Evaluation of Hepatic Enzymes Changes and Association with Prognosis in COVID-19 Patients

authors:

avatar Versa Omrani-Nava ORCID 1 , avatar Iradj Maleki ORCID 2 , avatar Abdolrahim Ahmadi 1 , avatar Mahmood Moosazadeh ORCID 3 , avatar Akbar Hedayatizadeh-Omran ORCID 1 , avatar Fatemeh Roozbeh ORCID 4 , avatar Hasan Nahanghi 5 , avatar Reza Alizadeh-Navaei ORCID 1 , *

Gastrointestinal Cancer Research Center, Mazandaran University of Medical Sciences, Sari, Iran
Gut and Liver Research Center, Mazandaran University of Medical Sciences, Sari, Iran
Health Sciences Research Center, Addiction Institute, Mazandaran University of Medical Sciences, Sari, Iran
Mazandaran University of Medical Sciences, Sari, Iran
Health Information Technology Unit, Imam Khomeini Hospital, Amol, Iran

How To Cite Omrani-Nava V , Maleki I, Ahmadi A , Moosazadeh M , Hedayatizadeh-Omran A , et al. Evaluation of Hepatic Enzymes Changes and Association with Prognosis in COVID-19 Patients. Hepat Mon. 2020;20(4):e103179. https://doi.org/10.5812/hepatmon.103179.

Abstract

Background:

One of the most critical health issues in the world is the COVID-19 pandemic from the Coronaviridae family. There is a lack of knowledge regarding the disease, and liver involvement is controversial.

Objectives:

We aimed to analyze the laboratory investigations of COVID-19 patients focusing on liver enzymes and association with outcomes.

Methods:

We enrolled 93 patients with COVID-19 referring to the Mazandaran University of Medical Sciences’ hospitals and 186 people from the normal population of Tabari Cohort. The laboratory tests included CBC, Aspartate Aminotransferase (AST), Alanine Aminotransferase (ALT), Alkaline Phosphatase (ALP), direct bilirubin, and total bilirubin. The lengths of hospital stay, critical care transfers, and deaths were the outcome measures investigated with lab results.

Results:

The counts of lymphocytes (833.3 ± 564.4 vs. 2465.1 ± 796.6 per mm3, P < 0.001) and platelets (209.4 ± 62.7 vs. 255.2 ± 63.8 per mm3, P < 0.001) were significantly lower in patients than in controls. Also, AST (39.5 ± 34.9 vs. 19.9 ± 7.5 U/L, P < 0.001), ALT (40.4 ± 46.5 vs. 21.6 ± 12.7 U/L, P < 0.001), and ALP (192.6 ± 91.2 vs. 222.2 ± 70.6 U/L, P = 0.004) were higher in patients than in controls. The most common hepatic impairment events were increased direct bilirubin (45.8%), ALT (30.3%), AST (29.2%), ALP (17%), and total bilirubin (10.2%), in sequence. The risk of transfer to intensive and critical care units was strongly associated with elevated levels of AST and direct bilirubin, and AST = 30.5 (U/L) had a sensitivity of 71.4% and specificity of 68.5% for critical and intensive care transfer. The mortality rate significantly increased with increased AST levels (P = 0.023).

Conclusions:

Abnormal liver enzymes are frequent in COVID-19 patients. As AST is not specific for liver damage, the systemic inflammation induced by the virus might be responsible for these findings.

1. Background

The novel Coronavirus Disease 2019 (COVID-19) caused by Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) has emerged from Wuhan, China, in December 2019 and it was declared as a pandemic by the World Health Organization (WHO). In a very short period, many countries, including Iran, have faced this important health challenge. Belonging to the Coronaviridae family, SARS-CoV-2 is an enveloped positive-sense RNA virus. Middle East Respiratory Syndrome-related Coronavirus (MERS-CoV) and Severe Acute Respiratory Syndrome Coronavirus (SARS-CoV) from this family were previously responsible for respiratory tract infection outbreaks in 2012 and 2002, respectively (1, 2). Despite the lower mortality rate of SARS-CoV-2 compared to other family members, high contagion and the ability to persist on surfaces from hours to days have made global health policy-makers to pay particular attention to COVID-19 (3). Since the emergence of the virus, several studies have been published on the association of some blood biomarkers with COVID-19 infection such as leukopenia (4), elevated high-sensitivity C-reactive protein levels, elevated Erythrocyte Sedimentation Rate (ESR) (5), and abnormal liver enzymes. It has also been reported that SARS-CoV-2 can affect liver cells by causing elevated levels of aminotransferase enzymes and liver dysfunction (6). Another study identified no viral particle in the liver biopsy of a MERS-CoV patient, but portal inflammation, perivenular necroinflammation, loss of hepatocytes, and normal liver enzyme values were observed (7).

