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Joseph M, Li Q, Shin S. Health diagnosis associated with COVID-19 death in the United States: A retrospective cohort study using electronic health records. PLoS One 2025; 20:e0319585. [PMID: 40163461 PMCID: PMC11957315 DOI: 10.1371/journal.pone.0319585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Accepted: 01/13/2025] [Indexed: 04/02/2025] Open
Abstract
BACKGROUND The United States has experienced high surge in COVID-19 cases since the dawn of 2020. Identifying the types of diagnoses that pose a risk in leading COVID-19 death casualties will enable our community to obtain a better perspective in identifying the most vulnerable populations and enable these populations to implement better precautionary measures. OBJECTIVE To identify demographic factors and health diagnosis codes that pose a high or a low risk to COVID-19 death from individual health record data sourced from the United States. METHODS We used logistic regression models to analyze the top 500 health diagnosis codes and demographics that have been identified as being associated with COVID-19 death. RESULTS Among 223,286 patients tested positive at least once, 218,831 (98%) patients were alive and 4,455 (2%) patients died during the duration of the study period. Through our logistic regression analysis, four demographic characteristics of patients; age, gender, race and region, were deemed to be associated with COVID-19 mortality. Patients from the West region of the United States: Alaska, Arizona, California, Colorado, Hawaii, Idaho, Montana, Nevada, New Mexico, Oregon, Utah, Washington, and Wyoming had the highest odds ratio of COVID-19 mortality across the United States. In terms of diagnoses, Complications mainly related to pregnancy (Adjusted Odds Ratio, OR:2.95; 95% Confidence Interval, CI:1.4 - 6.23) hold the highest odds ratio in influencing COVID-19 death followed by Other diseases of the respiratory system (OR:2.0; CI:1.84 - 2.18), Renal failure (OR:1.76; CI:1.61 - 1.93), Influenza and pneumonia (OR:1.53; CI:1.41 - 1.67), Other bacterial diseases (OR:1.45; CI:1.31 - 1.61), Coagulation defects, purpura and other hemorrhagic conditions(OR:1.37; CI:1.22 - 1.54), Injuries to the head (OR:1.27; CI:1.1 - 1.46), Mood [affective] disorders (OR:1.24; CI:1.12 - 1.36), Aplastic and other anemias (OR:1.22; CI:1.12 - 1.34), Chronic obstructive pulmonary disease and allied conditions (OR:1.18; CI:1.06 - 1.32), Other forms of heart disease (OR:1.18; CI:1.09 - 1.28), Infections of the skin and subcutaneous tissue (OR: 1.15; CI:1.04 - 1.27), Diabetes mellitus (OR:1.14; CI:1.03 - 1.26), and Other diseases of the urinary system (OR:1.12; CI:1.03 - 1.21). CONCLUSION We found demographic factors and medical conditions, including some novel ones which are associated with COVID-19 death. These findings can be used for clinical and public awareness and for future research purposes.
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Affiliation(s)
- Mariam Joseph
- Department of Statistics, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Qiwei Li
- Department of Mathematical Sciences, University of Texas at Dallas, Richardson, Texas, United States of America
| | - Sunyoung Shin
- Department of Mathematics, Pohang University of Science and Technology, Pohang, Gyeongbuk, South Korea
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Naiditch H, Betts MR, Larman HB, Levi M, Rosenberg AZ. Immunologic and inflammatory consequences of SARS-CoV-2 infection and its implications in renal disease. Front Immunol 2025; 15:1376654. [PMID: 40012912 PMCID: PMC11861071 DOI: 10.3389/fimmu.2024.1376654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 12/23/2024] [Indexed: 02/28/2025] Open
Abstract
The emergence of the COVID-19 pandemic made it critical to understand the immune and inflammatory responses to the SARS-CoV-2 virus. It became increasingly recognized that the immune response was a key mediator of illness severity and that its mechanisms needed to be better understood. Early infection of both tissue and immune cells, such as macrophages, leading to pyroptosis-mediated inflammasome production in an organ system critical for systemic oxygenation likely plays a central role in the morbidity wrought by SARS-CoV-2. Delayed transcription of Type I and Type III interferons by SARS-CoV-2 may lead to early disinhibition of viral replication. Cytokines such as interleukin-1 (IL-1), IL-6, IL-12, and tumor necrosis factor α (TNFα), some of which may be produced through mechanisms involving nuclear factor kappa B (NF-κB), likely contribute to the hyperinflammatory state in patients with severe COVID-19. Lymphopenia, more apparent among natural killer (NK) cells, CD8+ T-cells, and B-cells, can contribute to disease severity and may reflect direct cytopathic effects of SARS-CoV-2 or end-organ sequestration. Direct infection and immune activation of endothelial cells by SARS-CoV-2 may be a critical mechanism through which end-organ systems are impacted. In this context, endovascular neutrophil extracellular trap (NET) formation and microthrombi development can be seen in the lungs and other critical organs throughout the body, such as the heart, gut, and brain. The kidney may be among the most impacted extrapulmonary organ by SARS-CoV-2 infection owing to a high concentration of ACE2 and exposure to systemic SARS-CoV-2. In the kidney, acute tubular injury, early myofibroblast activation, and collapsing glomerulopathy in select populations likely account for COVID-19-related AKI and CKD development. The development of COVID-19-associated nephropathy (COVAN), in particular, may be mediated through IL-6 and signal transducer and activator of transcription 3 (STAT3) signaling, suggesting a direct connection between the COVID-19-related immune response and the development of chronic disease. Chronic manifestations of COVID-19 also include systemic conditions like Multisystem Inflammatory Syndrome in Children (MIS-C) and Adults (MIS-A) and post-acute sequelae of COVID-19 (PASC), which may reflect a spectrum of clinical presentations of persistent immune dysregulation. The lessons learned and those undergoing continued study likely have broad implications for understanding viral infections' immunologic and inflammatory consequences beyond coronaviruses.
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Affiliation(s)
- Hiam Naiditch
- Department of Pulmonary, Allergy, Critical Care and Sleep Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | - Michael R. Betts
- Department of Microbiology and Institute of Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - H. Benjamin Larman
- Institute for Cell Engineering, Division of Immunology, Department of Pathology, Johns Hopkins University, Baltimore, MD, United States
| | - Moshe Levi
- Department of Biochemistry and Molecular & Cellular Biology, Georgetown University, Washington, DC, United States
| | - Avi Z. Rosenberg
- Department of Pathology, Johns Hopkins University, Baltimore, MD, United States
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Pai MF, Tung KT, Hsu SP, Peng YS, Lin WY, Yang JY, Wu HY, Chiu YL, Shu KH, Tsai WC. Adverse events following the first, second and third doses of a COVID-19 vaccine in hemodialysis patients. Ren Fail 2023; 45:2172432. [PMID: 36715434 PMCID: PMC9888469 DOI: 10.1080/0886022x.2023.2172432] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 01/19/2023] [Indexed: 01/31/2023] Open
Abstract
BACKGROUND This study aimed to identify adverse events following the first three doses of COVID-19 vaccines in hemodialysis (HD) patients. Risk factors associated with postvaccination adverse events were explored. METHODS Postvaccination adverse events in 438 HD patients who received 3 doses of COVID-19 vaccines were prospectively assessed. The adverse events among three doses were compared using generalized linear mixed models. Factors associated with adverse events were assessed with multivariate analyses. RESULTS The vast majority of participants received Oxford/AstraZeneca ChAdOx1 as their first two doses and Moderna mRNA-1273 as their third dose. Overall, 79%, 50% and 84% of the participants experienced at least one adverse event after their first, second, and third doses, respectively. These adverse events were mostly minor, short-lived and less than 5% reported daily activities being affected. Compared with the first dose, the second dose caused a lower rate of adverse events. Compared with the first dose, the third dose elicited a higher rate of injection site reactions and a lower rate of systemic reactions. Multivariate analyses showed that every 10-year increase of age (odds ratio 0.67, 95% confidence intervals 0.57-0.79) was associated with decreased risk of adverse events, while female sex (2.82, 1.90-4.18) and arteriovenous fistula (1.73, 1.05-2.84) were associated with increased risk of adverse events. Compared with Oxford/AstraZeneca ChAdOx1, Moderna mRNA-1273 was associated with an increased risk of injection site reactions. CONCLUSIONS COVID-19 vaccination was well tolerated in HD patients. Age, sex, dialysis vascular access and vaccine types were associated with postvaccination adverse events.
