<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.1d1 20130915//EN" "JATS-journalpublishing1.dtd">
<article article-type="research-article" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">JRENHEP</journal-id>
<journal-title-group>
<journal-title>Journal of Renal and Hepatic Disorders</journal-title>
<abbrev-journal-title>JRENHEP</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2207-3744</issn>
<publisher>
<publisher-name>Troika Publisher</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.63268/jrenhp.v10i1.259</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Integrating hepatotoxicity monitoring with pharmacogenetics in HIV and tuberculosis treatment: a narrative review</article-title>
</title-group>

<contrib-group content-type="authors">
<contrib contrib-type="author">
<name>
<surname>Lara-Blanco</surname>
<given-names>Yair</given-names></name>
<xref ref-type="aff" rid="aff1">1</xref>
</contrib> 


<contrib contrib-type="author">
<name>
<surname>Chavez-Méndez</surname>
<given-names>José R.</given-names></name>
<xref ref-type="aff" rid="aff2">2</xref>
</contrib> 

<contrib contrib-type="author">
<name>
<surname>Rodríguez-Uribe</surname>
<given-names>Genaro</given-names></name>
<xref ref-type="aff" rid="aff1">1</xref>
<xref ref-type="corresp" rid="cor1"/>
</contrib> 



<aff id="aff1"><label>1</label>Faculty of Medicine and Psychology, Autonomous University of Baja California, 22424 Tijuana, BC, Mexico</aff>
<aff id="aff2"><label>2</label>Faculty of Health Sciences “Valle de las Palmas”, Autonomous University of Baja California, 22260 Tijuana, BC, Mexico</aff>



</contrib-group>
	  
	  
	  <author-notes>
<corresp id="cor1"><italic>Author for correspondence:</italic> <email>genaro.rodriguez@uabc.edu.mx</email></corresp>

</author-notes>

<pub-date pub-type="epub">
<day>20</day>
<month>06</month>
<year>2026</year>
</pub-date>
<pub-date pub-type="collection"><year>2026</year></pub-date>
<volume>10</volume>
<issue>1</issue>
<fpage>4</fpage>
<lpage>13</lpage>
<history>
<date date-type="received">
<day>26</day>
<month>01</month>
<year>2026</year></date> 
<date date-type="accepted">
<day>06</day>
<month>05</month>
<year>2026</year></date> 
</history>
<permissions>
<copyright-statement><italic>Copyright:</italic> The Author(s). Published by Troika Publisher.</copyright-statement>
<copyright-year>2026</copyright-year>
<license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
<license-p><italic>License:</italic> This open access article is licensed under Creative Commons Attribution 4.0 International (CC BY 4.0). <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0">http://creativecommons.org/licenses/by/4.0</ext-link></license-p>
</license>
</permissions>

	  
     <abstract>  
       <p>Drug-induced hepatotoxicity represents a major clinical challenge in the 
management of patients with Human Immunodeficiency Virus (HIV), tuberculosis 
(TB), and HIV&#x2013;TB coinfection, largely due to prolonged and combined therapeutic 
regimens that increase exposure to potentially hepatotoxic drugs. Early detection 
and appropriate classification of liver injury remain essential to prevent severe 
complications and treatment interruptions. This narrative review aims to examine 
the integration of hepatotoxicity monitoring with pharmacogenetic determinants in 
the context of HIV and tuberculosis therapy. Current evidence on the 
epidemiology, pathophysiological mechanisms, diagnostic approaches, and 
pharmacogenetic predictors of hepatotoxicity is summarized, with particular 
emphasis on genetic polymorphisms in drug-metabolizing enzymes such as 
N-acetyltransferase 2 (NAT2) and cytochrome P450 2B6 (CYP2B6), which influence 
susceptibility to liver injury associated with isoniazid and efavirenz. The 
available literature indicates that systematic biochemical monitoring, combined 
with pharmacogenetic information, may improve risk stratification, facilitate 
early detection of hepatotoxicity, and support more individualized therapeutic 
strategies. Integrating clinical assessment with pharmacogenetic data could 
therefore contribute to optimizing treatment safety and advancing personalized 
medicine approaches in populations affected by HIV and tuberculosis.</p>  
     </abstract>
<kwd-group>
<kwd>Hepatotoxicity</kwd> 
<kwd>HIV infection</kwd> 
<kwd>Tuberculosis</kwd> 
<kwd>Coinfection</kwd> 
<kwd>Pharmacogenetics</kwd> 
</kwd-group>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
     <title>Introduction</title>
     <p>Drug-induced hepatotoxicity (DIH) constitutes a clinically relevant complication 
in the treatment of Human Immunodeficiency Virus (HIV) infection and tuberculosis 
(TB). Both conditions require prolonged and combined therapeutic regimens, which 
increase exposure to multiple drugs and consequently the risk of liver injury [<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref2">2</xref>]. The liver, as the central organ responsible for the 
biotransformation of antiretroviral and antituberculosis drugs, is particularly 
vulnerable to injury. Hepatic damage may manifest across a wide clinical 
spectrum, ranging from asymptomatic elevations of liver enzymes to severe forms 
of hepatic failure, complicating timely recognition and appropriate management 
[<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref4">4</xref>].</p>  
     <p>In the context of HIV&#x2013;TB coinfection, this risk is further amplified by 
polypharmacy, drug&#x2013;drug interactions, and the presence of comorbidities [<xref ref-type="bibr" rid="ref5">5</xref>]. In 
this setting, pharmacogenetics has emerged as a valuable tool to explain 
interindividual variability in treatment response and susceptibility to liver 
injury. However, its integration with systematic clinical and biochemical 
assessment of hepatotoxicity remains limited. This gap underscores the need for 
approaches that consider both components in a complementary manner [<xref ref-type="bibr" rid="ref1">1</xref>].</p>  
     <p>A literature search was conducted in PubMed, Embase, and Google Scholar to 
identify relevant publications addressing hepatotoxicity, HIV, tuberculosis, and 
pharmacogenetics [<xref ref-type="bibr" rid="ref6">6</xref>]. Priority was given to studies published within the past six 
years in order to capture the most recent advances in pharmacogenetics and 
drug-induced hepatotoxicity research.</p>  
     <p>Eligible publications included clinical studies, observational studies, 
systematic reviews, meta-analyses, and clinical practice guidelines that provided 
relevant clinical or mechanistic evidence related to hepatotoxicity in HIV and 
tuberculosis treatment. Studies not directly related to hepatotoxicity, 
pharmacogenetics, HIV, or tuberculosis, as well as articles lacking clinical 
relevance, were excluded. Seminal earlier references were included when necessary 
to provide historical or conceptual context.</p>  
     <p>The objective of this narrative review is to analyze the relevance of 
hepatotoxicity assessment in the context of HIV and tuberculosis 
pharmacogenetics, integrating the pathophysiological, clinical, and genetic 
aspects of this condition, and to discuss its implications for clinical practice 
and the development of personalized medicine strategies.</p>  
   </sec>  
<sec id="S2">
     <title>Drug-induced hepatotoxicity</title>  
    