In COVID-19 patients, the abnormalities of liver enzymes have been reported to range from 20% to 50%, but the relevance of this finding to the prognosis or progression of the disease is still controversial (8, 9).

2. Objectives

This study aimed to evaluate the liver enzyme changes in COVID-19 patients and any possible association with prognosis.

3. Methods

3.1. Study Population

This cross-sectional study was performed on patients admitted to referral hospitals of Mazandaran University of Medical Sciences from February to March 2020. The diagnosis was made base on clinical symptoms, Reverse-Transcriptase Polymerase Chain Reaction (RT-PCR), and chest Computed Tomography (CT) scan by expert infectious and internal specialists. Patients with viral liver infections, cirrhosis, hepatocellular carcinoma, alcohol abuse, and patients whose disease did not require hospitalization were excluded from the study. A group of healthy people as the control group was enrolled from the Tabari Cohort population matched to the age and sex of patients. Further details concerning this Cohort has been described in the cohort profile (10). A convenience sampling method was used for the case group. In the control group, 186 persons were selected from 10,255 persons by simple random sampling and software based on the matching rule.

3.2. Subject Evaluation

For patients in the main group, complete blood count (Celltac Es MEK-7300 hematology automatic analyzer, Nihon Kohden, Japan), liver enzymes (Selectra pro xl Clinical Chemistry System, The Netherlands), qualitative C-reactive protein (Enison Lab and Pharmaceutical Industries, Tehran, Iran), and erythrocyte sedimentation rate (Sedimex, Parsian Teb medical, Tehran, Iran) were ordered by the physician as part of the diagnosis-treatment program at the time of admission before prescribing any medication for COVID-19. Therefore, no additional sampling was performed for the study. Normal laboratory values were as follows: lymphocyte (absolute count): 1,000 - 4,000 per mm3, platelet: 150,000 - 450,000 per mm3, AST: up to 40 U/L, ALT: up to 45 U/L in males and up to 34 U/L in females, ALP: up to 270 U/L in males and up to 240 U/L in females, total bilirubin: 0.3 - 1.2 mg/dL, direct bilirubin: up to 0.3 mg/dL, LDH: up to 470 U/L, ESR: up to 15 and 20 in males under and over 50 years, and up to 20 and 30 in females under and over 50 years, respectively. The length of hospital stay, intensive/critical care requirement, and mortality were considered as prognostic indicators. Clinical and epidemiologic data were extracted from the medical records.

3.3. Ethical Consideration

The study obtained ethical approval from the Mazandaran University of Medical Sciences (IR.MAZUMS.REC.1398.7296).

3.4. Statistical Analysis

Data were analyzed by SPSS software (version 20). The t-test was used for the comparison of baseline characteristics in both groups, the partial correlation for the relationship of liver enzymes and bilirubin with inpatient days, linear regression for the relationship between admission days and quantitative variables, logistic regression for the relationship of intensive care and mortality with qualitative variables, and Receiver Operating Characteristic (ROC) curve for sensitivity and specificity of AST levels. We use the enter method in both linear and logistic regression models. To investigate the normal distribution of quantitative variables, histogram plots were used. A P < 0.05 was regarded as the level of significance.

4. Results

This study was performed on 93 patients with COVID-19 and 186 people from the Tabari Cohort normal population as the control group. The case/control ratio was 1/2, and the matching for sex and age was at the individual and age-group levels, respectively. The mean age of the patients and controls was 56.3 ± 15.2 and 54.1 ± 11 years, respectively (P = 0.228). We matched for the gender variable, so there were 42 (45.2%) female subjects and 51 (54.8%) male subjects in both groups. Underlying diseases were found in 45 (48.3%) patients, as follows: diabetes (16 patients, 17.2%), hypertension (10 patients, 10.7%), history of cardiovascular disease (four patients, 4.3%), cancer history (four patients, 4.3%), and asthma (two patients, 2.1%), in sequence.

