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Mohammadshahi J, Ghobadi H, Shargi A, Moradkhani H, Rezaei H, Kazemy M, Aslani MR. Neutrophil-to-Lymphocyte and Platelet Ratio (N/LP Ratio), a Reliable Criterion for Predicting In-Hospital Mortality in Both Genders Infected With SARS-CoV-2. Mediators Inflamm 2024; 2024:5720709. [PMID: 39759900 PMCID: PMC11699982 DOI: 10.1155/mi/5720709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 12/02/2024] [Accepted: 12/09/2024] [Indexed: 01/07/2025] Open
Abstract
Background: The neutrophil-to-lymphocyte ratio (NLR), monocyte-to-lymphocyte ratio (MLR), platelet-to-lymphocyte ratio (PLR), derived neutrophil-to-lymphocyte ratio (dNLR), neutrophil-to-lymphocyte and platelet ratio (N/LP ratio), aggregate index of systemic inflammation (AISI), systemic inflammation response index (SIRI), and systemic inflammation index (SII) have emerged as noteworthy determinants in evaluating the severity and mortality prognosis of inflammatory diseases. In order to predict mortality rate, this study aimed to assess the impact of systemic inflammatory markers on both men and women who were admitted to the hospital due to SARS-CoV-2 infection. Methods: The laboratory parameters of the 2007 COVID-19 patients were analyzed in a retrospective study (men = 1145 and women = 862). Receiver operating characteristic (ROC) analysis was used to determine the capability of inflammatory markers to differentiate the severity of COVID-19, while survival probability was determined using Kaplan-Meier curves, with the endpoint being death. To prevent any linear bias, the inflammatory indices were assessed separately using univariate analysis for Charlson comorbidity index (CCI), and adjustments were made for confounding factors if p < 0.2. Results: Adjusted-NLR, adjusted-MLR, N/LP ratio, adjusted-dNLR, adjusted-AISI, adjusted-SII, and adjusted-SIRI exhibited remarkably higher values in patients who did not survive as compared to those who did. The multivariate Cox regression models demonstrated significant association between survival and N/LP ratio (HR = 1.564, 95% CI = 1.161 to 2.107, p < 0.01) in men and N/LP ratio (HR = 1.745, 95% CI = 1.230 to 2.477, p < 0.01) and adjusted-SII (HR = 6.855, 95% CI = 1.454 to 32.321, p < 0.05) in women. Conclusion: A reliable predictor in the current study of men and women with COVID-19 was N/LP ratio.
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Affiliation(s)
- Jafar Mohammadshahi
- Department of Infectious Diseases and Tropical Medicine, School of Medicine, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Hassan Ghobadi
- Lung Diseases Research Center, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Afshan Shargi
- Department of Community Medicine, School of Medicine, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Hossein Moradkhani
- Lung Diseases Research Center, Ardabil University of Medical Sciences, Ardabil, Iran
- School of Medicine, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Hamed Rezaei
- Lung Diseases Research Center, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Mahur Kazemy
- Lung Diseases Research Center, Ardabil University of Medical Sciences, Ardabil, Iran
- School of Medicine, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Mohammad Reza Aslani
- Lung Diseases Research Center, Ardabil University of Medical Sciences, Ardabil, Iran
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Imran H, Aqeel MB, Gull S, Saleem F, Khan Z. Unveiling Immunological and Hematological Markers in COVID-19: Insights from a Clinical Study. Viral Immunol 2024; 37:411-418. [PMID: 39356231 DOI: 10.1089/vim.2024.0049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/03/2024] Open
Abstract
The COVID-19 pandemic has affected the global health system and economies largely. Therefore, knowledge about the clinical and laboratory profiles of patients with COVID-19 would help in the management and prognosis of the disease. The immunological and hematological indices have emerged as critical determinants for the severity of the disease and the prognosis; however, association with COVID-19 is clouded. The present study is aimed to characterize the immunological and hematological profiles of patients with COVID-19 in correlation with the disease severity. The study included 1,019 polymerase chain reaction (PCR)-confirmed patients with COVID-19 who were classified into serious and nonserious groups, considering severity criteria. Clinical laboratory investigations included hematological, biochemical, and immunological parameters regarding leukocyte counts, hemoglobin levels, and inflammatory markers. Our analysis of immunological and hematological differences between serious and nonserious patients with COVID-19 indicates that serious cases reflected elevated levels of pro-inflammatory markers such as lactate dehydrogenase, C-reactive protein (CRP), D-dimer, and ferritin, representing immune system dysregulation and systemic inflammation. Furthermore, in serious cases, discrepancies had also been noticed for many hematological parameters than nonserious ones, which also contained leukocyte count and hemoglobin level. Additionally, the CRP, D-dimer, blood urea nitrogen, alanine transaminase, and albumin levels could be independent predictors of COVID-19 severity by multivariate logistic regression analysis. Cutoff values for these biomarkers were defined by receiver operating characteristic curve analysis defining optimal parameters for the risk stratification and prognostication. The current investigation provides a comprehensive understanding of immunological and hematological correlation with COVID-19 severity, refining clinical decision-making and therapeutic interventions to improve patient outcomes.
