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A Multidisciplinary Pathway for the Diagnosis and Prosthodontic Management of a Patient with Medication-Related Osteonecrosis of the Jaw (MRONJ)
 
 
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Review

A Comprehensive Quality Meta-Review of Genetic and Pharmacogenomic Aspects of Medication-Related Osteonecrosis of The Jaw (MRONJ)

by
Roberto Sacco
1,2,*,
Sergio Olate
3,
Monica Diuana Calasans-Maia
4,
Nicola Sacco
5,
Alessandro Acocella
6,
Carlos Fernando De Almeida Barros Mourão
7,
Vittorio Moraschini
4,
Oladapo Akintola
2,
Raphael Capelli Guerra
8 and
Julian Yates
1
1
Division of Dentistry, Oral Surgery Department, School of Medical Sciences, The University of Manchester, Manchester M13 9PL, UK
2
Oral Surgery Department, King’s College Hospital NHS Trust, London SE5 9RS, UK
3
Division of Oral and Maxillofacial Surgery, Universidad de La Frontera, Temuco 1145, Chile
4
Oral Surgery Department, Dental School, Fluminense Federal University, Niteroi 24210-201, RJ, Brazil
5
Anaesthetic & Critical Care, University of Campania Luigi Vanvitelli, 81100 Caserta, Italy
6
Private Practice, 50122 Florence, Italy
7
Dental Research Administration, Department of Periodontology, Tufts University School of Dental Medicine, Boston, MA 02111, USA
8
Oral and Maxillofacial Surgery Department, Hospital Leforte/DASA and Instituto de Ensino e Pesquisa Hospital Sirio-Libanes, Morumbi 05615-190, SP, Brazil
*
Author to whom correspondence should be addressed.
Appl. Sci. 2022, 12(23), 12289; https://doi.org/10.3390/app122312289
Submission received: 6 November 2022 / Revised: 26 November 2022 / Accepted: 28 November 2022 / Published: 1 December 2022
(This article belongs to the Special Issue Oral Bone Disease and Bone Regenerative Therapy for Dental Implants)

Abstract

:
Background: Antiresorptive and antiangiogenic medications can cause a serious adverse effect known as medication-related osteonecrosis of the jaw (MRONJ). In recent years, a new trend of research has emerged emphasizing the potential relation of MRONJ and genetic predisposition. Current evidence-based science of this adverse reaction is associated with poorly performed studies. Additionally, MRONJ research has recently observed a new trend of studies orientated towards the misuse of reviews. This quality meta-review intends to summarize the results of all systematic reviews and meta-analyses that have been published on MRONJ in relation to genetic and pharmacogenomics risk factors. Methods: The research study protocol was registered into the database of the International Network for the Registration of Systematic Reviews and Meta-Analyses (INPLASY) INPLASY202230002. A comprehensive search across several databases (PubMed, EMBASE, MEDLINE, and CINAHL) was conducted to locate multi-language papers published between January 2003 and November 2022. Data were collected from relevant research studies and appraised in accordance with the precise outcomes described in this evaluation. Results: Only five systematic reviews and meta-analyses were analysed in this meta-review. All the reviews included in this research presented qualities mistakes and shortcomings. Two quality assessment tools (Confidence in Evidence from Reviews of Qualitative research (CERQual) and Assessment of Multiple Systematic Reviews 2 (AMSTAR-2)) were used to evaluate each study included in this research. Conclusions: The data evaluated by this meta-review confirmed the poor-quality secondary research underpinning the genetic/pharmacogenomics aspect of MRONJ. Moreover, this study highlighted the many flaws of the current published systematic and meta-analysis studies published so far.

