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COVID-19 Prognostic Score Utilizing Hematological and Inflammatory Markers to Determine Outcomes of Hospitalized Patients
Introduction COVID-19 is an ongoing pandemic that has impacted millions of individuals throughout the world. The spectrum of clinical features of COVID-19 can vary from asymptomatic infection to severe multiorgan failure leading to death. There is no single biomarker available that can predict the t...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Society of Hematology
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8330305/ http://dx.doi.org/10.1182/blood-2020-142971 |
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author | Kalsi, Amardeep Khan, Sana Irfan Rehman, Asad Nimkar, Neil Singh, Angelica Vishnuvardhan, Nivetha Paul, Sonal Ashraf, Farah Mazloom, Anita Patel, Nisha Kodama, Rich Ashfaq, Abeer Kumarasinghe, Chathula Usta, Soeb Gregos, Peter Patel, Eshan Khan, Uqba |
author_facet | Kalsi, Amardeep Khan, Sana Irfan Rehman, Asad Nimkar, Neil Singh, Angelica Vishnuvardhan, Nivetha Paul, Sonal Ashraf, Farah Mazloom, Anita Patel, Nisha Kodama, Rich Ashfaq, Abeer Kumarasinghe, Chathula Usta, Soeb Gregos, Peter Patel, Eshan Khan, Uqba |
author_sort | Kalsi, Amardeep |
collection | PubMed |
description | Introduction COVID-19 is an ongoing pandemic that has impacted millions of individuals throughout the world. The spectrum of clinical features of COVID-19 can vary from asymptomatic infection to severe multiorgan failure leading to death. There is no single biomarker available that can predict the trajectory of the infected patient. Few clinical reports suggest a correlation between the severity of COVID-19 and elevation of certain hematological and inflammatory markers. We used a novel COVID-19 Prognostic Score (CPS) which included lymphocyte count, elevated lactate dehydrogenase (LDH), C-reactive protein (CRP) and ferritin levels to predict the outcomes of COVID-19 patients. Methods We performed a retrospective chart review of COVID-19 patients admitted to New York Presbyterian Brooklyn Methodist Hospital between March and April of 2020. Clinical data was extracted manually from electronic medical records. Patients were divided into 2 cohorts. The first cohort included a combination of low lymphocyte count, elevated LDH, CRP and ferritin. The second cohort included normal lymphocyte count, low LDH, CRP and ferritin. Low lymphocyte count was defined as < 20% of white blood cell count (WBC), high LDH as ≥ 300 U/L, high CRP as ≥50mg/L and high ferritin as ≥600 ng/mL. Statistical analysis was performed by computing odds ratio using a p-value of < 0.05 as statistically significant. Results We analyzed 683 hospitalized patients who were diagnosed with COVID-19 confirmed via viral PCR resting. The median age was 66.5 years, males were 52.2% and blacks were 47.2%. 16.3% had coronary artery disease (CAD), 38.6% had Diabetes Mellitus (DM), 63.1% had hypertension and 21.6% had pulmonary disease. 181 patients (26.5%) were intubated and transferred to ICU. The median LDH was 438 U/L, the median CRP was 107 mg/L and the median ferritin was 687 ng/mL. 4.6% of patients developed a thromboembolic event. The overall inpatient mortality rate was 32.1%. There were 178 patients in the CPS-High cohort while there were 41 patients who qualified for the CPS-Low cohort. The median age of CPS-High was 65 years and the median age of CPS-Low was 58 years. The percentage of CAD, DM, hypertension, pulmonary disease in CPS-High and CPS-Low were 11.8%, 39.3%, 57.9%, 10.7% and 19.5%, 17.1%, 43.9%, 12.2% respectively. In the CPS-High cohort the overall inpatient mortality was 42% while the inpatient mortality rate for CPS-Low was 7.3%. In univariate analysis, patients who had CPS low had significantly reduced inpatient mortality (Odds ratio 0.108, 95% CI 0.03-0.36, p-value = 0.0003). Discussion Our study suggests that a combination of hematological characteristics and inflammatory markers can be used to assess the severity of illness with COVID-19. This study shows that there is a likelihood of 6-times higher mortality with COVID-19 if all the clinical characteristics are abnormal including lymphocyte count, LDH, CRP, and ferritin. This simple clinical prognostic score can be used at the time of hospital admission to efficiently triage patients, which may likely improve the outcomes of these patients. This prognostic tool needs to be validated in a larger dataset or prospective clinical study. [Figure: see text] DISCLOSURES: No relevant conflicts of interest to declare. |
format | Online Article Text |
id | pubmed-8330305 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | American Society of Hematology |
record_format | MEDLINE/PubMed |
