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Rabaan AA, Tirupathi R, Sule AA, Aldali J, Mutair AA, Alhumaid S, Muzaheed, Gupta N, Koritala T, Adhikari R, Bilal M, Dhawan M, Tiwari R, Mitra S, Emran TB, Dhama K. Viral Dynamics and Real-Time RT-PCR Ct Values Correlation with Disease Severity in COVID-19. Diagnostics (Basel) 2021; 11:1091. [PMID: 34203738 PMCID: PMC8232180 DOI: 10.3390/diagnostics11061091] [Citation(s) in RCA: 134] [Impact Index Per Article: 33.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 06/02/2021] [Accepted: 06/10/2021] [Indexed: 01/08/2023] Open
Abstract
Real-time RT-PCR is considered the gold standard confirmatory test for coronavirus disease 2019 (COVID-19). However, many scientists disagree, and it is essential to understand that several factors and variables can cause a false-negative test. In this context, cycle threshold (Ct) values are being utilized to diagnose or predict SARS-CoV-2 infection. This practice has a significant clinical utility as Ct values can be correlated with the viral load. In addition, Ct values have a strong correlation with multiple haematological and biochemical markers. However, it is essential to consider that Ct values might be affected by pre-analytic, analytic, and post-analytical variables such as collection technique, specimen type, sampling time, viral kinetics, transport and storage conditions, nucleic acid extraction, viral RNA load, primer designing, real-time PCR efficiency, and Ct value determination method. Therefore, understanding the interpretation of Ct values and other influential factors could play a crucial role in interpreting viral load and disease severity. In several clinical studies consisting of small or large sample sizes, several discrepancies exist regarding a significant positive correlation between the Ct value and disease severity in COVID-19. In this context, a revised review of the literature has been conducted to fill the knowledge gaps regarding the correlations between Ct values and severity/fatality rates of patients with COVID-19. Various databases such as PubMed, Science Direct, Medline, Scopus, and Google Scholar were searched up to April 2021 by using keywords including "RT-PCR or viral load", "SARS-CoV-2 and RT-PCR", "Ct value and viral load", "Ct value or COVID-19". Research articles were extracted and selected independently by the authors and included in the present review based on their relevance to the study. The current narrative review explores the correlation of Ct values with mortality, disease progression, severity, and infectivity. We also discuss the factors that can affect these values, such as collection technique, type of swab, sampling method, etc.
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Affiliation(s)
- Ali A. Rabaan
- Molecular Diagnostic Laboratory, Johns Hopkins Aramco Healthcare, Dhahran 31311, Saudi Arabia;
| | - Raghavendra Tirupathi
- Department of Medicine Keystone Health, Penn State University School of Medicine, Hershey, PA 16801, USA;
- Department of Medicine, Wellspan Chambersburg and Waynesboro Hospitals, Chambersburg, PA 17201, USA
| | - Anupam A Sule
- Department of Informatics and Outcomes, St Joseph Mercy Oakland, Pontiac, MI 48341, USA;
| | - Jehad Aldali
- Pathology Organization, Imam Mohammed Ibn Saud Islamic University, Riyadh 13317, Saudi Arabia;
| | - Abbas Al Mutair
- Research Center, Almoosa Specialist Hospital, Al-Ahsa 36342, Saudi Arabia;
- College of Nursing, Princess Norah Bint Abdulrahman University, Riyadh 11564, Saudi Arabia
- School of Nursing, Wollongong University, Wollongong, NSW 2522, Australia
| | - Saad Alhumaid
- Administration of Pharmaceutical Care, Al-Ahsa Health Cluster, Ministry of Health, Al-Ahsa 31982, Saudi Arabia;
| | - Muzaheed
- Department of Clinical Laboratory Science, College of Applied Medical Sciences, Imam Abdulrahman Bin Faisal University, Dammam 31441, Saudi Arabia;
| | - Nitin Gupta
- Department of Infectious Diseases, Kasturba Medical College, Manipal Academy of Higher Education, Manipal 576104, India;
