1
|
Sadighara P, Abedini AH, Irshad N, Ghazi-Khansari M, Esrafili A, Yousefi M. Association Between Non-alcoholic Fatty Liver Disease and Heavy Metal Exposure: a Systematic Review. Biol Trace Elem Res 2023; 201:5607-5615. [PMID: 36929113 DOI: 10.1007/s12011-023-03629-9] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 03/10/2023] [Indexed: 03/18/2023]
Abstract
Non-alcoholic fatty liver disease (NAFLD) is a debilitating disease with adverse effects including cirrhosis and hepatocellular carcinoma. Heavy metals can cause severe dysfunction in different body organs including the liver. This review offers the study regarding the positive or negative association between heavy metals exposure and non-alcoholic fatty liver disease. The method used in this study is a systematic review based on searching in the PubMed, Scopus, and Science direct databases with the keywords of fatty liver, non-alcohol fatty liver, heavy metal, mercury, cadmium, arsenic, chromium, thallium, lead, iron, zinc, and nickel. There were 2200 articles searched in databases, and after assessment, 28 articles were selected. Positive association is established between arsenic, cadmium, iron, lead, mercury, and fatty liver disease. A negative relationship is found between zinc, copper, and progressive fatty liver disease. Furthermore, laboratory methods for NAFLD diagnosis were examined according to the obtained manuscripts. Among the different diagnostic methods, magnetic resonance imaging (MRI) is a sensitive method.
Collapse
Affiliation(s)
- Parisa Sadighara
- Department of Environmental Health Engineering, Food Safety Division, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Amir Hossein Abedini
- Department of Environmental Health Engineering, Food Safety Division, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Namra Irshad
- Department of Pharmacology, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Mahmoud Ghazi-Khansari
- Department of Pharmacology, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Ali Esrafili
- Department of Environmental Health Engineering, School of Public Health, Iran University of Medical Sciences, Tehran, Iran
| | - Mahmood Yousefi
- Department of Environmental Health Engineering, School of Public Health, Iran University of Medical Sciences, Tehran, Iran.
- Student Research Committee, Iran University of Medical Sciences, Tehran, Iran.
| |
Collapse
|
2
|
Dong W, Jin Y, Shi H, Zhang X, Chen J, Jia H, Zhang Y. Using bioinformatics and systems biology methods to identify the mechanism of interaction between COVID-19 and nonalcoholic fatty liver disease. Medicine (Baltimore) 2023; 102:e33912. [PMID: 37335656 DOI: 10.1097/md.0000000000033912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/21/2023] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD) is considered a risk factor for severe COVID-19, but the mechanism remains unknown. This study used bioinformatics to help define the relationship between these diseases. The GSE147507 (COVID-19), GSE126848 (NAFLD), and GSE63067 (NAFLD-2) datasets were screened using the Gene Expression Omnibus. Common differentially expressed genes were then identified using a Venn diagram. Gene ontology analysis and KEGG pathway enrichment were performed on the differentially expressed genes. A protein-protein interaction network was also constructed using the STRING platform, and key genes were identified using the Cytoscape plugin. GES63067 was selected for validation of the results. Analysis of ferroptosis gene expression during the development of the 2 diseases and prediction of their upstream miRNAs and lncRNAs. In addition, transcription factors (TFs) and miRNAs related to key genes were identified. Effective drugs that act on target genes were found in the DSigDB. The GSE147507 and GSE126848 datasets were crossed to obtain 28 co-regulated genes, 22 gene ontology terms, 3 KEGG pathways, and 10 key genes. NAFLD may affect COVID-19 progression through immune function and inflammatory signaling pathways. CYBB was predicted to be a differential ferroptosis gene associated with 2 diseases, and the CYBB-hsa-miR-196a/b-5p-TUG1 regulatory axis was identified. TF-gene interactions and TF-miRNA coregulatory network were constructed successfully. A total of 10 drugs, (such as Eckol, sulfinpyrazone, and phenylbutazone) were considered as target drugs for Patients with COVID-19 and NAFLD. This study identified key gene and defined molecular mechanisms associated with the progression of COVID-19 and NAFLD. COVID-19 and NAFLD progression may regulate ferroptosis through the CYBB-hsa-miR-196a/b-5p-TUG1 axis. This study provides additional drug options for the treatment of COVID-19 combined with NAFLD disease.