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Affiliation(s)
- Mei-Fen Pai
- Division of Nephrology, Department of Internal Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital and College of Medicine, Taipei City, Taiwan
| | - Kuei-Ting Tung
- Division of Nephrology, Department of Internal Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan
| | - Shih-Ping Hsu
- Division of Nephrology, Department of Internal Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital and College of Medicine, Taipei City, Taiwan
- School of Life Science, National Taiwan Normal University, Taipei City, Taiwan
| | - Yu-Sen Peng
- Division of Nephrology, Department of Internal Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan
- Department of Applied Cosmetology, Lee-Ming Institute of Technology, New Taipei City, Taiwan
- Department of Electrical Engineering, Yuan Ze University, Taoyuan City, Taiwan
| | - Wan-Yu Lin
- Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei City, Taiwan
| | - Ju-Yeh Yang
- Division of Nephrology, Department of Internal Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital and College of Medicine, Taipei City, Taiwan
- Center for General Education, Lee-Ming Institute of Technology, New Taipei City, Taiwan
| | - Hon-Yen Wu
- Division of Nephrology, Department of Internal Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital and College of Medicine, Taipei City, Taiwan
- Faculty of Medicine, School of Medicine, National Yang-Ming University, Taipei City, Taiwan
| | - Yen-Ling Chiu
- Division of Nephrology, Department of Internal Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital and College of Medicine, Taipei City, Taiwan
- Graduate Program in Biomedical Informatics, Yuan Ze University, Taoyuan City, Taiwan
| | - Kai-Hsiang Shu
- Division of Nephrology, Department of Internal Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital and College of Medicine, Taipei City, Taiwan
| | - Wan-Chuan Tsai
- Division of Nephrology, Department of Internal Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan
- Center for General Education, Lee-Ming Institute of Technology, New Taipei City, Taiwan
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Schiffl H, Lang SM. Long-term interplay between COVID-19 and chronic kidney disease. Int Urol Nephrol 2023:10.1007/s11255-023-03528-x. [PMID: 36828919 PMCID: PMC9955527 DOI: 10.1007/s11255-023-03528-x] [Citation(s) in RCA: 37] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 02/19/2023] [Indexed: 02/26/2023]
Abstract
PURPOSE The COVID-19 pandemic may have an impact on the long-term kidney function of survivors. The clinical relevance is not clear. METHODS This review summarises the currently published data. RESULTS There is a bidirectional relationship between chronic kidney disease and COVID-19 disease. Chronic kidney diseases due to primary kidney disease or chronic conditions affecting kidneys increase the susceptibility to COVID-19 infection, the risks for progression and critical COVID-19 disease (with acute or acute-on-chronic kidney damage), and death. Patients who have survived COVID-19 face an increased risk of worse kidney outcomes in the post-acute phase of the disease. Of clinical significance, COVID-19 may predispose surviving patients to chronic kidney disease, independently of clinically apparent acute kidney injury (AKI). The increased risk of post-acute renal dysfunction of COVID-19 patients can be graded according to the severity of the acute infection (non-hospitalised, hospitalised or ICU patients). The burden of chronic kidney disease developing after COVID-19 is currently unknown. CONCLUSION Post-acute COVID-19 care should include close attention to kidney function. Future prospective large-scale studies are needed with long and complete follow-up periods, assessing kidney function using novel markers of kidney function/damage, urinalysis and biopsy studies.
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Affiliation(s)
- Helmut Schiffl
- Universitätsklinikum LMU München, Medizinische Klinik IV, München, Germany.
| | - Susanne M. Lang
- grid.275559.90000 0000 8517 6224Klinik für Innere Medizin V, Universitätsklinikum Jena, Jena, Germany
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Kerchberger VE, Peterson JF, Wei WQ. Scanning the medical phenome to identify new diagnoses after recovery from COVID-19 in a US cohort. J Am Med Inform Assoc 2023; 30:233-244. [PMID: 36005898 PMCID: PMC9452157 DOI: 10.1093/jamia/ocac159] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Revised: 06/29/2022] [Accepted: 08/23/2022] [Indexed: 01/20/2023] Open
Abstract
OBJECTIVE COVID-19 survivors are at risk for long-term health effects, but assessing the sequelae of COVID-19 at large scales is challenging. High-throughput methods to efficiently identify new medical problems arising after acute medical events using the electronic health record (EHR) could improve surveillance for long-term consequences of acute medical problems like COVID-19. MATERIALS AND METHODS We augmented an existing high-throughput phenotyping method (PheWAS) to identify new diagnoses occurring after an acute temporal event in the EHR. We then used the temporal-informed phenotypes to assess development of new medical problems among COVID-19 survivors enrolled in an EHR cohort of adults tested for COVID-19 at Vanderbilt University Medical Center. RESULTS The study cohort included 186 105 adults tested for COVID-19 from March 5, 2020 to November 1, 2021; of which 30 088 (16.2%) tested positive. Median follow-up after testing was 412 days (IQR 274-528). Our temporal-informed phenotyping was able to distinguish phenotype chapters based on chronicity of their constituent diagnoses. PheWAS with temporal-informed phenotypes identified increased risk for 43 diagnoses among COVID-19 survivors during outpatient follow-up, including multiple new respiratory, cardiovascular, neurological, and pregnancy-related conditions. Findings were robust to sensitivity analyses, and several phenotypic associations were supported by changes in outpatient vital signs or laboratory tests from the pretesting to postrecovery period. CONCLUSION Temporal-informed PheWAS identified new diagnoses affecting multiple organ systems among COVID-19 survivors. These findings can inform future efforts to enable longitudinal health surveillance for survivors of COVID-19 and other acute medical conditions using the EHR.
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Affiliation(s)
- Vern Eric Kerchberger
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Josh F Peterson
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Wei-Qi Wei
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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Vardavas CI, Mathioudakis AG, Nikitara K, Stamatelopoulos K, Georgiopoulos G, Phalkey R, Leonardi-Bee J, Fernandez E, Carnicer-Pont D, Vestbo J, Semenza JC, Deogan C, Suk JE, Kramarz P, Lamb F, Penttinen P. Prognostic factors for mortality, intensive care unit and hospital admission due to SARS-CoV-2: a systematic review and meta-analysis of cohort studies in Europe. Eur Respir Rev 2022; 31:220098. [PMID: 36323422 PMCID: PMC9724816 DOI: 10.1183/16000617.0098-2022] [Citation(s) in RCA: 52] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 08/03/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND As mortality from coronavirus disease 2019 (COVID-19) is strongly age-dependent, we aimed to identify population subgroups at an elevated risk for adverse outcomes from COVID-19 using age-/gender-adjusted data from European cohort studies with the aim to identify populations that could potentially benefit from booster vaccinations. METHODS We performed a systematic literature review and meta-analysis to investigate the role of underlying medical conditions as prognostic factors for adverse outcomes due to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), including death, hospitalisation, intensive care unit (ICU) admission and mechanical ventilation within three separate settings (community, hospital and ICU). Cohort studies that reported at least age and gender-adjusted data from Europe were identified through a search of peer-reviewed articles published until 11 June 2021 in Ovid Medline and Embase. Results are presented as odds ratios with 95% confidence intervals and absolute risk differences in deaths per 1000 COVID-19 patients. FINDINGS We included 88 cohort studies with age-/gender-adjusted data from 6 653 207 SARS-CoV-2 patients from Europe. Hospital-based mortality was associated with high and moderate certainty evidence for solid organ tumours, diabetes mellitus, renal disease, arrhythmia, ischemic heart disease, liver disease and obesity, while a higher risk, albeit with low certainty, was noted for chronic obstructive pulmonary disease and heart failure. Community-based mortality was associated with a history of heart failure, stroke, diabetes and end-stage renal disease. Evidence of high/moderate certainty revealed a strong association between hospitalisation for COVID-19 and solid organ transplant recipients, sleep apnoea, diabetes, stroke and liver disease. INTERPRETATION The results confirmed the strong association between specific prognostic factors and mortality and hospital admission. Prioritisation of booster vaccinations and the implementation of nonpharmaceutical protective measures for these populations may contribute to a reduction in COVID-19 mortality, ICU and hospital admissions.
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Affiliation(s)
- Constantine I Vardavas
- School of Medicine, University of Crete, Heraklion, Crete, Greece
- Department of Oral Health Policy and Epidemiology, Harvard School of Dental Medicine, Harvard University, Boston, MA, USA
| | - Alexander G Mathioudakis
- Division of Infection, Immunity and Respiratory Medicine, School of Biological Sciences, The University of Manchester, Manchester, UK
- North West Lung Centre, Wythenshawe Hospital, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | | | - Kimon Stamatelopoulos
- Department of Clinical Therapeutics, National and Kapodistrian University of Athens, Athens, Greece
| | - Georgios Georgiopoulos
- Department of Clinical Therapeutics, National and Kapodistrian University of Athens, Athens, Greece
| | - Revati Phalkey
- Centre for Evidence Based Healthcare, Division of Epidemiology and Public Health, School of Medicine, University of Nottingham, Nottingham, UK
- Heidelberg Institute of Global Health, University of Heidelberg, Heidelberg, Germany
| | - Jo Leonardi-Bee
- Centre for Evidence Based Healthcare, Division of Epidemiology and Public Health, School of Medicine, University of Nottingham, Nottingham, UK
| | | | - Dolors Carnicer-Pont
- Catalan Institute of Oncology, Barcelona, Spain
- Institut d'Investigació Biomèdica de Bellvithe (IDIBELL), Barcelona, Spain
| | - Jørgen Vestbo
- Division of Infection, Immunity and Respiratory Medicine, School of Biological Sciences, The University of Manchester, Manchester, UK
- North West Lung Centre, Wythenshawe Hospital, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Jan C Semenza
- European Centre for Disease Prevention and Control (ECDC), Solna, Sweden
| | - Charlotte Deogan
- European Centre for Disease Prevention and Control (ECDC), Solna, Sweden
| | - Jonathan E Suk
- European Centre for Disease Prevention and Control (ECDC), Solna, Sweden
| | - Piotr Kramarz
- European Centre for Disease Prevention and Control (ECDC), Solna, Sweden
| | - Favelle Lamb
- European Centre for Disease Prevention and Control (ECDC), Solna, Sweden
| | - Pasi Penttinen
- European Centre for Disease Prevention and Control (ECDC), Solna, Sweden
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Sendic S, Mansouri L, Havervall S, Thålin C, Lundahl J, Jacobson SH. Impact of monocyte-related modulators and kidney function on mortality in hospitalized patients with COVID-19. Scand J Immunol 2022; 96:e13215. [PMID: 36950896 PMCID: PMC9537927 DOI: 10.1111/sji.13215] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 09/02/2022] [Accepted: 09/07/2022] [Indexed: 11/28/2022]
Abstract
Patients with chronic kidney disease (CKD) are at high risk of severe complications from COVID-19 and functional monocyte disturbances have been implicated to play a role. Our objective was to analyse the association between kidney function and monocyte modulatory factors, with risk of mortality in patients with COVID-19. Hospitalized patients with COVID-19 (n = 110) were included and in-hospital mortality was analysed with unadjusted and adjusted multiple logistic regression analysis. Plasma levels of monocyte chemoattractant factors (MIP-1α, MCP-1, IL-6) and a monocyte immune modulator (sCD14) were analysed and correlated to kidney function and risk of mortality. Monocyte modulatory factors were also determined in CKD patients without infection (disease controls) and in healthy subjects. Patients who died in hospital were more often in CKD stages 3-5, with lower estimated glomerular filtration rate (eGFR) and had significantly higher MIP-1α and IL-6 levels than survivors. In multiple regression analyses adjusted for age, sex and eGFR, both high MCP-1 and high MIP-1α were significantly associated with risk of in-hospital mortality. Apart from impaired kidney function, also the concentrations of MCP-1 and MIP-1α add important prognostic information in hospitalized patients with COVID-19. These data provide an increased understanding of the impact of monocyte modulators in patients with COVID-19 and normal or impaired kidney function, and warrant consideration in the pursuit of new effective therapies.
