Abstract
AIM: To study the prevalence and risk factors of significant hepatic fibrosis in Moroccan human immunodeficiency virus (HIV) monoinfected patients.
METHODS: We conducted a cross-sectional study among HIV monoinfected patients (negative for hepatitis B surface antigen and hepatitis C antibody). Clinical and laboratory data were collected from the data base of the Infectious Diseases Unit in Ibn Rochd Hospital Center [age, gender, duration of HIV infection, CD4 T lymphocyte count, HIV viral load, glycemia and current or prior use of antiretroviral and antiretroviral therapy (ART) duration]. The primary outcome was a FIB4 score > 1.45. Multivariable logistic regression identified independent risk factors for FIB4 > 1.45.
RESULTS: A FIB4 score > 1.45 was identified in 96 among 619 (15.5%). HIV monoinfected patients followed up between September 1990 and September 2012. Multivariate analysis showed that only a viral load > 75 (OR = 2.23, 95%CI: 1.36-3.67), CD4 > 200 cells/mm3 (OR = 0.39, 95%CI: 0.21-0.72) and age at FIB4 index calculation (OR = 1.10, 95%CI: 1.07-1.13) were independently associated with the occurrence of FIB4 index (> 1.45). Gender, duration of HIV infection, glycemia, use of antiretroviral therapy and ART duration were not associated with significant fibrosis by FIB4.
CONCLUSION: FIB4 score > 1.45 was found in 15.5% of Moroccan HIV monoinfected patients. Age, HIV viremia > 75 copies/mL and CD4 count > 200 cells/mm3 are associated with liver fibrosis. Further studies are needed to explore mechanisms for fibrosis in HIV monoinfected patients.
Keywords: Human immunodeficiency virus, FIB4, Liver, Monoinfected, Risk factors
Core tip: We evaluated, for the first time in Morocco, the prevalence and risk factors of significant hepatic fibrosis in Moroccan human immunodeficiency virus (HIV) monoinfected patients using the FIB4 score which represents a noninvasive, composite index that is a validated measure of hepatic fibrosis. FIB4 score > 1.45 was found in 15.5% of Moroccan HIV monoinfected patients. Age, HIV viremia > 75 copies/mL and CD4 count < 200 cells/mm3 are associated with liver fibrosis. Gender, duration of HIV infection, glycemia, use of antiretroviral therapy and antiretroviral therapy duration were not associated with significant fibrosis.
INTRODUCTION
About 33 million people are infected with human immunodeficiency virus (HIV). Most of them live in low and middle income countries[1]. The liver is a major target of HIV infection and a wide spectrum of liver disease can be seen in patients with HIV infection, ranging from steatosis, steato-hepatitis, non cirrhotic portal hypertension and hepatocellular carcinoma[2]. Recent data shows that HIV per se (without viral hepatitis infection) can induce liver fibrosis but few studies[3-5] have identified risk factors involved in liver fibrosis among HIV monoinfected patients.
Liver biopsy is the gold standard technique for diagnosis of liver fibrosis but it is an invasive procedure that can induce non-negligible morbidity and mortality. Thus, liver biopsy is not an acceptable technique for monitoring progression liver fibrosis and for pursuing appropriate epidemiological analysis. Many alternative biochemical markers have been introduced to avoid liver biopsy [fibrotest, actitest, aspartate aminotransferase (AST) to platelet ratio index (APRI) and FIB4]. FIB4 was previously validated as a fibrosis marker in HIV/HVC co-infection[6] and has recently been used to determine advanced fibrosis in HIV monoinfected patients[7].
To date, there is no data in Morocco regarding liver fibrosis in HIV monoinfected patients. To identify risk factors for liver fibrosis in Moroccan HIV monoinfected patients, we examined hypothesized risk factors: CD4 counts[7], hypoglycemia[8,9], antiretroviral therapy (ART) use and HIV viremia[7,10].