Collapse
Affiliation(s)
- Wenbo Dong
- Shandong Traditional Chinese Medicine University, Jinan, China
| | - Yan Jin
- Shandong Traditional Chinese Medicine University, Jinan, China
| | - Hongshuo Shi
- Shandong Traditional Chinese Medicine University, Jinan, China
| | | | - Jinshu Chen
- Shandong Traditional Chinese Medicine University, Jinan, China
| | - Hongling Jia
- The Second Affiliated Hospital of Shandong University of Chinese Medicine, Jinan, China
| | - Yongchen Zhang
- Shandong Traditional Chinese Medicine University, Jinan, China
- Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China
| |
Collapse
|
3
|
Barkhordarian M, Behbood A, Ranjbar M, Rahimian Z, Prasad A. Overview of the cardio-metabolic impact of the COVID-19 pandemic. Endocrine 2023; 80:477-490. [PMID: 37103684 PMCID: PMC10133915 DOI: 10.1007/s12020-023-03337-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Accepted: 02/21/2023] [Indexed: 04/28/2023]
Abstract
Evidence has shown that cardiometabolic disorders (CMDs) are amongst the top contributors to COVID-19 infection morbidity and mortality. The reciprocal impact of COVID-19 infection and the most common CMDs, the risk factors for poor composite outcome among patients with one or several underlying diseases, the effect of common medical management on CMDs and their safety in the context of acute COVID-19 infection are reviewed. Later on, the changes brought by the COVID-19 pandemic quarantine on the general population's lifestyle (diet, exercise patterns) and metabolic health, acute cardiac complications of different COVID-19 vaccines and the effect of CMDs on the vaccine efficacy are discussed. Our review identified that the incidence of COVID-19 infection is higher among patients with underlying CMDs such as hypertension, diabetes, obesity and cardiovascular disease. Also, CMDs increase the risk of COVID-19 infection progression to severe disease phenotypes (e.g. hospital and/or ICU admission, use of mechanical ventilation). Lifestyle modification during COVID-19 era had a great impact on inducing and worsening of CMDs. Finally, the lower efficacy of COVID-19 vaccines was found in patients with metabolic disease.
Collapse
Affiliation(s)
- Maryam Barkhordarian
- Department of Medicine, Division of Cardiology, The University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | - Arezoo Behbood
- MPH department, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Fars, Iran
| | - Maryam Ranjbar
- Student Research Committee, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Fars, Iran
| | - Zahra Rahimian
- Student Research Committee, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Fars, Iran
| | - Anand Prasad
- Division of Cardiology, Department of Medicine, The University of Texas Health Science Center at San Antonio, San Antonio, TX, USA.
| |
Collapse
|
4
|
Sanyaolu A, Marinkovic A, Abbasi AF, Prakash S, Patidar R, Desai P, Williams M, Jan A, Hamdy K, Solomon R, Balendra V, Ansari M, Shazley O, Khan N, Annan R, Dixon Y, Okorie C, Antonio A. Effect of SARS-CoV-2 infection on the liver. World J Virol 2023; 12:109-121. [PMID: 37033147 PMCID: PMC10075054 DOI: 10.5501/wjv.v12.i2.109] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Revised: 01/04/2023] [Accepted: 02/02/2023] [Indexed: 03/21/2023] Open
Abstract
There have been numerous concerns about the disease and how it affects the human body since the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic began in December 2019. The impact of SARS-CoV-2 on the liver is being carefully investigated due to an increase in individuals with hepatitis and other liver illnesses, such as alcoholic liver disease. Additionally, the liver is involved in the metabolism of numerous drugs used to treat comorbidities and coronavirus disease 2019 (COVID-19). Determining how SARS-CoV-2 affects the liver and what factors place individuals with COVID-19 at a higher risk of developing liver problems are the two main objectives of this study. This evaluation of the literature included research from three major scientific databases. To provide an update on the current impact of COVID-19 on the liver, data was collected and relevant information was incorporated into the review. With more knowledge about the effect of the disease on the liver, better management and therapeutics can be developed, and education can ultimately save lives and reduce the long-term impact of the pandemic on our population.