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Affiliation(s)
- Senka Sendic
- Division of Nephrology, Department of Clinical SciencesKarolinska Institutet, Danderyd University HospitalStockholmSweden
| | - Ladan Mansouri
- Department of Clinical Science and EducationKarolinska Institutet, SödersjukhusetStockholmSweden
| | - Sebastian Havervall
- Division of Internal Medicine, Department of Clinical SciencesKarolinska Institutet, Danderyd University HospitalStockholmSweden
| | - Charlotte Thålin
- Division of Internal Medicine, Department of Clinical SciencesKarolinska Institutet, Danderyd University HospitalStockholmSweden
| | - Joachim Lundahl
- Department of Clinical Science and EducationKarolinska Institutet, SödersjukhusetStockholmSweden
| | - Stefan H. Jacobson
- Division of Nephrology, Department of Clinical SciencesKarolinska Institutet, Danderyd University HospitalStockholmSweden
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Grad DA, Mureșanu D. Electronic health records in Romania - window of opportunity in improving population's health? J Med Life 2022; 15:1327-1329. [PMID: 36567830 PMCID: PMC9762377 DOI: 10.25122/jml-2022-1032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Accepted: 11/24/2022] [Indexed: 12/27/2022] Open
Affiliation(s)
- Diana Alecsandra Grad
- RoNeuro Institute for Neurological Research and Diagnostic, Cluj-Napoca, Romania
- Department of Public Health, Babes-Bolyai University, Cluj-Napoca, Romania
| | - Dafin Mureșanu
- RoNeuro Institute for Neurological Research and Diagnostic, Cluj-Napoca, Romania
- Department of Neurosciences, Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
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Navar AM, Cosmatos I, Purinton S, Ramsey JL, Taylor RJ, Sobel RE, Barlow G, Dieck GS, Bulgrein ML, Peterson ED. Using EHR data to identify coronavirus infections in hospitalized patients: Impact of case definitions on disease surveillance. Int J Med Inform 2022; 166:104842. [PMID: 35988510 PMCID: PMC9359535 DOI: 10.1016/j.ijmedinf.2022.104842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 07/16/2022] [Accepted: 08/04/2022] [Indexed: 11/29/2022]
Abstract
PURPOSE To evaluate the number, characteristics, and outcomes of patients identified hospitalized with coronavirus disease 2019 (COVID-19) using two different case definitions. PROCEDURES Electronic Health Record data were evaluated from patients hospitalized with COVID-19 through May 2020 at 52 health systems across the United States. Characteristics of inpatients with positive laboratory tests for SARS-CoV-2 were compared with those with clinical diagnosis of COVID-19 but without a confirmatory lab result. FINDINGS Of 14,371 inpatients with COVID-19, 6623 (46.1 %) had a positive laboratory result, and n = 7748 (52.9 %) had only a clinical diagnosis of COVID-19. Compared with clinically diagnosed cases, those with laboratory-confirmed COVID were similar in age and sex, but differed by race, ethnicity, and insurance status. Laboratory-confirmed cases were more likely to receive certain COVID-19 therapies including hydroxychloroquine, anti-IL6 agents and antivirals (p < 0.001). Those with laboratory-confirmed COVID-19 had lower rates of most complications such as myocardial infarction, but higher overall mortality (p < 0.001). CONCLUSION We observed a two-fold difference in the number of patients hospitalized with COVID-19 depending on whether the case definition required laboratory confirmation. Variations in case definitions also led to differences in cohort characteristics, treatments, and outcomes.
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Affiliation(s)
- Ann Marie Navar
- University of Texas Southwestern Medical Center, Dallas, TX, United States.
| | | | | | | | | | | | | | | | | | - Eric D Peterson
- University of Texas Southwestern Medical Center, Dallas, TX, United States
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Yang L, Li J, Wei W, Yi C, Pu Y, Zhang L, Cui T, Ma L, Zhang J, Koyner J, Zhao Y, Fu P. Kidney health in the COVID-19 pandemic: An umbrella review of meta-analyses and systematic reviews. Front Public Health 2022; 10:963667. [PMID: 36172213 PMCID: PMC9511113 DOI: 10.3389/fpubh.2022.963667] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 08/16/2022] [Indexed: 01/24/2023] Open
Abstract
Background This umbrella review aims to consolidate evidence from systematic reviews and meta-analyses investigating the impact of the coronavirus disease-2019 (COVID-19) on kidney health, and the associations between kidney diseases and clinical outcomes in COVID-19 patients. Methods Five databases, namely, EMBASE, PubMed, Web of Science, the Cochrane Database of Systematic Reviews and Ovid Medline, were searched for meta-analyses and systematic reviews from January 1, 2020 to June 2, 2022. Two reviewers independently selected reviews, identified reviews for inclusion and extracted data. Disagreements were resolved by group discussions. Two reviewers independently assessed the methodological quality of all included reviews using ROBIS tool. A narrative synthesis was conducted. The characteristics and major findings of the included reviews are presented using tables and forest plots. The included meta-analyses were updated when necessary. The review protocol was prospectively registered in PROSPERO (CRD42021266300). Results A total of 103 reviews were identified. Using ROBIS, 30 reviews were rated as low risk of bias. Data from these 30 reviews were included in the narrative synthesis. Ten meta-analyses were updated by incorporating 119 newly available cohort studies. Hospitalized COVID-19 patients had a notable acute kidney injury (AKI) incidence of 27.17%. AKI was significantly associated with mortality (pooled OR: 5.24) and severe conditions in COVID-19 patients (OR: 14.94). The pooled prevalence of CKD in COVID-19 patients was 5.7%. Pre-existing CKD was associated with a higher risk of death (pooled OR: 2.21) and disease severity (pooled OR: 1.87). Kidney transplant recipients were susceptible to SARS-CoV-2 infection (incidence: 23 per 10,000 person-weeks) with a pooled mortality of 18%. Conclusion Kidney disease such as CKD or recipients of kidney transplants were at increased risk of contracting COVID-19. Persons with COVID-19 also had a notable AKI incidence. AKI, the need for RRT, pre-existing CKD and a history of kidney transplantation are associated with adverse outcomes in COVID-19. Systematic review registration www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42021266300, identifier: CRD42021266300.
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Affiliation(s)
- Letian Yang
- Division of Nephrology, Kidney Research Institute, West China Hospital of Sichuan University, Chengdu, China
| | - Jian Li
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Wei Wei
- Division of Nephrology, Kidney Research Institute, West China Hospital of Sichuan University, Chengdu, China
| | - Cheng Yi
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Yajun Pu
- Division of Nephrology, Kidney Research Institute, West China Hospital of Sichuan University, Chengdu, China
| | - Ling Zhang
- Division of Nephrology, Kidney Research Institute, West China Hospital of Sichuan University, Chengdu, China
| | - Tianlei Cui
- Division of Nephrology, Kidney Research Institute, West China Hospital of Sichuan University, Chengdu, China
| | - Liang Ma
- Division of Nephrology, Kidney Research Institute, West China Hospital of Sichuan University, Chengdu, China
| | - Juqian Zhang
- Liverpool Centre for Cardiovascular Science, Liverpool Heart and Chest Hospital, University of Liverpool, Liverpool, United Kingdom
| | - Jay Koyner
- Division of Nephrology, Department of Medicine, University of Chicago, Chicago, IL, United States
| | - Yuliang Zhao
- Division of Nephrology, Kidney Research Institute, West China Hospital of Sichuan University, Chengdu, China
| | - Ping Fu
- Division of Nephrology, Kidney Research Institute, West China Hospital of Sichuan University, Chengdu, China
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12
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Cools F, Virdone S, Sawhney J, Lopes RD, Jacobson B, Arcelus JI, Hobbs FDR, Gibbs H, Himmelreich JCL, MacCallum P, Schellong S, Haas S, Turpie AGG, Ageno W, Rocha AT, Kayani G, Pieper K, Kakkar AK. Thromboprophylactic low-molecular-weight heparin versus standard of care in unvaccinated, at-risk outpatients with COVID-19 (ETHIC): an open-label, multicentre, randomised, controlled, phase 3b trial. Lancet Haematol 2022; 9:e594-e604. [PMID: 35779560 PMCID: PMC9243570 DOI: 10.1016/s2352-3026(22)00173-9] [Citation(s) in RCA: 50] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 05/20/2022] [Accepted: 05/23/2022] [Indexed: 12/22/2022]
Abstract
Background COVID-19 is associated with inflammation and an increased risk of thromboembolic complications. Prophylactic doses of low-molecular-weight heparin have been used in hospitalised and non-critically ill patients with COVID-19. We aimed to evaluate the efficacy and safety of prophylactic low-molecular-weight heparin (enoxaparin) versus standard of care (no enoxaparin) in at-risk outpatients with COVID-19. Methods This open-label, multicentre, randomised, controlled, phase 3b trial (ETHIC) was done at 15 centres in six countries (Belgium, Brazil, India, South Africa, Spain, and the UK). We consecutively enrolled participants aged at least 30 years who had not received a COVID-19 vaccine and had symptomatic, confirmed COVID-19 in the outpatient setting plus at least one risk factor for severe disease. Within 9 days of symptom onset and by use of a web-based random block design (block size either 2 or 4), eligible participants were randomly assigned (1:1) to receive either subcutaneous enoxaparin for 21 days (40 mg once daily if they weighed <100 kg and 40 mg twice daily if they weighed ≥100 kg) or standard of care (without enoxaparin). The primary efficacy endpoint was the composite of all-cause hospitalisation and all-cause mortality at 21 days after randomisation and, in our main analysis, was analysed in the intention-to-treat population, which comprised all patients who were randomly assigned. Safety was also analysed in the intention-to-treat population for our main analysis. This trial is registered with ClinicalTrials.gov, NCT04492254, and is complete. Findings Following the advice of the Data and Safety Monitoring Board, this study was terminated early due to slow enrolment and a lower-than-expected event rate. Between Oct 27, 2020, and Nov 8, 2021, 230 patients with COVID-19 were assessed for eligibility, of whom 219 were enrolled and randomly assigned to receive standard of care (n=114) or enoxaparin (n=105). 96 (44%) patients were women, 122 (56%) were men, and one patient had missing sex data. 141 (65%) of 218 participants with data on race and ethnicity were White, 60 (28%) were Asian, and 16 (7%) were Black, mixed race, or Arab or Middle Eastern. Median follow-up in both groups was 21 days (IQR 21–21). There was no difference in the composite of all-cause mortality and hospitalisation at 21 days between the enoxaparin group (12 [11%] of 105 patients) and the standard-of-care group (12 [11%] of 114 patients; unadjusted hazard ratio 1·09 [95% CI 0·49–2·43]; log-rank p=0·83). At 21 days, two (2%) of 105 patients in the enoxaparin group (one minor bleed and one bleed of unknown severity) and one (1%) of 114 patients in the standard-of-care group (major abnormal uterine bleeding) had a bleeding event. 22 (21%) patients in the enoxaparin group and 13 (11%) patients in the standard-of-care group had adverse events. The most common adverse event in both groups was COVID-19-related pneumonia (six [6%] patients in the enoxaparin group and five [4%] patients in the standard-of-care group). One patient in the enoxaparin group died and their cause of death was unknown. Interpretation The ETHIC trial results suggest that prophylaxis with low-molecular-weight heparin had no benefit for at-risk outpatients with COVID-19. Although the trial was terminated early, our data, combined with data from similar studies, provide further insights to inform international guidelines and influence clinical practice. Funding The Thrombosis Research Institute and Sanofi UK.
