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Trauma | COVID-19

The impact of COVID-19 on mortality in trauma patients undergoing orthopedic surgery: a systematic review and meta-analysis

Clinical and Experimental Emergency Medicine 2023;10(3):315-326.
Published online: May 15, 2023

1Department of Orthopedic and Traumatology, Faculty of Medicine, Ulin General Hospital, Universitas Lambung Mangkurat, Banjarmasin, Indonesia

2Department of Emergency, Siloam Hospital, Banjarmasin, Indonesia

3Biomedical Department, Faculty of Medicine, Universitas Lambung Mangkurat, Banjarmasin, Indonesia

Correspondence to: Husna Dharma Putera Department of Orthopedic and Traumatology, Faculty of Medicine, Ulin General Hospital, Universitas Lambung Mangkurat, 14 Jalan Bunyamin Permai II Ray 10, Banjarmasin 70248, Indonesia Email: hdputera@ulm.ac.id
• Received: November 25, 2022   • Revised: March 19, 2023   • Accepted: March 29, 2023

Copyright © 2023 The Korean Society of Emergency Medicine

This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/).

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    The Journal of Arthroplasty.2025; 41(1): S6.     CrossRef
  • The impact of pulmonary tuberculosis on SARS-CoV-2 infection: a nationwide cohort study
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    Frontiers in Medicine.2024;[Epub]     CrossRef