| | - Thoyaja Koritala
- Department of Internal Medicine, Mayo Clinic Health System Mankato, Mayo Clinic College of Medicine and Science, Mankato, MN 56001, USA;
| | - Ramesh Adhikari
- Department of Hospital Medicine, Franciscan Health Lafayette, Lafayette, IN 47905, USA;
| | - Muhammad Bilal
- School of Life Science and Food Engineering, Huaiyin Institute of Technology, Huaian 223003, China;
| | - Manish Dhawan
- Department of Microbiology, Punjab Agricultural University, Ludhiana 141004, India;
- The Trafford Group of Colleges, Manchester WA14 5PQ, UK
| | - Ruchi Tiwari
- Department of Veterinary Microbiology and Immunology, College of Veterinary Sciences, Uttar Prade Pandit Deen Dayal Upadhyaya Pashu Chikitsa Vigyan Vishwavidyalaya Evam Go Anusandha Sansthan (DUVASU), Mathura 281001, India;
| | - Saikat Mitra
- Department of Pharmacy, Faculty of Pharmacy, University of Dhaka, Dhaka 1000, Bangladesh;
| | - Talha Bin Emran
- Department of Pharmacy, BGC Trust University Bangladesh, Chittagong 4381, Bangladesh
| | - Kuldeep Dhama
- Division of Pathology, ICAR-Indian Veterinary Research Institute, Izatnagar, Bareilly 243122, India
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152
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Alhumaid S, Al Mutair A, Al Alawi Z, Al Salman K, Al Dossary N, Omar A, Alismail M, Al Ghazal AM, Jubarah MB, Al Shaikh H, Al Mahdi MM, Alsabati SY, Philip DK, Alyousef MY, Al Brahim AH, Al Athan MS, Alomran SA, Ahmed HS, Al-Shammari H, Elhazmi A, Rabaan AA, Al-Tawfiq JA, Al-Omari A. Clinical features and prognostic factors of intensive and non-intensive 1014 COVID-19 patients: an experience cohort from Alahsa, Saudi Arabia. Eur J Med Res 2021; 26:47. [PMID: 34030733 PMCID: PMC8142074 DOI: 10.1186/s40001-021-00517-7] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Accepted: 05/10/2021] [Indexed: 01/28/2023] Open
Abstract
BACKGROUND COVID-19 is a worldwide pandemic and has placed significant demand for acute and critical care services on hospitals in many countries. OBJECTIVES To determine the predictors of severe COVID-19 disease requiring admission to an ICU by comparing patients who were ICU admitted to non-ICU groups. METHODS A cohort study was conducted for the laboratory-confirmed COVID-19 patients who were admitted to six Saudi Ministry of Health's hospitals in Alahsa, between March 1, 2020, and July 30, 2020, by reviewing patient's medical records retrospectively. RESULTS This cohort included 1014 patients with an overall mean age of 47.2 ± 19.3 years and 582 (57%) were males. A total of 205 (20%) of the hospitalized patients were admitted to the ICU. Hypertension, diabetes and obesity were the most common comorbidities in all study patients (27.2, 19.9, and 9%, respectively). The most prevalent symptoms were cough (47.7%), shortness of breath (35.7%) and fever (34.3%). Compared with non-ICU group, ICU patients had older age (p ≤ 0.0005) and comprised a higher proportion of the current smokers and had higher respiratory rates (p ≤ 0.0005), and more percentage of body temperatures in the range of 37.3-38.0 °C (p ≥ 0.0005); and had more comorbidities including diabetes (p ≤ 0.0005), hypertension (p ≥ 0.0005), obesity (p = 0.048), and sickle cell disease (p = 0.039). There were significant differences between the non-ICU and ICU groups for fever, shortness of breath, cough, fatigue, vomiting, dizziness; elevated white blood cells, neutrophils, alanine aminotransferase and alkaline aminotransferase, lactate dehydrogenase, and ferritin, and decreased hemoglobin; and proportion of abnormal bilateral chest CT images (p < 0.05). Significant differences were also found for multiple treatments (p < 0.05). ICU patients group had a much higher mortality rate than those with non-ICU admission (p ≤ 0.0005). CONCLUSION Identifying key clinical characteristics of COVID-19 that predict ICU admission and high mortality can be useful for frontline healthcare providers in making the right clinical decision under time-sensitive and resource-constricted environment.