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Affiliation(s)
- Frank Cools
- Department of Cardiology, General Hospital Klina, Brasschaat, Belgium
| | | | - Jitendra Sawhney
- Department of Cardiology, Sir Ganga Ram Hospital, New Delhi, India
| | - Renato D Lopes
- Department of Cardiology, Duke University Medical Center, Durham, NC, USA; Brazilian Clinical Research Institute, São Paulo, Brazil
| | - Barry Jacobson
- Department of Haematology and Molecular Medicine, University of the Witwatersrand, Johannesburg, South Africa
| | - Juan I Arcelus
- Department of Surgery, University of Granada, Granada, Spain
| | - F D Richard Hobbs
- Oxford Primary Care, Radcliffe Observatory Quarter, University of Oxford, Oxford, UK
| | - Harry Gibbs
- Department of General Medicine, The Alfred Hospital, Melbourne, VIC, Australia
| | - Jelle C L Himmelreich
- Department of General Practice, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Peter MacCallum
- Department of Haematology, Queen Mary University of London, London, UK
| | - Sebastian Schellong
- Department of Heart and Circulatory Diseases, Städtisches Klinikum Dresden, Dresden, Germany
| | - Sylvia Haas
- Institute for Experimental Oncology and Therapeutic Research, Technical University of Munich, Munich, Germany
| | | | - Walter Ageno
- Department of Medicine, University of Insubria, Varese, Italy
| | - Ana Thereza Rocha
- Department of Family Health, Federal University of Bahia, Salvador, Brazil; D'Or Institute for Research and Education, Rio de Janeiro, Brazil
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A Calculator for COVID-19 Severity Prediction Based on Patient Risk Factors and Number of Vaccines Received. Microorganisms 2022; 10:microorganisms10061238. [PMID: 35744754 PMCID: PMC9229599 DOI: 10.3390/microorganisms10061238] [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: 05/25/2022] [Revised: 06/14/2022] [Accepted: 06/14/2022] [Indexed: 11/16/2022] Open
Abstract
Vaccines have allowed for a significant decrease in COVID-19 risk, and new antiviral medications can prevent disease progression if given early in the course of the disease. The rapid and accurate estimation of the risk of severe disease in new patients is needed to prioritize the treatment of high-risk patients and maximize lives saved. We used electronic health records from 101,039 individuals infected with SARS-CoV-2, since the beginning of the pandemic and until 30 November 2021, in a national healthcare organization in Israel to build logistic models estimating the probability of subsequent hospitalization and death of newly infected patients based on a few major risk factors (age, sex, body mass index, hemoglobin A1C, kidney function, and the presence of hypertension, pulmonary disease, and malignancy) and the number of BNT162b2 mRNA vaccine doses received. The model’s performance was assessed by 10-fold cross-validation: the area under the curve was 0.889 for predicting hospitalization and 0.967 for predicting mortality. A total of 50%, 80%, and 90% of death events could be predicted with respective specificities of 98.6%, 95.2%, and 91.2%. These models enable the rapid identification of individuals at high risk for hospitalization and death when infected, and they can be used to prioritize patients to receive scarce medications or booster vaccination. The calculator is available online.
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14
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Guntur VP, Modena BD, Manka LA, Eddy JJ, Liao SY, Goldstein NM, Zelarney P, Horn CA, Keith RC, Make BJ, Petrache I, Wechsler ME. Characteristics and outcomes of ambulatory patients with suspected COVID-19 at a respiratory referral center. Respir Med 2022; 197:106832. [PMID: 35462298 PMCID: PMC8986541 DOI: 10.1016/j.rmed.2022.106832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Revised: 03/28/2022] [Accepted: 03/29/2022] [Indexed: 01/08/2023]
Affiliation(s)
- Vamsi P Guntur
- Division of Pulmonary, Critical Care, and Sleep Medicine, National Jewish Health, Denver, CO, USA; The NJH Cohen Family Asthma Institute, National Jewish Health, Denver, CO, USA; Division of Pulmonary Sciences and Critical Care Medicine, School of Medicine, University of Colorado, Denver, CO, USA.
| | | | - Laurie A Manka
- Division of Pulmonary, Critical Care, and Sleep Medicine, National Jewish Health, Denver, CO, USA; The NJH Cohen Family Asthma Institute, National Jewish Health, Denver, CO, USA
| | - Jared J Eddy
- Division of Mycobacterial and Respiratory Infections, National Jewish Health, Denver, CO, USA
| | - Shu-Yi Liao
- Division of Pulmonary, Critical Care, and Sleep Medicine, National Jewish Health, Denver, CO, USA
| | - Nir M Goldstein
- Division of Pulmonary, Critical Care, and Sleep Medicine, National Jewish Health, Denver, CO, USA
| | | | - Carrie A Horn
- Division of Hospital & Internal Medicine, National Jewish Health, Denver, CO, USA
| | - Rebecca C Keith
- Division of Pulmonary, Critical Care, and Sleep Medicine, National Jewish Health, Denver, CO, USA; Division of Pulmonary Sciences and Critical Care Medicine, School of Medicine, University of Colorado, Denver, CO, USA
| | - Barry J Make
- Division of Pulmonary, Critical Care, and Sleep Medicine, National Jewish Health, Denver, CO, USA; Division of Pulmonary Sciences and Critical Care Medicine, School of Medicine, University of Colorado, Denver, CO, USA
| | - Irina Petrache
- Division of Pulmonary, Critical Care, and Sleep Medicine, National Jewish Health, Denver, CO, USA; Division of Pulmonary Sciences and Critical Care Medicine, School of Medicine, University of Colorado, Denver, CO, USA
| | - Michael E Wechsler
- Division of Pulmonary, Critical Care, and Sleep Medicine, National Jewish Health, Denver, CO, USA; The NJH Cohen Family Asthma Institute, National Jewish Health, Denver, CO, USA; Division of Pulmonary Sciences and Critical Care Medicine, School of Medicine, University of Colorado, Denver, CO, USA
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15
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Sand J. Impact of the COVID-19 Pandemic on HIM Professionals in a Rural State. PERSPECTIVES IN HEALTH INFORMATION MANAGEMENT 2022; 19:1c. [PMID: 35692855 PMCID: PMC9123529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
The COVID-19 pandemic has greatly disrupted the healthcare industry, impacting health information professionals through facility changes, remote work, shifting priorities, and personal stressors. This study explores the impacts of these disruptions on health information professionals in a rural state. Participants indicated involvement in expanding and new responsibilities related to tracing and data collection, the expansion of telehealth services, and disaster planning. Their work was impacted by facility closures and suspended services, an increase in remote work, increased communications during the pandemic, and the shift to virtual continuing education. As with much of society, many participants also experienced worsening mental well-being, social wellness, and stress related to a variety of factors. Despite the stress and uncertainty, participants also found inspiration in the pandemic, taking time to reprioritize, connect with others, and find strength in human resilience.
