| Literature DB >> 35206819 |
Anna Crispo1, Piergiacomo Di Gennaro1, Sergio Coluccia1, Sara Gandini2, Concetta Montagnese1, Giuseppe Porciello1, Flavia Nocerino1, Maria Grimaldi1, Mariangela Tafuri1, Assunta Luongo1, Emanuela Rotondo1, Alfonso Amore3, Francesco Labonia4, Serena Meola4, Stefanie Marone4, Giovanni Pierro4, Simona Menegozzo5, Leonardo Miscio5, Francesco Perri6, Maurizio Rainisio7, Attilio A M Bianchi8, Ernesta Cavalcanti4, Marco Cascella9, Egidio Celentano1.
Abstract
BACKGROUND: From the beginning of 2020, Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) quickly spread worldwide, becoming the main problem for the healthcare systems. Healthcare workers (HCWs) are at higher risk of infection and can be a dangerous vehicle for the spread of the virus. Furthermore, cancer patients (CPs) are a vulnerable population, with an increased risk of developing severe and lethal forms of Coronavirus Disease 19 (COVID-19). Therefore, at the National Cancer Institute of Naples, where only cancer patients are treated, a surveillance program aimed to prevent the hospital access of SARS-CoV-2 positive subjects (HCWs and CPs) was implemented. The study aims to describe the results of the monitoring activity for the SARS-CoV-2 spread among HCWs and CPs, from March 2020 to March 2021.Entities:
Keywords: COVID-19; SARS-CoV-2; cancer patients; healthcare workers; surveillance program
Year: 2022 PMID: 35206819 PMCID: PMC8872409 DOI: 10.3390/healthcare10020205
Source DB: PubMed Journal: Healthcare (Basel) ISSN: 2227-9032
Figure 1Study flow chart.
SARS-CoV-2 incidence rate of Healthcare Workers (HCWs, Overall N = 5106 swabs for 1510 healthcare workers, multiple tests in the same wave are excluded) and Cancer Patients (CPs; Overall N = 10,846 accesses for 8733 patients, multiple accesses in same wave are excluded) from the first to the second wave of the pandemic.
| HCWs and CPs | First Wave: | 1^ Transition Phase | Second Wave | 2^ Transition Phase | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| HCWs | CPs | HCWs | CPs | HCWs | CPs | HCWs | CPs | |||||
| Total (%) 1 | 1204 | 2152 | 1268 | 1793 | 1385 | 3462 | 1249 | 3439 | ||||
| Positive (%) | 20 | 100 | 3 | 14 | 127 | 168 | 9 | 40 | ||||
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| ≤44 | 13/551 | 8/269 | 0.77 | 3/612 | 5/261 | 0.10 | 51/682 | 28/530 | 0.16 | 10/621 | 10/615 | 1 |
| >44 | 7/653 | 92/1883 |
| 0/656 | 9/1532 | 0.11 | 76/703 | 140/2932 |
| 2/625 | 30/2824 | 0.13 |
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| Male | 6/588 | 40/992 |
| 1/566 | 6/840 | 0.31 | 66/638 | 83/1683 |
| 8/556 | 24/1717 | 1 |
| Female | 14/616 | 60/1160 |
| 2/702 | 8/953 | 0.26 | 61/747 | 85/1779 |
| 4/693 | 16/1722 | 0.54 |
1 Total percentage represented the total number of HCWs and CPs included in the analysis. 2 Pearson’s Chi-square Test at significance level of 95%. Bold numbers indicate statistically significant results.
SARS-CoV-2 incidence rate of Healthcare Workers (HCWs; N = 1510) from the first to the second wave of the pandemic.
| Healthcare Workers (HCWs) | First Wave | 1^ Transition Phase | Second Wave | 2^ Transition Phase |
|---|---|---|---|---|
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| Clinical care | 8/403 (2.0%) | 0/432 | 46/444 (10.4%) | 2/418 (0.5%) |
| Surgery | 11/293 (3.8%) | 1/315 (0.3%) | 34/332 (10.2%) | 4/305 (1.3%) |
| Research | 0/206 | 1/240 (0.4%) | 16/248 (6.5%) | 2/234 (0.9%) |
| Administrative | 0/150 | 1/175 (0.6%) | 14/203 (6.9%) | 0/183 |
| Operational Services | 1/152 (0.7%) | 0/105 | 17/156 (10.9%) | 1/105 (1.0%) |
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| Ancillary services 1 | 1/152 (0.7%) | 0/105 | 17/156 (10.9%) | 1/105 (1.0%) |
| Non medical-area | 1/173 (0.6%) | 0/185 | 13/193 (6.7%) | 2/189 (1.1%) |
| Nurse | 4/356 (1.1%) | 1/387 (0.3%) | 62/416 (14.9%) | 4/377 (1.1%) |
| Physician | 7/238 (2.9%) | 1/247 (0.4%) | 12/251 (4.8%) | 0/233 |
| Research staff | 7/205 (3.4%) | 0/242 | 19/252 (7.5%) | 2/236 (0.8%) |
| Techno/Administr. Staff/Other | 0/80 | 1/101 (1.0%) | 4/114 (3.5%) | 0/105 |
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| Total (%) | 1877 (14.8%) | 2374 (18.7%) | 5951 (46.9%) | 2475 (19.5%) |
| Mean (SD) | 1.56 (1.09) | 1.87 (0.85) | 4.30 (1.70) | 1.98 (1.28) |
1 Ancillary services consisting of cleaners, security guards. SD, standard deviation. 2 One missing value for Departments and Job Title. 3 Two missing values for Departments and three for Job Title. 4 Four missing values for Departments and Job Title.
