<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.0 20120330//EN" "JATS-journalpublishing1.dtd">
<article xml:lang="en" article-type="research-article" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">Korean J Intern Med</journal-id>
<journal-title-group>
<journal-title>The Korean Journal of Internal Medicine</journal-title></journal-title-group>
<issn pub-type="ppub">1226-3303</issn>
<issn pub-type="epub">2005-6648</issn>
<publisher>
<publisher-name>Korean Association of Internal Medicine</publisher-name></publisher></journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3904/kjim.2023.300</article-id>
<article-id pub-id-type="publisher-id">kjim-2023-300</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Article</subject>
<subj-group subj-group-type="heading">
<subject>Gastroenterology</subject>
</subj-group></subj-group></article-categories>
<title-group>
<article-title>Predicting <italic>Helicobacter pylori</italic> infection from endoscopic features</article-title></title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Seo</surname><given-names>Jun-young</given-names></name>
<xref rid="af1-kjim-2023-300" ref-type="aff">1</xref><xref rid="af2-kjim-2023-300" ref-type="aff">2</xref></contrib>
<contrib contrib-type="author">
<name><surname>Ahn</surname><given-names>Ji Yong</given-names></name>
<xref rid="af1-kjim-2023-300" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author">
<name><surname>Kim</surname><given-names>Seonok</given-names></name>
<xref rid="af3-kjim-2023-300" ref-type="aff">3</xref></contrib>
<contrib contrib-type="author">
<name><surname>Na</surname><given-names>Hee Kyong</given-names></name>
<xref rid="af1-kjim-2023-300" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author">
<name><surname>Lee</surname><given-names>Jeong Hoon</given-names></name>
<xref rid="af1-kjim-2023-300" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author">
<name><surname>Jung</surname><given-names>Kee Wook</given-names></name>
<xref rid="af1-kjim-2023-300" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author">
<name><surname>Kim</surname><given-names>Do Hoon</given-names></name>
<xref rid="af1-kjim-2023-300" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author">
<name><surname>Choi</surname><given-names>Kee Don</given-names></name>
<xref rid="af1-kjim-2023-300" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author">
<name><surname>Song</surname><given-names>Ho June</given-names></name>
<xref rid="af1-kjim-2023-300" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author">
<name><surname>Lee</surname><given-names>Gin Hyug</given-names></name>
<xref rid="af1-kjim-2023-300" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-0030-3744</contrib-id>
<name><surname>Jung</surname><given-names>Hwoon-Yong</given-names></name>
<xref rid="af1-kjim-2023-300" ref-type="aff">1</xref></contrib></contrib-group>
<aff id="af1-kjim-2023-300">
<label>1</label>Department of Gastroenterology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 
<country>Korea</country></aff>
<aff id="af2-kjim-2023-300">
<label>2</label>Department of Gastroenterology, Bundang Jesaeng General Hospital, Seongnam, 
<country>Korea</country></aff>
<aff id="af3-kjim-2023-300">
<label>3</label>Department of Clinical Epidemiology and Biostatics, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 
<country>Korea</country></aff>
<author-notes>
<corresp id="c1-kjim-2023-300">Correspondence to Ji Yong Ahn, M.D., Ph.D., Department of Gastroenterology, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul 05505, Korea, Tel: +82-2-3010-5667, Fax: +82-2-2045-4043, E-mail: <email>ji110@hanmail.net</email></corresp></author-notes>
<pub-date pub-type="ppub">
<month>5</month>
<year>2024</year></pub-date>
<pub-date pub-type="epub">
<day>30</day>
<month>04</month>
<year>2024</year></pub-date>
<volume>39</volume>
<issue>3</issue>
<fpage>439</fpage>
<lpage>447</lpage>
<history>
<date date-type="received">
<day>14</day>
<month>07</month>
<year>2023</year></date>
<date date-type="rev-recd">
<day>25</day>
<month>11</month>
<year>2023</year></date>
<date date-type="accepted">
<day>4</day>
<month>12</month>