1. Introduction

One of the most serious side effects associated with the use of particular drugs is a condition known as medication-related osteonecrosis of the jaw (MRONJ). This condition is induced primarily by antiresorptive drugs and angiogenesis inhibitors [1,2]. Commonly, these drugs are used to treat the skeletal signs and symptoms of primary or secondary bone metastases. In addition, these medications are also used to manage chronic benign bone conditions such as osteoporosis or Paget’s disease [3,4].
Other substances, such as the inhibitors of the tumour necrosis factor-α (TNF-α), have been linked to osteonecrosis of the jaw (ONJ) in a growing number of scientific investigations since 2003 [5,6,7]. Hence, the American Association of Oral and Maxillofacial Surgeons (AAOMS) in 2014 proposed the nomenclature of MRONJ due to the possible association with different drugs and the ONJ [8]. This positional paper has been recently updated in 2022 [9].
The prevalence of MRONJ varies depending on a number of other factors, including a patient’s medical history, pharmacological therapy, length of therapy, and dental therapies [8]. According to studies, the incidence of MRONJ following a tooth extraction is predicted to range from 1.6–14.8% for cancer patients using intravenous bisphosphonates, with a mean incidence of 7% [8,10]. This contrasts with an incidence of MRONJ of 0.05% in individuals using oral bisphosphonates and 1.8% in cancer patients receiving denosumab [8,9,10,11,12]. Furthermore, there is an increased risk of MRONJ development when antiangiogenic medicines are used with antiresorptive medications, with an estimated 16% recurrence rate [13].
According to a number of studies, dental extractions are the leading cause of MRONJ, with prevalence rates ranging from 48.5% all the way up to 80% in some cases [14]. Recently, it was discovered that MRONJ can be triggered by tooth extraction (61.7%), spontaneous onset (14.8%), or ill-fitting dentures (7.4%) in the same proportions regardless of the route of drug administration [15]. Denosumab-related MRONJ is, however, a subject of limited investigation.
There are many different factors that could cause and increase the severity of osteonecrosis of the jaw. Most of them are not completely understood due to their unclear aetiopathogenesis [16,17,18,19].
Since the first study that was ever published detailing ONJ, over the course of the previous two decades, researchers have attempted to understand the underlying molecular process that is responsible for this disease [5]. Despite the fact that various risk factors have been identified and linked to an increased incidence of MRONJ development, the exact aetiology and pathophysiology of MRONJ are still not fully understood. These risk factors consist of the potency and route of administration of the antiresorptive agent (intravenous bisphosphonate versus oral), the underlying disease (oncology versus osteoporosis), the duration and cumulative dosage of antiresorptive therapy, and the requirement for dentoalveolar surgery or the presence of dental infections [19,20,21].
In recent years, pharmacogenetics represents a promising approach to address the potential predisposition and pathogenesis of MRONJ [22]. These studies were designed to find out whether or not changes in patients’ genetic makeup can have an effect on how they react to different medications. In order to gain a better understanding of the many forms of genetic differences, a large number of genome-wide association studies (GWAS), candidate gene studies (CGs), and whole-genome studies (WGs) have been conducted [22,23]. These particular investigations have used single nucleotide polymorphisms (SNPs) to investigate a potential link. It is believed that the human genome has approximately 10 million SNPs, which are often located in the DNA between genes and have low or no effect on the phenotype [24]. However, because they have the ability to change transcription patterns and the activity of genes, they might potentially be used by forecasters to determine the risk that patients would have when responding to particular medications [22,23,24,25,26].
The affinity and reliable association of SNPs and MRONJ might allow the development of enhanced preventative strategies, improved diagnostic tests, patient-specific management, and an increased understanding of the MRONJ pathogenic mechanisms. Despite nearly two decades of research, there is still no agreement on how to properly diagnose, prevent, and treat patients with MRONJ [1,8,9,26,27,28,29,30,31,32,33,34,35,36,37].
It has been noticed that MRONJ research has recently observed a new trend of studies orientated towards misuse of reviews contributing little or nothing to current knowledge and exposing clinicians and researchers to incomplete, misdirect or even incorrect conclusions. This ultimately could lead to incorrect general recommendations.
Hence, this meta-review aims to appraise the quality of systematic reviews (SR) and meta-analyses (MA) with regard to the genetic and pharmacogenomic aspects of MRONJ.

2. Materials and Methods

The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) standards were followed in order to carry out this more specific investigation [38]. In order to reduce the likelihood of any potential reporting bias, the protocol for the study was submitted to INPLASY, an international platform of registered systematic review and meta-analysis protocols, and given the registration number INPLASY202230002. In order to reduce the likelihood of important data being overlooked, the search method was carried out in four different databases, namely PubMed, MEDLINE, EMBASE, and CINAHL.
The search was conducted to locate multi-language papers published between January 2003 and November 2022.
The study was conducted using a three-stage screening process to assure accuracy and protect the quality of the findings. Five writers (RS, SO, OA, NS, and VM) independently evaluated the titles and abstracts to remove any unnecessary materials (i.e., reviews, animal studies, and non-clinical studies). Disputes were settled by conversation until a consensus was formed.
The following data screening strategy was used to extract the papers:
  • Inclusion and exclusion criteria were used to check the eligibility of the previous studies.
  • Quality assessment was performed on the methodology.
  • Data were extracted based on characteristics and outcomes for the selected papers. (Figure 1).
Direct communication was established with the authors of any studies that were potentially suitable for inclusion in the review but had inadequate information so that the authors might supply more data. The PICO method served as the foundation for the criteria for inclusion in the study [39].
PICOS Research Question
What is the present state of knowledge about the pharmacogenomic and genetic aspects of MRONJ?
Population—(P): Patients with MRONJ having any age
Interventions—(I): Any sort of intervention
Comparison—(C): Any sort of comparison
Outcomes—(O): The quality level of pharmacogenomics and genetic studies associated with the MRONJ
Study—S: Systematic Review and/or Meta-Analysis
The search criteria for all the selected databases were followed by searching the MeSH terms and keywords of Osteonecrosis, MRONJ, ONJ, ARONJ, BRONJ, and BONJ. Other MeSH terms used were Pharmacogenetics, Genetic predisposition of MRONJ, Pharmacogenomics and MRONJ or Genetic and MRONJ. The search method made use of appropriate syntax constraints outlined in every repository.