Collapse
Affiliation(s)
- Adekunle Sanyaolu
- Department of Public Health, Federal Ministry of Health, Abuja, Nigeria, Abuja 0000, FCT, Nigeria
| | - Aleksandra Marinkovic
- Department of Basic Medical Science, Saint James School of Medicine, The Quarter 2640 0000, Anguilla
| | - Abu Fahad Abbasi
- Department of Internal Medicine, Loyola University Medical Center, Maywood, Illinois, IL 60153, United States
| | - Stephanie Prakash
- Department of Basic Medical Science, Saint James School of Medicine, The Quarter 2640 0000, Anguilla
| | - Risha Patidar
- Department of Basic Medical Science, Saint James School of Medicine, The Quarter 2640 0000, Anguilla
| | - Priyank Desai
- Department of Basic Medical Science, American University of Saint Vincent School of Medicine, Saint Vincent and the Grenadines 0000, Saint Vincent and the Grenadines
| | - Martina Williams
- Department of Basic Medical Science, Saint James School of Medicine, The Quarter 2640 0000, Anguilla
| | - Abdul Jan
- Department of Basic Medical Science, Windsor University School of Medicine, Cayon 0000, Saint Kitts and Nevis
| | - Kareem Hamdy
- Department of Basic Medical Science, Saint James School of Medicine, The Quarter 2640 0000, Anguilla
| | - Rachael Solomon
- Department of Basic Medical Science, Caribbean Medical University School of Medicine, Willemstad 0000, Curaçao, Netherlands Antilles
| | - Vyshnavy Balendra
- Department of Basic Medical Science, Saint James School of Medicine, The Quarter 2640 0000, Anguilla
| | - Maaz Ansari
- Department of Basic Medical Science, Saint James School of Medicine, The Quarter 2640 0000, Anguilla
| | - Omar Shazley
- Basic Medical Science, Saint James School of Medicine, Saint Vincent and the Grenadines 0000, Saint Vincent and the Grenadines
| | - Nasar Khan
- Department of Basic Medical Science, Windsor University School of Medicine, Cayon 0000, Saint Kitts and Nevis
| | - Rochelle Annan
- University of Health Sciences Antigua School of Medicine, Piccadilly, St. John's Antigua
| | - Yashika Dixon
- Department of Basic Medical Science, Windsor University School of Medicine, Cayon 0000, Saint Kitts and Nevis
| | - Chuku Okorie
- Department of Science, Union County College, Plainfield, New Jersey, NJ 07016, United States
| | - Afolabi Antonio
- Department of Internal Medicine, Lloydminster Regional Hospital, Lloydminster S9V 1Y5, Saskatchewan, Canada
| |
Collapse
|
5
|
Karlafti E, Paramythiotis D, Pantazi K, Georgakopoulou VE, Kaiafa G, Papalexis P, Protopapas AA, Ztriva E, Fyntanidou V, Savopoulos C. Drug-Induced Liver Injury in Hospitalized Patients during SARS-CoV-2 Infection. Medicina (B Aires) 2022; 58:medicina58121848. [PMID: 36557050 PMCID: PMC9782075 DOI: 10.3390/medicina58121848] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Revised: 12/08/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022] Open
Abstract
In the last few years, the world has had to face the SARS-CoV-2 infection and its multiple effects. Even though COVID-19 was first considered to be a respiratory disease, it has an extended clinical spectrum with symptoms occurring in many tissues, and it is now identified as a systematic disease. Therefore, various drugs are used during the therapy of hospitalized COVID-19 patients. Studies have shown that many of these drugs could have adverse side-effects, including drug-induced liver injury-also known as DILI-which is the focus of our review. Despite the consistent findings, the pathophysiological mechanism behind DILI in COVID-19 disease is still complex, and there are a few risk factors related to it. However, when it comes to the diagnosis, there are specific algorithms (including the RUCAM algorithm) and biomarkers that can assist in identifying DILI and which we will analyze in our review. As indicated by the title, a variety of drugs are associated with this COVID-19-related complication, including systemic corticosteroids, drugs used for the therapy of uncontrolled cytokine storm, as well as antiviral, anti-inflammatory, and anticoagulant drugs. Bearing in mind that hepatotoxicity is very likely to occur during COVID-19, especially in patients treated with multiple medications, we will also refer to the use of other drugs used for DILI therapy in an effort to control and prevent a severe and long-term outcome.
