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. 2020 Dec 31;15(4):528–536. doi: 10.5009/gnl20225

Types of 23S Ribosomal RNA Point Mutations and Therapeutic Outcomes for Helicobacter pylori

Sang Yoon Kim 1, Jae Myung Park 1,2,, Chul-Hyun Lim 3,, Hye Ah Lee 4, Ga-Yeong Shin 1, Younghee Choe 1, Yu Kyung Cho 1, Myung-Gyu Choi 1,2
PMCID: PMC8283296  PMID: 33376228

Abstract

Background/Aims

Point mutations in the 23S ribosomal RNA gene have been associated with Helicobacter pylori clarithromycin resistance. This study aimed to detect the prevalence of these point mutations and to investigate the role of different point mutations in the success of eradication therapy.

Methods

We retrospectively investigated a total of 464 consecutive patients who underwent an endoscopic examination and dual-priming oligonucleotide-based multiplex polymerase chain reaction for H. pylori between June 2014 and October 2019. For 289 patients with negative point mutations, standard triple therapy was used in 287 patients, and the bismuth-quadruple regimen was used in two patients. For 175 patients with positive point mutations (A2142G, A2143G, and both mutations), standard triple and bismuth-quadruple therapies were used in 37 patients and 138 patients, respectively.

Results

The eradication rates of standard triple and bismuth-quadruple therapies showed no significant difference in mutation-negative patients or those with the A2142G point mutation. However, the eradication rate with bismuth-quadruple therapy was significantly higher than that with standard triple therapy in the group with the A2143G mutation or with the double mutation. The eradication rates for standard triple and bismuth-quadruple therapies, respectively, were 25.8% and 92.1% in the per-protocol group (p<0.001) and 24.2% and 85.2% in the intention-to-treat analysis (p<0.001).

Conclusions

The A2143G point mutation is the most prevalent cause of clarithromycin resistance. Bismuth-quadruple therapy is superior to standard triple therapy in patients with the A2143G or double point mutation.

Keywords: Helicobacter pylori, Therapy, Clarithromycin, Drug resistance, Point mutation

INTRODUCTION

Helicobacter pylori infection is closely associated with peptic ulcer disease, gastric mucosa-associated lymphoid tissue lymphoma, and gastric adenocarcinoma.1 Eradication of the infection markedly reduces the progression or recurrence of these gastroduodenal diseases.2-4 However, as the antibiotic resistance of H. pylori has increased, the success rate of its eradication has decreased worldwide.5 In Korea and Japan, H. pylori resistance against clarithromycin has surpassed 15%, and the eradication rate of standard triple therapy (proton pump inhibitor, amoxicillin, and clarithromycin) has decreased to an unacceptable level.6-10

According to the Maastricht V/Florence Consensus guidelines, standard triple therapy should be abandoned in regions with high resistance to clarithromycin (>15%) without testing for the susceptibility of H. pylori.11 When the standard triple regimen is considered as a first-line therapy, in areas of high resistance to clarithromycin, either a culture-based susceptibility test or a molecular test (polymerase chain reaction, PCR) is recommended, to detect clarithromycin resistance.11-15 Nevertheless, standard triple therapy continues to be used as a first-line therapy for H. pylori in Korea and Japan, without antibiotic resistance testing.7,16,17

Recently, a dual-priming oligonucleotide (DPO)-based multiplex PCR assay was made commercially available, to detect genetic mutations.18 Previous studies have demonstrated that DPO-based multiplex PCR has a sensitivity of 97.7% and a specificity of 83.1%, when using culture-based susceptibility as a reference test.12,13 It correlates well with other culture-based susceptibility testing and could provide an alternative for clarithromycin resistance testing. The main mechanism of H. pylori resistance against clarithromycin is associated with point mutations in the domain V (peptidyl transferase loop) of the 23S ribosomal RNA gene.19 Among the point mutations, A2143G and A2142G are the most frequently detected, found in 64% to 95% of clarithromycin-resistant strains.20-23 Although such point mutations have been associated with different degrees of clarithromycin resistance in vitro,24-26 the clinical relevance of these mutations to H. pylori eradication has not yet been investigated.

The aim of this study was to detect the prevalence of the point mutations and to investigate the role of different point mutations in the success of H. pylori eradication therapy.