2.1. Inclusion Criteria

2.1.1. Studies Types

This meta-review included every secondary type of research that was published regarding pharmacogenomics and genetics related to MRONJ. The search was carried out without any linguistic limits being placed on it. Excluded from consideration were narrative reviews, animal studies, and studies that involved individuals who had received radiation treatment to the head and neck regions in the past.

2.1.2. Participant Type

Patients affected with MRONJ after treatment with antiangiogenic, antiresorptive, and any other drug linked with the jaw’s osteonecrosis. Restrictions were not put in place on the participants’ sex and ethnicity. Meta-analyses and systematic reviews may incorporate any type of study.

2.1.3. Type of Outcomes Analysed

(a)
Primary outcome
Evaluation of the currently published studies associated with MRONJ and its pharmacogenomics and genetic characteristics in SR and MA.
(b)
Secondary outcome
Evaluation of the following factors such as:
  • The various kinds of studies that were selected in the SR and the MA.
  • Different numbers of patients included in the SR and MA.
  • Patients’ characteristics included in the meta-review selected studies.

2.1.4. Data Extraction

Five independent review authors selected all the research included articles (RS, SO, CFdeABM, MDCM, and JY). The Data Extraction and Assessment Template from the Cochrane Public Health Group were utilized in order to collect the data. The number of included studies, the studies designed, the total number of patients, the type of outcomes analysed, and the level of evidence suggested, were recorded in the Data Extraction form. A standardised and pre-set Microsoft Excel form was utilised for the process of data collection. Any disagreement was resolved by discussion until a consensus was reached.
In the event of poor or omitted information, the authors of the included studies were notified, and they were given two months to respond. In the event that the information was not provided, the tables and the text both included the notation “Not Reported (NR)”. This study incorporated a total of five different systematic reviews into its findings in Table 1 [40,41,42,43,44].

2.1.5. Meta-Review Quality Assessment Criteria

All the studies were evaluated by three separate researchers (NS, MDCM, and RS) for the methodological quality and the evidence quality of the included studies of this meta-review:
-
Assessment of Multiple Systematic Reviews 2 (AMSTAR-2) tool
The AMSTAR 2 uses 16 questions (domains) with three possible outcomes: “yes,” “no,” or “partially yes” to assess the methodological quality of any form of review (systematic and meta-analysis reviews). The following marks are indicative of the overall level of confidence in the included studies: low, critically low, moderate, and high [45].
-
The Confidence in Evidence from Reviews of Qualitative research (CERQual) tool
CERQual tool is recommended by the Grading of Recommendations Assessment, Development and Evaluation Working Group (GRADE) to evaluate the evidence quality [46]. With the help of the CERQual evaluation tool, the authors were able to assess the studies that were included in the present meta-review according to four key areas:
(1)
The limitations of the methodology associated with the individual qualitative studies incorporated in the reviews analysed.
(2)
Coherence of the studies and findings in the reviews.
(3)
Sufficiency of the data to support a conclusion reached by the reviews.
(4)
How strictly the context (perspective or demographic, phenomenon of interest, and setting) that is defined in the research question corresponds to the data from the primary studies that support a specific finding in a review [46].
Any points of contention regarding the evaluation of the potential biases were brought to the attention of the third author on the review team (JY), after which they were discussed and settled.