Collapse
Affiliation(s)
- Eleni Karlafti
- Emergency Department, AHEPA University General Hospital, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece
- First Propaedeutic Department of Internal Medicine, AHEPA University General Hospital, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece
- Correspondence: ; Tel.: +231-330-3110
| | - Daniel Paramythiotis
- First Propaedeutic Department of Surgery, AHEPA University General Hospital, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece
| | - Konstantina Pantazi
- First Propaedeutic Department of Internal Medicine, AHEPA University General Hospital, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece
| | | | - Georgia Kaiafa
- First Propaedeutic Department of Internal Medicine, AHEPA University General Hospital, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece
| | - Petros Papalexis
- Unit of Endocrinology, First Department of Internal Medicine, Laiko General Hospital, National and Kapodistrian University of Athens, 11527 Athens, Greece
- Department of Biomedical Sciences, University of West Attica, 12243 Athens, Greece
| | - Adonis A. Protopapas
- First Propaedeutic Department of Internal Medicine, AHEPA University General Hospital, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece
| | - Eleftheria Ztriva
- First Propaedeutic Department of Internal Medicine, AHEPA University General Hospital, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece
| | - Varvara Fyntanidou
- Emergency Department, AHEPA University General Hospital, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece
| | - Christos Savopoulos
- First Propaedeutic Department of Internal Medicine, AHEPA University General Hospital, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece
| |
Collapse
|
6
|
Jiang ST, Liu YG, Zhang L, Sang XT, Xu YY, Lu X. Systems biology approach reveals a common molecular basis for COVID-19 and non-alcoholic fatty liver disease (NAFLD). Eur J Med Res 2022; 27:251. [PMCID: PMC9664052 DOI: 10.1186/s40001-022-00865-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 10/24/2022] [Indexed: 11/16/2022] Open
Abstract
Abstract
Background
Patients with non-alcoholic fatty liver disease (NAFLD) may be more susceptible to coronavirus disease 2019 (COVID-19) and even more likely to suffer from severe COVID-19. Whether there is a common molecular pathological basis for COVID-19 and NAFLD remains to be identified. The present study aimed to elucidate the transcriptional alterations shared by COVID-19 and NAFLD and to identify potential compounds targeting both diseases.
Methods
Differentially expressed genes (DEGs) for COVID-19 and NAFLD were extracted from the GSE147507 and GSE89632 datasets, and common DEGs were identified using the Venn diagram. Subsequently, we constructed a protein–protein interaction (PPI) network based on the common DEGs and extracted hub genes. Then, we performed gene ontology (GO) and pathway analysis of common DEGs. In addition, transcription factors (TFs) and miRNAs regulatory networks were constructed, and drug candidates were identified.
Results
We identified a total of 62 common DEGs for COVID-19 and NAFLD. The 10 hub genes extracted based on the PPI network were IL6, IL1B, PTGS2, JUN, FOS, ATF3, SOCS3, CSF3, NFKB2, and HBEGF. In addition, we also constructed TFs–DEGs, miRNAs–DEGs, and protein–drug interaction networks, demonstrating the complex regulatory relationships of common DEGs.