SARS-CoV-2 incidence rate for Cancer Patients (CPs; N = 8733) from the first to second wave of the pandemic.
| Cancer Patients | First Wave: | 1^ Transition Phase | Second Wave | 2^ Transition Phase |
|---|---|---|---|---|
| Number of accesses | ||||
| One | 56/1562 (3.6%) | 7/1338 (0.5%) | 50/2349 (2.1%) | 22/2741 (0.8%) |
| Two | 33/494 (6.7%) | 3/344 (0.9%) | 57/757 (7.5%) | 10/500 (2.0%) |
| Three | 8/78 (10.3%) | 2/76 (2.6%) | 35/209 (16.7%) | 3/102 (2.9%) |
| Four or more | 3/18 (16.7%) | 2/35 (5.7%) | 26/147 (17.7%) | 5/96 (5.2%) |
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| Total (%) | 2859 (18.9%) | 2405 (15.9%) | 5177 (34.2%) | 4714 (31.1%) |
| Mean for patient (SD) | 1.33 (0.59) | 1.34 (0.68) | 1.50 (0.92) | 1.37 (1.21) |
SD, standard deviation.
Univariate and multivariate analysis in the second pandemic wave for HCWs (Healthcare Workers).
| Healthcare Workers | Second Wave | |||||
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| Univariate | Multivariate | |||||
| Negative | Positive (%) | Effect-Size 4 | OR (95% CI) | |||
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| 0.06 | 0.06 | |||
| ≤44 | 631 | 51 (7.5%) | 1† | |||
| >44 | 627 | 76 (10.8%) | 1.44 (0.98–2.12) | |||
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| 0.6 | 0.01 | 0.2 | |||
| Male | 616 | 66 (9.7%) | 1† | |||
| Female | 642 | 61 (8.7%) | 0.80 (0.55–1.17) | |||
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| 0.07 |
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| Research, administrative staff and other | 343 | 23 (6.3%) | 1† | |||
| Ancillary services | 139 | 17 (10.9%) | 1.68 (0.55–1.17) | |||
| Non medical-area | 180 | 13 (6.7%) | 0.96 (0.47–1.98) | |||
| Nurse | 354 | 62 (14.9%) |
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| Physician | 239 | 12 (4.8%) | 0.58 (0.26–1.27) | |||
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| 0.3 | 0.03 | 0.6 | |||
| Research, administrative and operational services | 560 | 47 (7.7%) | 1† | |||
| Clinical care | 398 | 46 (10.4%) | 1.24 (0.71–2.17) | |||
| Surgery | 298 | 34 (10.2%) | 1.02 (0.54–1.91) | |||
1 Two missing values for departments and three for job title. 2 p-value referred to a Pearson’s Chi-square test, significance level evaluated at 5%. 3 Logistic regression model adjusted for age, gender, job title, departments and molecular swabs. 4 Cramer’s V statistic. Bold numbers indicate statistically significant results. † indicate reference category.
Univariate and Multivariate analysis in the Second pandemic wave for CPs.
| Cancer Patients (CPs) | Second Wave | |||||
|---|---|---|---|---|---|---|
| Univariate | Multivariate | |||||
| Negative | Positive (%) | Effect-Size 3 | OR (95% CI) | |||
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| 0.7 | 0.06 | 0.39 | |||
| ≤44 | 502 | 28 (5.3%) | 1 † | |||
| >44 | 2792 | 140 (4.8%) | 0.83 (0.54–1.27) | |||
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| 0.9 | 0.01 | 0.57 | |||
| Male | 1600 | 83 (4.9%) | 1 † | |||
| Female | 1694 | 85 (4.8%) | 1.10 (0.80–1.51) | |||
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| 0.1 |
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| One | 2299 | 50 (2.1%) | 1 † | |||
| Two | 700 | 57 (7.5%) |
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| Three | 174 | 35 (16.7%) |
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| Four or more | 121 | 26 (17.7%) |
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1p-value referred to a Pearson’s Chi-square test, significance level evaluated at 5%. 2 Logistic regression model adjusted for age, gender, number of accesses. 3 Cramer’s V statistic. Bold numbers indicate statistically significant results. † indicate reference category.
Figure 2Cumulative Hazard Function for cancer patients (a) and Healthcare Workers (b). (a) Infection Cumulative Hazard Function by patient’s accesses in the second pandemic wave. The p-value of the Log-rank test is at the top left. (b) Infection Cumulative Hazard Function by HCWs’ job title (Healthcare Workers’ Job Title) in the second pandemic wave. The p-value of the Log-rank test is at the top left.
Cox-model for CPs in the second pandemic wave.
| Cox-Model for | Second Wave | |
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| HR 1 | ||
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| One | 1 † | |
| Two |
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| Three |
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| Four or more |
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1 Adjusted by age and gender. Bold numbers indicate statistically significant results. † indicate reference category.
Cox-model for HCWs (Healthcare Workers) in the Second pandemic wave.
| Cox-Model for | Second Wave | |
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| HR 1 | ||
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| Research and admin, staff/other | 1 † | |
| Ancillary services | 1.70 (0.88–3.29) | 0.117 |
| Non medical-area | 0.95 (0.48–1.91) | 0.895 |
| Nurse |
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| Physician | 0.60 (0.28–1.29) | 0.189 |
1 Adjusted by age, gender and Department. Bold numbers indicate statistically significant results. † indicate reference category.