3. Results

The initial consideration for inclusion in this review included 68 studies. In the end, sixty-three publications were deemed ineligible for inclusion in this quality meta-review after a study of the titles and abstracts, as well as an inspection of the full articles. As a result of the data’s wide range of variability, the findings were described only in general terms.
This study comprised a total of five studies. A total of 3663 patients were studied in the included research. Patient evaluations conducted between 2013 and 2020 are described in every published study (Table 2). Systematic reviews (n = 3) and meta-analyses (n = 2) were both included in this quality meta-review. We included all of the accepted reviews in this analysis, including GWAS, CGS, and WGS/WES, as well as reviews that focused on single genes or regions of the genome. The overall characteristics, as well as all of the studies that were analysed and included in the reviews, are provided in Table 2, Table 3 and Table 4.
All of the reviews that were given in this research project comprised a diverse range of patients, including both oncology and non-oncology patients. All of the studies that were included in the reviews that were suitable for this analysis were retrospective cohort studies with a total of sixteen studies across all the SR and MA selected in this paper [22,25,26,47,48,49,50,51,52,53,54,55,56,57,58,59]. Patients who had been diagnosed with MRONJ (group 1), patients who did not have MRONJ (group 2), and healthy patients (group 3) were the primary categories of patients who were evaluated in the reviews included in this study (Table 2, Table 3 and Table 4).
All the patients included in the SR and MA studies were taking bisphosphonates as part of their treatment. The quality of the risk-of-bias assessments in each of the reviews that were incorporated into this meta-review was deemed to be high across the board for each type of bias that was evaluated. Indeed, each and every one of the outcomes that were assessed by the SR and MA studies that were analysed for this review brought attention to the absence of proof or the supply of any definitive advice.

4. Meta-Review Quality Assessment Analysis

4.1. AMSTAR 2 Assessment

Figure 2 summarises the findings of the two study researchers that evaluated each AMSTAR 2 domain for all the SR- and MA-included studies. The average rating was 8.50 (SD ± 3.20).
The minimum and maximum scores were 6 and 12, respectively. The evaluation criteria were based on:
-
Yes—was valued (1 point);
-
Partial yes—was valued (0.5 points);
-
No—was valued (0 points);
-
No information/no meta-analysis conducted—was valued (0 points).
According to the authors, the overall methodology assessment criteria resulted in being critically low in all the SR and MA studies included in this quality meta-review.

4.2. CERQual Assessment

CERQual Qualitative Evidence Profile, which describes the review authors’ assessments, was used to evaluate each CERQual component (Table 5).
In summary, the authors found that:
Across the board, all of the SR and MA included in this meta-review were considered to have serious deficiencies regarding the quality of the evidence. In addition, serious concerns were identified over the results data in Zhong et al., 2013 [40], although moderate concern was expressed in all of the other systematic reviews. Minor concerns were raised regarding the relevance and coherence of the data associated with many of the SR and MA evaluated by this study.
Low confidence was assessed to be appropriate for the overall assessment as a result of a large number of significant concerns.