<year>2023</year></date></history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2024 The Korean Association of Internal Medicine</copyright-statement>
<copyright-year>2024</copyright-year>
<license license-type="open-access">
<license-p>This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (<ext-link xlink:href="http://creativecommons.org/licenses/by-nc/4.0/" ext-link-type="uri">http://creativecommons.org/licenses/by-nc/4.0/</ext-link>) which permits unrestricted noncommercial use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p></license></permissions>
<abstract>
<sec>
<title>Background</title>
<p><italic>Helicobacter pylori</italic> infection, prevalent in more than half of the global population, is associated with various gastrointestinal diseases, including peptic ulcers and gastric cancer. The effectiveness of early diagnosis and treatment in preventing gastric cancer highlights the need for improved diagnostic methods. This study aimed to develop a simple scoring system based on endoscopic findings to predict <italic>H. pylori</italic> infection.</p></sec>
<sec>
<title>Methods</title>
<p>A retrospective analysis was conducted on 1,007 patients who underwent upper gastrointestinal endoscopy at Asan Medical Center from January 2019 to December 2021. Exclusion criteria included prior <italic>H. pylori</italic> treatment, gastric surgery, or gastric malignancies. Diagnostic techniques included rapid urease and <sup>13</sup>C-urea breath tests, <italic>H. pylori</italic> culture, and assessment of endoscopic features following the Kyoto gastritis classification. A new scoring system based on endoscopic findings including regular arrangement of collecting venules (RAC), nodularity, and diffuse or spotty redness was developed for predicting <italic>H. pylori</italic> infection, utilizing logistic regression analysis in the development set.</p></sec>
<sec>
<title>Results</title>
<p>The scoring system demonstrated high predictive accuracy for <italic>H. pylori</italic> infection in the validation set. Scores of 2 and 3 were associated with 96&#x00025; and 99&#x00025; infection risk, respectively. Additionally, there was a higher prevalence of diffuse redness and sticky mucus in cases where the initial <italic>H. pylori</italic> eradication treatment failed.</p></sec>
<sec>
<title>Conclusions</title>
<p>Our scoring system showed potential for improving diagnostic accuracy in <italic>H. pylori</italic> infection. <italic>H. pylori</italic> testing should be considered upon spotty redness, diffuse redness, nodularity, and RAC absence on endoscopic findings as determined by the predictive scoring system.</p></sec></abstract>
<kwd-group>
<kwd><italic>Helicobacter pylori</italic></kwd>
<kwd>Gastritis</kwd>
<kwd>Endoscopy</kwd></kwd-group></article-meta></front>
<body>
<sec>
<title>Graphical abstract</title>
<p><xref rid="f4-kjim-2023-300" ref-type="fig"/></p></sec>
<sec sec-type="intro">
<title>INTRODUCTION</title>
<p><italic>Helicobacter pylori</italic> infection is a prevalent infectious disease affecting more than 50&#x00025; of the population &#x0005B;<xref ref-type="bibr" rid="b1-kjim-2023-300">1</xref>,<xref ref-type="bibr" rid="b2-kjim-2023-300">2</xref>&#x0005D;. <italic>H. pylori</italic> infection is associated with peptic ulcers, gastric hyperplastic polyps, and malignancies, including gastric mucosa-associated lymphoid tissue lymphoma or adenocarcinoma &#x0005B;<xref ref-type="bibr" rid="b3-kjim-2023-300">3</xref>,<xref ref-type="bibr" rid="b4-kjim-2023-300">4</xref>&#x0005D;. Therefore, early infection diagnosis is vital for eradication and gastric cancer prevention &#x0005B;<xref ref-type="bibr" rid="b3-kjim-2023-300">3</xref>,<xref ref-type="bibr" rid="b5-kjim-2023-300">5</xref>,<xref ref-type="bibr" rid="b6-kjim-2023-300">6</xref>&#x0005D;. In clinical practice, there are various <italic>H. pylori</italic> infection diagnosis methods including the <sup>13</sup>C-urea breath test (UBT), rapid urease test (RUT), <italic>H. pylori</italic>-specific IgG, stool antigen test, and <italic>H. pylori</italic> culture. However, if <italic>H. pylori</italic> infection can be predicted based on endoscopic findings, the diagnostic modality accuracy may increase, improving the diagnostic rate.</p>