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16
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Teixeira JP, Barone S, Zahedi K, Soleimani M. Kidney Injury in COVID-19: Epidemiology, Molecular Mechanisms and Potential Therapeutic Targets. Int J Mol Sci 2022; 23:2242. [PMID: 35216358 PMCID: PMC8877127 DOI: 10.3390/ijms23042242] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 02/07/2022] [Accepted: 02/08/2022] [Indexed: 01/08/2023] Open
Abstract
As of December 2021, SARS-CoV-2 had caused over 250 million infections and 5 million deaths worldwide. Furthermore, despite the development of highly effective vaccines, novel variants of SARS-CoV-2 continue to sustain the pandemic, and the search for effective therapies for COVID-19 remains as urgent as ever. Though the primary manifestation of COVID-19 is pneumonia, the disease can affect multiple organs, including the kidneys, with acute kidney injury (AKI) being among the most common extrapulmonary manifestations of severe COVID-19. In this article, we start by reflecting on the epidemiology of kidney disease in COVID-19, which overwhelmingly demonstrates that AKI is common in COVID-19 and is strongly associated with poor outcomes. We also present emerging data showing that COVID-19 may result in long-term renal impairment and delve into the ongoing debate about whether AKI in COVID-19 is mediated by direct viral injury. Next, we focus on the molecular pathogenesis of SARS-CoV-2 infection by both reviewing previously published data and presenting some novel data on the mechanisms of cellular viral entry. Finally, we relate these molecular mechanisms to a series of therapies currently under investigation and propose additional novel therapeutic targets for COVID-19.
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Affiliation(s)
- J. Pedro Teixeira
- Department of Internal Medicine, Division of Nephrology, University of New Mexico Health Sciences Center, Albuquerque, NM 87131, USA; (S.B.); (K.Z.)
- Department of Internal Medicine, Division of Pulmonary, Critical Care, and Sleep Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM 87131, USA
| | - Sharon Barone
- Department of Internal Medicine, Division of Nephrology, University of New Mexico Health Sciences Center, Albuquerque, NM 87131, USA; (S.B.); (K.Z.)
- Research/Medicine Services, New Mexico Veterans Healthcare Medical Center, Albuquerque, NM 87108, USA
| | - Kamyar Zahedi
- Department of Internal Medicine, Division of Nephrology, University of New Mexico Health Sciences Center, Albuquerque, NM 87131, USA; (S.B.); (K.Z.)
- Research/Medicine Services, New Mexico Veterans Healthcare Medical Center, Albuquerque, NM 87108, USA
| | - Manoocher Soleimani
- Department of Internal Medicine, Division of Nephrology, University of New Mexico Health Sciences Center, Albuquerque, NM 87131, USA; (S.B.); (K.Z.)
- Research/Medicine Services, New Mexico Veterans Healthcare Medical Center, Albuquerque, NM 87108, USA
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17
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Israel A, Schäffer AA, Merzon E, Green I, Magen E, Golan-Cohen A, Vinker S, Ruppin E. Predicting COVID-19 severity using major risk factors and received vaccines. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2022:2021.12.31.21268575. [PMID: 35018390 PMCID: PMC8750716 DOI: 10.1101/2021.12.31.21268575] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
BACKGROUND Vaccines are highly effective in preventing severe disease and death from COVID-19, and new medications that can reduce severity of disease have been approved. However, many countries are facing limited supply of vaccine doses and medications. A model estimating the probabilities for hospitalization and mortality according to individual risk factors and vaccine doses received could help prioritize vaccination and yet scarce medications to maximize lives saved and reduce the burden on hospitalization facilities. METHODS Electronic health records from 101,039 individuals infected with SARS-CoV-2, since the beginning of the pandemic and until November 30, 2021 were extracted from a national healthcare organization in Israel. Logistic regression models were built to estimate the risk for subsequent hospitalization and death based on the number of BNT162b2 mRNA vaccine doses received and few major risk factors (age, sex, body mass index, hemoglobin A1C, kidney function, and presence of hypertension, pulmonary disease and malignancy). RESULTS The models built predict the outcome of newly infected individuals with remarkable accuracy: area under the curve was 0.889 for predicting hospitalization, and 0.967 for predicting mortality. Even when a breakthrough infection occurs, having received three vaccination doses significantly reduces the risk of hospitalization by 66% (OR=0.339) and of death by 78% (OR=0.223). CONCLUSIONS The models enable rapid identification of individuals at high risk for hospitalization and death when infected. These patients can be prioritized to receive booster vaccination and the yet scarce medications. A calculator based on these models is made publicly available on http://covidest.web.app.
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Affiliation(s)
| | - Alejandro A. Schäffer
- Cancer Data Science Laboratory, Center for Cancer Research, National Cancer Institute, Bethesda, MD USA
| | - Eugene Merzon
- Leumit Health Services, Israel
- Adelson School of Medicine, Ariel University, Ariel, Israel
| | - Ilan Green
- Leumit Health Services, Israel
- Department of Family Medicine, Sackler Faculty of Medicine, Tel-Aviv University, Israel
| | - Eli Magen
- Leumit Health Services, Israel
- Medicine C Department, Clinical Immunology and Allergy Division, Barzilai University Medical Center, Ben-Gurion University of the Negev, Ashkelon, Israel
| | - Avivit Golan-Cohen
- Leumit Health Services, Israel
- Department of Family Medicine, Sackler Faculty of Medicine, Tel-Aviv University, Israel
| | - Shlomo Vinker
- Leumit Health Services, Israel
- Department of Family Medicine, Sackler Faculty of Medicine, Tel-Aviv University, Israel
| | - Eytan Ruppin
- Cancer Data Science Laboratory, Center for Cancer Research, National Cancer Institute, Bethesda, MD USA
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18
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Jdiaa SS, Mansour R, El Alayli A, Gautam A, Thomas P, Mustafa RA. COVID-19 and chronic kidney disease: an updated overview of reviews. J Nephrol 2022; 35:69-85. [PMID: 35013985 PMCID: PMC8747880 DOI: 10.1007/s40620-021-01206-8] [Citation(s) in RCA: 81] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Accepted: 11/08/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND Coronavirus disease (COVID-19) has resulted in the death of more than 3.5 million people worldwide. While COVID-19 mostly affects the lungs, different comorbidities can have an impact on its outcomes. We performed an overview of reviews to assess the effect of Chronic Kidney Disease (CKD) on contracting COVID-19, hospitalization, mortality, and disease severity. METHODS We searched published and preprint databases. We updated the reviews by searching for primary studies published after August 2020, and prioritized reviews that are most updated and of higher quality using the AMSTAR tool. RESULTS We included 69 systematic reviews and 66 primary studies. Twenty-eight reviews reported on the prevalence of CKD among patients with COVID-19, which ranged from 0.4 to 49.0%. One systematic review showed an increased risk of hospitalization in patients with CKD and COVID-19 (RR = 1.63, 95% CI 1.03-2.58) (Moderate certainty). Primary studies also showed a statistically significant increase of hospitalization in such patients. Thirty-seven systematic reviews assessed mortality risk in patients with CKD and COVID-19. The pooled estimates from primary studies for mortality in patients with CKD and COVID-19 showed a HR of 1.48 (95% CI 1.33-1.65) (Moderate certainty), an OR of 1.77 (95% CI 1.54-2.02) (Moderate certainty) and a RR of 1.6 (95% CI 0.88-2.92) (Low certainty). CONCLUSIONS Our review highlights the impact of CKD on the poor outcomes of COVID-19, underscoring the importance of identifying strategies to prevent COVID-19 infection among patients with CKD.
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Affiliation(s)
- Sara S Jdiaa
- Division of Nephrology, University of Toronto, Toronto, ON, Canada
| | - Razan Mansour
- Division of Nephrology and Hypertension, Department of Internal Medicine, Medical Center, University of Kansas, Kansas City, KS, USA
| | - Abdallah El Alayli
- Division of Nephrology and Hypertension, Department of Internal Medicine, Medical Center, University of Kansas, Kansas City, KS, USA
| | - Archana Gautam
- Division of Nephrology and Hypertension, Department of Internal Medicine, Medical Center, University of Kansas, Kansas City, KS, USA
| | - Preston Thomas
- School of Medicine, University of Kansas, Kansas City, KS, USA
| | - Reem A Mustafa
- Division of Nephrology and Hypertension, Department of Internal Medicine, Medical Center, University of Kansas, Kansas City, KS, USA.
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada.
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19
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Pramod S, Goldfarb DS. Challenging patient phenotypes in the management of anaemia of chronic kidney disease. Int J Clin Pract 2021; 75:e14681. [PMID: 34331826 PMCID: PMC9285529 DOI: 10.1111/ijcp.14681] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 05/12/2021] [Accepted: 07/25/2021] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Chronic kidney disease (CKD) is often complicated by anaemia, which is associated with disease progression and increased hospital visits, decreased quality of life, and increased mortality. METHODS A comprehensive literature search of English language peer-reviewed articles in PubMed/MedLine published between 1998 and 2020 related to the treatment of anaemia of CKD was conducted. The United States Renal Database System and Dialysis Outcomes and Practice Patterns Study (DOPPS) data reports, the Centers for Disease Control and Prevention and the US Food and Drug Administration websites, and published congress abstracts in 2020 were surveyed for relevant information. RESULTS Subgroups of patients with anaemia of CKD present a clinical challenge throughout the disease spectrum, including those with end-stage kidney disease, advanced age or resistance to or ineligibility for current standards of care (ie, oral or intravenous iron supplementation, erythropoietin-stimulating agents and red blood cell transfusions). In addition, those with an increased risk of adverse events because of comorbid conditions, such as cardiovascular diseases or diabetes, comprise special populations of patients with an unmet need for interventions to improve clinical outcomes. These comorbidities must be managed in parallel and may have a synergistic effect on overall disease severity. CONCLUSIONS Several therapies provide promising opportunities to address gaps with a standard of care, including hypoxia-inducible factor prolyl hydroxylase inhibitors, which stimulate haematopoiesis through promoting modest increases in serum erythropoietin and improved iron homeostasis. The critical issues in the management of anaemia of CKD in these challenging phenotypes and the clinical utility of new therapeutic agents in development for the treatment of anaemia of CKD should be assessed and the information should be made available to healthcare providers.