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Affiliation(s)
- Hassan Imran
- Faculty of Allied Health Sciences, University Institute of Medical Laboratory Technology, The University of Lahore, Lahore, Pakistan
| | - Muslim Bin Aqeel
- Department of Microbiology, Faculty of Science & Technology, University of Central Punjab, Lahore, Pakistan
| | - Sidra Gull
- Faculty of Allied Health Sciences, University Institute of Medical Laboratory Technology, The University of Lahore, Lahore, Pakistan
| | - Fiza Saleem
- Faculty of Allied Health Sciences, University Institute of Medical Laboratory Technology, The University of Lahore, Lahore, Pakistan
| | - Zaman Khan
- Faculty of Allied Health Sciences, University Institute of Medical Laboratory Technology, The University of Lahore, Lahore, Pakistan
- Department of Microbiology, Faculty of Science, Emerson University Multan, Multan, Pakistan
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Mactaggart S, Ahmed R, Riaz A, Tabassum S, Ramphul K, Bilal M, Jamil Y, Dulay MS, Liu A, Ahmed M, Sawatari H, Pekyi-Boateng PK, Azzu A, Wells A, Kouranos V, Chahal A, Sharma R. Clinical outcomes following hospitalization for COVID-19 in patients with cardiac sarcoidosis in the United States: a propensity-matched analysis from national inpatient sample database from April 2020 to December 2021. Ann Med Surg (Lond) 2024; 86:5696-5703. [PMID: 39359767 PMCID: PMC11444656 DOI: 10.1097/ms9.0000000000002474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Accepted: 08/03/2024] [Indexed: 10/04/2024] Open
Abstract
Background The highly arrhythmogenic nature of cardiac sarcoidosis (CS) leads to high morbidity and mortality, the rates of which may be higher in COVID-19 patients. This study aimed to evaluate the outcomes of CS patients admitted to hospitals with COVID-19. Methods The study utilised the 2020-2021 National Inpatient Sample database, examining primary COVID-19 cases in adults aged older than or equal to 18 years. Those with CS were identified using ICD-10 code "D86.85" and compared with and without propensity matching (1:10) to those without CS for baseline characteristics and primary outcomes of acute kidney injury (AKI), use of mechanical ventilation, cardiac arrest and mortality. Results In total, 2 543 912 COVID-19 cases were identified. Before propensity matching, CS patients were more likely to be younger (58.0 vs. 64.0 years, P<0.01), male (64.0% vs. 52.6%, P=0.011), of Black ethnicity (60.0% vs. 15.9%, P<0.01), exhibit higher Charlson Comorbidity Index (CCI) scores (3.00 vs. 1.00, P<0.01) and had a higher incidence of in-hospital cardiac arrest (aOR 2.649, 95% CI 1.366-5.134, P=0.004). After propensity matching (CS, N=95; non-CS, N=875), those with CS were at a statistically significant reduced risk of AKI (aOR 0.484, P=0.01); however, the outcomes of death, cardiac arrest, mechanical ventilation, length of stay (LOS) and healthcare costs did not reach significance. Conclusion In a propensity-matched cohort admitted with COVID-19, CS patients had a reduced risk of AKI, but comparable LOS, rates of cardiac arrest, mechanical ventilator use, and mortality. Future research is warranted to develop evidence-based guidelines for managing COVID-19 in patients with CS.