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The impact of COVID-19 on mortality in trauma patients undergoing orthopedic surgery: a systematic review and meta-analysis
Clin Exp Emerg Med. 2023;10(3):315-326.   Published online May 15, 2023
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The impact of COVID-19 on mortality in trauma patients undergoing orthopedic surgery: a systematic review and meta-analysis
Clin Exp Emerg Med. 2023;10(3):315-326.   Published online May 15, 2023
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The impact of COVID-19 on mortality in trauma patients undergoing orthopedic surgery: a systematic review and meta-analysis
Image Image Image Image Image Image
Fig. 1. PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) 2020 statement flowchart of the search strategy and selection of studies.
Fig. 2. No publication bias is visible in the funnel plot of the selected studies. This figure displays the qualitatively evaluated asymmetry findings from each study. OR, odds ratio.
Fig. 3. Forest plot of all the articles included in this study. M-H, Mantel-Haenszel test; Random, random-effects model; CI, confidence interval.
Fig. 4. Postoperative mortality of (A) during index hospitalization and (B) 30-day follow-up. M-H, Mantel-Haenszel test; Random, random-effects model; CI, confidence interval.
Fig. 5. Postoperative mortality in the patients with a mean age of (A) >60 years and (B) <60 years. M-H, Mantel-Haenszel test; Random, random-effects model; CI, confidence interval.
Fig. 6. Occurrence of venous thromboembolism in COVID-19–positive and COVID-19–negative groups. M-H, Mantel-Haenszel test; Random, random-effects model; CI, confidence interval.
The impact of COVID-19 on mortality in trauma patients undergoing orthopedic surgery: a systematic review and meta-analysis
Outcome Anticipated absolute effecta) (95% CI)
Relative effect OR (95% CI) No. of participants No. of observational studies Certainty of the evidence (GRADE)
Risk with COVID-19 (–) (per 100) Risk with COVID-19 (+) (per 100)
Overall mortality 5 30 (25–36) 7.72 (6.01–9.93) 7,452 16 Low
Inpatient postoperative mortality 5 32 (24–41) 8.67 (5.82–12.91) 6,753 10 Low
Postoperative mortality at 30-day follow-up 8 38 (26–51) 7.32 (4.30–12.49) 699 6 Very lowb)
Postoperative mortality in the patients with a mean age of >60 yr 5 30 (25–36) 7.75 (6.02–9.97) 7,418 15 Low
Postoperative mortality in the patients with a mean age of <60 yr 4 20 (2–76) 5.75 (0.46–72.30) 34 1 Very lowc)
Venous thromboembolism incidence 1 4 (1–11) 4.08 (1.23–13.58) 993 5 Low
Study Study period Study design Study location Age (yr) Female sex Intervention location Covid-19 (+)
Covid-19 (–)
Follow-up
Mortality (n=134, 29.38%) Total surgery (n=456) Mortality (n=371, 5.30%) Total surgery (n=6,996)
Andrzejowski et al. [9] March 23, 2020–April 22, 2020 (1 mo) Prospective UK 60.7 (1–98) 88 Upper limb, hip, lower limb, and other trauma 4 (33.33) 12 4 (2.66) 150 Inpatient
Balakumar et al. [11] March 26, 2020–May 20, 2020 (56 day) Prospective UK 65.0 Not reported Clavicle, upper limb, hip, lower limb, and other trauma 19 (44.18) 43 11 (7.53) 146 30-day
Beaven et al. [10] March 28, 2020–May 25, 2020 (59 day) Prospective UK 83.0 (76–90) Not reported Proximal femur 9 (22.50) 40 8 (5.51) 145 Inpatient
Clement et al. [12] March 1, 2020–April 19, 2020 (50 day) Retrospective Edinburg, UK 60.0 (14–102) 850 Upper limb, hip, lower limb, and other trauma 22 (32.35) 68 63 (4.19) 1,501 Inpatient
Dallari et al. [13] March 8, 2020–May 4, 2020 (58 day) Retrospective Italy 83.3 381 Hip 8 (15.09) 53 7 (1.65) 424 Inpatient
Egol et al. [14] February 1, 2020–April 15, 2020 (75 day) Prospective New York, USA 83.0 78 Hip 6 (35.29) 17 1 (0.93) 107 Inpatient
Fisher et al. [15] March 16, 2020–May 15, 2020 (61 day) Retrospective New York, USA 58.0 10 Not reported 2 (20.0) 10 1 (4.16) 24 30-day
Greensmith et al. [24] March 14, 2020–May 28, 2020 (76 day) Cross-sectional UK 81.6 (51–103) Not reported Hip 2 (40.0) 5 5 (5.95) 84 30-day
Hall et al. [16] March 1, 2020–April 15, 2020 (46 day) Retrospective UK 80.0 (50–101) Not reported Hip 9 (36.0) 25 24 (8.63) 278 30-day
LeBrun et al. [17] March 20, 2020–April 24, 2020 (36 day) Retrospective New York, USA 85.0 (65–100) Not reported Hip 3 (42.85) 7 1 (2.50) 40 Inpatient
Lim et al. [18] March 1, 2020–May 15, 2020 (76 day) Retrospective UK 84.9 70 Neck of femur 1 (14.28) 7 7 (8.23) 85 Inpatient
Pass et al. [19] July 1, 2020–December 31, 2020 (6 mo) Retrospective Germany, Austria, and Switzerland 85.0 (80–89) 2,678 Proximal femur 32 (26.01) 123 214 (5.90) 3,610 Inpatient
Sobti et al. [20] March 1, 2020–May 31, 2020 (3 mo) Prospective UK 83.5 Not reported Neck of femur 3 (50.0) 6 5 (10.63) 47 Inpatient
Thakrar et al. [21] March 15, 2020–April 15, 2020 (1 mo) Retrospective UK 81.6 (54–100) Not reported Hip 4 (33.0) 12 1 (16.60) 6 30-day
Wright et al. [22] March 11, 2020–April 30, 2020 (41 day) Retrospective UK 81.1 (38–98) Not reported Neck of femur 5 (31.25) 16 3 (16.67) 50 30-day
Zajonz et al. [23] January 1, 2020–January 31, 2021 (1 yr) Retrospective Germany 82.0 219 Proximal femur 5 (41.67) 12 16 (5.35) 299 Inpatient
Study Total postoperative mortality COVID-19 (+)
COVID-19 (–)
Venous thromboembolism incidence
Mean hospital stay (day)
Primary cause of postoperative death Underlying disease Complication Primary cause of postoperative death Underlying disease Complication COVID-19 (+) COVID-19 (–) COVID-19 (+) COVID-19 (–)
Andrzejowski et al. [9] 8 4 Complications due to COVID-19 1 COPD Not reported 1 Pneumonia 1 COPD Not reported Not reported Not reported Not reported Not reported
2 Diabetes 1 t-ICH 2 Diabetes
1 Lung cancer 1 Sepsis 1 Lung cancer
1 Autoimmune disease 1 Record unavailable 2 Stroke
1 Hypothyroidism
1 Prostate cancer 1 IHD
1 Lymphoma 1 Heart failure
1 CKD
1 AF
Balakumar et al. [11] 17 5 Respiratory failures Not reported Not reported 1 Respiratory failure Not reported Not reported Not reported Not reported Not reported Not reported
2 Deliriums 1 Pneumonia
1 Pneumonia 1 Old age
1 NOF fracture 1 Sepsis
4 Records unavailable
Beaven et al. [10] 30 Not reported Not reported Not reported Not reported Not reported Not reported Not reported Not reported Not reported Not reported
Clement et al. [12] 85 Not reported Not reported Not reported Not reported Not reported Not reported Not reported Not reported Not reported Not reported
Dallari et al. [13] 15 Not reported Not reported 16 Acute anemias Not reported Not reported 138 Acute anemias 0 2 14.7 10.9
6 Pneumonias 7 Pneumonias
6 Other respiratory complications 8 Other respiratory complications
3 AHFs 9 AHFs
2 UTIs 7 UTIs
1 ARF 2 ARFs
3 Sepsis
2 PEs
2 Seizures
27 Other minor complications
Egol et al. [14] 7 Not reported 8 Cardiovascular diseases (excluding hypertension) 3 Sepsis Not reported 40 Cardiovascular diseases (excluding hypertension) 3 Sepsis 2 3 9.8 5
2 Bacterial pneumonias 1 Bacterial pneumonia
11 Hypertensions 10 Viral pneumonias 67 Hypertensions 3 PEs
1 Immunocompromised state 2 PEs 4 Immunocompromised states 3 MIs
2 MIs 2 Strokes
7 Diabetes 7 ARDSs 20 Diabetes 2 ARDSs
4 ARFs 2 Cardiac arrests 8 ARFs 8 ARFs
9 Hyperlipidemias 3 ARFs 38 Hyperlipidemias 6 UTIs
6 Dementias 7 Anemias 27 Dementias 35 Anemias
7 Hypotensions 13 Hypotensions
6 AFs 12 AFs
Fisher et al. [15] 3 Not reported Not reported 1 Cardiac arrest Not reported Not reported 1 Cardiac arrest 2 0 9 7.91
5 Postoperative anemias 4 Postoperative anemias
1 ARDS 1 ARDS
2 PE/DVTs 1 Pneumonia
2 Pneumonias 1 Sepsis
1 MI 1 UTI
Greensmith et al. [24] 7 2 Complications due to COVID-19 Not reported Not reported 1 Complication from disseminated malignancy Not reported Not reported Not reported Not reported Not reported Not reported
1 UGIB
1 SUO
1 Urosepsis
1 Stroke
Hall et al. [16] 33 9 Complications due to COVID-19 Not reported Not reported Not reported Not reported Not reported Not reported Not reported Not reported Not reported
LeBrun et al. [17] 4 3 Complications due to COVID-19 3 Hypertensions 6 Pneumonias 1 Intraoperative cardiac arrest 1 CAD 5 Pneumonias 0 1 8 6
2 Hyperlipidemias 1 Arrhythmia 1 AF 7 UTI
2 Diabetes 2 UTIs 1 Hypertension 1 DVT
1 Osteoporosis 1 Hyperlipidemia 1 MI
2 Dementias 1 Diabetes 2 Decubitus ulcers
1 Malignancy 1 Hypothyroidism
1 PUD 1 CKD
1 GERD
1 BPH
Lim et al. [18] 8 1 Complication due to COVID-19 1 Asthma Not reported Not reported 5 Asthmas Not reported Not reported Not reported 30.3 12
1 Other lung disease 6 COPDs
5 Cardiovascular diseases 12 Other lung diseases
3 Malignancies 54 Cardiovascular diseases
2 Diabetes 30 Malignancies
3 Renal diseases 14 Diabetes
3 Dementia 19 Renal diseases
16 Dementias
Pass et al. [19] 246 Not reported Not reported Not reported Not reported Not reported Not reported Not reported Not reported 19.1 15.1
Sobti et al. [20] 8 Not reported Not reported Not reported Not reported Not reported Not reported Not reported Not reported Not reported Not reported
Thakrar et al. [21] 5 4 Complications due to COVID-19 Not reported Not reported Not reported Not reported Not reported Not reported Not reported Not reported Not reported
Wright et al. [22] 8 Not reported Not reported Not reported Not reported Not reported Not reported Not reported Not reported 17 10
Zajonz et al. [23] 21 5 Complications due to COVID-19 Not reported Not reported 7 Cardiac decompensation with myocardial failures Not reported Not reported 0 2 15.6 11.5
2 PEs
2 Pneumonias
1 MI
1 Sepsis
1 GI bleeding
1 Epileptic shock with aspiration
1 Hepatic failure
Table 1. GRADE summary of findings