MATERIALS AND METHODS

1. Study design and subjects

We retrospectively reviewed a database of consecutive patients who underwent endoscopic examination and DPO-based multiplex PCR for H. pylori in St. Mary’s Hospital, the Catholic University of Korea between June 2014 and October 2019. DPO-based multiplex PCR were performed for the patients who had the peptic ulcer disease, gastric cancer, low grade gastric mucosa-associated lymphoid tissue lymphoma, and history of endoscopic treatment of early-stage gastric neoplasm. We classified the patients into positive and negative point mutation groups, based on the results of DPO-based multiplex PCR test. All patients were aged over 19 and under 90. The exclusion criteria were as follows: (1) history of gastric cancer surgery (n=1); (2) previous eradication therapy for H. pylori (n=6); and (3) no eradication therapy for H. pylori after DPO-based multiplex PCR test (n=233) who had severe systemic diseases or did not visit again our hospital (Fig. 1). In the negative point mutation group (absence of a 23S ribosomal RNA point mutation in H. pylori), 287 patients were treated with standard triple therapy (lansoprazole 30 mg, pantoprazole 40 mg, or rabeprazole 20 mg, clarithromycin 500 mg, and amoxicillin 1 g, twice daily for 7 days) and two patients with a past history of penicillin allergy were treated with bismuth-quadruple therapy (lansoprazole 30 mg, pantoprazole 40 mg, or rabeprazole 20 mg twice daily; metronidazole 500 mg three times daily; bismuth subcitrate 300 mg four times daily; and tetracycline 500 mg four times daily) for 7 or 14 days. In the positive point mutation group (A2142G and/or A2143G mutation identified by DPO-PCR), 37 patients were treated with standard triple therapy and 138 patients were treated with bismuth-quadruple therapy. In the case of 37 patients with positive point mutations, non-gastrointestinal (GI) specialists who were not familiar with this test prescribed clarithromycin-based standard triple therapy despite the presence of positive point mutations. The eradication of H. pylori was assessed by either the rapid urease test (Halyard Health Inc., Alpharetta, GA, USA), or a standard 13C-urea breath test (UBiTkit, Otsuka Pharmaceutical Co. Ltd., Tokyo, Japan) at 4 to 6 weeks after completing the eradication therapy. Eradication was defined as a negative result obtained in the aforementioned tests.

Fig. 1.

Fig. 1

Flow diagram of subject selection.

H. pylori, Helicobacter pylori; PCR, polymerase chain reaction.

2. Point mutation test: DPO-based multiplex PCR

Our institution has a standard protocol of endoscopic biopsy sites for H. pylori detection, which recommends at least two samples should be taken at the non-atrophic area. Gastric biopsy specimens were used for the DPO-based multiplex PCR test. We assessed the point mutations (A2142G and A2143G) for clarithromycin resistance by using a validated Seeplex H. pylori-ClaR ACE Detection kit (Seegene Inc., Seoul, Korea). Three primer pairs were detected, with a DPO structure consisting of a 621-base pair (bp) band, a 194-bp band and a 475-bp band, using ultraviolet transillumination, after 2% agarose gel electrophoresis. The presence of just a 621-bp band indicated that the specimen was wild-type H. pylori. The presence of a 194-bp band was indicative of the A2142G point mutation, and a 475-bp band indicated the A2143G point mutation. The kit also included a primer pair for internal control.

3. Outcome measures and compliance

The eradication success rate between the negative and positive point mutation groups was evaluated by per-protocol (PP) and intention-to-treat (ITT) analyses. The PP eradication rate was expressed as a percentage of patients that completed the study. For ITT, this was expressed as a percentage of all patients who took the medicine, including those with poor compliance, or those with lack of follow-up. Patient-reported compliance was checked at the last hospital visit. Patients with poor compliance were defined as consumption of less than 80% of the prescribed medicines, and were excluded from the PP analysis.

4. Statistical analysis

We determined point mutation groupings after reviewing eradication rates by individual mutation. Continuous data were expressed by using mean and standard deviation and were compared with the Student t-test. Categorical data were described by using number with percentage (%) and were compared by using the chi-square test or Fisher exact test where appropriate. We compared eradication rates according to different point mutations by using the Fisher exact test or chi-square test, as appropriate. Multivariate logistic regression was performed by using therapeutic outcome as the dependent variable and by including the sex, age, smoking status, diabetes mellitus (DM), types of first-line therapy and types of point mutation groups as possible covariates. Results are presented as odds ratio (OR) with 95% confidence interval (CI). A value of p<0.05 was considered statistically significant. We performed statistical analysis by using SPSS software version 26.0 for Window (IBM Corp., Armonk, NY, USA).