Conclusion
We successfully extracted 10 hub genes that could be used as novel therapeutic targets for COVID-19 and NAFLD. In addition, based on common DEGs, we propose some potential drugs that may benefit patients with COVID-19 and NAFLD.
Collapse
|
7
|
Zaman CF, Sultana J, Dey P, Dutta J, Mustarin S, Tamanna N, Roy A, Bhowmick N, Khanam M, Sultana S, Chowdhury S, Khanam F, Sakibuzzaman M, Dutta P. A Multidisciplinary Approach and Current Perspective of Nonalcoholic Fatty Liver Disease: A Systematic Review. Cureus 2022; 14:e29657. [PMID: 36320966 PMCID: PMC9612896 DOI: 10.7759/cureus.29657] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/27/2022] [Indexed: 02/05/2023] Open
Abstract
In recent times, nonalcoholic fatty liver disease (NAFLD) has been considered one of the major causes of liver disease across the world. NAFLD is defined as the deposition of triglycerides in the liver and is associated with obesity and metabolic syndrome. Hyperinsulinemia, insulin resistance (IR), fatty liver, hepatocyte injury, unbalanced proinflammatory cytokines, mitochondrial dysfunction, oxidative stress, liver inflammation, and fibrosis are the main pathogenesis in NAFLD. Recent studies suggest that the action of intestinal microbiota through chronic inflammation, increased intestinal permeability, and energy uptake plays a vital role in NAFLD. Moreover, polycystic ovarian syndrome also causes NAFLD development through IR. Age, gender, race, ethnicity, sleep, diet, sedentary lifestyle, and genetic and epigenetic pathways are some contributing factors of NAFLD that can exacerbate the risk of liver cirrhosis and hepatocellular carcinoma (HCC) and eventually lead to death. NAFLD has various presentations, including fatigue, unexplained weight loss, bloating, upper abdominal pain, decreased appetite, headache, anxiety, poor sleep, increased thirst, palpitation, and a feeling of warmth. Some studies have shown that NAFLD with severe coronavirus disease 2019 (COVID-19) has poor outcomes. The gold standard for NAFLD diagnosis is liver biopsy. Other diagnostic tools are imaging tests, serum biomarkers, microbiota markers, and tests for extrahepatic complications. There are no specific treatments for NAFLD. Therefore, the main concern for NAFLD is treating the comorbid conditions such as anti-diabetic agents for type 2 diabetes mellitus, statins to reduce HCC progression, antioxidants to prevent hepatocellular damage, and bariatric surgery for patients with a BMI of >40 kg/m2 and >35 kg/m2 with comorbidities. Lifestyle and dietary changes are considered preventive strategies against NAFLD advancement. Inadequate treatment of NAFLD further leads to cardiac consequences, sleep apnea, chronic kidney disease, and inflammatory bowel disease. In this systematic review, we have briefly discussed the risk factors, pathogenesis, clinical features, and numerous consequences of NAFLD. We have also reviewed various guidelines for NAFLD diagnosis along with existing therapeutic strategies for the management and prevention of the disease.