The comparison of the two groups for laboratory parameters showed that the numbers of lymphocytes and platelets were significantly lower in patients than in controls. Also, AST, ALT, and ALP values were higher in patients than in controls (Table 1). The most common hepatic impairment events were increased direct bilirubin (45.8%), ALT (30.3%), AST (29.2%), ALP (17%), and total bilirubin (10.2%), in sequence. The mean length of hospital stay was 6 ± 2.3 days, with 36 (38.7%) patients requiring intensive and critical care and 17 (18.3%) patients being expired. Based on the partial correlation analysis controlled for confounding variables including lymphopenia, thrombocytopenia, positive CRP, elevated ESR, there was no association between the levels of AST (r = 0.032, P = 0.831), ALT (r = 0.008, P = 0.956), ALP (r = -0.077, P = 0.610), total bilirubin (r = 0.007, P = 0.961), and direct bilirubin (r = 0.033, P = 0.828) and the length of stay in the hospital.

Table 1.

Baseline Characteristics of Study Populations (Mean ± SD)

GroupNaMeanP Value
Age, y0.228
Control18654.1 ± 11
Case9356.3 ± 15.2
BMI, kg/m20.30
Control18627.6 ± 4.5
Case6627 ± 3.4
WBC, per mm30.473
Control1866553.6 ± 1650.9
Case936789.7 ± 2936.4
Lymphocyte, per mm3< 0.001
Control1862465.1 ± 796.6
Case93880.6 ± 527.9
Hemoglobin, g/dL0.421
Control18614.1 ± 1.6
Case8713.2 ± 10.4
Platelet, per mm3< 0.001
Control186255.2 ± 63.8
Case86209.4 ± 62.7
AST, U/L< 0.001
Control18619.9 ± 7.5
Case8939.5 ± 34.9
ALT, U/L< 0.001
Control18621.6 ± 12.7
Case8940.4 ± 46.5
ALP, U/L0.004
Control186222.2 ± 70.6
Case88192.6 ± 91.2
Total Bilirubin, mg/dLb
Case590.7 ± 0.6
Direct Bilirubin, mg/dLb
Case590.4 ± 0.3
LDH, U/Lb
Case74575.8 ± 378.5
ESR, mm/hb
Case8141 ± 19.7

According to logistic regression, the risk of being transferred to the critical/intensive care unit was strongly associated with the elevated levels of AST and direct bilirubin (OR = 97.08 and OR = 7.99, respectively) (Table 2). The ROC curve was also plotted where the area under the curve was 0.75 (95% CI: 0.64 - 0.85, P ≤ 0.001), and AST = 30.5 (U/L) had a sensitivity of 71.4% and specificity of 68.5% for critical/intensive care transfer (Figure 1). It was also observed that the mortality rate significantly increased with increased AST levels (OR = 50.54) (Table 3).

Receiver operating characteristic (ROC) curve showing the accuracy of aspartate aminotransferase (AST) to predict the need for critical and intensive care unit transfer
Receiver operating characteristic (ROC) curve showing the accuracy of aspartate aminotransferase (AST) to predict the need for critical and intensive care unit transfer
Table 2.

Association Between AST, ALT, ALP, and Bilirubin and Critical/Intensive Care Unit Transfer

Variable Odds Ratio95% CIP Value
LowerUpper
AST (elevated)97.083.142993.970.009
ALT (elevated)0.720.0413.180.827
ALP (elevated)0.190.021.710.141
Total Bilirubin (elevated)0.750.0318.270.860
Direct Bilirubin (elevated)7.991.348.90.025
Lymphopenia1.480.239.510.676
Thrombocytopenia1.790.1225.650.667
CRP (positive)2.830.4816.540.248
Age1.040.981.110.125
Background diseases0.750.163.510.720
Constant0.0040.023
Table 3.

Association Between AST, ALT, ALP, and Bilirubin and COVID-19-related Mortality

Variable Odds Ratio95% CIP Value
LowerUpper
AST (elevated)50.541.731469.750.023
ALT (elevated)0.430.0110.580.607
ALP (elevated)0.530.055.000.579
Total Bilirubin (elevated)0.140.0036.700.319
Direct Bilirubin (elevated)7.120.6083.990.119
Lymphopenia7.860.43142.740.163
Thrombocytopenia0.530.046.670.624
CRP (positive)0.560.083.750.553
Age1.050.981.120.157
Background diseases3.520.4725.870.216
Constant0.000.009

5. Discussion

We found elevated levels of liver enzymes and bilirubin in patients with COVID-19 infection in association with the need for critical/intensive care unit (AST and direct bilirubin) and mortality (AST); however, they were not correlated with the length of hospital stay. The elevated levels of blood aminotransferases can take place due to liver injury or extrahepatic conditions such as thyroid disorders, heart or muscle disease, inflammatory bowel disease, etc. Also, it should be noted that although ALT is a specific liver damage marker, AST changes are non-specific because of its widespread expression (11, 12). Several studies have reported liver function test impairment in association with Coronaviridae family infections. There are two main hypotheses in this regard: direct liver attack by the virus and systemic inflammation (2).

