Early Prognostic Stratification of Clostridioides difficile Infection in the Emergency Department: The Role of Age and Comorbidities
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Population and Design
2.2. Patient Findings and Clinical History
- Demographic data, including age and gender. According to age, the patients were divided into three different subgroups: 18–64 years; 65–79 years; 80 years and older;
- Vital signs, including systolic and diastolic blood pressure, heart rate, respiratory rate, oxygen saturation, body temperature;
- Laboratory parameters, including white blood cell count, serum creatinine, and serum albumin;
- Main symptoms at ED admission;
- Vital parameters and clinical presentation at admission were used to calculate, for each patient, the quick sequential organ failure assessment (qSOFA) score [14]. According to this score, patients were divided into two groups: suspected sepsis at presentation (qSOFA ≥ 2), and non-septic presentation (qSOFA < 2);
- Comorbidities, including hypertension, severe obesity (defined as BMI > 40), history of coronary artery disease (CAD), congestive heart failure, cerebrovascular disease, dementia, diabetes, chronic obstructive pulmonary disease (COPD), chronic kidney disease, malignancy. Overall comorbidity was assessed via the Charlson comorbidity index (CCI) for each patient [15].
2.3. Outcome Measures
- All-cause in-hospital death;
- The occurrence of major complications, which included all-cause in-hospital death, admission to intensive care unit (ICU)/need for mechanical ventilation, sepsis occurrence [16], and surgical intervention.
2.4. Statistical Analysis and Sample Size
2.5. Institutional Review Board Statement
3. Results
3.1. In-Hospital Death Occurrence
3.2. Cumulative Major Complication Occurrence
3.3. Overall LOS and ED Readmission within 60 Days
4. Discussion
5. Study Limitations
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variable | Age 19–64 N = 80 | Age 65–79 N = 171 | Age > 80 N = 199 | p |
---|---|---|---|---|
Median Age | 53 (43–61) | 74 (69.5–77) | 85 (82–89) | |
Sex (Male) | 27 (33.8%) | 62 (36.3%) | 48 (24.1%) | 0.032 |
ED Presentation and not Ed presentation | ||||
Antibiotic therapy | 74 (92.5%) | 155(90.6%) | 180 (90.4%) | 0.418 |
Previous clostridium infection | 16 (20.0%) | 51 (29.8%) | 51 (25.6%) | 0.249 |
Fever | 42 (52.5%) | 58 (33.9%) | 71 (35.7%) | 0.012 |
Abdominal pain | 29 (36.3%) | 24 (14.0%) | 35 (17.6%) | <0.001 |
Vomit | 9 (11.3%) | 19 (11.1%) | 21 (10.6%) | 0.979 |
Dyspnea | 2 (2.5%) | 25 (14.6%) | 25 (12.6%) | 0.017 |
Syncope | 3 (3.8%) | 7 (4.1%) | 9 (4.5%) | 0.953 |
Malaise/fatigue | 8 (10.0%) | 20 (11.7%) | 24 (12.1%) | 0.886 |
Gastrointestinal bleeding | 4 (5.0%) | 4 (2.3%) | 4 (2.0%) | 0.354 |
qSOFA score | 0 (0–1) | 0 (0–1) | 0 (0–1) | 0.422 |
Laboratory Values | ||||
Serum Creatinine mg/dL | 0.76 (0.55–1.16) | 0.91 (0.62–1.47) | 1.22 (0.78–1.83) | <0.001 |
White blood cell count | 10.02 (7.33–14.32) | 10.6 (7.74–15.90) | 11.5 (7.95–17.01) | 0.163 |
Serum Albumin | 30.5 (24.7–34) | 27 (23–30) | 26 (22–31) | 0.003 |
Comorbidities | ||||
Charlson Comorbidity Index | 1 (0–2) | 4 (3–5) | 5 (4–6) | <0.001 |
Ischemic heart disease | 7 (8.8%) | 19 (11.1%) | 28 (14.1%) | 0.420 |
Congestive heart failure | 4 (5.0%) | 19 (11.1%) | 41 (20.6%) | 0.001 |
Peripheral vascular disease | 8 (10.0%) | 36 (21.1%) | 50 (25.1%) | 0.019 |
Dementia | 0 | 11 (6.4%) | 26 (13.1%) | 0.001 |
COPD | 0 | 25 (14.6%) | 33 (16.6%) | 0.001 |