MATERIALS AND METHODS
Study design and patients
We conducted a cross sectional study of patients followed in IBN ROCHD University Hospital center. We used the database “NADIS” that was launched in 2005 to describe the demographic, clinical and laboratory characteristics of Moroccan HIV infected patients. All laboratory confirmed HIV patients and Hepatitis B virus surface antigen (HBsAg) negative/anti HVC negative were enrolled in the study.
Study outcome
The major study outcome was significant fibrosis, as determined by FIB4 index > 1.45. FIB4 score was calculated during the last consultation using the following formula: [age (year) ×AST (U/L)]/[platelet (109/L) × alanine aminotransferase (ALT) (U/L)1/2]. All participants provided informed consent prior to sample and clinical data collection. HIV RNA levels were qualified using second or third generation Quantiplex branched DNA assays (Chiran). HBsAg was tested with Austria-IL-125 RIA (ABBOTT laboratory). Hepatitis C virus (HCV) status was obtained through HCV enzyme immunoassay 2.0.
Data collection
All data were collected from “NADIS” IBN ROCHD University Center Hospital and included: age, gender, duration of HIV diagnosis, presence of diabetes mellitus (glucose level greater than 126 mg/dL or self reported), CD4 count during the last visit, HIV viral load at first and last visit, AST, ALT and platelet at the last visit, use of ART (receipt of three antiretroviral drugs from at least two different drug classes), ART duration and prior of current use of Zidovudine, Lamivudine, Efavirenz, Nevirapine, Lopinavir, Ritonavir, Emtricitabine, Stavudine, Tenofovir and Didanosine. FIB4 index was used as a categorical variable with two levels < 1.45 and > 1.45 corresponding to the recommended cutoff used to exclude the presence of advanced fibrosis[6].
Statistical analysis
Statistical analysis was performed using SPSS Base 20 statistical software (SPSS, Inc., Chicago, IL). We included only patients in whom in the last visit AST, ALT, RNA HIV level, CD4 level and platelet count were available. Duration of HIV infection was calculated as the difference between the first and the last visit. The results were expressed as mean ± SD. For categorical data, χ2 test were used to assess differences between patients with and without significant fibrosis by FIB4 score (FIB4 > 1.45). For continuous data, t test for continuous variables was used. A two tailed P value of less than 0.05 was taken to indicate statistical significance. Univariate analysis was performed to study characteristics associated with FIB4 > 1.45. Variables with P values < 0.1 in univariate analysis were used in the multivariate regression analysis with backward variable selection.
RESULTS
Characteristics of the study population
Six hundred and nineteen patients were studied. Three hundred and fifty-four patients were female, with a mean age of 39.85 ± 9.56 years. Five hundred and twenty-three patients had a FIB4 < 1.45. 87 had a FIB4 between 1.45 and 3.25 and only 9 patients (1.45%) had a FIB4 > 3.25. Mean HIV diagnosis was 4.71 ± 3.91. Mean antiretroviral duration was 4.45 ± 3.77 years. Thirty-six patients (5.8%) had diabetes mellitus. Five hundred and seventy were under antiretroviral therapy (92.1%).
At the time of analysis, mean AST was 24.66 ± 20.84 and mean ALT 21.52 ± 16.10. Mean platelet count was 256.96 ± 313.80. Mean CD4 count was 602.24 ± 367.65. Mean viral load was 76060.4 ± 396639 and 12.4% (77 patients) had a CD4 count below 200 cells/mm3, 57.62% (354 patients) had viral load below 75 copies/mL.
In univariate analysis, only CD4 count (P = 0.001), viral load > 75 copies/mL (P = 0.007), age (P = 0.000) and prior or current Zidovudine intake (P = 0.03) were associated with a FIB4 over 1.45. In contrast, gender, ART therapy, ART duration, diabetes and prior or current intake of Lamivudine, Efavirenz, Nevirapine, Lopinavir, Ritonavir, Emtricitabine, Stavudine, Tenofovir, Didanosine, Abacavir, Raltegravir, Indinavir and Nelfinavir were not associated with a FIB4 over 1.45.