In an autopsy investigation of four cases with SARS-CoV infection, the virus was detected not only in the respiratory system (lung, trachea, and bronchus) but also in the digestive system (stomach, small intestine, pancreas, and liver), possibly with the origin of virus-contaminated food and water (13). As some COVID-19 patients have gastrointestinal symptoms, and viral DNA is detectable in stool samples, the fecal-oral route of transmission has been suggested, and it may be responsible for liver involvement (14, 15).

In an experimental study by Zhao et al., a transgenic mouse model expressing MERS-CoV receptor (codon-optimized human dipeptidyl peptidase 4) exhibited liver damages, including hepatocyte necrosis, fatty changes, and immune cell infiltration. However, viral antigens were expressed in lung, kidney, and brain tissues (16). In liver biopsies of three SARS patients whose ALT levels were high, RT-PCR revealed the viral infection of liver cells; also, lymphocytic infiltration, high mitotic activity, and apoptosis were observed as pathologic changes (6).

Various liver impairment degrees were reported by Chen et al. in 99 COVID-19 patients, as follows: decreased albumin levels in 98% of patients, elevated levels of ALT in 28% and AST in 35%, and total bilirubin in 18% (17). About one-third of critically ill COVID-19-infected patients displayed liver dysfunction, as reported by Yang et al. Nevertheless, the prevalence of abnormal liver tests did not differ between the survivor and non-survivor patient groups (18). However, in another study of 41 patients infected with COVID-19, liver aminotransferases, and total bilirubin were significantly higher in those requiring critical and intensive care than in others (19). It has been shown that Angiotensin-converting Enzyme 2 (ACE2) acts as an entry receptor for both SARS-CoV and SARS-CoV-2. Although 60% of cholangiocytes express ACE2, in contrast, a very small proportion of hepatocytes (2.6%) express this receptor. This may highlight that bile ducts (not the liver) may act as the target of the virus attack (20).

Also, systemic inflammation and elevated levels of pro-inflammatory cytokines, including IL-1β, IL-6, and TNF observed during SARS-CoV-2 infection can play a role in liver enzyme disturbance (21). High CRP concentrations are associated with increased liver enzymes, too (22, 23). Liver damage can occur not only by hepatotropic viruses (hepatitis viruses) but also by systemic, respiratory infections (EBV, Influenza, and SARS-CoV) because of immune responses (24). Hepatocyte injury or hepatitis associated with non-hepatotropic infections seems to be mostly related to the cytokine storm, oxidative stress in hepatocytes, liver CD8+ T cells, and hypoxemia (25, 26).

Non-alcoholic Fatty Liver Disease (NAFLD) is a common cause of elevated liver enzymes, which is often associated with high BMI (27, 28). To overcome this issue, we used a matched BMI control group, and the subjects of this study were not in the high BMI range. Drug-induced Liver Injury (DILI) is another cause of abnormal liver enzymes. Our effort in this study was to conduct laboratory evaluations before the administration of COVID-19 therapy. Since serial laboratory evaluations were not performed, we cannot comment on the relationship between changes in these variables and prognosis. The strengths of this study include the presence of a control group, the exclusion of other diseases effective on liver enzyme tests, and the investigation of the relationship between liver enzyme tests and outcomes.

Further studies are needed to summarize hepatocellular involvement caused by COVID-19 infection. Given the undeniable role of the immune system in this phenomenon, any possible interpretation should be considered with caution.

Acknowledgements

References

  • 1.

    Mahdavi A, Khalili N, Davarpanah A, Faghihi T, Mahdavi A, Haseli S, et al. Radiologic management of COVID-19: Preliminary experience of the Iranian Society of Radiology COVID-19 Consultant Group (ISRCC). Iran J Radiol. 2020;In Press(In Press). https://doi.org/10.5812/iranjradiol.102324.

  • 2.

    Zhang C, Shi L, Wang FS. Liver injury in COVID-19: Management and challenges. Lancet Gastroenterol Hepatol. 2020. [PubMed ID: 32145190]. https://doi.org/10.1016/S2468-1253(20)30057-1.

  • 3.