Diabetes | 7 (8.8%) | 21 (12.3%) | 33 (16.6%) | 0.185 |
Chronic kidney disease | 2 (2.5%) | 12 (7.0%) | 23 (11.6%) | 0.034 |
Rheumatologic disease | 0 | 3 (1.8%) | 2 (1.0%) | 0.458 |
HIV infection | 1 (1.3%) | 1 (0.6%) | 1 (0.5%) | 0.775 |
Leukemia/Lymphoma | 3 (3.8%) | 6 (358%) | 6 (3.0%) | 0.941 |
Solid Malignancy | 7 (8.8%) | 19 (11.1%) | 9(4.5%) | 0.058 |
Outcomes | ||||
Death | 3 (3.8%) | 15 (8.8%) | 45 (22.6%) | <0.001 |
Mechanical Ventilation | 2 (2.5%) | 7 (4.1%) | 4 (2.0%) | 0.478 |
Sepsis | 9 (11.3%) | 24 (14.0%) | 37 (18.6%) | 0.243 |
Colon surgery | 0 | 1 (0.6%) | 1 (0.5%) | 0.799 |
Major Cumulative Complications # | 11 (13.8%) | 32 (18.7%) | 62 (31.2%) | 0.002 |
Length of Hospital Stay (days) | 6.1 (3.1–14.5) | 12.1 (6.8–19.9) | 9.9 (5.5–16.9) | 0.001 |
ED readmission in 60 days | 7 (8.8%) | 17 (9.9%) | 15 (7.5%) | 0.715 |
Variable | Survived | Deceased | Univ. p Value | Hazard Ratio (95% CI) | Multiv. p Value |
---|---|---|---|---|---|
Median cumulative age | 77 (67–83) | 83 (78–87) | |||
Age > 81 § years | 133 (32.8%) § | 44 (66.7%) | <0.001 | 3.02 (1.64–5.53) | <0.001 |
Sex (Male) | 122 (31.5%) | 15 (23.8%) | 0.240 | ||
ED Presentation and not Ed presentation | |||||
Antibiotic therapy | 357 (90.9%) | 52 (92.4%) | 0.684 | ||
Previous clostridium infection | 99 (25.6%) | 19 (30.2%) | 0.443 | ||
Fever | 145 (37.5%) | 26 (41.3%) | 0.578 | ||
Abdominal pain | 77 (19.9%) | 11 (17.5%) | 0.734 | ||
Vomit | 39 (10.1%) | 10 (15.9%) | 0.189 | ||
Dyspnea | 36 (9.3%) | 16 (25.4%) | <0.001 | 1.79 (1.01–3.17) | 0.047 |
Syncope | 18 (4.7%) | 1 (1.6%) | 0.495 | ||
Malaise/fatigue | 44 (11.4%) | 8 (12.7%) | 0.831 | ||
Gastrointestinal bleeding | 10 (2.6%) | 2 (3.2%) | 0.679 | ||
qSOFA score | 0 [0,1] | 0 (0–1) | 0.183 | ||
Laboratory Values | |||||
Serum Creatinine mg/dL | 0.94 (0.67–1.52) | 1.41 (0.81–2.80) | 0.002 | ||
Creatinine > 2.5 § mg/dL | 38 (9.4%) | 19 (28.8%) | <0.001 | 1.88 (1.07–3.29) | 0.028 |
WBC (Cells × 109/L) | 10.7 (7.58–15.29) | 15.7 (10.44–24.36) | <0.001 | ||
WBC > 13.31 § (Cells × 109/L) | 125 (30.8%) | 39 (59.1%) | <0.001 | 1.74 (1.03–2.94) | 0.037 |
Serum Albumin (µmol/L) | 27 (24–32) | 24 (20–28) | <0.001 | ||
Albumin ≤ 30 § (µmol/L) | 270 (66.5%) | 60 (90.9%) | <0.001 | 2.95 (1.25–6.93) | 0.013 |
Comorbidities | |||||
Charlson Comorbidity Index | 4 (3–5) | 5 (4–6) | <0.001 | ||
Charlson Index > 3 § | 258 (63.5%) | 58 (87.9%) | <0.001 | 1.95 (0.73–5.18) | 0.181 |
Ischemic heart disease | 48 (12.4%) | 6 (9.5%) | 0.676 | ||
Congestive heart failure | 50 (12.9%) | 14 (22.2%) | 0.077 | ||
Peripheral vascular disease | 80 (20.7%) | 14 (22.2%) | 0.741 | ||
Dementia | 29 (7.5%) | 8 (12.7%) | 0.211 | ||
COPD | 44 (11.4%) | 14 (22.2%) | 0.025 | ||
Diabetes | 48 (12.4%) | 13 (20.6%) | 0.109 | ||
Chronic kidney disease | 31(8.0%) | 6 (9.5%) | 0.626 | ||
Rheumatologic disease | 5 (1.3%) | 0 | 1.000 | ||
HIV infection | 3 (0.8%) | 0 | 1.000 | ||
Leukemia/Lymphoma | 13 (3.4%) | 2 (3.2%) | 1.000 | ||
Solid Malignancy | 29 (7.5%) | 6 (9.5%) | 0.610 | ||
Outcomes | |||||
Length of Hospital Stay (days) | 9.5 (5.0–17.1) | 11.5 (3.8–21.0) | 0.676 |
Variable | None or Minor Complications | Cumulative Major Complications | Univariate p Value | Hazard Ratio (95% CI) | Multiv. p Value |
---|---|---|---|---|---|
Median cumulative age | 77 (67–83) | 82 (72–86) | <0.001 | ||
Age > 81 § years | 116 (32.0%) | 61 (55.5%) | <0.001 | 2.90 (1.77–4.75) | <0.001 |
Sex (Male) | 111 (32.2%) | 26 (24.8%) | 0.183 | ||
ED Presentation and not Ed presentation | |||||