Multivariate analysis showed that only a viral load > 75 (OR = 2.23, 95%CI: 1.36-3.67), CD4 > 200 cells/mm3 (OR = 0.39, 95%CI: 0.21-0.72) and age at FIB4 index calculation (OR = 1.10, 95%CI: 1.07-1.13) were independently associated with occurrence of a high FIB4 index (> 1.45).
DISCUSSION
Since antiretroviral therapy has been widely used, liver diseases have become a major cause of morbidity among HIV patients. The presence of viral co-infection B and C are a common cause of liver disease[11-16]. Moreover, recent data suggest a direct role of HIV virus in hepatic fibrosis[3-5]. Studies carried out in HIV monoinfected patients found a mild to moderate increase in liver enzymes[6-17].
Indirect data indicate a possible direct role of HIV virus in liver damage and fibrosis. In HIV-HVC co-infected people, slower fibrosis progression is associated with HIV suppression[18] and liver related mortality is less in patients under ART[19,20]. Thus, in monoinfected HIV patients, without hepatitis B or C co-infection, elevation of AST and ALT is associated with a higher HIV RNA level[21-23].
HIV can induce liver fibrosis through interacting with many kinds of liver cells; Kupffer cells can be stimulated by lipopolysaccharide (LPS) due to increased permeability induced by HIV infection. Once stimulated, Kupffer cells produce pro-inflammatory cytokines, such as tumor necrosis factor-α, transforming growth factor β, interleukin (IL)-6 and IL-12[24]. These cytokines are responsible for chemotaxis of monocytes and T cells to the liver[25]. HIV can also stimulate stellate cells (HSC) though CxCR4 receptors[26]. Activated HSC showed increased fibrogenesis and increased collagen production and alpha smooth muscle[27] in patients with HIV-HVC co-infection.
The first interesting result of our study is the prevalence of advanced fibrosis (FIB4 > 3.25) estimated as 1.45% among Moroccan monoinfected patients. This finding disagrees with previously published studies; using the APRI index in 1845 HIV monoinfected patients, Sulkowski et al[5] found 7% significant fibrosis, as defined by APRI > 1.5[5].
Another study, carried out in 432 monoinfected HIV patients, identified significant fibrosis by APRI in 8.3% patients[3]. Moreover, in a recent study, 1.3% of monoinfected HIV women had a FIB4 > 3.25[7]. Interestingly, only 1% of HIV monoinfected had significant fibrosis measured by elastometry[4]. APRI had platelet count in the denominator, which accounts for the relatively higher frequency of liver fibrosis by APRI compared to elastometry which can be explained by the frequency of thrombocytopenia commonly found among HIV patients[28].
Our study found that HIV viremia was a risk factor for significant liver fibrosis among HIV monoinfected patients. Previous studies identified HIV RNA as an independent factor of elevated AST and ALT in HIV monoinfected patients[6,17].
HIV viremia was also associated with a high FIB4 index score in HIV-HVC co-infected patients[18]. Our results are in concordance with previously published studies that used non invasive methods to assess liver fibrosis. Using the APRI index, Piazza found that detectable HIV viremia is a risk factor for liver fibrosis in HIV monoinfected patients[10]. Another recent study found that a 1 log[10] increase in HIV RNA was associated with a median increase in FIB4 of 12%[29].
Another risk factor for significant hepatic fibrosis in our sample was CD4 counts. This result is also in accordance with those of Blackard who reported that CD4 T cell counts are negatively associated with FIB4. Some studies reported that AST/ALT was negatively associated with CD4 T cell counts. Other studies did not find CD4 T cell counts as an independent factor for liver fibrosis[10].