5. Ethics statement

This study was approved by the Institutional Review Board of the Seoul St. Mary’s Hospital, the Catholic University of Korea, Seoul (IRB number: KC20RASI0002). The requirement for written informed consent was waived because anonymous data collected were used. This study followed the ethical principles of the Declaration of Helsinki.

RESULTS

1. Characteristics of the ITT study population

H. pylori PCR tests from biopsy specimens were performed in 1,428 patients. For 704 patients who were positive for H. pylori, the DPO-based multiplex PCR point mutation tests were performed. Overall rates for negative and positive point mutations were 66.2% (466/704) and 33.8% (238/704), respectively. Based on the exclusion criteria described above, 240 patients were excluded from this study (Fig. 1). In total, 464 patients were included, and 415 completed the course of treatment and examination. Forty patients did not complete the follow-up, and nine patients showed poor compliance. Among the 464 patients, point mutation rates were found to be: 62.3% (289/464) negative; 3.0% (14/464) A2142G; 34.1% (158/464) A2143G; and 0.6% (3/464) double mutants (A2142G plus A2143G).

The baseline characteristics of all enrolled patients are shown in Table 1. In the negative and positive point mutation groups, the proportion of men was 59.9% and 55.4%, with a mean age of 54.9±13.0 and 56.2±14.3, respectively. Smokers comprised 21.1% and 22.3%, respectively. There was no significant difference between the negative and positive groups in terms of having DM, the reason for the H. pylori PCR test, the grade of atrophy, and types of follow-up test.

Table 1.

Baseline Characteristics of the Intention-to-Treat Study Population

Characteristics Negative point mutation
(n=289)
Positive point mutation
(n=175)
p-value
Age, yr 54.9±13.0 56.2±14.3 0.330
Sex 0.348
Men 173 (59.9) 97 (55.4)
Women 116 (40.1) 78 (44.6)
Body mass index, kg/m2 24.4±3.2 23.8±3.6 0.071
Smoking status 0.765
Non-smoker 228 (78.9) 136 (77.7)
Smoker 61 (21.1) 39 (22.3)
Diabetes mellitus 0.396
No 263 (91.0) 155 (88.6)
Yes 26 (9.0) 20 (11.4)
Causes for H. pylori PCR test 0.318
Gastric ulcer 117 (40.5) 72 (41.1)
Duodenal ulcer 87 (30.1) 56 (32.0)
Early gastric cancer 59 (20.4) 39 (22.3)
Advanced gastric cancer 0 1 (0.6)
Gastric adenoma 13 (4.5) 3 (1.7)
MALToma 13 (4.5) 4 (2.3)
Grade of atrophy 0.471
Normal & close type 1 204 (70.6) 126 (72.0)
Close type 2 & 3 54 (18.7) 26 (14.9)
Open type 1 & 2 & 3 31 (10.7) 23 (13.1)
Types of first-line therapy <0.001
Standard triple 287 (99.3) 37 (21.1)
Bismuth-quadruple 2 (0.7) 138 (78.9)
Types of follow-up test 0.124
13C-urea breath test 240 (83.0) 148 (84.6)
Rapid urease test 19 (6.6) 17 (9.7)
Follow-up test not performed 30 (10.4) 10 (5.7)
Types of point mutation -
A2142G NA 14 (8.0)
A2143G NA 158 (90.3)
Double (A2142G and A2143G) NA 3 (1.7)

Data are presented as the mean±SD or number (%).

H. pylori, Helicobacter pylori; PCR, polymerase chain reaction; MALToma, mucosa-associated lymphoid tissue lymphoma; NA, not available.

2. Distribution of types of point mutations and first-line therapy

There was significant difference in the type of first-line therapy used between the negative and positive point mutation groups (p<0.001) (Table 1). We pooled the three patients with double point mutations (DPM) with the A2143G point mutation group, on the basis of a previous study, that considered the A2143G point mutation as the dominant genotype.27 First-line therapy according to types of point mutation is shown in Table 2. Standard triple therapies were performed in 99.3% (287/289) of negative group, 28.6% (4/14) of A2142G group, and 20.5% (33/161) of A2143G/DPM groups, respectively. Bismuth-quadruple therapies were prescribed in 0.7% (2/289) of negative group, 71.4% (10/14) of A2142G group, and 79.5% (128/161) of A2143G/DPM group, respectively (Table 2).