Collapse
Affiliation(s)
- Chowdhury F Zaman
- Medicine and Surgery, Jahurul Islam Medical College and Hospital, Kishoreganj, BGD
| | | | - Proma Dey
- Internal Medicine, Chittagong Medical College, Chattogram, BGD
| | - Jui Dutta
- Medicine, Comilla Medical College, Cumilla, BGD
| | | | - Nuzhat Tamanna
- Medicine, Rangpur Medical College and Hospital, Rangpur, BGD
| | - Aditi Roy
- Medicine, Sher-e-Bangla Medical College, Barisal, BGD
| | - Nisha Bhowmick
- Medicine, Shaheed Ziaur Rahman Medical College, Bogra, BGD
| | | | - Sadia Sultana
- Medicine, Anwer Khan Modern Medical College, Dhaka, BGD
| | | | | | - Md Sakibuzzaman
- Neurology, The University of Toledo, Toledo, USA
- Internal Medicine, University of Mississippi Medical Center, Jackson, USA
- Internal Medicine, Sir Salimullah Medical College, Dhaka, BGD
- Experimental Pathology (Cancer Biology), Mayo Clinic, Rochester, USA
| | - Priyata Dutta
- Internal Medicine, Trinity Health, St. Joseph Mercy Ann Arbor, Ann Arbor, USA
| |
Collapse
|
8
|
Tokarczyk U, Kaliszewski K, Kopszak A, Nowak Ł, Sutkowska-Stępień K, Sroczyński M, Sępek M, Dudek A, Diakowska D, Trocha M, Gajecki D, Gawryś J, Matys T, Maciejiczek J, Kozub V, Szalast R, Madziarski M, Zubkiewicz-Zarębska A, Letachowicz K, Kiliś-Pstrusińska K, Matera-Witkiewicz A, Pomorski M, Protasiewicz M, Sokołowski J, Adamik B, Kujawa K, Doroszko A, Madziarska K, Jankowska EA. Liver Function Tests in COVID-19: Assessment of the Actual Prognostic Value. J Clin Med 2022; 11:jcm11154490. [PMID: 35956107 PMCID: PMC9369475 DOI: 10.3390/jcm11154490] [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: 04/04/2022] [Revised: 07/28/2022] [Accepted: 07/29/2022] [Indexed: 01/08/2023] Open
Abstract
Deviations in laboratory tests assessing liver function in patients with COVID-19 are frequently observed. Their importance and pathogenesis are still debated. In our retrospective study, we analyzed liver-related parameters: aspartate aminotransferase (AST), alanine aminotransferase (ALT), alkaline phosphatase (ALP), gamma-glutamyltransferase (GGT), total bilirubin (TBIL), albumin, comorbidities and other selected potential risk factors in patients admitted with SARS-CoV-2 infection to assess their prognostic value for intensive care unit admission, mechanical ventilation necessity and mortality. We compared the prognostic effectiveness of these parameters separately and in pairs to the neutrophil-to-lymphocyte ratio (NLR) as an independent risk factor of in-hospital mortality, using the Akaike Information Criterion (AIC). Data were collected from 2109 included patients. We created models using a sample with complete laboratory tests n = 401 and then applied them to the whole studied group excluding patients with missing singular variables. We estimated that albumin may be a better predictor of the COVID-19-severity course compared to NLR, irrespective of comorbidities (p < 0.001). Additionally, we determined that hypoalbuminemia in combination with AST (OR 1.003, p = 0.008) or TBIL (OR 1.657, p = 0.001) creates excellent prediction models for in-hospital mortality. In conclusion, the early evaluation of albumin levels and liver-related parameters may be indispensable tools for the early assessment of the clinical course of patients with COVID-19.
Collapse
Affiliation(s)
- Urszula Tokarczyk
- Clinical Department of General, Minimally Invasive and Endocrine Surgery, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (K.S.-S.); (M.S.); (M.S.); (A.D.)
- Correspondence: (U.T.); (K.K.); Tel.: +48-723-781-491 (U.T.); +48-71-734-30-00 (K.K.); Fax: +48-71-734-30-00 (K.K.)
| | - Krzysztof Kaliszewski
- Clinical Department of General, Minimally Invasive and Endocrine Surgery, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (K.S.-S.); (M.S.); (M.S.); (A.D.)