The last risk factor for significant hepatic fibrosis in our study was age at FIB4 index calculation. This result disagrees with studies previously published in HIV monoinfected patients[7,10,29]. This is in concordance with a study carried out by Blanco who found that old age is associated with liver fibrosis by elastometry. Also, age ≥ 40 was a high factor for liver fibrosis progression in HIV[30]. In HIV-HVC co-infected patients, older age was found to be an independent factor for advanced liver fibrosis measured by elastometry[31].
Another interesting result of our study is that ART use and its duration were not independently associated with liver fibrosis. This result agrees with previously published studies[3,10,29] suggesting that liver fibrosis is not increased by long term use of highly active antiretroviral therapy in HIV monoinfected patients.
Our study has many advantages. Firstly, it is the first study carried out in Moroccan people and the design of the study is distinctive. Secondly, most of the included patients in this study received ART and the prior and current use of the most commonly prescribed HIV drug was included in the univariate analysis. Furthermore, in our sample, the impact of ART duration on liver fibrosis was also assessed, whereas other studies included mostly ART naïve patients or those receiving less than an optimally suppressive ART regime[7,32]. On the other hand, our study has several limitations. Firstly, the cohort was recruited from a university hospital and all patients were in regular HIV care. Secondly, liver fibrosis evaluation was based on the FIB4 index that is not widely assessed in HIV monoinfected patients; FIB4 has been validated as a liver fibrosis index in HVC and HIV-HVC co-infected patients[6,33]. It did not exclude some patients that were misclassified by FIB4. All conditions, decreasing platelet count (idiopathic thrombocytopenia) or increasing ALT or AST (drug hepatotoxicity) can lead to an imprecise FIB4 index. Thirdly, other confounding factors were not studied, such as alcohol use and other hepatotoxic drugs (e.g., antibiotics, acetaminophen). Thus, our study is unable to specify the independent effect of these factors on liver fibrosis.
Our study found that 15.5% of Moroccan HIV monoinfected patients had a FIB4 > 1.45. HIV RNA load, CD4 count and age were independently associated with liver fibrosis. Longitudinal studies are required to examine the exact role of the HIV virus on liver fibrosis progression in monoinfected patients.
COMMENTS
Background
The liver is a major target of human immunodeficiency virus (HIV) infection and a wide spectrum of liver disease can be seen in patients with HIV infection, ranging from steatosis, steato-hepatitis, non cirrhotic portal hypertension and hepatocellular carcinoma. Recent data shows that HIV per se (without viral hepatitis infection) can induce liver fibrosis.
Research frontiers
The aim of this study is to identify risk factors involved in liver fibrosis among HIV monoinfected patients in Morocco using the FIB4 index, including the use of antiretroviral therapy.
Innovations and breakthroughs
This study is the first one carried out in Moroccan people. Moreover, most of the included patients in this study received antiretroviral therapy and the prior and current use of the most commonly prescribed HIV drug was included in the univariate analysis.
Applications
The prevalence of advanced fibrosis (FIB4 > 3.25) is estimated to 1.45% among Moroccan HIV monoinfected patients. Thus, advanced liver fibrosis is a rare situation in HIV monoinfected patients in Morocco.
Peer review
A very interesting study with relevant findings in the noninvasive prediction of fibrosis field for monoinfected HIV patients.