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Affiliation(s)
- Saad Alhumaid
- Administration of Pharmaceutical Care, Alahsa Health Cluster, Ministry of Health, Rashdiah Street, P. O. Box 12944, Alahsa, 31982 Saudi Arabia
| | - Abbas Al Mutair
- Research Center, Almoosa Specialist Hospital, Alahsa, Saudi Arabia
- School of Nursing, Wollongong University, Wollongong, Australia
- College of Nursing, Princess Norah
Bint Abdul Rahman University, Riyadh, Saudi Arabia
| | - Zainab Al Alawi
- Division of Allergy and Immunology, College of Medicine, King Faisal University, Alahsa, Saudi Arabia
| | - Khulud Al Salman
- Nursing Department, Al Jaber Hospital for Eye, Ear, Nose and Throat, Ministry of Health, Al-Hofuf, Saudi Arabia
| | - Nourah Al Dossary
- General Surgery Department, Alomran General Hospital, Alahsa, Saudi Arabia
| | - Ahmed Omar
- Internal Medicine Department, Alomran General Hospital, Alahsa, Saudi Arabia
| | - Mossa Alismail
- Pharmacy Department, King Faisal General Hospital, Alahsa, Saudi Arabia
| | - Ali M. Al Ghazal
- Infection Prevention and Control Department, Prince Saud Bin Jalawi Hospital, Alahsa, Saudi Arabia
| | - Mahdi Bu Jubarah
- Pharmacy Department, King Faisal General Hospital, Alahsa, Saudi Arabia
| | - Hanan Al Shaikh
- Pharmacy Department, King Faisal General Hospital, Alahsa, Saudi Arabia
| | - Maher M. Al Mahdi
- Infection Prevention and Control Department, Prince Saud Bin Jalawi Hospital, Alahsa, Saudi Arabia
| | - Sarah Y. Alsabati
- Nursing Department, Maternity and Children Hospital, Alahsa, Saudi Arabia
| | - Dayas K. Philip
- Nursing Education Department, Maternity and Children Hospital, Alahsa, Saudi Arabia
| | - Mohammed Y. Alyousef
- Administration of Academic Affairs and Research, Ministry of Health, Alahsa, Saudi Arabia
| | | | | | | | - Hatim S. Ahmed
- Planning and Research Department, Ministry of Health, Alahsa, Saudi Arabia
| | - Haifa Al-Shammari
- Histopathology Department, King Saud Medical City, Riyadh, Saudi Arabia
| | - Alyaa Elhazmi
- Intensive Care Unit Department, Dr. Sulaiman Al Habib Medical Group, Riyadh, Saudi Arabia
| | - Ali A. Rabaan
- Molecular Diagnostics Laboratory, Johns Hopkins Aramco Healthcare, Dhahran, Saudi Arabia
| | - Jaffar A. Al-Tawfiq
- Infectious Disease Unit, Specialty Internal Medicine, Johns Hopkins Aramco Healthcare, Dhahran, Saudi Arabia
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN USA
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Awad Al-Omari
- College of Medicine, Alfaisal University, Riyadh, Saudi Arabia
- Research Center, Dr. Sulaiman Al Habib Medical Group, Riyadh, Saudi Arabia
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153
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Rabaan AA, Al-Ahmed SH, Garout MA, Al-Qaaneh AM, Sule AA, Tirupathi R, Mutair AA, Alhumaid S, Hasan A, Dhawan M, Tiwari R, Sharun K, Mohapatra RK, Mitra S, Emran TB, Bilal M, Singh R, Alyami SA, Moni MA, Dhama K. Diverse Immunological Factors Influencing Pathogenesis in Patients with COVID-19: A Review on Viral Dissemination, Immunotherapeutic Options to Counter Cytokine Storm and Inflammatory Responses. Pathogens 2021; 10:565. [PMID: 34066983 PMCID: PMC8150955 DOI: 10.3390/pathogens10050565] [Citation(s) in RCA: 58] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Revised: 05/02/2021] [Accepted: 05/05/2021] [Indexed: 02/06/2023] Open
Abstract
The pathogenesis of coronavirus disease 2019 (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), is still not fully unraveled. Though preventive vaccines and treatment methods are out on the market, a specific cure for the disease has not been discovered. Recent investigations and research studies primarily focus on the immunopathology of the disease. A healthy immune system responds immediately after viral entry, causing immediate viral annihilation and recovery. However, an impaired immune system causes extensive systemic damage due to an unregulated immune response characterized by the hypersecretion of chemokines and cytokines. The elevated levels of cytokine or hypercytokinemia leads to acute respiratory distress syndrome (ARDS) along with multiple organ damage. Moreover, the immune response against SARS-CoV-2 has been linked with race, gender, and age; hence, this viral infection's outcome differs among the patients. Many therapeutic strategies focusing on immunomodulation have been tested out to assuage the cytokine storm in patients with severe COVID-19. A thorough understanding of the diverse signaling pathways triggered by the SARS-CoV-2 virus is essential before contemplating relief measures. This present review explains the interrelationships of hyperinflammatory response or cytokine storm with organ damage and the disease severity. Furthermore, we have thrown light on the diverse mechanisms and risk factors that influence pathogenesis and the molecular pathways that lead to severe SARS-CoV-2 infection and multiple organ damage. Recognition of altered pathways of a dysregulated immune system can be a loophole to identify potential target markers. Identifying biomarkers in the dysregulated pathway can aid in better clinical management for patients with severe COVID-19 disease. A special focus has also been given to potent inhibitors of proinflammatory cytokines, immunomodulatory and immunotherapeutic options to ameliorate cytokine storm and inflammatory responses in patients affected with COVID-19.