5. Discussion

According to the findings of our investigation, a large number of studies have been conducted to study the possible link between genetic variations and MRONJ; nevertheless, the conclusions drawn from these investigations have been contradictory thus far.
Only one study included in the reviews analysed found that the CYP2C8 rs1934951 polymorphism was a risk factor for the development of MRONJ; however, other studies have evaluated the association between this polymorphism and susceptibility to MRONJ in cancer patients, but no predisposition was found [32]. Many other studies included in the reviews analysed revealed rs1152003 and the peroxisome proliferator-activated receptor-gamma (PPARG), but no correlation with the MRONJ group under investigation was found [50,56]. Additionally, VEGF SNPs (rs3025039, rs699947, and rs2010963) were examined in other research; only for rs3025039 was a significant difference found, whilst differences for the other genotypes were minor (rs2010963 and rs699947) [49,55]. The candidate genes and SNPs identified through these studies varied and rarely replicated in another.
In recent years, rising evidence has been described to support the role of SNPs with MRONJ. However, these studies have shown either a weak or no connection between the genetic aspects measured and the possibility of MRONJ development [42].
Even though the pathophysiology of MRONJ is still a mystery to us, osteoclasts are thought to play an important part in its occurrence. To understand the mechanism, Katz et al., analyzed the SNPs and revealed that osteoclastogenesis and differentiation, bone resorption, bone mineral density, and osteoporosis are all influenced by SNPs in seven genes [48]. MRONJ was shown to be more common in patients with genetic variation in genes encoding COL1A1 (rs1800012), RANK (rs12458117), MMP2 (rs243865), OPG (rs2073618), and OPN (rs11730582) [60].
Furthermore, Nicoletti et al. observed that MRONJ risk was strongly related to RBMS3 rs17024608 in the 53 patients who were using zoledronate for osteoporosis [46]. In fact, RBMS3 regulates collagen synthesis, contains a significant amount of bone matrix, and is critical for bone resorption. Bone remodelling may be affected and antiresorptive medicines made more potent by RBMS3 mutations, leading to MRONJ [47]. In addition, farnesyl pyrophosphate synthase is thought to be an additional important participant in the pathophysiology of MRONJ. This theory is based on speculation (FPPs). This is an important enzyme in the process known as the mevalonate pathway. It is responsible for the inhibition and disruption of particular proteins in the cytoskeleton of osteoclasts, which ultimately results in the prevention of bone resorption [51].
In order to investigate the prevalence of FDPS rs2297480 in a cohort of patients receiving zoledronate for multiple myeloma, breast cancer, and prostate cancer, Marini et al. designed their study. The study found a strong association between MRONJ and FDPS rs2297480 polymorphism; however, its exact purpose is yet unknown [51].
The nicotinamide adenine dinucleotide-dependent deacetylase sirtuin 1 (SIRT1) and E3 ubiquitin-protein ligase (HERC4) are crucial regulators of cell proliferation and differentiation processes in the skeletal system, according to Yang et al. GWAS’s study. This investigation verified that the HERC4 rs3758392 and SIRT1 rs7896005 polymorphisms were substantially linked with MRONJ in cancer patients [59].
Previous research highlighted that genetic polymorphism in numerous genes such as TGFb1, MMP2, CYP2C8, VEGF, COL1A1, RANK, OPG, OPN, and PPARG—which are responsible for the differentiation and activation of osteoclast—are considerably linked to MRONJ [43,48,49]. However, despite all the genetic studies (GWAS, WES, and CGS) that have been presented to establish the correct pathological mechanisms, they remain yet to be determined. Furthermore, although potential associations between the development of MRONJ and several genes have been documented in the literature, they have all failed to clarify the responsibility of any genes as the sole risk factor for MRONJ development.
With the goal of highlighting the current state of research quality, the current quality meta-review examined the highest quality evidence currently available that was published in the previous years on genetic and pharmacogenomics studies and MRONJ using the evidence scale developed by the Oxford Centre for Evidence-Based Medicine [61]. It is found that the authors of the reviews applied stringent inclusion criteria to those who were included in these investigations. The reviews’ research counts, which ranged from 4 [40] to 15 articles, make this clear [41,42,43,44]. On a very interesting note, the majority of the reviews included in this meta-review were released in 2019, with many of them appearing in the same editorial publication.
All the SR and MA published reviews presented no registration in any public review registry. This indeed increased the chance of reporting bias. The majority of the articles included were low-ranked studies with a moderate to high risk of bias [40,41,42,43,44]. These deficiencies related to methodology have unquestionably contributed to an increase in the probability of inconsistency in general guidelines that have been issued.
The authors have discovered that most of the reviews feature predominantly retrospective cohort studies with or without multiple arms (quite often without a sample size calculation) [22,25,26,47,48,49,50,51,52,53,54,55,56,57,58,59]. That is why the results of these studies and reviews must be interpreted very carefully. Indeed, systematic reviews or meta-analyses will need to provide an outline of a clear and consistent protocol before they can be carried out. This will need to be conducted with the awareness that the results of these types of studies are frequently applied to medical practice in the form of guidance.
Usually, different reviews have a rigorous and transparent protocol, which is strengthened by using the PRISMA checklist. Unfortunately, all of the included reviews did not follow what is currently considered the “gold standard” [40,41,42,43,44]. Indeed, this shortcoming has affected the adequacy of the evidence published results and conclusions. For better research, it is necessary to conduct analysis and research with excellent quality in the future. Quality research contained randomized control trials that are used to support evidence-based treatments and their protocols with efficiency. The authors suggest the following as some important rules for future studies related to pharmacogenomics and genetics associated with MRONJ:
  • It is recommended that a formula for calculating sample size be devised and used for each and every randomised controlled trial (RCT) and cohort study.
  • To the best of our ability, big RCTs should be conducted with sufficient depth to enable exact epidemiological and precise findings.
  • For every study, risk stratification should be used to reduce the impact of effect modification and confounding variables (e.g., length of drug taken, habits, periodontal status, etc.).

6. Conclusions

According to the finding of this meta-review, there is insufficient data of high quality about pharmacogenomics and genetic aspects to back up various of the presently available guidelines about the MRONJ. This study mainly highlights the availability of low-quality meta-analyses and systematic reviews, which reveal that there are no insightful therapeutic suggestions, risk-predisposition, or criteria that can be implemented to reduce the possibility of developing MRONJ.
We believe that this inconclusive result may suggest that the implication of MRONJ pathophysiology goes beyond genetic aspects and could be potentially explained only by the concomitant association of dysfunctional factors which ultimately promote osteonecrosis. Additionally, it might be possible that genetic predisposition may facilitate MRONJ development but no targeted genetic preventive strategies have been drawn by any of the reviews targeted by this investigation.

Author Contributions

R.S.: Conceptualization, Methodology, Validation, Formal analysis, Writing the original draft. S.O.: Investigation, Validation, Writing the Original draft, Writing—Original draft preparation. N.S.; A.A.; M.D.C.-M.: Methodology, Supervision, Review and editing. C.F.D.A.B.M.; V.M.; O.A.; R.C.G.; J.Y.: Supervision, Review and editing investigation. All authors have read and agreed to the published version of the manuscript.