<p>Several studies have attempted to distinguish <italic>H. pylori</italic> status by assessing the endoscopic gastric mucosal morphology with the Kyoto gastritis classification, allowing a more accurate <italic>H. pylori</italic> status determination &#x0005B;<xref ref-type="bibr" rid="b7-kjim-2023-300">7</xref>&#x0005D;. The Kyoto classification score incorporates five endoscopic features: atrophy, intestinal metaplasia, fold enlargement (more than 5 mm), nodularity, and diffuse redness. A score of 0 indicates no infection, whereas 2 or more suggests <italic>H. pylori</italic> infection. However, the Kyoto classification score is limited by its five categories, the subjective 5 mm fold enlargement, and atrophy potentially progressing with age &#x0005B;<xref ref-type="bibr" rid="b8-kjim-2023-300">8</xref>&#x02013;<xref ref-type="bibr" rid="b10-kjim-2023-300">10</xref>&#x0005D;. Therefore, a more practical and straightforward method for predicting infection is essential. We analyzed endoscopic features and developed a simple scoring system to accurately detect <italic>H. pylori</italic> infection based on endoscopic findings of the Kyoto gastritis classification.</p></sec>
<sec sec-type="methods">
<title>METHODS</title>
<sec>
<title>Patients</title>
<p>We retrospectively investigated 1,007 upper gastrointestinal endoscopy patients and obtained gastric mucosal tissues for <italic>H. pylori</italic> culture between January 2019 and December 2021 from Asan Medical Center, Seoul, Korea. Patients with previous <italic>H. pylori</italic> eradication treatment (n = 216), gastric surgery history (n = 12), familial adenomatous polyposis (n = 1), and advanced gastric cancer (n = 37) or lymphoma (n = 29) malignancies, which interfere with intact gastric mucosal observation, were excluded. We excluded patients who did not undergo further UBT when the results of both the culture and RUT were negative. (n = 222) (<xref rid="f1-kjim-2023-300" ref-type="fig">Fig. 1</xref>). We defined <italic>H. pylori</italic>-positive patients as those with positive results for the culture, or both positive in RUT, and UBT and <italic>H. pylori</italic>-negative patients as those with all negative results for the culture, RUT, and UBT. The Institutional Review Board of Asan Medical Center approved this study (approval number: 2022-0605). Informed consent was waived by Institutional Review Board.</p></sec>
<sec>
<title>Rapid urease and <sup>13</sup>C-UBT</title>
<p>The RUT (Chongkeundang Pharma, Seoul, Korea) assessed the two gastric specimens obtained from the antrum and body. Two samples of gastric tissues were separately placed into RUT kits A and B, and a negative result was obtained when there was no color change for 24 hours. After at least 4 hours of fasting, a breath sample was collected, and a testing tablet containing 100 mg <sup>13</sup>C-urea (UBIT<sup>&#x000AE;</sup> tablet; Otsuka Pharmaceutical Co. Ltd., Tokyo, Japan) was given to the patient. A second breath sample was procured 20 min later and was tested for <italic>H. pylori</italic> infection by the <sup>13</sup>C-UBT (Analyzer POCone; Otsuka Electronics Co. Ltd., Osaka, Japan). The cutoff value was 2.5 ppm. The UBT could detect <italic>H. pylori</italic> infection before eradication treatment and indicate if the treatment was successful.</p></sec>
<sec>
<title><italic>H. pylori</italic> culture</title>
<p>During endoscopy, the two <italic>H. pylori</italic> culture specimens were obtained from the antrum and body. For bacterial isolation, the medium used in <italic>H. pylori</italic> culture plates was Brucella broth agar, which was coated with 5&#x00025; sheep blood (Becton Dickinson, Franklin Lakes, NJ, USA), trimethoprim (5 &#x003BC;g/mL), vancomycin (10 &#x003BC;g/mL), amphotericin B (5 &#x003BC;g/mL), and polymyxin B (2.5 IU) (Sigma-Aldrich, Darmstadt, Germany). These specimens were incubated at 37&#x000B0;C under micro-ventilation conditions (5&#x00025; O<sub>2</sub>, 10&#x00025; CO<sub>2</sub>, and 85&#x00025; N<sub>2</sub>) for 7 days. The <italic>H. pylori</italic> colonies collected from each culture were confirmed through gram staining and biochemical methods.</p></sec>