    Negahdaripour M. The battle against COVID-19: Where do we stand now? Iran J Med Sci. 2020;45(2):81-2. [PubMed ID: 32210483]. [PubMed Central ID: PMC7071545]. https://doi.org/10.30476/ijms.2020.46357.

  • 4.

    Lai CC, Shih TP, Ko WC, Tang HJ, Hsueh PR. Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and coronavirus disease-2019 (COVID-19): The epidemic and the challenges. Int J Antimicrob Agents. 2020;55(3):105924. [PubMed ID: 32081636]. https://doi.org/10.1016/j.ijantimicag.2020.105924.

  • 5.

    Zhou S, Wang Y, Zhu T, Xia L. CT Features of coronavirus disease 2019 (COVID-19) pneumonia in 62 patients in Wuhan, China. AJR Am J Roentgenol. 2020:1-8. [PubMed ID: 32134681]. https://doi.org/10.2214/AJR.20.22975.

  • 6.

    Chau TN, Lee KC, Yao H, Tsang TY, Chow TC, Yeung YC, et al. SARS-associated viral hepatitis caused by a novel coronavirus: Report of three cases. Hepatology. 2004;39(2):302-10. [PubMed ID: 14767982]. https://doi.org/10.1002/hep.20111.

  • 7.

    Alsaad KO, Hajeer AH, Al Balwi M, Al Moaiqel M, Al Oudah N, Al Ajlan A, et al. Histopathology of Middle East respiratory syndrome coronovirus (MERS-CoV) infection - clinicopathological and ultrastructural study. Histopathology. 2018;72(3):516-24. [PubMed ID: 28858401]. https://doi.org/10.1111/his.13379.

  • 8.

    Shi H, Han X, Jiang N, Cao Y, Alwalid O, Gu J, et al. Radiological findings from 81 patients with COVID-19 pneumonia in Wuhan, China: A descriptive study. Lancet Infect Dis. 2020;20(4):425-34. [PubMed ID: 32105637]. https://doi.org/10.1016/S1473-3099(20)30086-4.

  • 9.

    Guan WJ, Ni ZY, Hu Y, Liang WH, Ou CQ, He JX, et al. Clinical characteristics of coronavirus disease 2019 in China. N Engl J Med. 2020. [PubMed ID: 32109013]. https://doi.org/10.1056/NEJMoa2002032.

  • 10.

    Kheradmand M, Moosazadeh M, Saeedi M, Poustchi H, Eghtesad S, Esmaeili R, et al. Tabari cohort profile and preliminary results in urban areas and mountainous regions of Mazandaran, Iran. Arch Iran Med. 2019;22(6):279-85. [PubMed ID: 31356093].

  • 11.

    Malakouti M, Kataria A, Ali SK, Schenker S. Elevated liver enzymes in asymptomatic patients - what should i do? J Clin Transl Hepatol. 2017;5(4):394-403. [PubMed ID: 29226106]. [PubMed Central ID: PMC5719197]. https://doi.org/10.14218/JCTH.2017.00027.

  • 12.

    Oh RC, Hustead TR, Ali SM, Pantsari MW. Mildly elevated liver transaminase levels: Causes and evaluation. Am Fam Physician. 2017;96(11):709-15. [PubMed ID: 29431403].

  • 13.

    Ding Y, He L, Zhang Q, Huang Z, Che X, Hou J, et al. Organ distribution of severe acute respiratory syndrome (SARS) associated coronavirus (SARS-CoV) in SARS patients: Implications for pathogenesis and virus transmission pathways. J Pathol. 2004;203(2):622-30. [PubMed ID: 15141376]. https://doi.org/10.1002/path.1560.

  • 14.

    Yeo C, Kaushal S, Yeo D. Enteric involvement of coronaviruses: Is faecal-oral transmission of SARS-CoV-2 possible? Lancet Gastroenterol Hepatol. 2020;5(4):335-7. [PubMed ID: 32087098]. https://doi.org/10.1016/S2468-1253(20)30048-0.

  • 15.

    Chen J, Zhu H, Wang D, Zheng Y, Xu J, Zhu G, et al. Clinical features of stool SARS-CoV-2 RNA positive in 137 COVID-19 patients in Taizhou, China. SSRN Elec J. 2020. https://doi.org/10.2139/ssrn.3551383.

  • 16.

    Zhao G, Jiang Y, Qiu H, Gao T, Zeng Y, Guo Y, et al. Multi-organ damage in human dipeptidyl peptidase 4 transgenic mice infected with Middle East Respiratory Syndrome-Coronavirus. PLoS One. 2015;10(12). e0145561. [PubMed ID: 26701103]. [PubMed Central ID: PMC4689477]. https://doi.org/10.1371/journal.pone.0145561.