    <sec id="S2_1"> 
       <title><italic>Definition</italic></title>  
       <p>Is a broad clinical concept that describes the presence of structural or 
functional liver abnormalities associated with exposure to drugs or other 
xenobiotics. In clinical practice, this term is used to refer to a continuous 
spectrum of liver injury, which may range from asymptomatic and transient 
elevations of aminotransferases to clinically significant hepatic lesions [<xref ref-type="bibr" rid="ref1">1</xref>].</p>  
       <p>DIH represents one of the leading causes of abnormal liver function tests and of 
treatment discontinuation or modification. In many clinical scenarios, 
particularly in settings characterized by polypharmacy or comorbidities, the 
identification of drug-induced hepatotoxicity allows a pragmatic approach to 
liver injury, even when it is not possible to definitively establish a direct 
causal relationship with a specific drug [<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref2">2</xref>].</p>  
     </sec>  
     <sec id="S2_2"> 
       <title><italic>Causes</italic></title> 
       <p>DIH is a multifactorial phenomenon resulting from the interaction between 
drug-related characteristics, host factors, and environmental conditions [<xref ref-type="bibr" rid="ref2">2</xref>]. 
Drug-related determinants include dose, duration of treatment, the formation of 
reactive metabolites during hepatic biotransformation, and the concomitant 
administration of multiple medications [<xref ref-type="bibr" rid="ref7">7</xref>]. As the primary organ responsible for 
xenobiotic metabolism, the liver is particularly vulnerable to these processes, 
which explains the high frequency of DIH in prolonged and combined treatment 
regimens, such as those used in HIV and tuberculosis [<xref ref-type="bibr" rid="ref3">3</xref>].</p>  
       <p>Host-dependent factors play a central role in individual susceptibility to 
hepatotoxicity [<xref ref-type="bibr" rid="ref4">4</xref>]. Variables such as age, sex, nutritional status, alcohol 
consumption, and the presence of comorbidities and coinfections have been 
consistently associated with an increased risk of liver injury [<xref ref-type="bibr" rid="ref8">8</xref>]. Within this 
context, genetic factors have gained particular relevance, as polymorphisms in 
genes encoding drug-metabolizing enzymes may alter the pharmacokinetics of 
antiretroviral and antituberculosis medications [<xref ref-type="bibr" rid="ref9">9</xref>], promoting the accumulation 
of hepatotoxic reactive metabolites and increasing the risk of hepatotoxicity, 
particularly in populations with a high burden of HIV&#x2013;TB coinfection.</p>  
     </sec>  
    <sec id="S2_3"> 
       <title><italic>Epidemiology</italic></title>  
       <p>The epidemiology of DIH is difficult to estimate accurately due to heterogeneity 
in diagnostic criteria, reporting systems, and the underdiagnosis of asymptomatic 
cases [<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref3">3</xref>]. At the population level, the annual incidence has been estimated to 
range from 2 to 20 cases per 100,000 inhabitants, with significant variation 
across geographic regions and clinical settings [<xref ref-type="bibr" rid="ref3">3</xref>]. Prospective studies have 
shown that the true incidence is considerably higher than that reported by 
pharmacovigilance systems, particularly among hospitalized patients and those 
exposed to prolonged or combined treatment regimens [<xref ref-type="bibr" rid="ref4">4</xref>].</p>  
       <p>In the specific context of tuberculosis, hepatotoxicity associated with 
antituberculosis drugs represents one of the most frequent adverse drug reactions 
worldwide [<xref ref-type="bibr" rid="ref8">8</xref>]. It has been reported that between 2% and 28% of patients 
receiving first-line treatment regimens develop some degree of hepatotoxicity, 
with isoniazid, rifampicin, and pyrazinamide being the most commonly implicated 
drugs [<xref ref-type="bibr" rid="ref8">8</xref>]. This wide variability in incidence is attributed to differences in 
study populations, treatment regimens, nutritional status, the presence of 
comorbidities, and individual genetic predisposition [<xref ref-type="bibr" rid="ref10">10</xref>].</p>  
       <p>Among patients with HIV, the prevalence of hepatotoxicity is higher than in the 
general population and increases significantly in the presence of tuberculosis 
coinfection [<xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref11">11</xref>]. Observational studies and meta-analyses have reported high 
prevalences of hepatotoxicity in people living with HIV, particularly during the 
early phases of antiretroviral or antituberculosis treatment [<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref12">12</xref>]. In HIV&#x2013;TB 
coinfection, polypharmacy, drug&#x2013;drug interactions, and alterations in hepatic 
metabolism contribute to an increased risk of liver injury, underscoring the 
importance of close clinical and biochemical monitoring in these patients from 
the initiation of therapy [<xref ref-type="bibr" rid="ref5">5</xref>].</p>  
     </sec>  
     <sec id="S2_4"> 
       <title><italic>Types</italic></title>  
       <p>DIH is classified, based on the pattern of biochemical abnormalities, into 
hepatocellular, cholestatic, or mixed types [<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref13">13</xref>]. This classification allows 
for a standardized clinical approach to patterns of liver damage, facilitating 
both diagnosis and severity assessment. The hepatocellular pattern is 
characterized by predominant elevations of aminotransferases, particularly 
alanine aminotransferase (ALT), and is associated with a higher risk of 
progression to acute liver failure [<xref ref-type="bibr" rid="ref13">13</xref>]. In contrast, the cholestatic pattern is 
defined by predominant elevations of alkaline phosphatase (ALP) and bilirubin 
levels and typically follows a more prolonged course, albeit with lower 
mortality. The mixed pattern is characterized by concomitant elevations of 
aminotransferases and ALP, reflecting combined mechanisms of hepatocellular and 
cholestatic injury [<xref ref-type="bibr" rid="ref13">13</xref>].</p>  
       <p>Objective classification of these patterns is achieved using the R ratio, which 
relates ALT and ALP levels to their respective upper limits of normality (ULN) 
[<xref ref-type="bibr" rid="ref2">2</xref>]. This approach has demonstrated clinical utility in standardizing 
classification and enabling comparison of results across epidemiological and 
clinical studies [<xref ref-type="bibr" rid="ref3">3</xref>].</p>  
       <p>In patients with HIV and TB infection, hepatotoxicity patterns may vary 
depending on the implicated drug, the presence of concomitant treatments, and 
individual host-related factors. Antituberculosis drugs are more frequently 
associated with hepatocellular and mixed patterns, whereas certain antiretroviral 
agents may induce variable patterns of liver injury, underscoring the importance 
of systematic biochemical evaluation for accurate characterization of hepatic 
damage [<xref ref-type="bibr" rid="ref12">12</xref>].</p>  
     </sec>  
   </sec>  
  <sec id="S3">
     <title>Pathophysiological and molecular mechanisms of hepatotoxicity</title>  
     <p>DIH results from a complex interaction between hepatic drug metabolism and host 
cellular and immunological responses (Fig. <xref ref-type="fig" rid="F1">1</xref>). Many medications require hepatic 
biotransformation for elimination through phase I and/or phase II metabolic 
pathways, processes that may generate reactive metabolites capable of inducing 
cellular stress, mitochondrial dysfunction, and direct hepatocellular injury [<xref ref-type="bibr" rid="ref7">7</xref>]. 
These events can activate cell death pathways, such as apoptosis or necrosis, and 
trigger an inflammatory response that amplifies liver damage [<xref ref-type="bibr" rid="ref2">2</xref>].</p>  


<fig id="F1" orientation="portrait" position="float">
<label>Figure 1:</label>
<caption><p><bold>Pathophysiological and molecular mechanisms of drug-induced 
hepatotoxicity.</bold> Hepatic biotransformation of drugs may generate reactive 
metabolites that induce mitochondrial dysfunction, oxidative stress, and 
activation of cell death pathways. In idiosyncratic hepatotoxicity, the formation 
of neoantigens triggers immune-mediated responses. Genetic factors modulate 
susceptibility to liver injury. The release of aminotransferases, particularly 
alanine aminotransferase (ALT), reflects hepatocellular damage. CYP450: 
Cytochrome P450; NAT2: N-acetyltransferase 2; ALT: Alanine aminotransferase; AST: 
Aspartate aminotransferase; IL-6: Interleukin-6; TNF-&#x3B1;: Tumor necrosis 
factor alpha. Source: Own elaboration, with images from 
<ext-link ext-link-type="uri" xlink:href="https://bioart.niaid.nih.gov/">bioart.niaid.nih.gov</ext-link>.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://jrenhep.com/article/download/259/version/234/386/2795/fig1.jpg"/>
</fig>