- Correspondence: (U.T.); (K.K.); Tel.: +48-723-781-491 (U.T.); +48-71-734-30-00 (K.K.); Fax: +48-71-734-30-00 (K.K.)
| | - Anna Kopszak
- Statistical Analysis Center, Wroclaw Medical University, Marcinkowski Street 2-6, 50-368 Wroclaw, Poland; (A.K.); (K.K.)
| | - Łukasz Nowak
- Clinical Department of Urology and Urological Oncology, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Karolina Sutkowska-Stępień
- Clinical Department of General, Minimally Invasive and Endocrine Surgery, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (K.S.-S.); (M.S.); (M.S.); (A.D.)
| | - Maciej Sroczyński
- Clinical Department of General, Minimally Invasive and Endocrine Surgery, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (K.S.-S.); (M.S.); (M.S.); (A.D.)
| | - Monika Sępek
- Clinical Department of General, Minimally Invasive and Endocrine Surgery, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (K.S.-S.); (M.S.); (M.S.); (A.D.)
| | - Agata Dudek
- Clinical Department of General, Minimally Invasive and Endocrine Surgery, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (K.S.-S.); (M.S.); (M.S.); (A.D.)
| | - Dorota Diakowska
- Department of Basic Science, Faculty of Health Science, Wroclaw Medical University, Bartel Street 5, 51-618 Wroclaw, Poland;
| | - Małgorzata Trocha
- Department of Pharmacology, Wroclaw Medical University, Mikulicz-Radecki Street 2, 50-345 Wroclaw, Poland;
| | - Damian Gajecki
- Clinical Department of Internal and Occupational Diseases, Hypertension and Clinical Oncology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland; (D.G.); (J.G.); (T.M.); (A.D.)
| | - Jakub Gawryś
- Clinical Department of Internal and Occupational Diseases, Hypertension and Clinical Oncology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland; (D.G.); (J.G.); (T.M.); (A.D.)
| | - Tomasz Matys
- Clinical Department of Internal and Occupational Diseases, Hypertension and Clinical Oncology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland; (D.G.); (J.G.); (T.M.); (A.D.)
| | - Justyna Maciejiczek
- Clinical Department of Internal Medicine, Pneumology and Allergology, Wroclaw Medical University, M. Skłodowskiej-Curie Street 66, 50-369 Wroclaw, Poland; (J.M.); (V.K.); (R.S.)
| | - Valeriia Kozub
- Clinical Department of Internal Medicine, Pneumology and Allergology, Wroclaw Medical University, M. Skłodowskiej-Curie Street 66, 50-369 Wroclaw, Poland; (J.M.); (V.K.); (R.S.)
| | - Roman Szalast
- Clinical Department of Internal Medicine, Pneumology and Allergology, Wroclaw Medical University, M. Skłodowskiej-Curie Street 66, 50-369 Wroclaw, Poland; (J.M.); (V.K.); (R.S.)
| | - Marcin Madziarski
- Clinical Department of Rheumatology and Internal Medicine, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Anna Zubkiewicz-Zarębska
- Clinical Department of Gastroenterology and Hepatology, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Krzysztof Letachowicz
- Clinical Department of Nephrology and Transplantation Medicine, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (K.L.); (K.M.)
| | - Katarzyna Kiliś-Pstrusińska
- Clinical Department of Pediatric Nephrology, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Agnieszka Matera-Witkiewicz
- Screening Laboratory of Biological Activity Assays and Collection of Biological Material, Faculty of Pharmacy, Wroclaw Medical University, Borowska Street 211A, 50-556 Wroclaw, Poland;
| | - Michał Pomorski
- Clinical Department of Gynecology and Obstetrics, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Marcin Protasiewicz
- Clinical Department and Clinic of Cardiology, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Janusz Sokołowski
- Department of Emergency Medicine, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Barbara Adamik
- Clinical Department of Anaesthesiology and Intensive Therapy, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Krzysztof Kujawa
- Statistical Analysis Center, Wroclaw Medical University, Marcinkowski Street 2-6, 50-368 Wroclaw, Poland; (A.K.); (K.K.)
| | - Adrian Doroszko
- Clinical Department of Internal and Occupational Diseases, Hypertension and Clinical Oncology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland; (D.G.); (J.G.); (T.M.); (A.D.)
| | - Katarzyna Madziarska
- Clinical Department of Nephrology and Transplantation Medicine, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (K.L.); (K.M.)