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Affiliation(s)
- Sheena Pramod
- Department of Internal MedicineDivision of NephrologyMarshall University School of MedicineHuntingtonWest VirginiaUSA
| | - David S. Goldfarb
- Department of MedicineDivision of NephrologyNYU School of MedicineNew YorkNew YorkUSA
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Wetmore JB, Johansen KL, Liu J, Peng Y, Gilbertson DT, Weinhandl ED. Changes in Treatment of Patients with Incident ESKD during the Novel Coronavirus Disease 2019 Pandemic. J Am Soc Nephrol 2021; 32:2948-2957. [PMID: 34535558 PMCID: PMC8806095 DOI: 10.1681/asn.2021040579] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 08/11/2021] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND The COVID-19 pandemic caused major disruptions to care for patients with advanced CKD. METHODS We investigated the incidence of documented ESKD, ESKD treatment modalities, changes in eGFR at dialysis initiation, and use of incident central venous catheters (CVCs) by epidemiologic week during the first half of 2020 compared with 2017-2019 historical trends, using Centers for Medicare and Medicaid Services data. We used Poisson and logistic regression for analyses of incidence and binary outcomes, respectively. RESULTS Incidence of documented ESKD dropped dramatically in 2020 compared with the expected incidence, particularly during epidemiologic weeks 15-18 (April, incidence rate ratio [IRR], 0.75; 95% CI, 0.73 to 0.78). The decrease was most pronounced for individuals aged ≥75 years (IRR, 0.69; 95% CI, 0.66 to 0.73). Pre-emptive kidney transplantation decreased markedly during weeks 15-18 (IRR, 0.56; 95% CI, 0.46 to 0.67). Mean eGFR at dialysis initiation decreased by 0.33 ml/min per 1.73 m2 in weeks 19-22; non-Hispanic Black patients exhibited the largest decrease, at 0.61 ml/min per 1.73 m2. The odds of initiating dialysis with eGFR <10 ml/min per 1.73 m2 were highest during weeks 19-22 (May, OR, 1.14; 95% CI, 1.05 to 1.17), corresponding to an absolute increase of 2.9%. The odds of initiating peritoneal dialysis (versus hemodialysis) were 24% higher (OR, 1.24; 95% CI, 1.14 to 1.34) in weeks 11-14, an absolute increase of 2.3%. Initiation with a CVC increased by 3.3% (OR, 1.30; 95% CI, 1.20 to 1.41). CONCLUSIONS During the first wave of the COVID-19 pandemic, the number of patients starting treatment for ESKD fell to a level not observed since 2011. Changes in documented ESKD incidence and other aspects of ESKD-related care may reflect differential access to care early in the pandemic.
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Affiliation(s)
- James B. Wetmore
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, Minnesota
- Division of Nephrology, Hennepin Healthcare, Minneapolis, Minnesota
| | - Kirsten L. Johansen
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, Minnesota
- Division of Nephrology, Hennepin Healthcare, Minneapolis, Minnesota
| | - Jiannong Liu
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, Minnesota
| | - Yi Peng
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, Minnesota
| | - David T. Gilbertson
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, Minnesota
| | - Eric D. Weinhandl
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, Minnesota
- Department of Pharmaceutical Care and Health Systems, University of Minnesota, Minneapolis, Minnesota
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21
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Thorsness R, Raines NH, White EM, Santostefano CM, Parikh SM, Riester MR, Feifer RA, Mor V, Zullo AR. Association of Kidney Function With 30-Day Mortality Following SARS-CoV-2 Infection in Nursing Home Residents: A Retrospective Cohort Study. Am J Kidney Dis 2021; 79:305-307. [PMID: 34656641 PMCID: PMC8516437 DOI: 10.1053/j.ajkd.2021.09.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Accepted: 09/12/2021] [Indexed: 11/29/2022]
Affiliation(s)
- Rebecca Thorsness
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island.
| | - Nathan H Raines
- Division of Nephrology, Department of Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts
| | - Elizabeth M White
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island; Center for Gerontology and Healthcare Research, Brown University School of Public Health, Providence, Rhode Island
| | - Christopher M Santostefano
- Center for Gerontology and Healthcare Research, Brown University School of Public Health, Providence, Rhode Island
| | - Samir M Parikh
- Division of Nephrology, Department of Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts
| | - Melissa R Riester
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island; Center for Gerontology and Healthcare Research, Brown University School of Public Health, Providence, Rhode Island
| | | | - Vincent Mor
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island; Center for Gerontology and Healthcare Research, Brown University School of Public Health, Providence, Rhode Island; Center of Innovation in Long Term Services and Supports, Providence Veterans Affairs Medical Center, Providence, Rhode Island
| | - Andrew R Zullo
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island; Center for Gerontology and Healthcare Research, Brown University School of Public Health, Providence, Rhode Island; Center of Innovation in Long Term Services and Supports, Providence Veterans Affairs Medical Center, Providence, Rhode Island
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22
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High response rate to BNT162b2 mRNA COVID-19 vaccine among self-care dialysis patients. Clin Kidney J 2021. [PMID: 34471525 DOI: 10.3760/cma.j.issn.1007-1245.2021.14.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
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Georgery H, Devresse A, Yombi JC, Belkhir L, De Greef J, Scohy A, Kanaan N, Kabamba B, Morelle J, Goffin E. High response rate to BNT162b2 mRNA COVID-19 vaccine among self-care dialysis patients. Clin Kidney J 2021; 14:2129-2131. [PMID: 34471525 PMCID: PMC8344928 DOI: 10.1093/ckj/sfab101] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Accepted: 06/03/2021] [Indexed: 12/29/2022] Open
Affiliation(s)
- Hélène Georgery
- Division of Nephrology, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Arnaud Devresse
- Division of Nephrology, Cliniques Universitaires Saint-Luc, Brussels, Belgium
- Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium
| | - Jean-Cyr Yombi
- Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium
- Department of Internal Medicine and Infectious Disease, Cliniques universitaires Saint-Luc, Brussels, Belgium
| | - Leila Belkhir
- Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium
- Department of Internal Medicine and Infectious Disease, Cliniques universitaires Saint-Luc, Brussels, Belgium
| | - Julien De Greef
- Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium
- Department of Internal Medicine and Infectious Disease, Cliniques universitaires Saint-Luc, Brussels, Belgium
| | - Anais Scohy
- Department of Microbiology, Cliniques universitaires Saint-Luc, Brussels, Belgium
| | - Nada Kanaan
- Division of Nephrology, Cliniques Universitaires Saint-Luc, Brussels, Belgium
- Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium
| | - Benoit Kabamba
- Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium
- Department of Microbiology, Cliniques universitaires Saint-Luc, Brussels, Belgium
| | - Johann Morelle
- Division of Nephrology, Cliniques Universitaires Saint-Luc, Brussels, Belgium
- Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium
| | - Eric Goffin
- Division of Nephrology, Cliniques Universitaires Saint-Luc, Brussels, Belgium
- Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium
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Rainwater-Lovett K, Redd JT, Stewart MA, Calles NE, Cluff T, Fang M, Panaggio MJ, Lambrou AS, Thornhill JK, Bradburne C, Imbriale S, Freeman JD, Anderson M, Kadlec RP. Real-world Effect of Monoclonal Antibody Treatment in COVID-19 Patients in a Diverse Population in the United States. Open Forum Infect Dis 2021; 8:ofab398. [PMID: 34409125 PMCID: PMC8364980 DOI: 10.1093/ofid/ofab398] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Accepted: 07/23/2021] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Monoclonal antibodies (mAbs) against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) are a promising treatment for limiting the progression of coronavirus disease 2019 (COVID-19) and decreasing strain on hospitals. Their use, however, remains limited, particularly in disadvantaged populations. METHODS Electronic health records were reviewed from SARS-CoV-2 patients at a single medical center in the United States that initiated mAb infusions in January 2021 with the support of the US Department of Health and Human Services' National Disaster Medical System. Patients who received mAbs were compared with untreated patients from the time period before mAb availability who met eligibility criteria for mAb treatment. We used logistic regression to measure the effect of mAb treatment on the risk of hospitalization or emergency department (ED) visit within 30 days of laboratory-confirmed COVID-19. RESULTS Of 598 COVID-19 patients, 270 (45%) received bamlanivimab and 328 (55%) were untreated. Two hundred thirty-one patients (39%) were Hispanic. Among treated patients, 5/270 (1.9%) presented to the ED or required hospitalization within 30 days of a positive SARS-CoV-2 test, compared with 39/328 (12%) untreated patients (P < .001). After adjusting for age, gender, and comorbidities, the risk of ED visit or hospitalization was 82% lower in mAb-treated patients compared with untreated patients (95% CI, 56%-94%). CONCLUSIONS In this diverse, real-world COVID-19 patient population, mAb treatment significantly decreased the risk of subsequent ED visit or hospitalization. Broader treatment with mAbs, including in disadvantaged patient populations, can decrease the burden on hospitals and should be facilitated in all populations in the United States to ensure health equity.