     <p>In addition to direct toxicity, immune-mediated mechanisms play a key role in 
DIH. In these cases, drug metabolites may bind to hepatic proteins, forming 
neoantigens that activate the adaptive immune response. T-lymphocyte activation 
and the release of proinflammatory cytokines contribute to the progression of 
liver injury, helping to explain the marked interindividual variability in 
clinical presentation and disease duration [<xref ref-type="bibr" rid="ref3">3</xref>].</p>  
     <p>At the molecular level, genetic factors significantly influence susceptibility 
to hepatotoxicity. Variants in genes encoding drug-metabolizing enzymes and 
proteins involved in oxidative stress, endoplasmic reticulum stress responses, 
and mitochondrial function may modify the liver&#x2019;s capacity to detoxify drugs [<xref ref-type="bibr" rid="ref9">9</xref>]. 
This provides a mechanistic basis for the relevance of pharmacogenetics in 
identifying individuals at increased risk of hepatotoxicity, particularly in 
prolonged and combined treatment regimens, such as those used for HIV and 
tuberculosis.</p>  
     <p>At the cellular level, aminotransferases, particularly ALT and aspartate 
aminotransferase (AST), are enzymes predominantly localized in the cytosol and, 
in the case of AST, also in the mitochondria of hepatocytes. During drug-induced 
hepatotoxicity, cellular injury mechanisms (including mitochondrial dysfunction, 
oxidative stress, and activation of cell death pathways) disrupt hepatocellular 
membrane integrity, facilitating the release of these enzymes into the systemic 
circulation [<xref ref-type="bibr" rid="ref7">7</xref>]. Consequently, elevated serum aminotransferase levels serve as an 
indirect reflection of hepatocellular damage. In particular, predominant ALT 
elevation is closely associated with the hepatocellular pattern of injury, given 
its greater hepatic specificity, which explains its widespread use as a key 
biochemical marker for the identification and characterization of DIH [<xref ref-type="bibr" rid="ref13">13</xref>].</p>  
   </sec>  
  <sec id="S4">
     <title>Distinguishing drug-induced hepatotoxicity from drug-induced liver 
injury (DILI)</title>  
     <p>DILI is a specific diagnostic entity that encompasses liver injury attributable 
to the use of medications administered at therapeutic doses and is considered a 
diagnosis of exclusion [<xref ref-type="bibr" rid="ref2">2</xref>]. Its identification requires the systematic exclusion 
of other causes of liver injury, such as viral hepatitis, autoimmune diseases, 
metabolic liver disorders, or biliary obstruction. DILI may occur after variable 
drug exposure and exhibits marked clinical and biochemical heterogeneity, which 
complicates its timely recognition in clinical practice [<xref ref-type="bibr" rid="ref3">3</xref>]. In this sense, DILI 
represents a clinically defined form of drug-induced hepatotoxicity, 
characterized by the application of more stringent biochemical, temporal, and 
causality criteria. Therefore, while all cases of DILI involve drug-induced 
hepatotoxicity, not all manifestations of drug-induced hepatotoxicity meet the 
clinical and biochemical criteria required to be classified as DILI [<xref ref-type="bibr" rid="ref1">1</xref>].</p>  
     <p>From a clinical perspective, DILI is classified as intrinsic or idiosyncratic 
[<xref ref-type="bibr" rid="ref2">2</xref>]. The intrinsic form is generally predictable, dose-dependent, and 
characterized by a short latency period, whereas the idiosyncratic form is 
unpredictable, not dose-dependent, and exhibits variable latency. The latter is 
the most common in clinical settings and is influenced by individual factors, 
including genetic determinants and immune-mediated responses, which explains the 
marked interindividual variability in its presentation and clinical course [<xref ref-type="bibr" rid="ref9">9</xref>].</p>  
     <p>In the context of prolonged and combined treatment regimens, such as those used 
for HIV and tuberculosis, the identification of cases fulfilling DILI criteria is 
of particular clinical relevance due to the difficulty in determining the 
causative drug and the therapeutic implications of discontinuing or modifying 
essential treatment regimens [<xref ref-type="bibr" rid="ref5">5</xref>]. In these scenarios, DILI represents a 
diagnostic and therapeutic challenge that requires systematic and standardized 
evaluation to minimize the risk of progression to severe liver injury and to 
optimize treatment continuity.</p>  
   </sec>  
<sec id="S5"> 
     <title>Evaluation of drug-induced hepatotoxicity</title>  
     <p>DIH is determined by the presence of liver injury associated with exposure to 
one or more drugs, identified through biochemical abnormalities, without the need 
for formal establishment of causality [<xref ref-type="bibr" rid="ref1">1</xref>]. Unlike DILI, which requires 
attribution of liver injury to a specific drug, hepatotoxicity may occur across 
multiple clinical contexts [<xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref15">15</xref>]. In clinical studies, hepatotoxicity has 
historically been defined using operational biochemical criteria. In this regard, 
the Division of Acquired Immunodeficiency Syndrome (DAIDS) of the National 
Institutes of Health (NIH) developed standardized criteria for the identification 
and classification of hepatotoxicity in clinical trials, with the aim of 
harmonizing the assessment of liver injury severity [<xref ref-type="bibr" rid="ref16">16</xref>].</p>  
     <p>Initial evaluation includes measurement of ALT, AST, ALP, gamma-glutamyl 
transferase (GGT), and bilirubin levels in order to detect and characterize liver 
injury at an early stage [<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref15">15</xref>]. In populations exposed to polypharmacy, 
substance use, comorbidities, and coinfections it is often difficult or 
impossible to establish causality (DILI); therefore, assessment of drug-induced 
hepatotoxicity becomes essential for the detection, classification, and 
prevention of liver injury [<xref ref-type="bibr" rid="ref1">1</xref>].</p>  
     <p>According to DAIDS criteria, elevations exceeding 1.25 times the ULN constitute 
the threshold for defining hepatotoxicity, primarily using aminotransferases 
(particularly ALT) as initial markers of hepatocellular injury [<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref16">16</xref>]. The 
severity of liver injury can be graded based on the magnitude of enzyme 
elevation, allowing classification into grade I (mild), grade II (moderate), 
grade III (severe), and grade IV (potentially life-threatening) toxicity [<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref16">16</xref>]. In addition, the R ratio enables classification of the pattern of liver 
injury as hepatocellular, cholestatic, or mixed, providing a standardized 
framework for biochemical interpretation of hepatic damage [<xref ref-type="bibr" rid="ref13">13</xref>].</p>  
     <p>To establish a causal relationship between a suspected drug and liver injury, 
particularly in cases of clinically significant damage, the use of structured 
methods such as the Roussel Uclaf Causality Assessment Method (RUCAM) is 
recommended [<xref ref-type="bibr" rid="ref2">2</xref>]. This scale, specifically developed for the evaluation of DILI, 
integrates clinical, biochemical, and temporal variables, including the course 
after drug withdrawal, exclusion of alternative causes, and prior evidence of 
hepatotoxicity associated with the specific drug [<xref ref-type="bibr" rid="ref17">17</xref>]. Therefore, RUCAM 
constitutes a key tool for differentiating nonspecific biochemical elevations 
from cases that fulfill formal DILI criteria.</p>  
   </sec>  
 <sec id="S6">
     <title>Hepatotoxicity in HIV</title>  
     <p>Hepatotoxicity in patients with HIV is a frequent and multifactorial event, 
associated both with the use of antiretroviral drugs and with host-related 
factors. Several antiretroviral agents may induce elevations in liver enzymes 
through direct or idiosyncratic mechanisms, particularly during the initial 
phases of treatment or following regimen changes [<xref ref-type="bibr" rid="ref11">11</xref>]. In addition, factors such 
as HIV-associated chronic inflammation, the presence of viral hepatitis 
coinfections, alcohol consumption, and other metabolic comorbidities increase 
susceptibility to liver injury. In this context, hepatotoxicity may compromise 
adherence to and continuity of antiretroviral therapy, with clinically relevant 
implications for patient outcomes [<xref ref-type="bibr" rid="ref18">18</xref>].</p>  
   </sec>  
  <sec id="S7">
     <title>Hepatotoxicity in tuberculosis</title>  
     <p>In tuberculosis, DIH related to antituberculosis therapy represents one of the 
most important adverse drug reactions. Isoniazid, rifampicin, and pyrazinamide 
are the main drugs implicated, and hepatotoxicity typically occurs during the 
first weeks or months of treatment [<xref ref-type="bibr" rid="ref19">19</xref>]. The incidence and severity vary widely 
across populations and are influenced by factors such as age, nutritional status, 
alcohol consumption, and genetic predisposition. In particular, interindividual 
variability in isoniazid metabolism partially explains differences in the risk of 
developing hepatotoxicity during antituberculosis treatment [<xref ref-type="bibr" rid="ref20">20</xref>].</p>  
   </sec>  
  <sec id="S8">
     <title>Hepatotoxicity in HIV-tuberculosis coinfection</title>  
     <p>Hepatotoxicity in patients with HIV&#x2013;TB coinfection represents a clinical 
scenario of particular complexity due to simultaneous exposure to prolonged and 
potentially hepatotoxic treatment regimens, as well as to clinically relevant 
drug&#x2013;drug interactions [<xref ref-type="bibr" rid="ref5">5</xref>]. Rifampicin, a cornerstone of antituberculosis 
therapy, acts as a potent inducer of cytochrome P450 enzymes, including 
cytochrome P450 3A4 (CYP3A4) and cytochrome P450 2B6 (CYP2B6), which can alter 
the pharmacokinetics of several antiretroviral agents [<xref ref-type="bibr" rid="ref21">21</xref>].</p>  
     <p>However, recent studies have demonstrated that enzyme induction does not always 
translate into increased antiretroviral clearance, as coadministration of 
isoniazid and genetic variability in drug-metabolizing enzymes may counterbalance 
these effects. The risk of hepatotoxicity in people living with HIV exposed to 
preventive or therapeutic tuberculosis regimens is influenced by both the 
antiretroviral regimen and patient-specific genetic factors. This suggests that 
drug metabolism in coinfected patients is determined by a complex interaction 
between pharmacological and genetic determinants, with direct implications for 
the monitoring and management of liver damage [<xref ref-type="bibr" rid="ref22">22</xref>].</p>  
   </sec>  
  <sec id="S9">
     <title>Pharmacogenetic causes of hepatotoxicity</title>  
     <p>Drug-induced hepatotoxicity (DIH) exhibits marked interindividual variability 
that cannot be explained solely by clinical, environmental, or treatment-related 
factors, highlighting the central role of pharmacogenetics. Genetic variants in 
enzymes involved in hepatic biotransformation may modify drug metabolism rates, 
promote the accumulation of reactive metabolites, and impair detoxification 
mechanisms, thereby increasing susceptibility to hepatotoxicity [<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref24">24</xref>]. In 
particular, cytochrome P450 (CYP450) enzymes play a fundamental role in phase I 
metabolism of a wide range of drugs used in clinical practice [<xref ref-type="bibr" rid="ref25">25</xref>], and 
polymorphisms in genes encoding these enzymes have been shown to contribute 
significantly to variability in drug response and toxicity, especially in complex 
therapeutic regimens such as those used for HIV and tuberculosis [<xref ref-type="bibr" rid="ref26">26</xref>]. <xref ref-type="table" rid="T1">Table 1</xref> 
(Ref. [<xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref27">27</xref>, <xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref30">30</xref>, <xref ref-type="bibr" rid="ref31">31</xref>]) summarizes the main pharmacogenetically relevant 
polymorphisms involved in HIV and tuberculosis treatment and their associated 
clinical effects.</p>  
     