Footnotes
P- Reviewer Castiella A S- Editor Zhai HH L- Editor Roemmele A E- Editor Wu HL
References
- 1.Smith C, Sabin CA, Lundgren JD, Thiebaut R, Weber R, Law M, Monforte Ad, Kirk O, Friis-Moller N, Phillips A, et al. Factors associated with specific causes of death amongst HIV-positive individuals in the D: A: D Study. AIDS. 2010;24:1537–1548. doi: 10.1097/QAD.0b013e32833a0918. [DOI] [PubMed] [Google Scholar]
- 2.Crane M, Iser D, Lewin SR. Human immunodeficiency virus infection and the liver. World J Hepatol. 2012;4:91–98. doi: 10.4254/wjh.v4.i3.91. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Moodie EE, Pant Pai N, Klein MB. Is antiretroviral therapy causing long-term liver damage? A comparative analysis of HIV-mono-infected and HIV/hepatitis C co-infected cohorts. PLoS One. 2009;4:e4517. doi: 10.1371/journal.pone.0004517. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Castellares C, Barreiro P, Martín-Carbonero L, Labarga P, Vispo ME, Casado R, Galindo L, García-Gascó P, García-Samaniego J, Soriano V. Liver cirrhosis in HIV-infected patients: prevalence, aetiology and clinical outcome. J Viral Hepat. 2008;15:165–172. doi: 10.1111/j.1365-2893.2007.00903.x. [DOI] [PubMed] [Google Scholar]
- 5.Sulkowski MS, Mehta S, Montes de Occa R, Moore RD, editors. Thomas DL: Estimated prevalence of significant liver disease among 4,052 HIVinfected adults with and without chronic hepatitis B and C. 13th Conference on Retroviruses and Opportunistic Infections; 2006 February 5-8; USA. Denver: CO; 2006. abstr 842 pp. [Google Scholar]
- 6.Sterling RK, Lissen E, Clumeck N, Sola R, Correa MC, Montaner J, S Sulkowski M, Torriani FJ, Dieterich DT, Thomas DL, et al. Development of a simple noninvasive index to predict significant fibrosis in patients with HIV/HCV coinfection. Hepatology. 2006;43:1317–1325. doi: 10.1002/hep.21178. [DOI] [PubMed] [Google Scholar]
- 7.Blackard JT, Welge JA, Taylor LE, Mayer KH, Klein RS, Celentano DD, Jamieson DJ, Gardner L, Sherman KE. HIV mono-infection is associated with FIB-4 - A noninvasive index of liver fibrosis - in women. Clin Infect Dis. 2011;52:674–680. doi: 10.1093/cid/ciq199. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Tedaldi EM, Baker RK, Moorman AC, Alzola CF, Furhrer J, McCabe RE, Wood KC, Holmberg SD. Influence of coinfection with hepatitis C virus on morbidity and mortality due to human immunodeficiency virus infection in the era of highly active antiretroviral therapy. Clin Infect Dis. 2003;36:363–367. doi: 10.1086/345953. [DOI] [PubMed] [Google Scholar]
- 9.Bica I, McGovern B, Dhar R, Stone D, McGowan K, Scheib R, Snydman DR. Increasing mortality due to end-stage liver disease in patients with human immunodeficiency virus infection. Clin Infect Dis. 2001;32:492–497. doi: 10.1086/318501. [DOI] [PubMed] [Google Scholar]
- 10.DallaPiazza M, Amorosa VK, Localio R, Kostman JR, Lo Re V. Prevalence and risk factors for significant liver fibrosis among HIV-monoinfected patients. BMC Infect Dis. 2010;10:116. doi: 10.1186/1471-2334-10-116. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Chang PE, Miquel R, Blanco JL, Laguno M, Bruguera M, Abraldes JG, Bosch J, Garcia-Pagan JC. Idiopathic portal hypertension in patients with HIV infection treated with highly active antiretroviral therapy. Am J Gastroenterol. 2009;104:1707–1714. doi: 10.1038/ajg.2009.165. [DOI] [PubMed] [Google Scholar]