spelling | pubmed-83303052021-08-03 COVID-19 Prognostic Score Utilizing Hematological and Inflammatory Markers to Determine Outcomes of Hospitalized Patients Kalsi, Amardeep Khan, Sana Irfan Rehman, Asad Nimkar, Neil Singh, Angelica Vishnuvardhan, Nivetha Paul, Sonal Ashraf, Farah Mazloom, Anita Patel, Nisha Kodama, Rich Ashfaq, Abeer Kumarasinghe, Chathula Usta, Soeb Gregos, Peter Patel, Eshan Khan, Uqba Blood 901.Health Services Research-Non-Malignant Conditions Introduction COVID-19 is an ongoing pandemic that has impacted millions of individuals throughout the world. The spectrum of clinical features of COVID-19 can vary from asymptomatic infection to severe multiorgan failure leading to death. There is no single biomarker available that can predict the trajectory of the infected patient. Few clinical reports suggest a correlation between the severity of COVID-19 and elevation of certain hematological and inflammatory markers. We used a novel COVID-19 Prognostic Score (CPS) which included lymphocyte count, elevated lactate dehydrogenase (LDH), C-reactive protein (CRP) and ferritin levels to predict the outcomes of COVID-19 patients. Methods We performed a retrospective chart review of COVID-19 patients admitted to New York Presbyterian Brooklyn Methodist Hospital between March and April of 2020. Clinical data was extracted manually from electronic medical records. Patients were divided into 2 cohorts. The first cohort included a combination of low lymphocyte count, elevated LDH, CRP and ferritin. The second cohort included normal lymphocyte count, low LDH, CRP and ferritin. Low lymphocyte count was defined as < 20% of white blood cell count (WBC), high LDH as ≥ 300 U/L, high CRP as ≥50mg/L and high ferritin as ≥600 ng/mL. Statistical analysis was performed by computing odds ratio using a p-value of < 0.05 as statistically significant. Results We analyzed 683 hospitalized patients who were diagnosed with COVID-19 confirmed via viral PCR resting. The median age was 66.5 years, males were 52.2% and blacks were 47.2%. 16.3% had coronary artery disease (CAD), 38.6% had Diabetes Mellitus (DM), 63.1% had hypertension and 21.6% had pulmonary disease. 181 patients (26.5%) were intubated and transferred to ICU. The median LDH was 438 U/L, the median CRP was 107 mg/L and the median ferritin was 687 ng/mL. 4.6% of patients developed a thromboembolic event. The overall inpatient mortality rate was 32.1%. There were 178 patients in the CPS-High cohort while there were 41 patients who qualified for the CPS-Low cohort. The median age of CPS-High was 65 years and the median age of CPS-Low was 58 years. The percentage of CAD, DM, hypertension, pulmonary disease in CPS-High and CPS-Low were 11.8%, 39.3%, 57.9%, 10.7% and 19.5%, 17.1%, 43.9%, 12.2% respectively. In the CPS-High cohort the overall inpatient mortality was 42% while the inpatient mortality rate for CPS-Low was 7.3%. In univariate analysis, patients who had CPS low had significantly reduced inpatient mortality (Odds ratio 0.108, 95% CI 0.03-0.36, p-value = 0.0003). Discussion Our study suggests that a combination of hematological characteristics and inflammatory markers can be used to assess the severity of illness with COVID-19. This study shows that there is a likelihood of 6-times higher mortality with COVID-19 if all the clinical characteristics are abnormal including lymphocyte count, LDH, CRP, and ferritin. This simple clinical prognostic score can be used at the time of hospital admission to efficiently triage patients, which may likely improve the outcomes of these patients. This prognostic tool needs to be validated in a larger dataset or prospective clinical study. [Figure: see text] DISCLOSURES: No relevant conflicts of interest to declare. American Society of Hematology 2020-11-05 2021-08-03 /pmc/articles/PMC8330305/ http://dx.doi.org/10.1182/blood-2020-142971 Text en Copyright © 2020 American Society of Hematology. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | 901.Health Services Research-Non-Malignant Conditions Kalsi, Amardeep Khan, Sana Irfan Rehman, Asad Nimkar, Neil Singh, Angelica Vishnuvardhan, Nivetha Paul, Sonal Ashraf, Farah Mazloom, Anita Patel, Nisha Kodama, Rich Ashfaq, Abeer Kumarasinghe, Chathula Usta, Soeb Gregos, Peter Patel, Eshan Khan, Uqba COVID-19 Prognostic Score Utilizing Hematological and Inflammatory Markers to Determine Outcomes of Hospitalized Patients |
title | COVID-19 Prognostic Score Utilizing Hematological and Inflammatory Markers to Determine Outcomes of Hospitalized Patients |
title_full | COVID-19 Prognostic Score Utilizing Hematological and Inflammatory Markers to Determine Outcomes of Hospitalized Patients |
title_fullStr | COVID-19 Prognostic Score Utilizing Hematological and Inflammatory Markers to Determine Outcomes of Hospitalized Patients |
title_full_unstemmed | COVID-19 Prognostic Score Utilizing Hematological and Inflammatory Markers to Determine Outcomes of Hospitalized Patients |
title_short | COVID-19 Prognostic Score Utilizing Hematological and Inflammatory Markers to Determine Outcomes of Hospitalized Patients |
title_sort | covid-19 prognostic score utilizing hematological and inflammatory markers to determine outcomes of hospitalized patients |
topic | 901.Health Services Research-Non-Malignant Conditions |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8330305/ http://dx.doi.org/10.1182/blood-2020-142971 |
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