Funding

This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The data included in the research are available within the article.

Conflicts of Interest

The authors and co-authors have no conflict of interest to declare.

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Figure 1. Prisma study flow diagram.
Figure 1. Prisma study flow diagram.
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Figure 2. AMSTAR2 traffic light plot [40,41,42,43,44].
Figure 2. AMSTAR2 traffic light plot [40,41,42,43,44].
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Table 1. Systematic reviews included within this analysis. Systematic review (SR); meta-analysis (MA).
Table 1. Systematic reviews included within this analysis. Systematic review (SR); meta-analysis (MA).
AuthorsFocused QuestionPICO StrategyDatabase UsedType of ReviewsMajor Findings
Bastida-Lertxund et al., 2019 [41]NRUsedMEDLINE, EMBASESRThe review observed the moderate impact of genetic factors on the appearance of ONJ.
Guo et al., 2020 [42]NRNot usedMEDLINE, EMBASE, Web of Science, Scopus, the Cochrane Central Register of Controlled Trials (CENTRAL), Chinese Biomedical Literature Database (CNKI), and the Chinese Biomedical Literature Database (CBM).MAThe results of the review suggested that in multiple myeloma patients there is an association between CYP2C8 rs1934951, VEGF rs3025039, and the development of MRONJ in bisphosphonate therapy patients. However, no robust evidence of the association of SNPs and MRONJ in patients with other diseases.
Sandro Pereira da Silva et al., 2019 [43]Is there a genetic association between bisphosphonate use and MRONJ, measured and statistically significantUsedPubMed, Web of Science, ScienceDirect, and ScopusSRThe results of the review suggested that all the studies included did not show a single gene as a risk factor for MRONJ. This was highly probable due to the high heterogeneity of case and control populations.
Yang et al., 2019 [44]NRNot usedPubMedSRThe results of the review suggested that all the studies included did not show ONJ Pharmacogenomics relation.
Zhong et al., 2013 [40]NRNot usedPubMed and EmbaseMAThe results of some genotypes of CYP2C8 (rsl934951) could be predictors for MRONJ developing in multiple myeloma patients.
Table 2. Summary of genome-wide association studies (GWAS) included in the systematic reviews [40,41,42,43,44]. BC, breast cancer; BP, bisphosphonate; CC, cervical cancer; MM, multiple myeloma; NR, not reported; OP, osteoporosis; PC, prostate cancer; RA, rheumatoid arthritis; RC, renal cancer; SNP, single nucleotide polymorphism.
Table 2. Summary of genome-wide association studies (GWAS) included in the systematic reviews [40,41,42,43,44]. BC, breast cancer; BP, bisphosphonate; CC, cervical cancer; MM, multiple myeloma; NR, not reported; OP, osteoporosis; PC, prostate cancer; RA, rheumatoid arthritis; RC, renal cancer; SNP, single nucleotide polymorphism.
Author/YearPopulationUnderlying DiseaseDrug TypeStudy DesignCasesControlsHealthyGenesSNPFollow-Up (Months)SampleBiological FunctionIncluded Review
Sarasquete et al., 2008 [22]SpanishMMBPRetrospective2265NoCYP2C8rs1934951
rs1934980
rs1341162
rs17110453
64UnknownArachidonic acid metabolismBastida-Lertxund et al., 2019, Guo et al., 2019, Sandro Pereira da Silva et al., 2019, Yang et al., 2019, Zhong et al., 2013
Nicoletti et al., 2012 [47]North-western, Southern, Eastern European descentOP, BC BPRetrospective301181743RBMS3rs17024608NRSalivaTranscriptional factor that regulates Type I collagen in fibroblastsBastida-Lertxund et al., 2019, Guo et al., 2019, Sandro Pereira da Silva et al., 2019, Yang et al., 2019
Table 3. Summary of candidate gene studies (CGS) [40,41,42,43,44]. BC, breast cancer; BP, bisphosphonate; CC, cervical cancer; MM, multiple myeloma; NR, not reported; OP, osteoporosis; PC, prostate cancer; RA, rheumatoid arthritis; RC, renal cancer; SNP, single nucleotide polymorphism; VEGF, vascular endothelial growth factor.