Table 2.

Eradication Rates after Standard Triple and Bismuth-Quadruple Therapies According to the Type of Point Mutation

Types of first-line therapy Negative point mutation Positive point mutation
A2142G
Positive point mutation
A2143G or double*,
Per-protocol
Standard triple 229/255 (89.8) 4/4 (100.0) 8/31 (25.8)
Bismuth-quadruple 2/2 (100.0) 9/9 (100.0) 105/114 (92.1)
Intention-to-treat
Standard triple 229/287 (79.8) 4/4 (100.0) 8/33 (24.2)
Bismuth-quadruple 2/2 (100.0) 9/10 (90.0) 109/128 (85.2)

Data are presented as number/total number (%).

*Double, both A2142G and A2143G; p<0.05 for the per-protocol and intention-to-treat analyses between standard triple and quadruple therapies.

3. Point mutations and therapeutic outcomes

After the standard triple and bismuth-quadruple therapy in the negative point mutation group, eradication by PP analysis was 89.8% (n=229/255) and 100% (n=2/2), respectively (difference, 10.2 percentage points; 95% CI, –75.4 to 8.2; p>0.99). The eradication rates by ITT analysis were 79.8% (n=229/287) and 100% (n=2/2), respectively (difference, 20.2 percentage points; 95% CI, –65.0 to 29.2; p>0.99). The eradication rate between standard triple and bismuth-quadruple therapy was not significantly different in patients with negative point mutations (Table 2).

After the standard triple and bismuth-quadruple therapy in the A2142G point mutation group, eradication rate by PP analysis was 100% (n=4/4) and 100% (n=9/9), respectively (difference, 0.0 percentage point; 95% CI, not available). The eradication rate by ITT analysis was 100% (n=4/4) and 90.0% (n=9/10), respectively (difference, 10.0 percentage points; 95% CI, –47.2 to 47.1; p>0.99). The eradication rate between standard triple and bismuth-quadruple therapy was not significantly different in patients with A2142G point mutations (Table 2).

In the A2143G/DPM group, after the standard triple and bismuth-quadruple therapy, the eradication rate by PP analysis was 25.8% (n=8/31) and 92.1% (n=105/114), respectively (difference, 66.3 percentage points; 95% CI, 50.1 to 82.5; p<0.001). The eradication rates by ITT analysis were 24.2% (n=8/33) and 85.2% (n=109/128), respectively (difference, 61.0 percentage points; 95% CI, 45.0 to 76.8; p<0.001). In both PP and ITT analyses, the eradication rate with bismuth-quadruple therapy was significantly higher than that with standard triple therapy in patients with infection by A2143G/DPM mutants (Table 2). Eradication rates after second-line therapy in patients with negative and positive point mutations are described in Supplementary Tables 1 and 2.

4. Eradication rates according to duration of bismuth-quadruple therapy

In the A2142G mutation group, eradication rates were not significantly different between the 7-day and 14-day quadruple therapy in both PP and ITT analyses. In the A2143G/DPM group, eradication rates with 14-day quadruple therapy were significantly higher than those with 7-day quadruple therapy in ITT analysis (100% vs 81.9%; difference, 18.1 percentage points; 95% CI, –1.3 to 27.1; p=0.024), but not in PP analysis (100% vs 90.3%; difference, 9.7 percentage points; 95% CI, –8.4 to 18.0; p=0.206) (Table 3).

Table 3.

Eradication Rates According to the Duration of Bismuth-Quadruple Therapy

Duration of bismuth-quadruple therapy Negative point mutation Positive point mutation
A2142G
Positive point mutation
A2143G or double*
Per-protocol
7-day quadruple 1/1 (100.0) 8/8 (100.0) 84/93 (90.3)
14-day quadruple 1/1 (100.0) 1/1 (100.0) 21/21 (100.0)
Intention-to-treat
7-day quadruple 1/1 (100.0) 8/9 (88.9) 86/105 (81.9)
14-day quadruple 1/1 (100.0) 1/1 (100.0) 23/23 (100.0)

Data are presented as number/total number (%).

*Double, both A2142G and A2143G; Two patients who received 7-day quadruple therapy had poor compliance, and two patients who received 14-day quadruple had poor compliance; p=0.024 for the intention-to-treat analysis between 7-day and 14-day quadruple therapies.