GRADE, Grading of Recommendations, Assessment, Development, and Evaluation; CI, confidence interval; OR, odds ratio.

The risk in the intervention group (and its 95% CI) is based on the assumed risk in the comparison group and the relative effect of the intervention (and its 95% CI).

One study had a high risk of bias and two studies had moderate risk of bias.

The 95% CI crosses the line of no effect and has an insufficient sample to meet the optimal information size criteria.

Table 2. Study characteristics and postoperative mortality

Values are presented as mean (range), number only, or number (%).

Table 3. Incidence of venous thromboembolism, underlying disease, complications, and length of hospital stay in COVID-19–positive and COVID-19–negative groups

COPD, chronic obstructive pulmonary disease; t-ICH, traumatic intracranial hemorrhage; IHD, ischemic heart disease; CKD, chronic kidney disease; AF, atrial fibrillation; NOF, neck of femur; AHF, acute heart failure; UTI, urinary tract infection; ARF, acute renal failure; PE, pulmonary embolism; MI, myocardial infarction; ARDS, acute respiratory distress syndrome; DVT, deep vein thrombosis; UGIB, upper gastrointestinal bleeding; SUO, sepsis of unknown origin; PUD, peptic ulcer disease; GERD, gastroesophageal reflux disease; BPH, benign prostatic hyperplasia; CAD, coronary artery disease; GI, gastrointestinal.