicion of VTE
32 (23.7)
Cattaneo M [39]
Single center
Italy
64
70
35 (54.7)
0
64 (100)
64 (100)
0
Screening CUSb
0
Criel M [40]
Single center
Belgium
82
–
48 (58.5)
30 (36.6)
80 (97.6)
–
–
Not specified
6 (7.3)
Cui S [8]
Single center
China
81
60
37 (45.7)
81 (100)
0
0
–
Not specified
20 (24.7)
Demelo-Rodrìguez P [18]
Single center
Spain
156
68
102 (65.4)
0
153 (98.1)
153 (98.1)
–
Screening CUSb
23 (14.7)
Desborough M [28]
Single center
UK
66
59
48 (72.7)
66 (100)
66 (100)
55 (83.3)
11 (16.7)
Suspicion of VTE
10 (15.2)
Fraissè M [29]
Single center
France
92
61
73 (79.3)
92 (100)
92 (100)
43 (46.7)
49 (53.3)
Suspicion of VTE
31 (33.7)
Grandmaison G [41]
Single center
Switzerland
58
–
–
29 (50.0)
49 (84.5)
42 (72.4)
7 (12.1)
Suspicion of VTEb
23 (39.7)
Grillet F [42]
Single center
France
100
66
70 (70.0)
39 (39.0)
–
–
–
CT scan in selected patients
23 (23.0)
Helms j [30]
Multicenter
France
150
63
122 (81.3)
150 (100)
150 (100)
105(70.0)
45 (30.0)
Suspicion of VTEa
28 (18.7)
Klok FA [7]
Multicenter
The Netherlands
184
64
139 (75.5)
184 (100)
184 (100)
167 (90.8)
17 (9.2)
Suspicion of VTE
68 (37.0)
Leonard-Lorant I [43]
Single center
France
106
63
70 (66.0)
48 (45.3)
49 (46.2)
42 (39.6)
7 (6.6)
CT scan in selected patients
32 (30.2)
Llitjos JF [9]
Multicenter
France
26
68
20 (76.9)
26 (100)
26 (100)
8 (30.8)
18 (69.2)
Suspicion of VTEb
20 (76.9)
Lodigiani C [31]
Single center
Italy
388
66
264 (68.0)
61 (15.7)
335 (86.3)
194 (50.0)
74 (19.1)
Suspicion of VTE
16 (4.1)
Longchamp A [32]
Single center
Switzerland
25
68
16 (64.0)
25 (100)
25 (100)
23 (92.0)
2 (8.0)
Unclear
8 (32.0)
Maatman TK [44]
Multicenter
US
109
61
62 (56.9)
109 (100)
109 (100)
109 (100)
0
Suspicion of VTEc
31 (28.4)
Middeldorp S [45]
Single center
The Netherlands
198
61
130 (65.7)
74 (37.4)
186 (93.9)
167 (84.3)
19 (9.6)
Suspicion of VTEd
33 (16.7)
Nahum J [46]
Single center
France
34
62
25 (73.5)
34 (100)
34 (100)
34 (100)
0
Screening CUS
27 (79.4)
Poissy J [47]
Single center
France
107
57
13 (12.1)
107 (100)
107 (100)
107 (100)
0
Suspicion of VTEa
24 (22.4)
Poyiadji N [48]
Multicenter
US
328
–
150 (45.7)
82 (25.0)
–
–
–
CT scan in selected patients
72 (22.0)
Ren B [10]
Multicenter
China
48
70
26 (54.2)
48 (100)
47 (97.9)
47 (97.9)
–
Screening with CUS
41 (85.4)
Tavazzi G [49]
Single center
Italy
54
68
45 (83.3)
54 (100)
54 (100)
54 (100)
0
Not specified
10 (18.5)
Thomas W [50]
Single center
UK
63
59
44 (78.6)
63 (100)
–
–
–
Suspicion of VTE
6 (9.5)
Voicu S [51]
Single center
France
56
–
42 (75.0)
56 (100)
56 (100)
49 (87.5)
7 (12.5)
Screening CUS
26 (46.4)
Zhang L [52]
Single center
China
143
63
74 (51.7)
0
53 (37.1)
53 (37.1)
0
Suspicion of VTEb
66 (46.2)
CT, computed tomography; CUS, compression ultrasonography; DVT, deep vein thrombosis; ICU, intensive care unit; PE, pulmonary embolism; VTE, venous thromboembolism; UK, United Kingdom; US, United States of America.