<table-wrap id="T1" orientation="portrait" position="float">
<label>Table 1.</label>
<caption>
<p>Pharmacogenetically relevant variants associated with 
variability in drug response and hepatotoxicity risk in tuberculosis and HIV 
treatment.</p></caption>

<table frame="border" rules="all">
<thead valign="top">
<tr> 
<th align="left" colspan="2">Drug</th> 
<th align="center">Gene/Protein</th> 
<th align="center">Variant</th> 
<th align="center">rsID</th> 
<th align="center">Functional phenotype</th> 
<th align="center">Main clinical effect</th> 
<th align="center">Global allele frequency</th> 
<th align="center">Variant type</th> 
<th align="center">Change</th> 
<th align="center">Position (GRCh38)</th></tr> 
</thead>
<tbody valign="top">
<tr> 
<th align="left" colspan="11">Tuberculosis</th></tr> 
<tr> 
<td/> 
<td align="left">Isoniazid</td> 
<td align="center"><italic>NAT2</italic></td> 
<td align="center">5*</td> 
<td align="center">rs1801280</td> 
<td align="center">Slow acetylator</td> 
<td align="center">&#x2191; Risk of hepatotoxicity [<xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref27">27</xref>]</td> 
<td align="center">~38%</td> 
<td align="center">Missense SNP</td> 
<td align="center">T &gt; C</td> 
<td align="center">chr8: 18400344</td></tr> 
<tr> 
<td/> 
<td align="left">Isoniazid</td> 
<td align="center"><italic>NAT2</italic></td> 
<td align="center">6*</td> 
<td align="center">rs1799930</td> 
<td align="center">Slow acetylator</td> 
<td align="center">&#x2191; Risk of hepatotoxicity [<xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref27">27</xref>]</td> 
<td align="center">~28%</td> 
<td align="center">Missense SNP</td> 
<td align="center">G &gt; A</td> 
<td align="center">chr8: 18400593</td></tr> 
<tr> 
<td/> 
<td align="left">Rifampicin</td> 
<td align="center">OATP1B1 (<italic>SLCO1B1</italic>)</td> 
<td align="center">-</td> 
<td align="center">rs4149032</td> 
<td align="center">Altered hepatic transport</td> 
<td align="center">&#x2193; Rifampicin exposure [<xref ref-type="bibr" rid="ref28">28</xref>]</td> 
<td align="center">~37%</td> 
<td align="center">Intron variant</td> 
<td align="center">C &gt; T</td> 
<td align="center">chr12: 21164857</td></tr> 
<tr> 
<td align="left" colspan="11">HIV</td></tr> 
<tr> 
<td/> 
<td align="left">Efavirenz</td> 
<td align="center"><italic>CYP2B6</italic></td> 
<td align="center">6*</td> 
<td align="center">rs3745274</td> 
<td align="center">Slow metabolizer</td> 
<td align="center">&#x2191; EFV exposure/hepatic and CNS toxicity [<xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref30">30</xref>]</td> 
<td align="center">~26%</td> 
<td align="center">Missense SNP</td> 
<td align="center">G &gt; T</td> 
<td align="center">chr19: 41006936</td></tr> 
<tr> 
<td/> 
<td align="left">Efavirenz/Nevirapine</td> 
<td align="center"><italic>CYP2B6</italic></td> 
<td align="center">18*</td> 
<td align="center">rs28399499</td> 
<td align="center">Slow metabolizer</td> 
<td align="center">&#x2191; Exposure and toxicity [<xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref29">29</xref>]</td> 
<td align="center">~2%</td> 
<td align="center">Missense SNP</td> 
<td align="center">T &gt; C</td> 
<td align="center">chr19: 41012316</td></tr> 
<tr> 
<td/> 
<td align="left">Dolutegravir</td> 
<td align="center"><italic>UGT1A1</italic></td> 
<td align="center">28*</td> 
<td align="center">rs3064744</td> 
<td align="center">Reduced glucuronidation</td> 
<td align="center">&#x2191; Bilirubin/jaundice [<xref ref-type="bibr" rid="ref31">31</xref>]</td> 
<td align="center">~30%</td> 
<td align="center">Intron variant</td> 
<td align="center">TA</td> 
<td align="center">chr2: 233760234&#x2013;233760248</td></tr> 
<tr> 
<td/> 
<td align="left">Dolutegravir</td> 
<td align="center"><italic>AADAC</italic></td> 
<td align="center">-</td> 
<td align="center">rs1803155</td> 
<td align="center">Reduced hydrolysis</td> 
<td align="center">&#x2191; Dolutegravir exposure [<xref ref-type="bibr" rid="ref31">31</xref>]</td> 
<td align="center">Variable</td> 
<td align="center">Missense SNP</td> 
<td align="center">G &gt; A</td> 
<td align="center">chr3: 151827813</td></tr> 
<tr> 
<td/> 
<td align="left">ARV/TB (Rifampicin, efavirenz)</td> 
<td align="center">PXR (<italic>NR1I2</italic>)</td> 
<td align="center">-</td> 
<td align="center">rs2472677</td> 
<td align="center">Altered transcriptional regulation</td> 
<td align="center">Alters CYP and transporter expression [<xref ref-type="bibr" rid="ref28">28</xref>]</td> 
<td align="center">~44%</td> 
<td align="center">Intron variant</td> 
<td align="center">C &gt; T</td> 
<td align="center">chr3: 119799570</td></tr> 
</tbody> 
</table>
<table-wrap-foot>
<fn id="TF1-1"><p><italic>NAT2</italic>: N-acetyltransferase 2; <italic>CYP2B6</italic>: Cytochrome P450 2B6; 
<italic>UGT1A1</italic>: UDP-glucuronosyltransferase 1A1; <italic>AADAC</italic>: arylacetamide 
deacetylase; PXR (<italic>NR1I2</italic>): pregnane X receptor; <italic>SLCO1B1</italic> 
(OATP1B1): solute carrier organic anion transporter family member 1B1; 
EFV: efavirenz; CNS: central nervous system; ARV: antiretroviral; TB: 
tuberculosis; SNP: single nucleotide polymorphism; GRCh38: Genome Reference Consortium Human Build 38; HIV: Human Immunodeficiency 
Virus.</p></fn></table-wrap-foot>
</table-wrap>


     <p>In tuberculosis treatment, N-acetyltransferase 2 (NAT2) represents one of the 
most relevant pharmacogenetic determinants of hepatotoxicity (Fig. <xref ref-type="fig" rid="F2">2</xref>) 
[<xref ref-type="bibr" rid="ref32">32</xref>]. Polymorphisms in the <italic>NAT2</italic> gene define slow, intermediate, or rapid 
acetylator phenotypes, directly influencing isoniazid metabolism and, 
consequently, systemic exposure to the drug and its potentially hepatotoxic 
metabolites [<xref ref-type="bibr" rid="ref33">33</xref>, <xref ref-type="bibr" rid="ref34">34</xref>]. Multiple studies have consistently identified that carriers 
of <italic>NAT2</italic> variants associated with slow acetylation, particularly 
<italic>NAT2*5</italic> (rs1801280, <italic>c.341T</italic>&gt;<italic>C</italic>) and <italic>NAT2*6</italic> (rs1799930, <italic>c.590G</italic>&gt;<italic>A</italic>), have a higher risk of significant ALT 
elevations and clinically relevant hepatotoxicity during antituberculosis 
treatment [<xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref27">27</xref>]. Accordingly, dose adjustment strategies based on 
patient-specific factors, including acetylator phenotype, have been proposed 
[<xref ref-type="bibr" rid="ref35">35</xref>].</p>  