Antibiotic therapy | 317 (90.3%) | 92 (93.6%) | 0.286 | ||
Previous clostridium infection | 87 (25.2%) | 31 (29.5%) | 0.378 | ||
Fever | 126 (36.5%) | 45 (42.9%) | 0.252 | ||
Abdominal pain | 74 (21.4%) | 14 (13.3%) | 0.069 | ||
Vomit | 34 (9.9%) | 15 (14.3%) | 0.212 | ||
Dyspnea | 29(8.4%) | 23 (21.9%) | 0.001 | 1.45 (0.89–2.34) | 0.130 |
Syncope | 15 (4.3%) | 4 (3.8%) | 1.000 | ||
Malaise/fatigue | 36 (10.4%) | 16 (15.2%) | 0.221 | ||
Gastrointestinal bleeding | 9 (2.6%) | 3 (2.9%) | 1.000 | ||
qSOFA score | 0 (0–1) | 0 (0–1) | 0.184 | ||
Laboratory Values | |||||
Serum Creatinine mg/dL | 0.92 (0.68–1.49) | 1.21 (0.74–2.25) | 0.012 | ||
Creatinine > 2.5 § mg/dL | 33 (9.1%) | 24 (21.8%) | <0.001 | 1.64 (1.01–2.67) | 0.047 |
WBC (Cells × 109/L) | 10.65 (7.61–14.94) | 14.02 (9.01–21.2) | <0.001 | ||
WBC > 13.31 § (Cells × 109/L) | 107 (29.6%) | 57 (51.8%) | <0.001 | 1.61 (1.07–2.42) | 0.022 |
Serum Albumin (µmol/L) | 28 (24–32) | 25 (21–29) | 0.001 | ||
Albumin ≤ 30 § (µmol/L) | 242 (66.9%) | 88 (80.0%) | 0.008 | 1.45 (0.88–2.37) | 0.141 |
Comorbidities | |||||
Charlson Comorbidity Index | 4 (3–5) | 5 (4–6) | 0.002 | ||
Charlson Index > 3 § | 233 (64.4%) | 83 (75.5%) | 0.030 | 1.13 (0.60–2.14) | 0.701 |
Ischemic heart disease | 43 (12.5%) | 11 (10.5%) | 0.732 | ||
Congestive heart failure | 40 (11.8%) | 24 (22.9%) | 0.006 | ||
Peripheral vascular disease | 70 (20.3%) | 24 (22.9%) | 0.585 | ||
Dementia | 25 (7.2%) | 12 (11.4%) | 0.221 | ||
COPD | 37 (10.7%) | 21 (20.0%) | 0.019 | ||
Diabetes | 45 (13.0%) | 16 (15.2%) | 0.625 | ||
Chronic kidney disease | 28 (8.1%) | 9 (8.6%) | 0.841 | ||
Rheumatologic disease | 5 (1.4%) | 0 | 0.595 | ||
HIV infection | 2 (0.6%) | 1 (1.0%) | 0.550 | ||
Leukemia/Lymphoma | 9 (2.6%) | 5.7 (7.3%) | 0.128 | ||
Solid Malignancy | 24 (7.0%) | 11 (10.5%) | 0.296 | ||
Outcomes | |||||
Length of Hospital Stay (days) | 8.8 (4.7–14.1) | 16.0 (6.7–30.5) | <0.001 | ||
Readmission in ED in 60 days | 34 (9.9%) | 5 (4.8%) | 0.116 |
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Covino, M.; Gallo, A.; Pero, E.; Simeoni, B.; Macerola, N.; Murace, C.A.; Ibba, F.; Landi, F.; Franceschi, F.; Montalto, M. Early Prognostic Stratification of Clostridioides difficile Infection in the Emergency Department: The Role of Age and Comorbidities. J. Pers. Med. 2022, 12, 1573. https://doi.org/10.3390/jpm12101573
Covino M, Gallo A, Pero E, Simeoni B, Macerola N, Murace CA, Ibba F, Landi F, Franceschi F, Montalto M. Early Prognostic Stratification of Clostridioides difficile Infection in the Emergency Department: The Role of Age and Comorbidities. Journal of Personalized Medicine. 2022; 12(10):1573. https://doi.org/10.3390/jpm12101573
Chicago/Turabian StyleCovino, Marcello, Antonella Gallo, Erika Pero, Benedetta Simeoni, Noemi Macerola, Celeste Ambra Murace, Francesca Ibba, Francesco Landi, Francesco Franceschi, and Massimo Montalto. 2022. "Early Prognostic Stratification of Clostridioides difficile Infection in the Emergency Department: The Role of Age and Comorbidities" Journal of Personalized Medicine 12, no. 10: 1573. https://doi.org/10.3390/jpm12101573
APA StyleCovino, M., Gallo, A., Pero, E., Simeoni, B., Macerola, N., Murace, C. A., Ibba, F., Landi, F., Franceschi, F., & Montalto, M. (2022). Early Prognostic Stratification of Clostridioides difficile Infection in the Emergency Department: The Role of Age and Comorbidities. Journal of Personalized Medicine, 12(10), 1573. https://doi.org/10.3390/jpm12101573