- 12.Konopnicki D, Mocroft A, de Wit S, Antunes F, Ledergerber B, Katlama C, Zilmer K, Vella S, Kirk O, Lundgren JD. Hepatitis B and HIV: prevalence, AIDS progression, response to highly active antiretroviral therapy and increased mortality in the EuroSIDA cohort. AIDS. 2005;19:593–601. doi: 10.1097/01.aids.0000163936.99401.fe. [DOI] [PubMed] [Google Scholar]
- 13.Tatsunami S, Taki M, Shirahata A, Mimaya J, Yamada K. Increasing incidence of critical liver disease among causes of death in Japanese hemophiliacs with HIV-1. Acta Haematol. 2004;111:181–184. doi: 10.1159/000077549. [DOI] [PubMed] [Google Scholar]
- 14.Selik RM, Byers RH, Dworkin MS. Trends in diseases reported on U.S. death certificates that mentioned HIV infection, 1987-1999. J Acquir Immune Defic Syndr. 2002;29:378–387. doi: 10.1097/00126334-200204010-00009. [DOI] [PubMed] [Google Scholar]
- 15.Weber R, Sabin CA, Friis-Møller N, Reiss P, El-Sadr WM, Kirk O, Dabis F, Law MG, Pradier C, De Wit S, et al. Liver-related deaths in persons infected with the human immunodeficiency virus: the D: A: D study. Arch Intern Med. 2006;166:1632–1641. doi: 10.1001/archinte.166.15.1632. [DOI] [PubMed] [Google Scholar]
- 16.Gebo KA, Diener-West M, Moore RD. Hospitalization rates differ by hepatitis C satus in an urban HIV cohort. J Acquir Immune Defic Syndr. 2003;34:165–173. doi: 10.1097/00126334-200310010-00006. [DOI] [PubMed] [Google Scholar]
- 17.Mata-Marin JA, Gaytan-Martinez JE, Grados-Chavarria BH, Fuentes- Allen JL, Arroyo-Anduiza CI, Alfaro-Mejia A. Correlation between HIV viral and aminotransferases as liver damage markers in HIV infected naive patients: a concordance cross-sectional study. Virol J. 2009;6:181. doi: 10.1186/1743-422X-6-181. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Bräu N, Salvatore M, Ríos-Bedoya CF, Fernández-Carbia A, Paronetto F, Rodríguez-Orengo JF, Rodríguez-Torres M. Slower fibrosis progression in HIV/HCV-coinfected patients with successful HIV suppression using antiretroviral therapy. J Hepatol. 2006;44:47–55. doi: 10.1016/j.jhep.2005.07.006. [DOI] [PubMed] [Google Scholar]
- 19.Qurishi N, Kreuzberg C, Lüchters G, Effenberger W, Kupfer B, Sauerbruch T, Rockstroh JK, Spengler U. Effect of antiretroviral therapy on liver-related mortality in patients with HIV and hepatitis C virus coinfection. Lancet. 2003;362:1708–1713. doi: 10.1016/S0140-6736(03)14844-1. [DOI] [PubMed] [Google Scholar]
- 20.Bonacini M, Louie S, Bzowej N, Wohl AR. Survival in patients with HIV infection and viral hepatitis B or C: a cohort study. AIDS. 2004;18:2039–2045. doi: 10.1097/00002030-200410210-00008. [DOI] [PubMed] [Google Scholar]
- 21.Hufert FT, Schmitz J, Schreiber M, Schmitz H, Rácz P, von Laer DD. Human Kupffer cells infected with HIV-1 in vivo. J Acquir Immune Defic Syndr. 1993;6:772–777. [PubMed] [Google Scholar]
- 22.Gendrault JL, Steffan AM, Schmitt MP, Jaeck D, Aubertin AM, Kirn A. Interaction of cultured human Kupffer cells with HIV-infected CEM cells: an electron microscopic study. Pathobiology. 1991;59:223–226. doi: 10.1159/000163650. [DOI] [PubMed] [Google Scholar]