5. Clinical factors associated with H. pylori eradication failure

To determine whether the different point mutations and types of first-line therapy are associated with failure to eradicate H. pylori, we conducted univariate and multivariate analyses (Table 4, Supplementary Tables 3 and 4). For the risk of treatment failure, the interaction effect between the different point mutations and types of first-line therapy was significant (p=0.019). In addition, patients were not evenly distributed according to first-line therapy and the two-point mutations. Accordingly, separate multivariate analyses were performed for each of these variables (Table 4). On multivariate analysis, including types of first-line therapy, bismuth-quadruple therapy (OR, 0.39; 95% CI, 0.18 to 0.82; p=0.014) and DM (OR, 2.17; 95% CI, 1.01 to 4.64; p=0.047) were associated with H. pylori eradication (Supplementary Table 4). Meanwhile, on multivariate analyses, including the different point mutations, A2143G/DPM (OR, 2.44; 95% CI, 1.38 to 4.34; p=0.002) was associated with H. pylori eradication failure (Table 4).

Table 4.

Clinical Factors Associated with Helicobacter pylori Eradication Failure (Including the Type of Point Mutation)

Variable Multivariate analysis
OR 95% CI p-value
Age 1.02 1.00–1.04 0.111
Sex
Men Reference
Women 0.91 0.47–1.76 0.775
Smoking status
Non-smoker Reference
Smoker 1.69 0.82–3.50 0.156
Diabetes mellitus
No Reference
Yes 2.09 0.97–4.51 0.061
Types of point mutation
Negative Reference
Positive A2142G NA
Positive A2143G and double* 2.44 1.38–4.34 0.002

OR, odds ratio; CI, confidence interval; NA, not available.

*Double, both A2142G and A2143G.

DISCUSSION

The prevalence of 23S rRNA point mutations identified by DPO-based multiplex PCR was 37.7% in this study population. The A2143G point mutation was the most prevalent, accounting for 90.3% of cases. The remaining patients had A2142G point mutations (8.0%) or both A2142G and A2143G point mutations (1.7%). In patients with A2143G or DPM, bismuth-quadruple therapy achieved a higher eradication rate than standard triple therapy, as first-line therapy (92.1% vs 25.8% in PP analysis, 85.2% vs 24.2% in ITT analysis). Meanwhile, patients with A2142G point mutations showed high eradication rates, using both standard triple or bismuth-quadruple therapy as first-line therapy. We also found A2143G/DPM to be an independent risk factor for failure to eradicate, even after adjusting for sex, age, smoking, and DM.

The Maastricht V/Florence consensus has recommended the use of culture antibiotic susceptibility tests for H. pylori, in areas with high clarithromycin resistance (>15%).11 However, antibiotic susceptibility tests using culture methods are time-consuming and require dedicated expertise.20 In addition, the cost-effectiveness of these tests for improved eradication rates has not been clearly identified.28 Therefore, it is difficult to perform this test routinely in clinical practice before the initiation of eradication therapy. Several international guidelines have suggested that bismuth-quadruple therapy is an option for first-line treatment.3,11 However, there are some concerns in using this as an initial therapy because it includes a complex combination of antibiotics. This therapy might increase treatment-related side effects and result in inappropriate antibiotic overuse.29,30 In these circumstances, a novel DPO-based multiplex PCR test was recently developed to identify H. pylori infection and to detect the point mutations associated with resistance to clarithromycin.12,13 This molecule-based assay could provide rapid and accurate results for identifying clarithromycin resistance in H. pylori. Therefore, it is considered as an alternative method to culture or antibiotic susceptibility tests, and is a realistic option for choosing the appropriate eradication regimen in a region with increasing clarithromycin resistance.12,13,18 We investigated the clinical relevance of different point mutations in the 23S rRNA gene, identified by DPO-based multiple PCR.

The overall prevalence of point mutations (37.7%) in our study was similar to that reported in a previous study from Korea, which showed that the clarithromycin resistance rate was 37.0% from 2009 to 2012.31 The prevalence of A2143G (90.3%) and A2142G (8.0%) point mutations is also similar to that reported in other Korean studies,32,33 but different from the prevalence found in patients from Western studies.27,34 In general, the A2143G mutation accounts for the majority of point mutations associated with clarithromycin resistance.