  • 17.

    Chen N, Zhou M, Dong X, Qu J, Gong F, Han Y, et al. Epidemiological and clinical characteristics of 99 cases of 2019 novel coronavirus pneumonia in Wuhan, China: A descriptive study. Lancet. 2020;395(10223):507-13. [PubMed ID: 32007143]. https://doi.org/10.1016/S0140-6736(20)30211-7.

  • 18.

    Yang X, Yu Y, Xu J, Shu H, Xia J, Liu H, et al. Clinical course and outcomes of critically ill patients with SARS-CoV-2 pneumonia in Wuhan, China: A single-centered, retrospective, observational study. Lancet Respir Med. 2020. [PubMed ID: 32105632]. [PubMed Central ID: PMC7102538]. https://doi.org/10.1016/S2213-2600(20)30079-5.

  • 19.

    Huang C, Wang Y, Li X, Ren L, Zhao J, Hu Y, et al. Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China. Lancet. 2020;395(10223):497-506. [PubMed ID: 31986264]. https://doi.org/10.1016/S0140-6736(20)30183-5.

  • 20.

    Chai X, Hu L, Zhang Y, Han W, Lu Z, Ke A, et al. Specific ACE2 expression in cholangiocytes may cause liver damage after 2019-nCoV infection. bioRxiv. 2020. https://doi.org/10.1101/2020.02.03.931766.

  • 21.

    Conti P, Ronconi G, Caraffa A, Gallenga CE, Ross R, Frydas I, et al. Induction of pro-inflammatory cytokines (IL-1 and IL-6) and lung inflammation by Coronavirus-19 (COVI-19 or SARS-CoV-2): anti-inflammatory strategies. J Biol Regul Homeost Agents. 2020;34(2). [PubMed ID: 32171193]. https://doi.org/10.23812/CONTI-E.

  • 22.

    Kerner A, Avizohar O, Sella R, Bartha P, Zinder O, Markiewicz W, et al. Association between elevated liver enzymes and C-reactive protein: Possible hepatic contribution to systemic inflammation in the metabolic syndrome. Arterioscler Thromb Vasc Biol. 2005;25(1):193-7. [PubMed ID: 15499043]. https://doi.org/10.1161/01.ATV.0000148324.63685.6a.

  • 23.

    Maleki I, Aminafshari MR, Taghvaei T, Hosseini V, Rafiei A, Torabizadeh Z, et al. Serum immunoglobulin A concentration is a reliable biomarker for liver fibrosis in non-alcoholic fatty liver disease. World J Gastroenterol. 2014;20(35):12566-73. [PubMed ID: 25253959]. [PubMed Central ID: PMC4168092]. https://doi.org/10.3748/wjg.v20.i35.12566.

  • 24.

    Adams DH, Hubscher SG. Systemic viral infections and collateral damage in the liver. Am J Pathol. 2006;168(4):1057-9. [PubMed ID: 16565481]. [PubMed Central ID: PMC1606546]. https://doi.org/10.2353/ajpath.2006.051296.

  • 25.

    Papic N, Pangercic A, Vargovic M, Barsic B, Vince A, Kuzman I. Liver involvement during influenza infection: Perspective on the 2009 influenza pandemic. Influenza Other Respir Viruses. 2012;6(3):e2-5. [PubMed ID: 21951624]. [PubMed Central ID: PMC4941665]. https://doi.org/10.1111/j.1750-2659.2011.00287.x.

  • 26.

    Bangash MN, Patel J, Parekh D. COVID-19 and the liver: Little cause for concern. Lancet Gastroenterol Hepatol. 2020. [PubMed ID: 32203680]. https://doi.org/10.1016/S2468-1253(20)30084-4.

  • 27.

    Dyson JK, Anstee QM, McPherson S. Non-alcoholic fatty liver disease: A practical approach to diagnosis and staging. Frontline Gastroenterol. 2014;5(3):211-8. [PubMed ID: 25018867]. [PubMed Central ID: PMC4078666]. https://doi.org/10.1136/flgastro-2013-100403.

  • 28.

    Fan R, Wang J, Du J. Association between body mass index and fatty liver risk: A dose-response analysis. Sci Rep. 2018;8(1):15273. [PubMed ID: 30323178]. [PubMed Central ID: PMC6189125]. https://doi.org/10.1038/s41598-018-33419-6.