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Affiliation(s)
- Ali A. Rabaan
- Molecular Diagnostic Laboratory, Johns Hopkins Aramco Healthcare, Dhahran 31311, Saudi Arabia;
| | - Shamsah H. Al-Ahmed
- Specialty Paediatric Medicine, Qatif Central Hospital, Qatif 32654, Saudi Arabia;
| | - Mohammed A. Garout
- Department of Community Medicine and Health Care for Pilgrims, Faculty of Medicine, Umm Al-Qura University, Makkah 21955, Saudi Arabia;
| | - Ayman M. Al-Qaaneh
- Department of Genetic Research, Institute for Research and Medical Consultations (IRMC), Imam Abdulrahman Bin Faisal University, Dammam 31441, Saudi Arabia;
- Clinical Pharmacy Services Division, Pharmacy Services Department, Johns Hopkins Aramco Healthcare, Dhahran 31311, Saudi Arabia
| | - Anupam A Sule
- Department of Informatics and Outcomes, St Joseph Mercy Oakland, Pontiac, MI 48341, USA;
| | - Raghavendra Tirupathi
- Department of Medicine Keystone Health, Penn State University School of Medicine, Hershey, PA 16801, USA;
- Department of Medicine, Wellspan Chambersburg and Waynesboro (Pa.) Hospitals, Chambersburg, PA 16801, USA
| | - Abbas Al Mutair
- Research Center, Almoosa Specialist Hospital, Alahsa 36342, Saudi Arabia;
- College of Nursing, Prince Nora University, Riyadh 11564, Saudi Arabia
- School of Nursing, Wollongong University, Wollongong, NSW 2522, Australia
| | - Saad Alhumaid
- Administration of Pharmaceutical Care, Al-Ahsa Health Cluster, Ministry of Health, Alahsa 31982, Saudi Arabia;
| | - Abdulkarim Hasan
- Department of Pathology, Faculty of Medicine, Al-Azhar University, Cairo 11884, Egypt;
- Prince Mishari Bin Saud Hospital in Baljurashi, Ministry of Health, Baljurash 22888, Saudi Arabia
| | - Manish Dhawan
- Department of Microbiology, Punjab Agricultural University, Ludhiana 141004, India;
- The Trafford Group of Colleges, Manchester WA14 5PQ, UK
| | - Ruchi Tiwari
- Department of Veterinary Microbiology and Immunology, College of Veterinary Sciences, Uttar Pradesh Pandit Deen Dayal Upadhyaya Pashu Chikitsa Vigyan Vishwavidyalaya Evam Go Anusandha Sansthan (DUVASU), Mathura 281001, India;
| | - Khan Sharun
- Division of Surgery, ICAR-Indian Veterinary Research Institute, Izatnagar, Bareilly 243122, India;
| | - Ranjan K. Mohapatra
- Department of Chemistry, Government College of Engineering, Keonjhar 758002, India;
| | - Saikat Mitra
- Department of Pharmacy, Faculty of Pharmacy, University of Dhaka, Dhaka 1000, Bangladesh;
| | - Talha Bin Emran
- Department of Pharmacy, BGC Trust University Bangladesh, Chittagong 4381, Bangladesh
| | - Muhammad Bilal
- School of Life Science and Food Engineering, Huaiyin Institute of Technology, Huaian 223003, China;
| | - Rajendra Singh
- Division of Pathology, ICAR-Indian Veterinary Research Institute, Izatnagar, Bareilly 243122, India;
| | - Salem A. Alyami
- Department of Mathematics and Statistics, Imam Mohammad Ibn Saud Islamic University, Riyadh 11432, Saudi Arabia;
| | - Mohammad Ali Moni
- WHO Collaborating Centre on eHealth, UNSW Digital Health, School of Public Health and Community Medicine, Faculty of Medicine, UNSW Sydney, Sydney, NSW 2052, Australia
| | - Kuldeep Dhama
- Division of Pathology, ICAR-Indian Veterinary Research Institute, Izatnagar, Bareilly 243122, India;
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