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Ferreira-da-Silva R, Maranhão P, Dias CC, Alves JM, Pires L, Morato M, Polónia JJ, Ribeiro-Vaz I. Assessing medication use patterns by clinical outcomes severity among inpatients with COVID-19: A retrospective drug utilization study. Biomed Pharmacother 2024; 172:116242. [PMID: 38340395 DOI: 10.1016/j.biopha.2024.116242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2023] [Revised: 01/30/2024] [Accepted: 01/30/2024] [Indexed: 02/12/2024] Open
Abstract
PURPOSE This study assessed medication patterns for inpatients at a central hospital in Portugal and explored their relationships with clinical outcomes in COVID-19 cases. METHODS A retrospective study analyzed inpatient medication data, coded using the Anatomical Therapeutic Chemical classification system, from electronic patient records. It investigated the association between medications and clinical severity outcomes such as ICU admissions, respiratory/circulatory support needs, and hospital discharge status, including mortality (identified by ICD-10-CM/PCS codes). Multivariate analyses incorporating demographic data and comorbidities were used to adjust for potential confounders and understand the impact of medication patterns on disease progression and outcomes. RESULTS The analysis of 2688 hospitalized COVID-19 patients (55.3% male, average age 62.8 years) revealed a significant correlation between medication types and intensity and disease severity. Cases requiring ICU admission or ECMO support often involved blood and blood-forming organ drugs. Increased use of nervous system and genitourinary hormones was observed in nonsurvivors. Corticosteroids, like dexamethasone, were common in critically ill patients, while tocilizumab was used in ECMO cases. Medications for the alimentary tract, metabolism, and cardiovascular system, although widely prescribed, were linked to more severe cases. Invasive mechanical ventilation correlated with higher usage of systemic anti-infectives and musculoskeletal medications. Trends in co-prescribing blood-forming drugs with those for acid-related disorders, analgesics, and antibacterials were associated with intensive interventions and worse outcomes. CONCLUSIONS The study highlights complex medication regimens in managing severe COVID-19, underscoring specific drug patterns associated with critical health outcomes. Further research is needed to explore these patterns.
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Affiliation(s)
- Renato Ferreira-da-Silva
- Porto Pharmacovigilance Centre, Faculty of Medicine of the University of Porto, Porto, Portugal; CINTESIS@RISE, Department of Community Medicine, Information and Health Decision Sciences (MEDCIDS), Faculty of Medicine of the University of Porto (FMUP), Porto, Portugal.
| | - Priscila Maranhão
- CINTESIS@RISE, Department of Community Medicine, Information and Health Decision Sciences (MEDCIDS), Faculty of Medicine of the University of Porto (FMUP), Porto, Portugal
| | - Cláudia Camila Dias
- CINTESIS@RISE, Department of Community Medicine, Information and Health Decision Sciences (MEDCIDS), Faculty of Medicine of the University of Porto (FMUP), Porto, Portugal; Knowledge Management Unit, Faculty of Medicine of the University of Porto (FMUP), Porto, Portugal
| | - João Miguel Alves
- CINTESIS@RISE, Department of Community Medicine, Information and Health Decision Sciences (MEDCIDS), Faculty of Medicine of the University of Porto (FMUP), Porto, Portugal
| | - Lígia Pires
- Pulmonology Service, Algarve University Hospital Center, Faro, Portugal; Intensive Care Unit, Algarve Private Hospital, Faro, Portugal
| | - Manuela Morato
- Laboratory of Pharmacology, Department of Drug Sciences, Faculty of Pharmacy of the University of Porto, Porto, Portugal; LAQV@REQUIMTE, Faculty of Pharmacy of the University of Porto, Porto, Portugal
| | - Jorge Junqueira Polónia
- Porto Pharmacovigilance Centre, Faculty of Medicine of the University of Porto, Porto, Portugal; CINTESIS@RISE, Department of Medicine, Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Inês Ribeiro-Vaz
- Porto Pharmacovigilance Centre, Faculty of Medicine of the University of Porto, Porto, Portugal; CINTESIS@RISE, Department of Community Medicine, Information and Health Decision Sciences (MEDCIDS), Faculty of Medicine of the University of Porto (FMUP), Porto, Portugal
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Dhasmana A, Mishra AK, Khoja UB, Mishra S. Molecular structure, spectral analysis and chemical activity of sabizabulin: A computational study. J Mol Graph Model 2023; 125:108618. [PMID: 37678041 DOI: 10.1016/j.jmgm.2023.108618] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 08/07/2023] [Accepted: 08/28/2023] [Indexed: 09/09/2023]
Abstract
In this study, a detailed computational spectroscopic investigation of sabizabulin, a small molecule known as a tubulin inhibitor with potential antineoplastic, antiviral, and anti-inflammatory activities, has been presented. Our work utilizes Density Functional Theory (DFT) calculations to explore molecular optimization, thermodynamic characteristics, and the analysis of normal modes with vibrational assignments. We calculate essential properties such as standard zero-point vibrational energy, entropy, dipole moment, etc., based on data extracted from the optimized molecular structure. Additionally, we examine Mulliken charges and the Molecular Electrostatic Potential (MEP) plot to comprehend the electronic distribution and chemical activity of sabizabulin. Our findings provide valuable insights into the spectroscopic properties of sabizabulin, highlighting its potential therapeutic applications. Our work aims to explore future research directions that could expand the understanding of sabizabulin's actions and enhance its applicability in medical treatments.
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Affiliation(s)
- Abhishek Dhasmana
- Department of Physics, Graphic Era Hill University, Dehradun, 248002, India
| | - Abhishek Kumar Mishra
- Department of Physics, Applied Science Cluster, School of Engineering, University of Petroleum and Energy Studies (UPES), Dehradun, 248007, Uttarakhand, India; Quantum Computing Centre, School of Computer Science, University of Petroleum and Energy Studies (UPES), Dehradun, 248007, Uttarakhand, India.
| | - Ummer Bashir Khoja
- Department of Allied Sciences, Graphic Era Deemed to be University, Clement Town, Dehradun, 248002, Uttarakhand, India
| | - Soni Mishra
- Department of Physics, Graphic Era Hill University, Dehradun, 248002, India.
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