This study showed that patients with A2143G or DPM showed low eradication rate with standard triple therapy. A2142G point mutation seems to be not related with clarithromycin resistance. However, the cases having this mutation was too small to demonstrate this in the present study. The different therapeutic results among the different point mutations could be explained by different affinities of clarithromycin binding to the ribosome, due to diverse 3-dimensional, structural changes in the binding site.27,35 The A2143G point mutation could be considered as a high-risk genotype, with a high eradication failure rate over standard triple therapy. Boyanova et al.26 demonstrated the associations between A2143G point mutation and less virulent vacA i2 strains, and between A2142G point mutation and more virulent vacA i1 strains. Compared with more virulent strains of H. pylori, less virulent strains cause less inflammation in the gastric mucosa, and this might decrease the chance of successful eradication.26,36 This previous report might help in the understanding of our results, which showed a lower eradication rate of bismuth-quadruple therapy in patients with the A2143G point mutation compared to A2142G. However, it achieved significantly higher eradication rates in patients with A2143G/DPM, compared to standard triple therapy. Based on the evidence, we propose a tailored treatment strategy for H. pylori infection according to the presence of the A2143G or DPM point mutation. Meanwhile, large-scale studies are still needed to demonstrate whether standard triple therapy is effective in patients with the A2142G point mutation because of small number of cases. Consistent with our findings, a recent prospective observational study showed that tailored therapy based on the type of 23S rRNA point mutation can improve eradication rates as well as cost-effectiveness in patients with H. pylori infection, compared to empiric standard triple therapy.37

Some patients were treated with standard triple therapy even in the presence of point mutations at the beginning of this study. When the DPO-based multiplex PCR was introduced in our institution, it was not familiar to non-GI specialists. Furthermore, there was not enough researches about this test. Endoscopic examinations and DPO-based multiplex PCR of these patients were performed by GI specialists, but eradication regimen against H. pylori was prescribed by non-GI specialists as well. After then, our institution put the meaning of these mutations in the DPO-based multiplex PCR result document in order to induce appropriate practice for H. pylori eradication, as follows: “This test is a method to detect point mutations that were related with clarithromycin resistance by a PCR. The presence of point mutations can be used to diagnose clarithromycin resistance.”

This study had several limitations. First, a DPO-based multiplex PCR test is limited to the detection of A2142G and A2143G point mutations. Other point mutations, such as A2142C or A2144G, cannot be detected, although they usually represent <5% of resistant genotypes. Second, the number of patients with A2142G point mutation was small and only four patients with the mutation were treated by standard triple therapy. Third, this study was conducted at a single tertiary center in Korea. Thus, it has been subject to selection bias, and the findings cannot be generalized. Fourth, DPO-based multiplex PCR could determine only the presence of clarithromycin resistance, and we did not attempt H. pylori cultures for other antibiotic susceptibility tests. Fifth, H. pylori status was assessed at 4 to 6 weeks after the end of treatment by various diagnostic methods, such as the rapid urease test or a 13C-urea breath test. The diagnostic accuracy of these methods is >90%, according to a previous report,38 so we considered that the different diagnostic methods did not significantly affect the analysis. Sixth, heterogeneity of H. pylori within a single subject might result in treatment failure, even after a bismuth-quadruple therapy for the presence of a 23S rRNA point mutation.39 Finally, we could not investigate how many patients underwent gastric biopsy according to the standard biopsy protocol for H. pylori.

In conclusion, this study showed that A2143G, rather than A2142G, was the prevalent point mutation attributed to clarithromycin resistance. For patients with A2143G or DPM, bismuth-quadruple therapy is superior to standard triple therapy as the first-line therapy. Different types of point mutation could affect the success rate of H. pylori eradication, but further large-scale studies are needed.

SUPPLEMENTAL MATERIALS

gnl-15-4-528-supple.pdf (18.3KB, pdf)

Footnotes

See editorial on page 487.

CONFLICTS OF INTEREST

No potential conflict of interest relevant to this article was reported.

AUTHOR CONTRIBUTIONS

Conceptualization: J.M.P., C.H.L., Y.K.C., M.G.C. Data curation: S.Y.K., Y.C., G.Y.S. Formal analysis: J.M.P., C.H.L., S.Y.K., H.A.L. Investigation: J.M.P., C.H.L., S.Y.K. Methodology: J.M.P., C.H.L., S.Y.K., H.A.L. Writing - original draft: S.Y.K., J.M.P., C.H.L. Writing - review & editing: J.M.P., C.H.L., Y.K.C., M.G.C.

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