Diagnostic workup for DVT was unclear.
Screening for DVT was performed in all patients.
Diagnostic workup for PE was unclear.
Screening for DVT was performed in a part of patients.
Fig. 2
Summary risk of bias for included studies.
MINORS, methodological index for non-randomized studies.
Characteristics of included studies.CT, computed tomography; CUS, compression ultrasonography; DVT, deep vein thrombosis; ICU, intensive care unit; PE, pulmonary embolism; VTE, venous thromboembolism; UK, United Kingdom; US, United States of America.Diagnostic workup for DVT was unclear.Screening for DVT was performed in all patients.Diagnostic workup for PE was unclear.Screening for DVT was performed in a part of patients.Summary risk of bias for included studies.MINORS, methodological index for non-randomized studies.The mean age ranged between 57 and 70 years and 62.1% were males (1951/3144; 25 studies). Seventy-two percent of patients (1008/1395, 72.3%; 8 studies) were hospitalized in medical wards and 27.7% were admitted to the ICU (387/1395; 8 studies). Eighteen studies provided information on VTE risk factors: the presence of cancer was reported in 8.7% of patients (178/2054; 16 studies) and previous VTE in 4.0% (72/1785; 14 studies). Fifteen studies reported on anticoagulants for VTE prevention which were used at prophylactic doses in 73.2% of patients (2013/2751; 23 studies), intermediate doses in 8.0% (67/837 patients; 7 study), and therapeutic doses in 16.8% (256/1526; 13 studies).Data for both PE and DVT were available from 16 studies, whereas 6 reported only on PE and 7 only on DVT. Overall, the incidence of VTE was 26% (95% PI, 6% to 66%; 752/3487 patients, Fig. 3
), including PE with or without DVT in 12% (95% PI, 2% to 46%; 386/2908 patients; 22 studies, Fig. 4
) and DVT alone in 14% (95% PI, 1% to 75%; 347/2672 patients; 23 studies, Fig. 5
). Fourteen studies reported information on the extension of PE which involved the main trunk or lobar pulmonary arteries in 37.8% of cases (91/241; 12 studies), segmental arteries in 37.9% (114/301; 12 studies), and subsegmental arteries in 19.0% (59/311; 13 studies). Thirteen studies reported on the extension of DVT which involved the proximal veins in 32.2% of cases (88/273; 13 studies) and distal veins in 67.0% (136/203; 9 studies). Nine studies failed to describe the diagnostic work-up for VTE, 9 studies used imaging tests in case of clinically suspected VTE, and the remaining 12 studies used various approaches which included (serial) screening ultrasonography or patient sampling based on the availability of chest computed tomography independently of VTE suspicion. In studies which applied diagnostic tests only if thrombosis was clinically suspected, VTE was diagnosed in 17% (95% PI, 2% to 71%), PE with or without DVT in 13% (95% PI, 2% to 57%), and DVT alone in 6% (95% PI, 0% to 60%). Higher estimates for VTE and DVT alone were reported in studies using other diagnostic work-up or patient sampling (Fig. 3, Fig. 5). Ten studies which performed screening ultrasonography for DVT in all patients found a DVT incidence that varied widely between 0% and 85% and seemed to be largely accounted by asymptomatic distal DVT [10,18].
Fig. 3
Incidence of venous thromboembolism in hospitalized patients with COVID-19.