<sec>
<title>Endoscopic assessment results</title>
<p>We used the GI-H290 scope (Olympus Medical, Inc., Tokyo, Japan) to examine mucosal lesions, and a senior endoscopist (AJY, more than 15 years of experience) assessed endoscopic findings according to the Kyoto gastritis classification &#x0005B;<xref ref-type="bibr" rid="b7-kjim-2023-300">7</xref>&#x0005D;. Atrophy (closed and open), intestinal metaplasia, diffuse redness, spotty redness, mucosal edema, sticky mucus, enlarged folds, nodularity, xanthoma, hyperplastic polyp, regular arrangement of collecting venules (RAC), fundic gland polyp, linear streak, raised erosion, hematin, patchy redness, map-like redness, and multiple whitish flat lesions were assessed based on previous endoscopic images. RAC presence was evaluated in the lesser curvature. We divided the endoscopic findings into non-, current, and past infection. Endoscopic findings associated with non-infection were RAC, raised erosion, fundic gland polyp, linear streak, and hematin. Current infection indicators were open and closed atrophies, spotty redness, diffuse redness, hyperplastic polyp, xanthoma, intestinal metaplasia, edema, nodularity, enlarged folds, and sticky mucus. Past infection was determined by the presence of patchy redness, map-like redness, and multiple whitish flat lesions.</p></sec>
<sec>
<title><italic>H. pylori</italic> infection treatment</title>
<p>Initial eradication treatment included standard triple therapy (n = 186), bismuth quadruple therapy (n = 22), HDDT (high-dose dual therapy) (n = 17), combination therapy (n = 2), or PBTL (proton pump inhibitor, bismuth, clarithromycin, and levofloxacin) (n = 1) depending on the available antibiotic resistance results. Next, patients took a UBT at least 6 weeks post-treatment to confirm eradication. If the initial eradication therapy failed, a second treatment was recommended with a bismuth-based quadruple therapy when culture results were unavailable or a tailored therapy if culture results were available. If they agreed, patients who failed second-line treatment were treated with a different regimen.</p></sec>
<sec>
<title>Scoring system for predicting <italic>H. pylori</italic> infection</title>
<p>The scoring system assessed three endoscopic parameters with scores ranging from 0 to 3 as follows: diffuse redness or spotty redness, nodularity, and RAC (<xref rid="SD1-kjim-2023-300" ref-type="supplementary-material">Supplementary Table 1</xref>). To develop the scoring system for predicting <italic>H. pylori</italic> infection, we divided factors into development (January 2019 to June 2021) and validation sets (July 2021 to December 2021) based on the test date. Initially, since there was a gray area between spotty and diffuse redness when viewed endoscopically, we defined diffuse redness and spotty redness as one factor. For the development set, we performed logistic regression analysis with backward elimination to select factors and predict the <italic>H. pylori</italic> infection status. In multivariable analysis, we found that diffuse redness or spotty redness and nodularity significantly increased the risk of <italic>H. pylori</italic> infection, and RAC significantly decreased the risk of <italic>H. pylori</italic> infection. Previous studies have shown that the presence of RAC, diffuse redness or spotty redness, and nodularity has low inter-observer variability, and they may be easily observed under white light endoscopy &#x0005B;<xref ref-type="bibr" rid="b11-kjim-2023-300">11</xref>&#x02013;<xref ref-type="bibr" rid="b14-kjim-2023-300">14</xref>&#x0005D;. Therefore, we selected nodularity, RAC, and spotty redness or diffuse redness as the key indicators (<xref rid="f2-kjim-2023-300" ref-type="fig">Fig. 2</xref>). The risk score was the weighted sum of these predictors, for which weights were the rounded integer value of the quotient of regression coefficients divided by the coefficient of the reference predictor (nodularity). The predicted probability was estimated by a logistic regression equation with the risk score in the validation set. The event probability was one divided by the sum of one and the exponential function of negative one times the sum of negative 0.9884 and 4.4197 times the score squared:</p>