- 23.Schmitt MP, Gendrault JL, Schweitzer C, Steffan AM, Beyer C, Royer C, Jaeck D, Pasquali JL, Kirn A, Aubertin AM. Permissivity of primary cultures of human Kupffer cells for HIV-1. AIDS Res Hum Retroviruses. 1990;6:987–991. doi: 10.1089/aid.1990.6.987. [DOI] [PubMed] [Google Scholar]
- 24.Ocama P, Castelnuovo B, Kamya MR, Kirk GD, Reynolds SJ, Kiragga A, Colebunders R, Thomas DL. Low frequency of liver enzyme elevation in HIV-infected patients attending a large urban treatment centre in Uganda. Int J STD AIDS. 2010;21:553–557. doi: 10.1258/ijsa.2010.010027. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Tan AT, Koh S, Goh W, Zhe HY, Gehring AJ, Lim SG, Bertoletti A. A longitudinal analysis of innate and adaptive immune profile during hepatic flares in chronic hepatitis B. J Hepatol. 2010;52:330–339. doi: 10.1016/j.jhep.2009.12.015. [DOI] [PubMed] [Google Scholar]
- 26.Zhang YX, Gui XE, Zhong YH, Rong YP, Yan YJ. Cancer in cohort of HIV-infected population: prevalence and clinical characteristics. J Cancer Res Clin Oncol. 2011;137:609–614. doi: 10.1007/s00432-010-0911-y. [DOI] [PubMed] [Google Scholar]
- 27.Tuyama AC, Hong F, Saiman Y, Wang C, Ozkok D, Mosoian A, Chen P, Chen BK, Klotman ME, Bansal MB. Human immunodeficiency virus (HIV)-1 infects human hepatic stellate cells and promotes collagen I and monocyte chemoattractant protein-1expression: implications for the pathogenesis of HIV/hepatitis C virus-induced liver fibrosis. Hepatology. 2010;52:612–622. doi: 10.1002/hep.23679. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Torre D, Pugliese A. Platelets and HIV-1 infection: old and new aspects. Curr HIV Res. 2008;6:411–418. doi: 10.2174/157016208785861140. [DOI] [PubMed] [Google Scholar]
- 29.Forrester JE, Rhee MS, McGovern BH, Sterling RK, Knox TA, Terrin N. The association of HIV viral load with indirect markers of liver injury. J Viral Hepat. 2012;19:e202–e211. doi: 10.1111/j.1365-2893.2011.01529.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Mendeni M, Focà E, Gotti D, Ladisa N, Angarano G, Albini L, Castelnuovo F, Carosi G, Quiros-Roldan E, Torti C: Evaluation of liver fibrosis: concordance analysis between noninvasive scores (APRI and FIB-4) evolution and predictors in a cohort of HIV-infected patients without hepatitis C and B infection. Clin Infect Dis. 2011;52:1164–1173. doi: 10.1093/cid/cir071. [DOI] [PubMed] [Google Scholar]
- 31.Pineda JA, González J, Ortega E, Tural C, Macías J, Griffa L, Burgos A. Prevalence and factors associated with significant liver fibrosis assessed by transient elastometry in HIV/hepatitis C virus-coinfected patients. J Viral Hepat. 2010;17:714–719. doi: 10.1111/j.1365-2893.2009.01229.x. [DOI] [PubMed] [Google Scholar]
- 32.Mayer KH, Hogan JW, Smith D, Klein RS, Schuman P, Margolick JB, Korkontzelou C, Farzedegan H, Vlahov D, Carpenter CC. Clinical and immunologic progression in HIV-infected US women before and after the introduction of highly active antiretroviral therapy. J Acquir Immune Defic Syndr. 2003;33:614–624. doi: 10.1097/00126334-200308150-00011. [DOI] [PubMed] [Google Scholar]
- 33.Vallet-Pichard A, Mallet V, Nalpas B, Verkarre V, Nalpas A, Dhalluin-Venier V, Fontaine H, Pol S. FIB-4: an inexpensive and accurate marker of fibrosis in HCV infection. comparison with liver biopsy and fibrotest. Hepatology. 2007;46:32–36. doi: 10.1002/hep.21669. [DOI] [PubMed] [Google Scholar]