Grey squares indicate individual study estimates of the proportion of the outcome, grey horizontal lines indicate 95% confidence intervals of the individual studies, diamonds indicate summary estimates with 95% confidence intervals, and horizontal black lines represent 95% prediction intervals.
Incidence of pulmonary embolism in hospitalized patients with COVID-19.
Grey squares indicate individual study estimates of the proportion of the outcome, grey horizontal lines indicate 95% confidence intervals of individual studies, diamonds indicate summary estimates with 95% confidence intervals, and horizontal black lines represent 95% prediction intervals.
Incidence of deep vein thrombosis in hospitalized patients with COVID-19.
Grey squares indicate individual study estimates of the proportion of the outcome, grey horizontal lines indicate 95% confidence intervals of the individual studies, diamonds indicate summary estimates with 95% confidence intervals, and horizontal black lines represent 95% prediction intervals.
CI, confidence intervals; COVID-19, Coronavirus disease 2019; DVT, deep vein thrombosis; ES, estimates; ICU, intensive care unit; NR, not reported; PI, prediction intervals.
Incidence of venous thromboembolism in hospitalized patients with COVID-19.Grey squares indicate individual study estimates of the proportion of the outcome, grey horizontal lines indicate 95% confidence intervals of the individual studies, diamonds indicate summary estimates with 95% confidence intervals, and horizontal black lines represent 95% prediction intervals.CI, confidence intervals; COVID-19, Coronavirus disease 2019; ES, estimates; ICU, intensive care unit; NR, not reported; PI, prediction intervals; VTE, venous thromboembolism.Incidence of pulmonary embolism in hospitalized patients with COVID-19.Grey squares indicate individual study estimates of the proportion of the outcome, grey horizontal lines indicate 95% confidence intervals of individual studies, diamonds indicate summary estimates with 95% confidence intervals, and horizontal black lines represent 95% prediction intervals.CI, confidence intervals; COVID-19, Coronavirus disease 2019; ES, estimates; ICU, intensive care unit; NR, not reported; PE, pulmonary embolism; PI, prediction intervals.Incidence of deep vein thrombosis in hospitalized patients with COVID-19.Grey squares indicate individual study estimates of the proportion of the outcome, grey horizontal lines indicate 95% confidence intervals of the individual studies, diamonds indicate summary estimates with 95% confidence intervals, and horizontal black lines represent 95% prediction intervals.CI, confidence intervals; COVID-19, Coronavirus disease 2019; DVT, deep vein thrombosis; ES, estimates; ICU, intensive care unit; NR, not reported; PI, prediction intervals.In the analysis restricted to studies in ICU patients where referral to imaging was based on clinical suspicion, VTE was diagnosed in 24% (95% PI, 5% to 66%; 7 studies), PE with or without DVT in 19% (95% PI, 6% to 47%; 10 studies), and DVT alone in 7% (95% PI, 0% to 69%; 6 studies, Supplementary Fig. 1). The corresponding values in patients admitted to general wards were 9% (95% PI, 0% to 94%; 4 studies), 4% (95% PI, 0% to 100%; 3 studies), and 7% (95% CI, 1% to 49%; 2 studies), respectively (Supplementary Fig. 2).