<disp-formula id="fd1-kjim-2023-300">
<mml:math id="m1" display='block'>
<mml:semantics id="sm1">
<mml:mrow>
<mml:mtext>Estimate&#x02009;of&#x02009;the&#x02009;risk</mml:mtext>
<mml:mo>&#x003D;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>&#x002F;</mml:mo>
<mml:mo stretchy='false'>&#x005B;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>&#x002B;</mml:mo>
<mml:mtext>exp</mml:mtext>
<mml:mi>&#x02009;</mml:mi>
<mml:mo stretchy='false'>&#x007B;</mml:mo>
<mml:mo>&#x002D;</mml:mo>
<mml:mo stretchy='false'>&#x0028;</mml:mo>
<mml:mo>&#x002D;</mml:mo>
<mml:mn>0&#x002E;9884</mml:mn>
<mml:mo>&#x002B;</mml:mo>
<mml:mn>4&#x002E;4197</mml:mn>
<mml:mo>&#x002A;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mtext>Score</mml:mtext></mml:mrow></mml:mrow>
<mml:mn>2</mml:mn></mml:msup>
<mml:mo stretchy='false'>&#x0029;</mml:mo>
<mml:mo stretchy='false'>&#x007D;</mml:mo>
<mml:mo stretchy='false'>&#x005D;</mml:mo>
<mml:mo>&#x002E;</mml:mo></mml:mrow></mml:semantics></mml:math></disp-formula>
<p>The risk score&#x02019;s discrimination capability was assessed using the C statistic, and the calibration capability was assessed using a calibration plot and the Hosmer&#x02013;Lemeshow test in both the development and validation sets.</p></sec>
<sec>
<title>Statistical analysis</title>
<p>Statistical analysis was performed with SPSS ver. 22.0 for Windows (IBM Corp., Armonk, NY, USA) and R (version 3.6.1; <ext-link xlink:href="https://www.R-project.org" ext-link-type="uri">https://www.R-project.org</ext-link>). All descriptive variables are expressed as the mean with standard deviation representative of the distribution. In addition, each group characteristic was compared using the chi-squared or Fisher&#x02019;s exact tests for categorical variables and two-sample t-tests for continuous variables. A <italic>p</italic> value less than 0.05 (represented by &#x0201C;&lt; 0.05&#x0201D;) indicated statistical significance.</p></sec></sec>
<sec sec-type="results">
<title>RESULTS</title>
<sec>
<title>Endoscopic findings according to the <italic>H. pylori</italic> status and atrophy of <italic>H. pylori</italic>-negative patients</title>
<p>This study examined 358 <italic>H. pylori</italic>-positive and 132 <italic>H. pylori</italic>-negative patients. Based on endoscopic findings, compared with the <italic>H. pylori</italic>-negative group, the <italic>H. pylori</italic>-positive group exhibited a significantly higher prevalence of atrophy (98.6&#x00025; vs. 81.1&#x00025;, <italic>p</italic> &lt; 0.001), intestinal metaplasia (64.0&#x00025; vs. 45.5&#x00025;, <italic>p</italic> &lt; 0.001), diffuse redness (47.5&#x00025; vs. 3.0&#x00025;, <italic>p</italic> &lt; 0.001), spotty redness (77.1&#x00025; vs. 6.8&#x00025;, <italic>p</italic> &lt; 0.001), edema (14.2&#x00025; vs. 5.3&#x00025;, <italic>p</italic> = 0.010), sticky mucus (28.5&#x00025; vs. 1.5&#x00025;, <italic>p</italic> &lt; 0.001), enlarged folds (6.1&#x00025; vs. 0.0&#x00025;, <italic>p</italic> = 0.008), and nodularity (7.5&#x00025; vs. 0.0&#x00025;, <italic>p</italic> = 0.003). On the other hand, compared with the <italic>H. pylori</italic>-positive group, the <italic>H. pylori</italic>-negative group had a significantly higher occurrence of RAC (56.1&#x00025; vs. 1.1&#x00025;, <italic>p</italic> &lt; 0.001), fundic gland polyp (12.9&#x00025; vs. 0.6&#x00025;, <italic>p</italic> &lt; 0.001), linear streak (37.9&#x00025; vs. 0.8&#x00025;, <italic>p</italic> &lt; 0.001), and raised erosion (28.8&#x00025; vs. 2.0&#x00025;, <italic>p</italic> &lt; 0.001) (<xref rid="t1-kjim-2023-300" ref-type="table">Table 1</xref>).</p>