<fig id="F2" orientation="portrait" position="float">
<label>Figure 2:</label>
<caption><p><bold>Predicted three-dimensional structure of human 
N-acetyltransferase 2 (NAT2) obtained from the AlphaFold Protein Structure 
Database (entry AF-P11245-F1).</bold> The structure illustrates the global 
conformation of the enzyme involved in isoniazid acetylation, whose activity may 
be altered by genetic polymorphisms associated with an increased risk of 
hepatotoxicity. Source: Varadi M, Anyango S, Deshpande M, Nair S, 
Natassia C, Yordanova G, <italic>et al</italic>. AlphaFold Protein Structure Database: 
massively expanding the structural coverage of protein-sequence space with 
high-accuracy models. Nucleic Acids Research. 2022; 50(D1): D439&#x2013;D444. Data 
available under a Creative Commons Attribution 4.0 (CC BY 4.0) license.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://jrenhep.com/article/download/259/version/234/386/2796/fig2.jpg"/>
</fig>

     <p>More recently, clinical evidence has expanded this paradigm by demonstrating 
that rapid acetylator phenotypes may also have adverse clinical implications 
[<xref ref-type="bibr" rid="ref36">36</xref>]. In patients with tuberculosis treated with isoniazid-based regimens, rapid 
NAT2 acetylators have been associated with lower drug exposure and an increased 
risk of unfavorable outcomes, including higher one-year mortality, particularly 
in the context of isoniazid resistance (hazard ratio 1.7&#x2013;4.6) [<xref ref-type="bibr" rid="ref36">36</xref>]. Reduced 
plasma exposure to isoniazid in rapid acetylators, mostly in the presence of drug 
resistance, may contribute to higher mycobacterial burden and poorer clinical 
outcomes, including increased mortality.</p>  
     <p>In patients with HIV, and particularly in those with HIV&#x2013;tuberculosis 
coinfection, pharmacogenetics acquires additional complexity due to the 
interaction of multiple metabolic pathways, enzyme induction and inhibition, and 
polypharmacy [<xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref38">38</xref>]. Among the most extensively studied determinants, 
cytochrome CYP2B6 stands out as a key regulator of exposure to efavirenz and 
nevirapine [<xref ref-type="bibr" rid="ref39">39</xref>, <xref ref-type="bibr" rid="ref40">40</xref>]. Polymorphisms such as <italic>CYP2B6*6</italic> (rs3745274, 
<italic>c.516G</italic>&gt;<italic>T</italic>), especially when combined with other functional variants, 
have been consistently associated with elevated plasma efavirenz concentrations 
and an increased risk of toxicity, including hepatotoxicity [<xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref30">30</xref>]. 
Pharmacokinetic studies in coinfected populations have shown that slow 
metabolizers exhibit significantly higher efavirenz exposure, even during 
coadministration with rifampicin and isoniazid, due to inhibition of alternative 
metabolic pathways such as cytochrome P450 2A6 (CYP2A6) by isoniazid, which may 
partially counterbalance the enzyme induction exerted by rifampicin [<xref ref-type="bibr" rid="ref30">30</xref>]. This 
places pharmacogenetic factors as key determinants of efavirenz exposure and 
toxicity in specific clinical scenarios [<xref ref-type="bibr" rid="ref41">41</xref>].</p>  
     <p>For dolutegravir, plasma concentrations are influenced not only by rifampicin 
coadministration but also by polymorphisms in enzymes such as 
UDP-glucuronosyltransferase 1A1 (<italic>UGT1A1</italic>, rs3064744, 7 <italic>TA</italic> repeats) and 
arylacetamide deacetylase (<italic>AADAC</italic>, rs1803155, 
<italic>c.841G</italic>&gt;<italic>A</italic>), which have been associated with increased drug 
exposure [<xref ref-type="bibr" rid="ref31">31</xref>]. In addition, variants in regulatory genes involved in drug 
metabolism, such as <italic>NR1I2</italic> (pregnane X receptor, PXR) rs2472677 
(<italic>g.24087C</italic>&gt;<italic>T</italic>) and hepatic transporter genes, including 
<italic>SLCO1B1</italic> (solute carrier organic anion transporter family member 1B1) 
rs4149032 (<italic>g.38664C</italic>&gt;<italic>T</italic>), have been shown to independently or 
jointly modulate exposure to antituberculosis and antiretroviral drugs [<xref ref-type="bibr" rid="ref28">28</xref>]. In 
African cohorts with HIV&#x2013;TB coinfection, PXR polymorphisms have been associated 
with poorer clinical outcomes, including increased mortality, suggesting that 
transcriptional regulation of hepatic enzymes and transporters plays a relevant 
role in interindividual variability beyond classical cytochrome pathways [<xref ref-type="bibr" rid="ref28">28</xref>].</p>  
     <p>Taken together, this body of evidence supports that the risk of hepatotoxicity 
in people living with HIV exposed to isoniazid and antiretroviral therapy is 
determined by a complex interaction between therapeutic regimens and 
pharmacogenetic factors, with direct implications for clinical monitoring, risk 
stratification, and the development of personalized medicine strategies [<xref ref-type="bibr" rid="ref22">22</xref>].</p>  
   </sec>  
 <sec id="S10"> 
     <title>Pharmacogenetically relevant phenotypes</title>  
     <p>In HIV&#x2013;TB coinfection, the pharmacogenetic phenotypes of highest clinical 
relevance are those that determine increased or decreased exposure to key drugs 
and, consequently, a higher risk of toxicity, therapeutic failure, or the need 
for dose adjustments [<xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref43">43</xref>]. In tuberculosis, the NAT2 slow acetylator 
phenotype, derived from allelic combinations of <italic>NAT2*5</italic>, <italic>*6</italic>, 
<italic>*7</italic>, and <italic>*14</italic>, is associated with increased isoniazid exposure 
and a higher incidence of hepatotoxicity, making it a priority phenotype for risk 
stratification and early biochemical monitoring [<xref ref-type="bibr" rid="ref27">27</xref>, <xref ref-type="bibr" rid="ref33">33</xref>, <xref ref-type="bibr" rid="ref43">43</xref>]. Conversely, rapid 
acetylators represent a subgroup at risk of underexposure and unfavorable 
clinical outcomes, reinforcing the need to consider pharmacogenetics not only as 
a tool for toxicity prevention but also for optimization of therapeutic efficacy 
[<xref ref-type="bibr" rid="ref36">36</xref>].</p>  
     <p>Within the antiretroviral component, slow metabolizer phenotypes for efavirenz 
and nevirapine, primarily associated with variants such as <italic>CYP2B6*6</italic> 
(rs3745274, <italic>c.516G</italic>&gt;<italic>T</italic>) and <italic>*18</italic> (rs28399499, 
<italic>c.983T</italic>&gt;<italic>C</italic>) are linked to elevated plasma concentrations and an 
increased likelihood of toxicity, particularly in coinfection settings and during 
coadministration with antituberculosis drugs [<xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref29">29</xref>]. Additional phenotypes 
derived from variants in regulatory genes (<italic>e.g.</italic>, PXR) or transporter 
genes (<italic>e.g.</italic>, SLCO1B1) may further modulate exposure to antiretrovirals 
or rifamycins, generating complex drug&#x2013;gene&#x2013;drug interaction scenarios that 
account for part of the variability observed in clinical practice [<xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref44">44</xref>]. Taken 
together, identification of these pharmacogenetic phenotypes enables 
conceptualization of clinical heterogeneity in patients with HIV&#x2013;TB and supports 
a pharmacovigilance and individualized dosing approach targeted toward subgroups 
with increased genetic susceptibility [<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref22">22</xref>].</p>  
   </sec>  
  <sec id="S11">
     <title>Clinical complications</title>  
     <p>DIH may lead to a wide spectrum of clinical complications, ranging from 
transient biochemical abnormalities to severe, life-threatening liver damage, 
including clinically overt acute hepatitis, prolonged cholestasis, hepatic 
insufficiency, and, in rare cases, fulminant liver failure [<xref ref-type="bibr" rid="ref3">3</xref>]. In addition, the 
occurrence of hepatotoxicity often necessitates the discontinuation or 
modification of essential therapeutic regimens, which may compromise treatment 
efficacy, promote disease relapse, and increase the risk of adverse clinical 
outcomes. These complications are particularly relevant in settings of prolonged 
or combined therapy, where interruption of the implicated drug represents a 
significant therapeutic challenge and may be associated with a poorer clinical 
prognosis [<xref ref-type="bibr" rid="ref2">2</xref>].</p>
   </sec>  
<sec id="S12" sec-type="conclusions">
     <title>Conclusions</title>  
     <p>Drug-induced hepatotoxicity remains a clinically relevant complication in the 
management of patients with HIV, tuberculosis, and HIV&#x2013;tuberculosis coinfection. 
Current evidence supports that systematic clinical and biochemical monitoring 
continues to represent the cornerstone of hepatotoxicity assessment, through 
periodic evaluation of liver enzymes and the application of standardized 
hepatotoxicity criteria. Within this framework, pharmacogenetics emerges as a 
highly valuable complementary tool, enabling the identification of patient 
subgroups with increased susceptibility to liver injury, particularly in relation 
to polymorphisms in genes such as <italic>NAT2</italic> and <italic>CYP2B6</italic>. In certain 
situations, such as resource-limited settings, pharmacogenetic testing may not be 
routinely available; however, clinical and biochemical monitoring strategies 
based on liver enzyme assessment remain essential for clinicians in the early 
detection and management of hepatotoxicity. The integrated evaluation of these 
elements provides a more precise and preventive approach to the detection and 
management of hepatotoxicity, with the potential to optimize therapeutic safety 
and advance personalized medicine strategies in vulnerable populations.</p>  
   </sec>  
  