| | - Ewa Anita Jankowska
- University Hospital in Wroclaw, Institute of Heart Diseases, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| |
Collapse
|
9
|
Impact of COVID-19 Lockdown on Non-Alcoholic Fatty Liver Disease and Insulin Resistance in Adults: A before and after Pandemic Lockdown Longitudinal Study. Nutrients 2022; 14:nu14142795. [PMID: 35889752 PMCID: PMC9319232 DOI: 10.3390/nu14142795] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 07/03/2022] [Accepted: 07/04/2022] [Indexed: 11/19/2022] Open
Abstract
Background: Non-alcoholic fatty liver disease is a chronic disease caused by the accumulation of fat in the liver related to overweight and obesity, insulin resistance, hyperglycemia, and high levels of triglycerides and leads to an increased cardiovascular risk. It is considered a global pandemic, coinciding with the pandemic in 2020 caused by the “coronavirus disease 2019” (COVID-19). Due to COVID-19, the population was placed under lockdown. The aim of our study was to evaluate how these unhealthy lifestyle modifications influenced the appearance of metabolic alterations and the increase in non-alcoholic fatty liver disease. Methods: A prospective study was carried out on 6236 workers in a Spanish population between March 2019 and March 2021. Results: Differences in the mean values of anthropometric and clinical parameters before and after lockdown were revealed. There was a statistically significant worsening in non-alcoholic fatty liver disease (NAFLD) and in the insulin resistance scales, with increased body weight, BMI, cholesterol levels with higher LDL levels, and glucose and a reduction in HDL levels. Conclusions: Lockdown caused a worsening of cardiovascular risk factors due to an increase in liver fat estimation scales and an increased risk of presenting with NAFLD and changes in insulin resistance.
Collapse
|
10
|
Mitsala A, Tsalikidis C, Romanidis K, Pitiakoudis M. Non-Alcoholic Fatty Liver Disease and Extrahepatic Cancers: A Wolf in Sheep’s Clothing? Curr Oncol 2022; 29:4478-4510. [PMID: 35877216 PMCID: PMC9325209 DOI: 10.3390/curroncol29070356] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Revised: 06/23/2022] [Accepted: 06/23/2022] [Indexed: 12/02/2022] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is now considered the main driver and leading cause of chronic liver disease globally. The umbrella term NAFLD describes a range of liver conditions closely related to insulin resistance, metabolic syndrome, diabetes mellitus, obesity, and dyslipidemia. At the same time, several malignancies, including hepatocellular carcinoma and colorectal cancer, are considered to be common causes of death among patients with NAFLD. At first, our review herein aims to investigate the role of NAFLD in developing colorectal neoplasms and adenomatous polyps based on the current literature. We will also explore the connection and the missing links between NAFLD and extrahepatic cancers. Interestingly, any relationship between NAFLD and extrahepatic malignancies could be attributable to several shared metabolic risk factors. Overall, obesity, insulin resistance, metabolic syndrome, and related disorders may increase the risk of developing cancer. Therefore, early diagnosis of NAFLD is essential for preventing the progression of the disease and avoiding its severe complications. In addition, cancer screening and early detection in these patients may improve survival and reduce any delays in treatment.
Collapse
|
11
|
Lotfy MA, Shama AA. Intensive insulin therapy improves the survival probability of non-diabetic COVID-19 patients presenting with acute hyperglycemia. EGYPTIAN JOURNAL OF ANAESTHESIA 2022. [DOI: 10.1080/11101849.2022.2060636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
Affiliation(s)
- Mohamed A Lotfy
- Department of Anesthesia, Pain & Icu, Faculty of Medicine, Tanta University, Tanta, Egypt
| | - Ahmed A. Shama
- Department of Anesthesia, Pain & Icu, Faculty of Medicine, Tanta University, Tanta, Egypt
| |
Collapse
|
12
|
Hidalgo I, Fonseca-Coronado S, Ceballos G, Meaney E, Nájera N. Dislipidemias, hígado graso y enfermedad cardiovascular. CARDIOVASCULAR AND METABOLIC SCIENCE 2022; 33:134-139. [DOI: 10.35366/107628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
|