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Affiliation(s)
- Kaitlin Rainwater-Lovett
- Asymmetric Operations Sector, Johns Hopkins University Applied Physics Laboratory, Laurel, Maryland, USA
- Office of the Assistant Secretary for Preparedness and Response, US Department of Health and Human Services, Washington, DC, USA
| | - John T Redd
- Office of the Assistant Secretary for Preparedness and Response, US Department of Health and Human Services, Washington, DC, USA
| | - Miles A Stewart
- Asymmetric Operations Sector, Johns Hopkins University Applied Physics Laboratory, Laurel, Maryland, USA
- Office of the Assistant Secretary for Preparedness and Response, US Department of Health and Human Services, Washington, DC, USA
| | | | - Tyler Cluff
- Tucson Medical Center, TMC HealthCare, Tucson, Arizona, USA
| | - Mike Fang
- Asymmetric Operations Sector, Johns Hopkins University Applied Physics Laboratory, Laurel, Maryland, USA
| | - Mark J Panaggio
- Asymmetric Operations Sector, Johns Hopkins University Applied Physics Laboratory, Laurel, Maryland, USA
| | - Anastasia S Lambrou
- Asymmetric Operations Sector, Johns Hopkins University Applied Physics Laboratory, Laurel, Maryland, USA
- Office of the Assistant Secretary for Preparedness and Response, US Department of Health and Human Services, Washington, DC, USA
| | - Jonathan K Thornhill
- Asymmetric Operations Sector, Johns Hopkins University Applied Physics Laboratory, Laurel, Maryland, USA
- Office of the Assistant Secretary for Preparedness and Response, US Department of Health and Human Services, Washington, DC, USA
| | - Christopher Bradburne
- Asymmetric Operations Sector, Johns Hopkins University Applied Physics Laboratory, Laurel, Maryland, USA
- McKusick-Nathans Department of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Samuel Imbriale
- Office of the Assistant Secretary for Preparedness and Response, US Department of Health and Human Services, Washington, DC, USA
| | - Jeffrey D Freeman
- Asymmetric Operations Sector, Johns Hopkins University Applied Physics Laboratory, Laurel, Maryland, USA
- Office of the Assistant Secretary for Preparedness and Response, US Department of Health and Human Services, Washington, DC, USA
| | - Michael Anderson
- Office of the Assistant Secretary for Preparedness and Response, US Department of Health and Human Services, Washington, DC, USA
| | - Robert P Kadlec
- Office of the Assistant Secretary for Preparedness and Response, US Department of Health and Human Services, Washington, DC, USA
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25
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Murray R, Zimmerman T, Agarwal A, Palevsky PM, Quaggin S, Rosas SE, Kramer H. Kidney-Related Research in the United States: A Position Statement From the National Kidney Foundation and the American Society of Nephrology. Am J Kidney Dis 2021; 78:161-167. [PMID: 33984405 PMCID: PMC10718284 DOI: 10.1053/j.ajkd.2021.04.006] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 04/23/2021] [Indexed: 11/11/2022]
Abstract
Kidney disease is an important US public health problem because it affects over 37 million Americans, and Medicare expenditures for patients with chronic kidney disease now alone exceed $130 billion annually. Kidney disease is characterized by strong racial, ethnic, and socioeconomic disparities, and reducing kidney disease incidence will positively impact US health disparities. Due to the aging of the US population and an unabated obesity epidemic, the number of patients receiving treatment for kidney failure is anticipated to increase, which will escalate kidney disease health expenditures. The historical and current investment in kidney-related research via the National Institute of Diabetes and Digestive and Kidney Diseases has severely lagged behind ongoing expenditures for kidney disease care. Increasing research investment will identify, develop, and increase implementation of interventions to slow kidney disease progression, reduce incidence of kidney failure, enhance survival, and improve quality of life. This perspective states the urgent reasons why increasing investment in kidney-related research is important for US public health. The National Kidney Foundation and the American Society of Nephrology are working together to advocate for increased funding for the National Institute of Diabetes and Digestive and Kidney Diseases. The long-term goal is to reduce the burden of kidney disease in the US population and improve the quality of life of patients living with kidney disease.
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Affiliation(s)
- Ryan Murray
- American Society of Nephrology, Washington, DC
| | | | - Anupam Agarwal
- Department of Medicine, Division of Nephrology and Hypertension, University of Alabama at Birmingham, Birmingham, AL; Birmingham VA Medical Center, Birmingham, AL
| | - Paul M Palevsky
- Kidney Medicine Section, Medical Service, VA Pittsburgh Healthcare System, Pittsburgh, PA; Renal-Electrolyte Division, Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Susan Quaggin
- Division of Nephrology and Hypertension, Northwestern University, Evanston, Maywood
| | - Sylvia E Rosas
- Kidney and Hypertension Unit, Joslin Diabetes Center and Harvard Medical School, Boston, MA; Department of Medicine, Division of Nephrology and Hypertension, Beth Israel Deaconess Medical Center, Boston, MA
| | - Holly Kramer
- Departments of Public Health Science and Medicine, Loyola University Chicago, Maywood, IL; Edward Hines VA Medical Center, Hines, IL.
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26
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Barth RF, Buja LM, Barth AL, Carpenter DE, Parwani AV. A Comparison of the Clinical, Viral, Pathologic, and Immunologic Features of Severe Acute Respiratory Syndrome (SARS), Middle East Respiratory Syndrome (MERS), and Coronavirus 2019 (COVID-19) Diseases. Arch Pathol Lab Med 2021; 145:1194-1211. [PMID: 34232978 DOI: 10.5858/arpa.2020-0820-sa] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/25/2021] [Indexed: 11/06/2022]
Abstract
CONTEXT -The purpose of this review is to compare three coronavirus diseases: severe acute respiratory syndrome (SARS), Middle East respiratory syndrome (MERS), and coronavirus disease 2019 (COVID-19) caused by SARS-CoV, MERS-CoV, and SARS-CoV-2 viruses, respectively. OBJECTIVE -To cover the following topics: clinical considerations, viral characteristics, pathology, immune response, pathogenesis, and the prognosis associated with each coronavirus human disease in humans. DATA SOURCES -Clinically, flu-like symptoms are usual at the time of presentation for all 3 diseases, but these vary from asymptomatic to severe multi-system involvement. The pathology associated with symptomatic SARS and COVID-19 has been well described, the most prominent of which is diffuse alveolar damage (DAD). The immune response to each of these viruses is highly complex and includes both humoral and cellular components that can have a significant impact on prognosis. In severe cases of COVID-19, a dysregulated innate host immune system can initiate a hyperinflammatory syndrome dominated by endothelial dysfunction that can lead to a hypercoagulable state with microthrombi, resulting in a systemic micro- and macro-vascular disease. CONCLUSIONS -The SARS and MERS epidemics have been limited, involving 7,500 and 2,500 individuals, respectively. In contrast, COVID-19 has resulted in a worldwide pandemic with over 177 million cases and 3.9 million deaths as of June 15, 2021, and fatality rates ranging from <0.1% to ~10% depending upon the country. Ending on a positive note, the development of a number of vaccines, at least six of which now are in clinical use, should mitigate and eventually control the devastating COVID-19 pandemic.
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Affiliation(s)
- Rolf F Barth
- Department of Pathology (RF Barth, Parwani), S.P. Technical Editor (Retired) Departments of Neurosurgery and Radiation Oncology (Carpenter), The Ohio State University Columbus, Ohio
| | - L Maximillian Buja
- Department of Pathology and Laboratory Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, Texas (Buja)
| | - Alison L Barth
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, PA (AL Barth)
| | - David E Carpenter
- Department of Pathology (RF Barth, Parwani), S.P. Technical Editor (Retired) Departments of Neurosurgery and Radiation Oncology (Carpenter), The Ohio State University Columbus, Ohio
| | - Anil V Parwani
- Department of Pathology (RF Barth, Parwani), S.P. Technical Editor (Retired) Departments of Neurosurgery and Radiation Oncology (Carpenter), The Ohio State University Columbus, Ohio
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27
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Mamidi TKK, Tran-Nguyen TK, Melvin RL, Worthey EA. Development of An Individualized Risk Prediction Model for COVID-19 Using Electronic Health Record Data. Front Big Data 2021; 4:675882. [PMID: 34151259 PMCID: PMC8211871 DOI: 10.3389/fdata.2021.675882] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 05/19/2021] [Indexed: 11/13/2022] Open
Abstract
Developing an accurate and interpretable model to predict an individual's risk for Coronavirus Disease 2019 (COVID-19) is a critical step to efficiently triage testing and other scarce preventative resources. To aid in this effort, we have developed an interpretable risk calculator that utilized de-identified electronic health records (EHR) from the University of Alabama at Birmingham Informatics for Integrating Biology and the Bedside (UAB-i2b2) COVID-19 repository under the U-BRITE framework. The generated risk scores are analogous to commonly used credit scores where higher scores indicate higher risks for COVID-19 infection. By design, these risk scores can easily be calculated in spreadsheets or even with pen and paper. To predict risk, we implemented a Credit Scorecard modeling approach on longitudinal EHR data from 7,262 patients enrolled in the UAB Health System who were evaluated and/or tested for COVID-19 between January and June 2020. In this cohort, 912 patients were positive for COVID-19. Our workflow considered the timing of symptoms and medical conditions and tested the effects by applying different variable selection techniques such as LASSO and Elastic-Net. Within the two weeks before a COVID-19 diagnosis, the most predictive features were respiratory symptoms such as cough, abnormalities of breathing, pain in the throat and chest as well as other chronic conditions including nicotine dependence and major depressive disorder. When extending the timeframe to include all medical conditions across all time, our models also uncovered several chronic conditions impacting the respiratory, cardiovascular, central nervous and urinary organ systems. The whole pipeline of data processing, risk modeling and web-based risk calculator can be applied to any EHR data following the OMOP common data format. The results can be employed to generate questionnaires to estimate COVID-19 risk for screening in building entries or to optimize hospital resources.