</body>
<back>
<ack>

   
  <sec id="S13">  
      
     <title>Availability of data and materials</title>  
     <p>Not applicable.</p>  
   </sec>  
   <sec id="S14">  
   
     <title>Author contributions</title>  
     <p>YLB&#x2014;conceptualization, manuscript design, and editing. JRCM and 
GRU&#x2014;manuscript drafting. All authors contributed to manuscript revision and 
approved the final version.</p>  
   </sec>  
   <sec id="S15">  
    
     <title>Ethics approval and consent to participate</title>  
     <p>This study is a narrative review and did not involve human participants or 
identifiable data; therefore, informed consent is not applicable, and ethics 
committee approval was not required.</p>  
   </sec>  
   <sec id="S16">  
   
     <title>Acknowledgment</title>  
     <p>Not applicable.</p>  
   </sec>  
   <sec id="S17">  
   
     <title>Funding</title>  
     <p>This research received no external funding.</p>  
   </sec>  
   <sec id="S18">  
   
     <title>Conflict of interest</title>  
     <p>The authors declare no conflict of interest.</p>  
   </sec>  
 


</ack>   
   
   
   <fn-group>
<fn id="fn1"><p><italic>How to cite:</italic> Yair Lara-Blanco, José R. Chavez-Méndez, Genaro Rodríguez-Uribe. Integrating hepatotoxicity monitoring with pharmacogenetics in HIV and tuberculosis treatment: a narrative review. Journal of Renal and Hepatic Disorders. 2026; 10(1): 4-13. doi: 10.63268/jrenhp.v10i1.259.</p></fn></fn-group>