<p>The <italic>H. pylori</italic>-negative group was further divided into no atrophy (n = 25) and atrophy (n = 107). The mean age of the no atrophy group was lower than that of the atrophy group (48.4 &#x000B1; 17.3 yr vs. 63.4 &#x000B1; 11.3 yr). Endoscopic features demonstrated that all 25 patients in the no atrophy group had notably more RAC (100.0&#x00025; vs. 45.8&#x00025;, <italic>p</italic> &lt; 0.001) and linear streaks (84.0&#x00025; vs. 27.1&#x00025;, <italic>p</italic> &lt; 0.001) than those in the atrophy group. The no atrophy group did not exhibit intestinal metaplasia, diffuse redness, spotty redness, edema, sticky mucus, enlarged folds, nodularity, or hyperplastic polyp. On the other hand, 56.1&#x00025; of patients in the atrophy group had intestinal metaplasia (<italic>p</italic> &lt; 0.001), and 24.3&#x00025; of them had xanthoma (<italic>p</italic> = 0.025) (<xref rid="SD2-kjim-2023-300" ref-type="supplementary-material">Supplementary Table 2</xref>).</p></sec>
<sec>
<title>A scoring system for predicting <italic>H. pylori</italic> infection</title>
<p>The development set consisted of 349 patients, and the validation set included 141 patients. In our scoring system (0&#x02013;3), diffuse or spotty redness, nodularity, and RAC loss were worth 1 point each. At a score of 2, 97&#x00025; of patients in the development and validation sets were <italic>H. pylori-</italic>positive, and at a score of 3, 100&#x00025; of patients were <italic>H. pylori-</italic>positive (<xref rid="t2-kjim-2023-300" ref-type="table">Table 2</xref>). The scoring system indicated 2&#x00025;, 45&#x00025;, 96&#x00025;, and 99&#x00025; infection risk at scores of 0, 1, 2, and 3, respectively (<xref rid="f3-kjim-2023-300" ref-type="fig">Fig. 3</xref>).</p></sec>
<sec>
<title>Performance of the scoring system</title>
<p>The performance of the scoring system was assessed using discrimination and calibration metrics (<xref rid="t3-kjim-2023-300" ref-type="table">Table 3</xref>). Discrimination capability was evaluated using the C statistic, and calibration was assessed using the Hosmer&#x02013;Lemeshow test. For the development set, the scoring system demonstrated a high level of discrimination, with a C statistic of 0.929 (standard error &#x0005B;SE&#x0005D; = 0.018) and a 95&#x00025; confidence interval (CI) ranging from 0.894 to 0.963. The calibration of the model showed acceptable agreement with the observed outcomes, as indicated by a Hosmer&#x02013;Lemeshow &#x003C7;<sup>2</sup> value of 2.000 (degrees of freedom &#x0005B;DF&#x0005D; = 2) and a non-significant <italic>p</italic> value of 0.368, suggesting no evidence of poor fit. For the temporal validation set, the model maintained strong discrimination with a C statistic of 0.951 (SE = 0.017) and a 95&#x00025; CI of 0.918&#x02013;0.984. The calibration test yielded a &#x003C7;<sup>2</sup> value of 0.084 (DF = 2) with a <italic>p</italic> value of 0.959, indicating a good fit between the predicted and observed event rates over the deciles of risk.</p></sec>
<sec>
<title>Endoscopic findings according to the success of initial eradication therapy</title>
<p>The endoscopic findings of patients who underwent the initial eradication therapy were categorized into the success (n = 198) or failure (n = 30) groups, with an 86&#x00025; success rate observed with initial eradication treatment. The success group was treated with various eradication regimens, including standard triple therapy (163/186, 87&#x00025;), bismuth-based quadruple therapy (22/22, 100&#x00025;), combination therapy (1/2, 50&#x00025;), HDDT (14/17, 82&#x00025;), and PBTL (1/1, 100&#x00025;). Patients with an unsuccessful initial treatment were re-treated with the following regimens: standard triple therapy (0/1, 0&#x00025;), bismuth-based quadruple therapy (12/14, 86&#x00025;), HDDT (0/2, 0&#x00025;), and PAL (proton pump inhibitor, amoxicillin, and levofloxacin) (1/1, 100&#x00025;). All patients with an unsuccessful second eradication treatment with standard triple and high-dose dual therapies were successfully treated with bismuth-based quadruple therapy. The remaining patients were lost to follow-up or refused further treatment. The proportions of patients with diffuse redness and sticky mucus were significantly higher in the failure group than in the success group (43.9&#x00025; vs. 66.7&#x00025;, <italic>p</italic> = 0.033 and 26.8&#x00025; vs. 46.7&#x00025;, <italic>p</italic> = 0.044, respectively) (<xref rid="SD3-kjim-2023-300" ref-type="supplementary-material">Supplementary Table 3</xref>).</p></sec></sec>