Table 3. Summary of candidate gene studies (CGS) [40,41,42,43,44]. BC, breast cancer; BP, bisphosphonate; CC, cervical cancer; MM, multiple myeloma; NR, not reported; OP, osteoporosis; PC, prostate cancer; RA, rheumatoid arthritis; RC, renal cancer; SNP, single nucleotide polymorphism; VEGF, vascular endothelial growth factor.
AuthorPopulationUnderlying DiseaseDrug TypeStudy DesignCasesControlsHealthyGenesSNPFollow-Up (Months)SampleBiological FunctionIncluded Review
English et al., 2010 [25]American menPCBPRetrospective1783NoCYP2C8rs1934951NRPlasmaArachidonic acid metabolismBastida-Lertxund et al., 2019, Guo et al., 2019, Sandro Pereira da Silva et al., 2019, Yang et al., 2019, Zhong et al., 2013
Such et al., 2011 [26]Spanish, GreekMMBPRetrospective4237165CYP2C8rs193495184 (10–256)Peripheral blood or serumArachidonic acid metabolismBastida-Lertxund et al., 2019, Guo et al., 2019, Sandro Pereira da Silva et al., 2019, Yang et al., 2019, Zhong et al., 2013
Katz et al., 2011 [48]AmericanMMBPRetrospective1266NoCOL1A1, MMP2,
RANK, OPG, OPN, TNF, CYP2C8
10 SNPsNRBloodRelated to osteoporosis, bone mineral density, osteoclastogenesis, bone resorptionBastida-Lertxund et al., 2019, Guo et al., 2019, Sandro Pereira da Silva et al., 2019, Yang et al., 2019
Arduino et al., 2011 [49]Italian femalesBC, MMBPRetrospective3030125VEGFrs3025039
rs699947
rs2010963
NRPeripheral venous bloodAngiogenesisBastida-Lertxund et al., 2019, Guo et al., 2019, Sandro Pereira da Silva et al., 2019, Yang et al., 2019
Di Martino et al., 2011 [50]ItalianMMBPRetrospective910NoPPARGrs1152003NRPeripheral bloodInvolved in adipocyte differentiation and angiogenesisBastida-Lertxund et al., 2019, Guo et al., 2019, Sandro Pereira da Silva et al., 2019, Yang et al., 2019
Marini et al., 2011 [51]ItalianMM, BC, PCBPRetrospective3434NoFDPSrs2297480NRPeripheral bloodCholesterol metabolismBastida-Lertxund et al., 2019, Guo et al., 2019, Sandro Pereira da Silva et al., 2019, Yang et al., 2019, Zhong et al., 2013
Balla et al., 2012 [52]HungarianMM, OP, BC, PC, RC, CCBPRetrospective46No224CYP2C8rs1934951NRBloodArachidonic acid metabolismBastida-Lertxund et al., 2019, Guo et al., 2019, Sandro Pereira da Silva et al., 2019, Yang et al., 2019, Zhong et al., 2013
La Ferla et al., 2012 [53]ItalianMM, BC, PCBPRetrospective3053NoER
CYP19A1
rs2234693
rs9340799
rs10046
NRPeripheral venous bloodFundamental role in osteoclast function and angiogenesisBastida-Lertxund et al., 2019, Guo et al., 2019, Sandro Pereira da Silva et al., 2019, Yang et al., 2019
Stockmann et al., 2013 [54]GermanMM, BC, PCBPRetrospective94110NoHLA-DRB1
HLA-DQB1
Multiple gene locus34 (11–41)BloodOsteoimmunology metabolismBastida-Lertxund et al., 2019, Guo et al., 2019, Sandro Pereira da Silva et al., 2019, Yang et al., 2019
Choi et al., 2015 [55]South KoreanOP, RABPRetrospective2619NoVEGFrs3025039
rs699947
rs2010963
NRSalivaAngiogenesisBastida-Lertxund et al., 2019, Guo et al., 2019, Sandro Pereira da Silva et al., 2019, Yang et al., 2019
Kastritis et al., 2017 [56]GreekMMBPRetrospective36104NoCYP2C8
PPARG
rs1934951
rs1152003
57Peripheral bloodAngiogenesis and bone remodellingBastida-Lertxund et al., 2019, Guo et al., 2019, Yang et al., 2019
Table 4. Summary of whole-genome and whole-exome studies (WGS/WES) [40,41,42,43,44]. BC, breast cancer; BP, bisphosphonate; CC, cervical cancer; MM, multiple myeloma; NR, not reported; OP, osteoporosis; PC, prostate cancer; RA, rheumatoid arthritis; RC, renal cancer; SNP, single nucleotide polymorphism.
Table 4. Summary of whole-genome and whole-exome studies (WGS/WES) [40,41,42,43,44]. BC, breast cancer; BP, bisphosphonate; CC, cervical cancer; MM, multiple myeloma; NR, not reported; OP, osteoporosis; PC, prostate cancer; RA, rheumatoid arthritis; RC, renal cancer; SNP, single nucleotide polymorphism.
Author/YearPopulationUnderlying DiseaseDrug TypeStudy DesignCasesControlsHealthyGenesSNPFollow-Up (Months)SampleBiological FunctionIncluded Review
Kim et al., 2015 [57]South KoreanNRBPRetrospective16No126PYGM
ARSD
SLC25A5
CCNYL2
10 SNPsNRUnclearOnly ARSD related to bone compositionBastida-Lertxund et al., 2019, Sandro Pereira da Silva et al., 2019, Yang et al., 2019