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Affiliation(s)
- Tarun Karthik Kumar Mamidi
- Center for Computational Genomics and Data Science, Departments of Pediatrics and Pathology, University of Alabama at Birmingham School of Medicine, Birmingham, AL, United States
| | - Thi K. Tran-Nguyen
- Hugh Kaul Precision Medicine Institute, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Ryan L. Melvin
- Department of Anesthesiology and Perioperative Medicine, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Elizabeth A. Worthey
- Center for Computational Genomics and Data Science, Departments of Pediatrics and Pathology, University of Alabama at Birmingham School of Medicine, Birmingham, AL, United States
- Hugh Kaul Precision Medicine Institute, University of Alabama at Birmingham, Birmingham, AL, United States
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28
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Weinhandl ED, Wetmore JB, Peng Y, Liu J, Gilbertson DT, Johansen KL. Initial Effects of COVID-19 on Patients with ESKD. J Am Soc Nephrol 2021; 32:1444-1453. [PMID: 33833076 PMCID: PMC8259631 DOI: 10.1681/asn.2021010009] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 03/05/2021] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Reports from around the world have indicated a fatality rate of patients with coronavirus disease 2019 (COVID-19) in the range of 20%-30% among patients with ESKD. Population-level effects of COVID-19 on patients with ESKD in the United States are uncertain. METHODS We identified patients with ESKD from Centers for Medicare and Medicaid Services data during epidemiologic weeks 3-27 of 2017-2020 and corresponding weeks of 2017-2019, stratifying them by kidney replacement therapy. Outcomes comprised hospitalization for COVID-19, all-cause death, and hospitalization for reasons other than COVID-19. We estimated adjusted relative rates (ARRs) of death and non-COVID-19 hospitalization during epidemiologic weeks 13-27 of 2020 (March 22 to July 4) versus corresponding weeks in 2017-2019. RESULTS Among patients on dialysis, the rate of COVID-19 hospitalization peaked between March 22 and April 25 2020. Non-Hispanic Black race and Hispanic ethnicity associated with higher rates of COVID-19 hospitalization, whereas peritoneal dialysis was associated with lower rates. During weeks 13-27, ARRs of death in 2020 versus 2017-2019 were 1.17 (95% confidence interval [95% CI], 1.16 to 1.19) and 1.30 (95% CI, 1.24 to 1.36) among patients undergoing dialysis or with a functioning transplant, respectively. Excess mortality was higher among non-Hispanic Black, Hispanic, and Asian patients. Among patients on dialysis, the rate of non-COVID-19 hospitalization during weeks 13-27 in 2020 was 17% lower versus hospitalization rates for corresponding weeks in 2017-2019. CONCLUSIONS During the first half of 2020, the clinical outcomes of patients with ESKD were greatly affected by COVID-19, and racial and ethnic disparities were apparent. These findings should be considered in prioritizing administration of COVID-19 vaccination.
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Affiliation(s)
- Eric D. Weinhandl
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, Minnesota
- Department of Pharmaceutical Care and Health Systems, University of Minnesota, Minneapolis, Minnesota
| | - James B. Wetmore
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, Minnesota
- Division of Nephrology, Hennepin Healthcare, Minneapolis, Minnesota
| | - Yi Peng
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, Minnesota
| | - Jiannong Liu
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, Minnesota
| | - David T. Gilbertson
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, Minnesota
| | - Kirsten L. Johansen
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, Minnesota
- Division of Nephrology, Hennepin Healthcare, Minneapolis, Minnesota
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29
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Salvatore M, Gu T, Mack JA, Prabhu Sankar S, Patil S, Valley TS, Singh K, Nallamothu BK, Kheterpal S, Lisabeth L, Fritsche LG, Mukherjee B. A Phenome-Wide Association Study (PheWAS) of COVID-19 Outcomes by Race Using the Electronic Health Records Data in Michigan Medicine. J Clin Med 2021; 10:jcm10071351. [PMID: 33805886 PMCID: PMC8037108 DOI: 10.3390/jcm10071351] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 03/10/2021] [Accepted: 03/17/2021] [Indexed: 12/16/2022] Open
Abstract
Background: We performed a phenome-wide association study to identify pre-existing conditions related to Coronavirus disease 2019 (COVID-19) prognosis across the medical phenome and how they vary by race. Methods: The study is comprised of 53,853 patients who were tested/diagnosed for COVID-19 between 10 March and 2 September 2020 at a large academic medical center. Results: Pre-existing conditions strongly associated with hospitalization were renal failure, pulmonary heart disease, and respiratory failure. Hematopoietic conditions were associated with intensive care unit (ICU) admission/mortality and mental disorders were associated with mortality in non-Hispanic Whites. Circulatory system and genitourinary conditions were associated with ICU admission/mortality in non-Hispanic Blacks. Conclusions: Understanding pre-existing clinical diagnoses related to COVID-19 outcomes informs the need for targeted screening to support specific vulnerable populations to improve disease prevention and healthcare delivery.
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Affiliation(s)
- Maxwell Salvatore
- Department of Biostatistics, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI 48109, USA; (M.S.); (T.G.); (J.A.M.); (S.P.); (L.G.F.)
- Center for Precision Health Data Science, University of Michigan, Ann Arbor, MI 48109, USA;
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA;
| | - Tian Gu
- Department of Biostatistics, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI 48109, USA; (M.S.); (T.G.); (J.A.M.); (S.P.); (L.G.F.)
- Center for Precision Health Data Science, University of Michigan, Ann Arbor, MI 48109, USA;
| | - Jasmine A. Mack
- Department of Biostatistics, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI 48109, USA; (M.S.); (T.G.); (J.A.M.); (S.P.); (L.G.F.)
| | - Swaraaj Prabhu Sankar
- Center for Precision Health Data Science, University of Michigan, Ann Arbor, MI 48109, USA;
- Rogel Cancer Center, Michigan Medicine, Ann Arbor, MI 48109, USA
- Data Office for Clinical and Translational Research, University of Michigan, Ann Arbor, MI 41809, USA
| | - Snehal Patil
- Department of Biostatistics, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI 48109, USA; (M.S.); (T.G.); (J.A.M.); (S.P.); (L.G.F.)
- Center for Precision Health Data Science, University of Michigan, Ann Arbor, MI 48109, USA;
| | - Thomas S. Valley
- Division of Pulmonary and Critical Care Medicine, University of Michigan Medicine, Ann Arbor, MI 48109, USA;
- Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI 48109, USA;
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI 48109, USA; (K.S.); (S.K.)
| | - Karandeep Singh
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI 48109, USA; (K.S.); (S.K.)
- Department of Learning Health Sciences, University of Michigan, Ann Arbor, MI 48109, USA
| | - Brahmajee K. Nallamothu
- Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI 48109, USA;
- Division of Cardiovascular Medicine, Michigan Medicine, Ann Arbor, MI 48109, USA
| | - Sachin Kheterpal
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI 48109, USA; (K.S.); (S.K.)
- Department of Anesthesiology, Michigan Medicine, Ann Arbor, MI 48109, USA
| | - Lynda Lisabeth
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA;
| | - Lars G. Fritsche
- Department of Biostatistics, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI 48109, USA; (M.S.); (T.G.); (J.A.M.); (S.P.); (L.G.F.)
- Center for Precision Health Data Science, University of Michigan, Ann Arbor, MI 48109, USA;
- Rogel Cancer Center, Michigan Medicine, Ann Arbor, MI 48109, USA
- Center for Statistical Genetics, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA
| | - Bhramar Mukherjee
- Department of Biostatistics, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI 48109, USA; (M.S.); (T.G.); (J.A.M.); (S.P.); (L.G.F.)
- Center for Precision Health Data Science, University of Michigan, Ann Arbor, MI 48109, USA;
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA;
- Correspondence: ; Tel.: +1-(734)-764-6544
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30
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Walubita T, Beccia A, Boama-Nyarko E, Goulding M, Herbert C, Kloppenburg J, Mabry G, Masters G, McCullers A, Forrester S. Aging and COVID-19 in Minority Populations: a Perfect Storm. CURR EPIDEMIOL REP 2021; 8:63-71. [PMID: 33747713 PMCID: PMC7959878 DOI: 10.1007/s40471-021-00267-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/01/2021] [Indexed: 11/21/2022]
Abstract
PURPOSE OF REVIEW COVID-19 is a major concern for the health and wellbeing of individuals worldwide. As COVID-19 cases and deaths continue to increase in the USA, aging Black and Hispanic populations have emerged as especially at-risk for increased exposure to COVID-19 and susceptibility to severe health outcomes. The current review discusses the weathering hypothesis and the influence of social inequality on the identified health disparities. RECENT FINDINGS Aging minoritized populations have endured structural and social inequality over the lifecourse. Consequently, these populations experience weathering, a process that results in physiological dysregulation due to stress associated with persistent disadvantage. Through weathering and continued inequity, aging minoritized populations have an increased risk of exposure and poor health outcomes from COVID-19. SUMMARY Current literature and available data suggests that aging minoritized persons experience high rates of COVID-19 morbidity and mortality. The current review hypothesizes and supports that observed disparities are the result of inequalities that especially affect Black and Hispanic populations over the lifecourse. Future efforts to address these disparities should emphasize research that supports governments in identifying at-risk groups, providing accessible COVID-19-related information to those groups, and implementing policy that addresses the structural and social inequities that perpetuate current COVID-19 disparities.
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Affiliation(s)
- Tubanji Walubita
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, 368 Plantation Street, Worcester, MA 01605 USA
| | - Ariel Beccia
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, 368 Plantation Street, Worcester, MA 01605 USA
| | - Esther Boama-Nyarko
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, 368 Plantation Street, Worcester, MA 01605 USA
| | - Melissa Goulding
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, 368 Plantation Street, Worcester, MA 01605 USA
| | - Carly Herbert
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, 368 Plantation Street, Worcester, MA 01605 USA
| | - Jessica Kloppenburg
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, 368 Plantation Street, Worcester, MA 01605 USA
| | - Guadalupe Mabry
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, 368 Plantation Street, Worcester, MA 01605 USA
| | - Grace Masters
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, 368 Plantation Street, Worcester, MA 01605 USA
| | - Asli McCullers
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, 368 Plantation Street, Worcester, MA 01605 USA
| | - Sarah Forrester
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, 368 Plantation Street, Worcester, MA 01605 USA
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