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Affiliation(s)
| | - Raheel Ahmed
- Cardiac Sarcoidosis Services, Royal Brompton Hospital
- National Heart and Lung Institute, Imperial College London
| | - Asma Riaz
- Dow University of Health Sciences, Karachi
| | | | | | | | | | | | - Alexander Liu
- Cardiac Sarcoidosis Services, Royal Brompton Hospital
| | | | | | | | - Alessia Azzu
- Cardiac Sarcoidosis Services, Royal Brompton Hospital
| | - Athol Wells
- Cardiac Sarcoidosis Services, Royal Brompton Hospital
| | | | - Anwar Chahal
- Department of Cardiology, Barts Heart Centre, London, UK
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN
- Center for Inherited Cardiovascular Diseases, Department of Cardiology, Wellspan Health, York, PA, USA
| | - Rakesh Sharma
- Cardiac Sarcoidosis Services, Royal Brompton Hospital
- National Heart and Lung Institute, Imperial College London
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da Silva CS, Martinelli KG, Viana MWM, Soares DDS, Corrêa YGS, da Silva LL, de Paula VS, Rodrigues LLS, Villar LM. Liver and Inflammatory Biomarkers Are Related to High Mortality in Hospitalized Patients with COVID-19 in Brazilian Amazon Region. Life (Basel) 2024; 14:869. [PMID: 39063622 PMCID: PMC11277996 DOI: 10.3390/life14070869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 12/01/2023] [Accepted: 12/08/2023] [Indexed: 07/28/2024] Open
Abstract
COVID-19 is a multisystem disease with many clinical manifestations, including liver damage and inflammation. The objective of this study is to analyze inflammation biomarkers in relation to the clinical outcome and respiratory symptoms of COVID-19. This is a retrospective cohort of patients with COVID-19 admitted to the Hospital Regional do Baixo Amazonas from 2020 to 2022. Data were collected from electronic medical records from admission to the 30th day of hospitalization and soon after hospital discharge. A total of 397 patients were included in the study. In the longitudinal follow-up of liver markers, a significant difference was found for AST on day 14, with a higher median in the death group. Among the hematological markers, lymphopenia was observed throughout the follow-up, with the death group having the most altered values. When comparing the evolution of biomarkers in the Non-Invasive Ventilation (NIV) and Invasive Mechanical Ventilation (IMV) groups, AST showed a significant difference only on day 14 and GGT on day 1, being greater in the IMV group, and indirect bilirubin on day 7 being more altered in the NIV group. In conclusion, death during hospitalization or a more severe form of COVID-19 was related to significant changes in liver and inflammatory biomarkers.
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Affiliation(s)
- Carla Sousa da Silva
- Programa de Pós-Graduação em Ciências da Saúde, Instituto de Saúde Coletiva, Universidade Federal do Oeste do Pará (UFOPA), Santarém 66075-110, Brazil; (C.S.d.S.); (L.L.S.R.)
- Laboratório de Hepatites Virais, Instituto Oswaldo Cruz (IOC/Fiocruz), Rio de Janeiro 21040-360, Brazil;
| | | | | | - Deliane dos Santos Soares
- Residência Multiprofissional em Estratégia Saúde da Família para as Populações do Baixo Amazonas, Instituto de Saúde Coletiva, Universidade Federal do Oeste do Pará (UFOPA), Santarém 66075-110, Brazil;
| | - Yasmin Garcia Silva Corrêa
- Instituto de Biodiversidade e Florestas, Universidade Federal do Oeste do Pará (UFOPA), Santarém 66075-110, Brazil;
| | - Lucas Lima da Silva
- Laboratório de Hepatites Virais, Instituto Oswaldo Cruz (IOC/Fiocruz), Rio de Janeiro 21040-360, Brazil;
| | - Vanessa Salete de Paula
- Laboratório de Virologia e Parasitologia Molecular, Instituto Oswaldo Cruz (IOC/Fiocruz), Rio de Janeiro 21040-360, Brazil;
| | - Luana Lorena Silva Rodrigues
- Programa de Pós-Graduação em Ciências da Saúde, Instituto de Saúde Coletiva, Universidade Federal do Oeste do Pará (UFOPA), Santarém 66075-110, Brazil; (C.S.d.S.); (L.L.S.R.)
- Laboratório de Aids e Imunologia Molecular, Instituto Oswaldo Cruz (IOC/Fiocruz), Rio de Janeiro 21040-360, Brazil
| | - Livia Melo Villar
- Laboratório de Hepatites Virais, Instituto Oswaldo Cruz (IOC/Fiocruz), Rio de Janeiro 21040-360, Brazil;
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Rezaei B, Shahedi A, Keshtkaran Z, Eidi A, Delam H, Safari K, Shadmehr R, Abdollahpour-Alitappeh M. Changes in incidence and mortality trend due to COVID-19 in southern Iran, from 2020 to 2021: based on Cochran-Armitage trend test. ZEITSCHRIFT FUR GESUNDHEITSWISSENSCHAFTEN = JOURNAL OF PUBLIC HEALTH 2023:1-7. [PMID: 37361263 PMCID: PMC10076376 DOI: 10.1007/s10389-023-01902-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/27/2022] [Accepted: 03/27/2023] [Indexed: 04/08/2023]
Abstract
Background In 2020, COVID-19 spread rapidly in Iran and other parts of the world. Some of the epidemiological aspects of this disease remain unknown; therefore, the present study was designed with the aim of determining the trend of incidence and mortality of COVID-19 from February 2020 to July 2021 in southern Iran. Methods The present study was a cross-sectional analytical study that included all people who had COVID-19 in the period from February 2020 to July 2021 and whose information had been registered in the Infectious Diseases Center of Larestan city and MCMC unit. The study area included the cities of Larestan, Evaz, and Khonj, located in the south of Fars province in southern Iran. Results Since the emergence of COVID-19 until July 2021, a total of 23,246 new cases of infection were reported in the southern region of Fars province. The average age of patients was 39.90±18.30 years and the range of ages varied from 1 to 103 years. The results of the Cochran-Armitage trend test showed that the trend of the disease in 2020 was completely upward. The first positive case of COVID-19 was recorded on February 27, 2020. The incidence curve in 2021 is sinusoidal, but in general, the results of the Cochran-Armitage trend test showed that the incidence of the disease increased significantly (P-trend < 0.001). Most cases were reported in July, April, and the end of March. Conclusion In general, the incidence rate of COVID-19 has varied sinusoidally from 2020 to mid-2021. Although the incidence of the disease increased, the number of deaths has fallen. It seems that the increase in the number of diagnostic tests and the implementation of the national COVID-19 immunization program have been effective in changing the trend of the disease.