Sun et al., 2015 [58]GEO databaseMMUnclearRetrospective11105GSE7116NRNRNRNRSandro Pereira da Silva et al., 2019
Yang et al., 2018 [59]American, Hungarian, ItalianMM, BC, PC, RC, CCBPRetrospective5851NoSIRT1rs7896005
rs3758391
rs7894483
>24Whole bloodNAD dependent deaceylase involved in several biological processesBastida-Lertxund et al., 2019, Guo et al., 2019, Sandro Pereira da Silva et al., 2019, Yang et al., 2019
Table 5. CERQual quality assessment evaluation [46].
Table 5. CERQual quality assessment evaluation [46].
Studies IncludedAssessment of Methodological LimitationsAssessment of RelevanceAssessment of CoherenceAssessment of AdequacyOverall CERQual Assessment of ConfidenceExplanation of Judgement
Bastida-Lertxund et al., 2019 [41]Serious concerns regarding methodological limitations Minor concerns regarding relevance in al studies Minor concerns regarding coherence Moderate concerns regarding adequacyVery low confidenceThis finding was graded: serious concerns regarding methodological limitations, minor concerns for relevance and coherence moderate concerns regarding adequacy of data results in the study
Guo et al., 2020 [42]Serious concerns regarding methodological limitations Minor concerns regarding relevance in all studies Minor concerns regarding coherence Moderate concerns regarding adequacyVery low confidenceThis finding was graded: minor concerns for relevance and coherence, moderate concerns regarding methodological limitations in three studies and serious concerns regarding methodological limitations (one study) and adequacy of data results
Sandro Pereira da Silva et al., 2019 [43]Serious concerns regarding methodological limitationsMinor concerns about relevanceMinor concerns about coherenceModerate concerns regarding adequacyVery low confidenceThis finding was graded: minor concerns for relevance and coherence, moderate concerns regarding methodological limitations and serious concerns regarding methodological limitations (one study) and adequacy of data results
Yang et al., 2019 [44]Serious concerns regarding methodological limitationsMinor concerns regarding relevanceModerate concerns regarding coherenceModerate concerns regarding adequacyVery low confidenceThis finding was graded: minor concerns for relevance, moderate concerns regarding methodological limitations and coherence, and serious concerns regarding adequacy of data results
Zhong et al., 2013 [40]Serious concerns regarding methodological limitationsMinor concerns regarding relevanceMinor concerns regarding coherenceSerious concerns regarding adequacyVery low confidenceThis finding was graded: minor concerns for relevance and coherence, moderate concerns regarding methodological limitations and serious concerns regarding adequacy of data results
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Sacco, R.; Olate, S.; Calasans-Maia, M.D.; Sacco, N.; Acocella, A.; De Almeida Barros Mourão, C.F.; Moraschini, V.; Akintola, O.; Guerra, R.C.; Yates, J. A Comprehensive Quality Meta-Review of Genetic and Pharmacogenomic Aspects of Medication-Related Osteonecrosis of The Jaw (MRONJ). Appl. Sci. 2022, 12, 12289. https://doi.org/10.3390/app122312289

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Sacco R, Olate S, Calasans-Maia MD, Sacco N, Acocella A, De Almeida Barros Mourão CF, Moraschini V, Akintola O, Guerra RC, Yates J. A Comprehensive Quality Meta-Review of Genetic and Pharmacogenomic Aspects of Medication-Related Osteonecrosis of The Jaw (MRONJ). Applied Sciences. 2022; 12(23):12289. https://doi.org/10.3390/app122312289

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Sacco, Roberto, Sergio Olate, Monica Diuana Calasans-Maia, Nicola Sacco, Alessandro Acocella, Carlos Fernando De Almeida Barros Mourão, Vittorio Moraschini, Oladapo Akintola, Raphael Capelli Guerra, and Julian Yates. 2022. "A Comprehensive Quality Meta-Review of Genetic and Pharmacogenomic Aspects of Medication-Related Osteonecrosis of The Jaw (MRONJ)" Applied Sciences 12, no. 23: 12289. https://doi.org/10.3390/app122312289

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