   <ref-list>  
     
   
   <ref id="ref1"><label>1.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Cho FN, Achidi EA, Enoh JE, Pallerla SR, Linh LTK, Tong HV</name></string-name></person-group>, <italic> et al</italic>.<article-title> Drug-induced hepatotoxicity and association with slow acetylation variants <italic>NAT2*5</italic> and <italic>NAT2*6</italic> in Cameroonian patients with tuberculosis and HIV co-infection.</article-title><source> BMC Infectious Diseases</source>. <year>2024</year>; <volume>24</volume>: <page>759</page>. </mixed-citation></ref>
<ref id="ref2"><label>2.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Andrade RJ, Chalasani N, Björnsson ES, Suzuki A, Kullak-Ublick GA, Watkins PB</name></string-name></person-group>, <italic> et al</italic>.<article-title> Drug-induced liver injury.</article-title><source> Nature Reviews Disease Primers</source>. <year>2019</year>; <volume>5</volume>: <page>58</page>. </mixed-citation></ref>
<ref id="ref3"><label>3.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Wang Y, Xie W</name></string-name></person-group>.<article-title> Drug-induced liver injury: an overview and update.</article-title><source> Gastroenterology &amp; Endoscopy</source>. <year>2023</year>; <volume>1</volume>: <fpage>102</fpage>&#x2013;<lpage>109</lpage>. </mixed-citation></ref>
<ref id="ref4"><label>4.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Suzuki A, Chen M</name></string-name></person-group>.<article-title> Epidemiology and risk determinants of drug-induced liver injury: current knowledge and future research needs.</article-title><source> Liver International</source>. <year>2025</year>; <volume>45</volume>: <page>e16146</page>. </mixed-citation></ref>
<ref id="ref5"><label>5.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Meintjes G, Maartens G</name></string-name></person-group>.<article-title> HIV-associated tuberculosis.</article-title><source> The New England Journal of Medicine</source>. <year>2024</year>; <volume>391</volume>: <fpage>343</fpage>&#x2013;<lpage>355</lpage>. </mixed-citation></ref>
<ref id="ref6"><label>6.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Dhillon P</name></string-name></person-group>.<article-title> How to write a good scientific review article.</article-title><source> The FEBS Journal</source>. <year>2022</year>; <volume>289</volume>: <fpage>3592</fpage>&#x2013;<lpage>3602</lpage>. </mixed-citation></ref>
<ref id="ref7"><label>7.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Skat-Rørdam J, Lykkesfeldt J, Gluud LL, Tveden-Nyborg P</name></string-name></person-group>.<article-title> Mechanisms of drug induced liver injury.</article-title><source> Cellular and Molecular Life Sciences</source>. <year>2025</year>; <volume>82</volume>: <page>213</page>. </mixed-citation></ref>
<ref id="ref8"><label>8.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Kumar A, Patel R, Kumar S, Kumar R</name></string-name></person-group>.<article-title> Antituberculosis drugs-induced hepatotoxicity: an update.</article-title><source> Tropical Gastroenterology</source>. <year>2024</year>; <volume>45</volume>: <fpage>125</fpage>&#x2013;<lpage>133</lpage>. </mixed-citation></ref>
<ref id="ref9"><label>9.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Daly AK</name></string-name></person-group>.<article-title> Genetics of drug-induced liver injury: current knowledge and future prospects.</article-title><source> Clinical and Translational Science</source>. <year>2023</year>; <volume>16</volume>: <fpage>37</fpage>&#x2013;<lpage>42</lpage>. </mixed-citation></ref>
<ref id="ref10"><label>10.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Nyangwara V, Waja Z, Thelingwani R, Osman R, Pretorius Z, Majoro K</name></string-name></person-group>, <italic> et al</italic>.<article-title> Incidence and associated risk factors of antituberculosis drug-induced liver injury among TB patients.</article-title><source> BMC Infectious Diseases</source>. <year>2025</year>; <volume>25</volume>: <page>1400</page>. </mixed-citation></ref>
<ref id="ref11"><label>11.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Bekker LG, Beyrer C, Mgodi N, Lewin SR, Delany-Moretlwe S, Taiwo B</name></string-name></person-group>, <italic> et al</italic>.<article-title> HIV infection.</article-title><source> Nature Reviews Disease Primers</source>. <year>2023</year>; <volume>9</volume>: <page>42</page>. </mixed-citation></ref>
<ref id="ref12"><label>12.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Mohammed O, Alemayehu E, Bisetegn H, Tilahun M, Gedefie A, Ebrahim E</name></string-name></person-group>, <italic> et al</italic>.<article-title> Prevalence of hepatotoxicity among HIV-infected patients in Ethiopia: a systematic review and meta-analysis.</article-title><source> BMC Infectious Diseases</source>. <year>2022</year>; <volume>22</volume>: <page>826</page>. </mixed-citation></ref>
<ref id="ref13">
<label>13.</label>
<mixed-citation publication-type="book">
<person-group person-group-type="author">
<string-name>
<name>NIH</name></string-name></person-group>. 
<source>LiverTox: clinical and research information on drug-induced liver injury</source>. 
<publisher>National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK)</publisher>: 
<city>Bethesda (MD)</city>.
<year>2019</year>.</mixed-citation></ref>
<ref id="ref14"><label>14.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Andrade RJ, Chalasani N, Björnsson ES, Suzuki A, Kullak-Ublick GA, Watkins PB</name></string-name></person-group>, <italic> et al</italic>.<article-title> EASL clinical practice guidelines: drug-induced liver injury.</article-title><source> Journal of Hepatology</source>. <year>2019</year>; <volume>70</volume>: <fpage>1222</fpage>&#x2013;<lpage>1261</lpage>. </mixed-citation></ref>
<ref id="ref15"><label>15.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Yimer G, Gry M, Amogne W, Makonnen E, Habtewold A, Petros Z</name></string-name></person-group>, <italic> et al</italic>.<article-title> Evaluation of patterns of liver toxicity in patients on antiretroviral and anti-tuberculosis drugs: a prospective four arm observational study in Ethiopian patients.</article-title><source> PLOS ONE</source>. <year>2014</year>; <volume>9</volume>: <page>e94271</page>. </mixed-citation></ref>
<ref id="ref16">
<label>16.</label>
<mixed-citation publication-type="webpage">
<person-group person-group-type="author">
<string-name>
<name>Division of AIDS (DAIDS); National Institute of Allergy and Infectious Diseases; National Institutes of Health</name></string-name></person-group>. 
<article-title>Division of AIDS (DAIDS) table for grading the severity of adult and pediatric adverse events</article-title>.
<year>2017</year>.
<ext-link ext-link-type="uri" xlink:href="https://rsc.niaid.nih.gov/">Available at: https://rsc.niaid.nih.gov/</ext-link> 
<date>(2025-12-17)</date>.
</mixed-citation></ref>
<ref id="ref17">
<label>17.</label>
<mixed-citation publication-type="webpage">
<person-group person-group-type="author">
<string-name>
<name>CIOMS/RUCAM scale 2025</name></string-name></person-group>. 
<article-title>Roussel Uclaf Causality Assessment Method (RUCAM)</article-title>.
<year>2025</year>.
<ext-link ext-link-type="uri" xlink:href="https://www.rccc.eu/scores/RUCAM.html">Available at: https://www.rccc.eu/scores/RUCAM.html</ext-link> 
<date>(2025-12-17)</date>.
</mixed-citation></ref>
<ref id="ref18"><label>18.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Gandhi RT, Bedimo R, Hoy JF, Landovitz RJ, Smith DM, Eaton EF</name></string-name></person-group>, <italic> et al</italic>.<article-title> Antiretroviral drugs for treatment and prevention of HIV infection in adults: 2022 recommendations of the International Antiviral Society—USA Panel.</article-title><source> JAMA</source>. <year>2023</year>; <volume>329</volume>: <fpage>63</fpage>&#x2013;<lpage>84</lpage>. </mixed-citation></ref>
<ref id="ref19"><label>19.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Trajman A, Campbell JR, Kunor T, Ruslami R, Amanullah F, Behr MA</name></string-name></person-group>, <italic> et al</italic>.<article-title> Tuberculosis.</article-title><source> The Lancet</source>. <year>2025</year>; <volume>405</volume>: <fpage>850</fpage>&#x2013;<lpage>866</lpage>. </mixed-citation></ref>
<ref id="ref20"><label>20.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Klindt C, Fuchs A, Behnke K, Dröge C, Eberhardt KA, Orth HC</name></string-name></person-group>, <italic> et al</italic>.<article-title> Genetic and clinical risk factors for anti-tuberculosis drug-induced liver injury: insights from a prospective cohort study in central Ethiopia.</article-title><source> Infection</source>. <year>2025</year>; <volume>53</volume>: <fpage>2833</fpage>&#x2013;<lpage>2846</lpage>. </mixed-citation></ref>
<ref id="ref21">
<label>21.</label>
<mixed-citation publication-type="webpage">
<person-group person-group-type="author">
<string-name>
<name>HIV.gov Clinical Guidelines</name></string-name></person-group>. 
<article-title>Guidelines for the use of antiretroviral agents in adults and adolescents with HIV</article-title>.
<year>2025</year>.
<ext-link ext-link-type="uri" xlink:href="https://clinicalinfo.hiv.gov/en/guidelines/hiv-clinicalguidelines-adult-and-adolescent-arv/virologicfailure?view=full">Available at: https://clinicalinfo.hiv.gov/en/guidelines/hiv-clinicalguidelines-adult-and-adolescent-arv/virologicfailure?view=full</ext-link> 
<date>(2025-12-17)</date>.
</mixed-citation></ref>
<ref id="ref22"><label>22.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Montepiedra G, Aaron L, Theron G, McCarthy K, Bradford S, Chipato T</name></string-name></person-group>, <italic> et al</italic>.<article-title> Hepatotoxicity among people living with HIV and receiving isoniazid preventive therapy in pregnancy and postpartum: the role of antiretroviral regimen and pharmacogenetics.</article-title><source> Clinical Infectious Diseases</source>. <year>2026</year>; <volume>82</volume>: <fpage>e156</fpage>&#x2013;<lpage>e164</lpage>. </mixed-citation></ref>
<ref id="ref23"><label>23.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Nicoletti P, Aithal GP, Bjornsson ES, Andrade RJ, Sawle A, Arrese M</name></string-name></person-group>, <italic> et al</italic>.<article-title> Association of liver injury from specific drugs, or groups of drugs, with polymorphisms in HLA and other genes in a genome-wide association study.</article-title><source> Gastroenterology</source>. <year>2017</year>; <volume>152</volume>: <fpage>1078</fpage>&#x2013;<lpage>1089</lpage>. </mixed-citation></ref>
<ref id="ref24">
<label>24.</label>
<mixed-citation publication-type="webpage">
<person-group person-group-type="author">
<string-name>
<name>U.S. Food and Drug Administration (FDA)</name></string-name></person-group>. 
<article-title>For healthcare professionals |