Discussion
This meta-analysis found that VTE occurs in a relevant proportion of patients hospitalized for COVID-19. The incidence is higher in patients admitted to ICU, but seems also substantial in patients of general wards despite use of thromboprophylaxis. All prediction intervals were wide indicating low confidence in the summary estimates.The incidence of VTE in hospitalized COVID-19patients appears to be considerably higher compared to the incidence reported in previous studies on acute medical patients and critically-illpatients with sepsis or septic shock [[19], [20], [21]]. Most cases of VTE were represented by PE with or without concomitant DVT. The combination of systemic activation of coagulation, extensive pulmonary endotheliopathy and thrombo-inflammatory process caused by SARS-CoV2 may result in diffuse pulmonary intravascular coagulopathy and pulmonary arterial thrombosis [[22], [23], [24]]. The clinical presentation of PE may overlap with that of COVID-19 pneumonia which may hindrance the recognition of PE symptoms in patients who are already complaining of dyspnoea. Therefore, current estimates may even represent an underestimation of the actual PE incidence in COVID-19 as also suggested by autopsy studies [25]. Nine studies followed standard diagnostic protocols for suspected VTE, which included imaging tests performed only in cases of clinical suspicion or sudden increase in D-dimer levels. Although the incidence of VTE appeared to be lower compared to studies using other diagnostic strategies or patient sampling, the risk of VTE remained substantial with an average PE incidence that was as high as 19% in patients admitted to ICU.The risk of VTE seemed to remain considerable despite most patients received pharmacological thromboprophylaxis [7]. In all studies the decision on the intensity and duration of anticoagulation for VTE prevention was left to treating physicians limiting any conclusion about optimal dosing in these patients. Whether higher doses of thromboprophylaxis may reduce VTE without significantly increase the risk of major bleeding is currently under evaluation in several RCTs (NCT04345848, NCT04366960, NCT04416048, NCT04360824, NCT04345848, NCT04445623, NCT04427098, NCT04373707). Anti-inflammatory treatment may represent a potentially promising alternative to control inflammation-induced endotheliopathy and local pulmonary thrombotic microangiopathy associated with COVID-19 [26,27].The current meta-analysis has some limitations which warrant discussion. Most studies included a relatively small number of cases with poor description of patient characteristics, which limited the possibility to explore the effects of concomitant risk factors on the incidence of VTE. The lack of randomization and the little data provided on the incidence of VTE stratified by use, type, dose, and duration of anticoagulation (i.e. prophylactic, intermediate, or therapeutic dose) precluded subgroup analysis on the effects of pharmacological prophylaxis. Based on scanty information available, we could only describe the incidence of VTE according to the percentage of patients receiving anticoagulation in each study (Fig. 3, Fig. 4, Fig. 5 and Supplementary Figures). Five studies reported the incidence of bleeding complications which ranged between 0% and 10.6% [[28], [29], [30], [31], [32]]. Two studies specified the criteria used to define bleeding [28,29], and only two described whether bleeding events occurred on- or off-anticoagulation without providing information on the dose and type of pharmacological prophylaxis at the time of events [28,32]. One fifth of the studies provided no information on the diagnostic work-up for VTE and about half failed to report on both PE and DVT. The proportion of patients who were still in hospital at the end of the study varied between 8% and 75.5%. As the risk of VTE may persist beyond the first week of hospitalization, inadequate follow-up duration may have contributed to underestimating VTE incidence.
Conclusion
VTE represents a frequent complication in patients admitted for COVID-19 and often occurs as PE. Pooled incidences are based on very low-quality evidence due to heterogeneity and risk of bias which reduces the confidence in the size of the estimates. Nevertheless, VTE incidence appears to be high, and referral to imaging may be advisable at a low threshold for VTE suspicion.
Funding
This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.
CRediT authorship contribution statement
Study conception and design, A. Porfidia, E. Valeriani, M. Di Nisio; Bibliographic searches: A. Rutjes; Data acquisition: A. Porfidia, E. Valeriani; Statistical analysis: E. Valeriani; Interpretation of the data: All authors; Drafting of the manuscript: All authors; Critical revision of the manuscript for important intellectual content: All authors; Final approval of the manuscript: All authors.
Declaration of competing interest
E. Valeriani, E. Porreca, A. Rutjes has nothing to disclose; A. Porfidia received personal fees and non-financial support from Boehringer Ingelheim, Daiichi Sankyo, Pfizer, Aspen, Novartis outside the submitted work; R. Pola received personal fees and non-financial support from Boehringer Ingelheim, Bayer, Daiichi Sankyo, Pfizer, Aspen, Novartis outside the submitted work; M. Di Nisio received personal fees from Bayer, Daiichi Sankyo, Pfizer, Leo Pharma, and Sanofi outside the submitted work.
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