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Affiliation(s)
- Behzad Rezaei
- Department of Surgery, Larestan University of Medical Sciences, Larestan, Iran
| | - Alireza Shahedi
- Student Research Committee, Larestan University of Medical Sciences, Larestan, Iran
| | - Zahra Keshtkaran
- Department of Nursing, School of Nursing and Midwifery, Community Based Psychiatric Care Research Center, Shiraz University of medical sciences, Shiraz, Iran
| | - Ahmadreza Eidi
- Student Research Committee, Larestan University of Medical Sciences, Larestan, Iran
| | - Hamed Delam
- Student Research Committee, Larestan University of Medical Sciences, Larestan, Iran
- Imam Reza Teaching Hospital, Larestan University of Medical Sciences, Larestan, Iran
| | - Khalil Safari
- Larestan University of Medical Sciences, Larestan, Iran
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Song Q, Asghar N, Ullah A, Liang B, Long M, Hu T, Zhou X. Two-Dose Vaccination Significantly Prolongs the Duration from Symptom Onset to Death: A Retrospective Study Based on 173,894 SARS-CoV-2 Cases in Khyber Pakhtunkhwa, Pakistan. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:11531. [PMID: 36141802 PMCID: PMC9517462 DOI: 10.3390/ijerph191811531] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 09/08/2022] [Accepted: 09/09/2022] [Indexed: 06/16/2023]
Abstract
This research was carried out to quantify the duration from symptom onset to recovery/death (SOR/SOD) during the first four waves and the Alpha/Delta period of the epidemic in Khyber Pakhtunkhwa, Pakistan, and identify the associated factors. A total of 173,894 COVID-19 cases were admitted between 16 March 2020 and 30 November 2021, including 458 intensive care unit (ICU) cases. The results showed that the case fatality rate (CFR) increased with age, and females had a higher CFR. The median SOR of ICU cases was longer than that of non-ICU cases (27.6 vs. 17.0 days), while the median SOD was much shorter (6.9 vs. 8.4 days). The SOR and SOD in the Delta period were slightly shortened than the Alpha period. Age, cardiovascular diseases, chronic lung disease, diabetes, fever, breathing issues, and ICU admission were risk factors that were significantly associated with SOD (p < 0.001). A control measure, in-home quarantine, was found to be significantly associated with longer SOD (odds ratio = 9.49, p < 0.001). Infected vaccinated individuals had longer SOD than unvaccinated individuals, especially for cases that had received two vaccine doses (p < 0.001). Finally, an advice on getting full-dose vaccination is given specifically to individuals aged 20-59 years.
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Affiliation(s)
- Qianqian Song
- Department of Biostatistics, Peking University, Beijing 100191, China
| | - Naseem Asghar
- Department of Statistics, Abdul Wali Khan University, Mardan 23200, Pakistan
| | - Ata Ullah
- Division of Life Science, Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong, China
| | - Baosheng Liang
- Department of Biostatistics, Peking University, Beijing 100191, China
| | - Mengping Long
- Department of Pathology, Peking University Cancer Hospital, Beijing 100083, China
| | - Taobo Hu
- Chongqing Research Institute of Big Data, Peking University, Chongqing 401121, China
- Department of Breast Surgery, Peking University People’s Hospital, Beijing 100044, China
| | - Xiaohua Zhou
- Department of Biostatistics, Peking University, Beijing 100191, China
- Chongqing Research Institute of Big Data, Peking University, Chongqing 401121, China
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