FDA’s examples of drugs that interact with CYP enzymes and transporter
systems</article-title>.
<year>2025</year>.
<ext-link ext-link-type="uri" xlink:href="https://www.fda.gov/drugs/druginteractions-labeling/healthcare-professionals-fdasexamples-drugs-interact-cyp-enzymes-and-transportersystems#table%201">Available at: https://www.fda.gov/drugs/druginteractions-labeling/healthcare-professionals-fdasexamples-drugs-interact-cyp-enzymes-and-transportersystems#table%201</ext-link> 
<date>(2025-12-17)</date>.
</mixed-citation></ref>
<ref id="ref25"><label>25.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Zhao M, Ma J, Li M, Zhang Y, Jiang B, Zhao X</name></string-name></person-group>, <italic> et al</italic>.<article-title> Cytochrome P450 enzymes and drug metabolism in humans.</article-title><source> International Journal of Molecular Sciences</source>. <year>2021</year>; <volume>22</volume>: <page>12808</page>. </mixed-citation></ref>
<ref id="ref26"><label>26.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Hardi H, Fitrianti Z, Mahata LE, Louisa M</name></string-name></person-group>.<article-title> Pharmacogenetics in tuberculosis&#x2013;HIV coinfected populations: a systematic review of genetic variants influencing antiretroviral and anti-tuberculosis drug response.</article-title><source> Journal of Multidisciplinary Healthcare</source>. <year>2025</year>; <volume>18</volume>: <fpage>7203</fpage>&#x2013;<lpage>7218</lpage>. </mixed-citation></ref>
<ref id="ref27"><label>27.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Gutiérrez-Virgen JE, Piña-Pozas M, Hernández-Tobías EA, Taja-Chayeb L, López-González ML, Meraz-Ríos MA</name></string-name></person-group>, <italic> et al</italic>.<article-title> <italic>NAT2</italic> global landscape: genetic diversity and acetylation statuses from a systematic review.</article-title><source> PLOS ONE</source>. <year>2023</year>; <volume>18</volume>: <page>e0283726</page>. </mixed-citation></ref>
<ref id="ref28"><label>28.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Calcagno A, Cusato J, Sekaggya-Wiltshire C, von Braun A, Motta I, Turyasingura G</name></string-name></person-group>, <italic> et al</italic>.<article-title> The influence of pharmacogenetic variants in HIV/tuberculosis coinfected patients in Uganda in the SOUTH Study.</article-title><source> Clinical Pharmacology &amp; Therapeutics</source>. <year>2019</year>; <volume>106</volume>: <fpage>450</fpage>&#x2013;<lpage>457</lpage>. </mixed-citation></ref>
<ref id="ref29"><label>29.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Mugusi S, Habtewold A, Ngaimisi E, Amogne W, Yimer G, Minzi O</name></string-name></person-group>, <italic> et al</italic>.<article-title> Impact of population and pharmacogenetic variations on efavirenz pharmacokinetics and immunologic outcomes during anti-tuberculosis co-therapy: a parallel prospective cohort study in two sub-Sahara African populations.</article-title><source> Frontiers in Pharmacology</source>. <year>2020</year>; <volume>11</volume>: <page>26</page>. </mixed-citation></ref>
<ref id="ref30"><label>30.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Cerrone M, Wang X, Neary M, Weaver C, Fedele S, Day-Weber I</name></string-name></person-group>, <italic> et al</italic>.<article-title> Pharmacokinetics of efavirenz 400 mg once daily coadministered with isoniazid and rifampicin in human immunodeficiency virus-infected individuals.</article-title><source> Clinical Infectious Diseases</source>. <year>2019</year>; <volume>68</volume>: <fpage>446</fpage>&#x2013;<lpage>452</lpage>. </mixed-citation></ref>
<ref id="ref31"><label>31.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Covington N, Luetkemeyer AF, Imperial MZ, Dawson R, Cramer Y, Rosenkranz S</name></string-name></person-group>, <italic> et al</italic>.<article-title> Pharmacogenetics of plasma dolutegravir exposure during 1-month rifapentine/isoniazid treatment of latent tuberculosis.</article-title><source> Pharmacogenetics and Genomics</source>. <year>2025</year>; <volume>35</volume>: <fpage>140</fpage>&#x2013;<lpage>144</lpage>. </mixed-citation></ref>
<ref id="ref32"><label>32.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Varadi M, Anyango S, Deshpande M, Nair S, Natassia C, Yordanova G</name></string-name></person-group>, <italic> et al</italic>.<article-title> AlphaFold protein structure database: massively expanding the structural coverage of protein-sequence space with high-accuracy models.</article-title><source> Nucleic Acids Research</source>. <year>2022</year>; <volume>50</volume>: <fpage>D439</fpage>&#x2013;<lpage>D444</lpage>. </mixed-citation></ref>
<ref id="ref33"><label>33.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Thomas L, Raju AP, Chaithra S, Kulavalli S, Varma M, Sanju SV</name></string-name></person-group>, <italic> et al</italic>.<article-title> Influence of N-acetyltransferase 2 polymorphisms and clinical variables on liver function profile of tuberculosis patients.</article-title><source> Expert Review of Clinical Pharmacology</source>. <year>2024</year>; <volume>17</volume>: <fpage>263</fpage>&#x2013;<lpage>274</lpage>. </mixed-citation></ref>
<ref id="ref34"><label>34.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Araujo-Mariz C, Albuquerque MFP, Lopes EP, Ximenes RAA, Lacerda HR, Miranda-Filho DB</name></string-name></person-group>, <italic> et al</italic>.<article-title> Hepatotoxicity during TB treatment in people with HIV/AIDS related to <italic>NAT2</italic> polymorphisms in Pernambuco, Northeast Brazil.</article-title><source> Annals of Hepatology</source>. <year>2020</year>; <volume>19</volume>: <fpage>153</fpage>&#x2013;<lpage>160</lpage>. </mixed-citation></ref>
<ref id="ref35"><label>35.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Sundell J, Bienvenu E, Janzén D, Birgersson S, Äbelö A, Ashton M</name></string-name></person-group>.<article-title> Model-based assessment of variability in isoniazid pharmacokinetics and metabolism in patients co-infected with tuberculosis and HIV: implications for a novel dosing strategy.</article-title><source> Clinical Pharmacology &amp; Therapeutics</source>. <year>2020</year>; <volume>108</volume>: <fpage>73</fpage>&#x2013;<lpage>80</lpage>. </mixed-citation></ref>
<ref id="ref36"><label>36.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Kasamatsu A, Miyahara R, Yoneoka D, Toyo-Oka L, Chiyasirinroje B, Imsanguan W</name></string-name></person-group>, <italic> et al</italic>.<article-title> One-year mortality of tuberculosis patients on isoniazid-based treatment and its association with rapid acetylator <italic>NAT2</italic> genotypes.</article-title><source> International Journal of Infectious Diseases</source>. <year>2025</year>; <volume>155</volume>: <page>107895</page>. </mixed-citation></ref>
<ref id="ref37"><label>37.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Kengo A, Gausi K, Nabisere R, Musaazi J, Buzibye A, Omali D</name></string-name></person-group>, <italic> et al</italic>.<article-title> Unexpectedly low drug exposures among Ugandan patients with TB and HIV receiving high-dose rifampicin.</article-title><source> Antimicrobial Agents and Chemotherapy</source>. <year>2023</year>; <volume>67</volume>: <page>e0043123</page>. </mixed-citation></ref>
<ref id="ref38"><label>38.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Saukkonen JJ, Duarte R, Munsiff SS, Winston CA, Mammen MJ, Abubakar I</name></string-name></person-group>, <italic> et al</italic>.<article-title> Updates on the treatment of drug-susceptible and drug-resistant tuberculosis: an official ATS/CDC/ERS/IDSA clinical practice guideline.</article-title><source> American Journal of Respiratory and Critical Care Medicine</source>. <year>2025</year>; <volume>211</volume>: <fpage>15</fpage>&#x2013;<lpage>33</lpage>. </mixed-citation></ref>
<ref id="ref39"><label>39.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Enimil A, Antwi S, Yang H, Dompreh A, Alghamdi WA, Gillani FS</name></string-name></person-group>, <italic> et al</italic>.<article-title> Effect of first-line antituberculosis therapy on nevirapine pharmacokinetics in children younger than three years old.</article-title><source> Antimicrobial Agents and Chemotherapy</source>. <year>2019</year>; <volume>63</volume>: <page>e00839-19</page>. </mixed-citation></ref>
<ref id="ref40"><label>40.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Chaivichacharn P, Avihingsanon A, Manosuthi W, Ubolyam S, Tongkobpetch S, Shotelersuk V</name></string-name></person-group>, <italic> et al</italic>.<article-title> Dosage optimization of efavirenz based on a population pharmacokinetic&#x2013;pharmacogenetic model of HIV-infected patients in Thailand.</article-title><source> Clinical Therapeutics</source>. <year>2020</year>; <volume>42</volume>: <fpage>1234</fpage>&#x2013;<lpage>1245</lpage>. </mixed-citation></ref>
<ref id="ref41"><label>41.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Gausi K, Wiesner L, Norman J, Wallis CL, Onyango-Makumbi C, Chipato T</name></string-name></person-group>, <italic> et al</italic>.<article-title> Pharmacokinetics and drug&#x2013;drug interactions of isoniazid and efavirenz in pregnant women living with HIV in high TB incidence settings: importance of genotyping.</article-title><source> Clinical Pharmacology &amp; Therapeutics</source>. <year>2021</year>; <volume>109</volume>: <fpage>1034</fpage>&#x2013;<lpage>1044</lpage>. </mixed-citation></ref>
<ref id="ref42"><label>42.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Dutra CA, Teixeira RLDF, Lopes MQP, Silva VM, Suffys PN, Carvalho RS</name></string-name></person-group>, <italic> et al</italic>.<article-title> Determination of <italic>NAT2</italic> genotypes in a cohort of patients with suspected TB in the state of Rio de Janeiro.</article-title><source> Pharmaceutics</source>. <year>2024</year>; <volume>16</volume>: <page>917</page>. </mixed-citation></ref>
<ref id="ref43"><label>43.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Cheng F, Jiang XG, Zheng SL, Wu T, Zhang Q, Ye XC</name></string-name></person-group>, <italic> et al</italic>.<article-title> N-acetyltransferase 2 genetic polymorphisms and anti-tuberculosis drug-induced liver injury: a correlation study.</article-title><source> Frontiers in Pharmacology</source>. <year>2023</year>; <volume>14</volume>: <page>1171353</page>. </mixed-citation></ref>
<ref id="ref44"><label>44.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><name>Sundell J, Bienvenu E, Åbelö A, Ashton M</name></string-name></person-group>.<article-title> Effect of efavirenz-based ART on the pharmacokinetics of rifampicin and its primary metabolite in patients coinfected with TB and HIV.</article-title><source> Journal of Antimicrobial Chemotherapy</source>. <year>2021</year>; <volume>76</volume>: <fpage>2950</fpage>&#x2013;<lpage>2957</lpage>. </mixed-citation></ref>

   </ref-list>  
     
 </back> 
</article> 