<sec sec-type="discussion">
<title>DISCUSSION</title>
<p><italic>H. pylori</italic> infection causes various gastrointestinal symptoms and contributes to gastric ulcers, cancer, and associated lymphoma; thus, <italic>H. pylori</italic> eradication improves gastritis and helps prevent gastric ulcers and cancer. The global <italic>H. pylori</italic> prevalence has surpassed 50&#x00025;, making eradication treatment crucial to prevent the disease from spreading. This study compared endoscopic findings of <italic>H. pylori</italic> infection, created a scoring system for predicting infection, and identified endoscopic features that may influence eradication treatment, such as diffuse redness and sticky mucus.</p>
<p>The findings of the Kyoto classification of gastritis indicate <italic>H. pylori</italic> infection and non-infection. In addition, several studies have suggested that mucosal edema, spotty redness, diffuse redness, nodularity, and RAC loss are associated with <italic>H. pylori</italic> infection &#x0005B;<xref ref-type="bibr" rid="b7-kjim-2023-300">7</xref>,<xref ref-type="bibr" rid="b10-kjim-2023-300">10</xref>,<xref ref-type="bibr" rid="b15-kjim-2023-300">15</xref>,<xref ref-type="bibr" rid="b16-kjim-2023-300">16</xref>&#x0005D;. In our study, these endoscopic features were considerably more apparent in <italic>H. pylori</italic>-infected patients, whereas uninfected patients showed increased RAC presence, fundic gland polyp, linear streak, and raised erosion. The presence of hematin did not significantly differ between patients in our study, which may be explained by its association with mucosal injury from other factors &#x0005B;<xref ref-type="bibr" rid="b17-kjim-2023-300">17</xref>&#x0005D;. Although xanthoma is closely associated with <italic>H. pylori</italic> infection, our results did not show a significant difference between the two groups &#x0005B;<xref ref-type="bibr" rid="b18-kjim-2023-300">18</xref>&#x02013;<xref ref-type="bibr" rid="b20-kjim-2023-300">20</xref>&#x0005D;. It is possible that xanthoma is also associated with other causes, including idiopathic drug-associated atrophy and dyslipidemia &#x0005B;<xref ref-type="bibr" rid="b21-kjim-2023-300">21</xref>&#x0005D;.</p>
<p>A previous study established that a score of 2 or more in the Kyoto classification system indicates <italic>H. pylori</italic> infection with an infection rate higher than 90&#x00025; &#x0005B;<xref ref-type="bibr" rid="b22-kjim-2023-300">22</xref>&#x0005D;. This preceding 0 to 8 scoring system examines five endoscopic features: atrophy degree (none, C1: 0, C2, C3: 1, O1&#x02013;O3: 2), intestinal metaplasia (none: 0, antrum: 1, body: 2), gastric folds enlargement (&lt; 5 mm: 0, &#x02265; 5 mm: 1), nodularity (absence: 0, presence: 1), and diffuse redness (none: 0, mild: 1, severe: 2). However, by only considering five factors and including subjective scores that cannot be directly measured, its findings may be misleading in clinical practice. Therefore, we established a practical scoring system to assess the most objective factors, which was efficient in predicting <italic>H. pylori</italic> infection in our internal validation set. A score of 2 suggested possible <italic>H. pylori</italic> infection with a 96&#x00025; probability, and a score of 3 indicated that <italic>H. pylori</italic> infection was almost certain with a 99&#x00025; probability. Further external validation with more patients and multicenter studies are needed to provide more concrete evidence.</p>
<p>In our study, we found that 50&#x00025; of <italic>H. pylori</italic>-negative patients had an open type of atrophy. A previous study has shown that chronic atrophic gastritis in patients with no history of <italic>H. pylori</italic> active infection or antimicrobial therapy may most likely be attributed to unintentional eradication of <italic>H. pylori</italic> after antibiotic treatment for another infectious disease, unreported successful eradication, or <italic>H. pylori</italic> that spontaneously disappeared &#x0005B;<xref ref-type="bibr" rid="b23-kjim-2023-300">23</xref>&#x0005D;. Therefore, in our <italic>H. pylori-</italic>negative group, although we tried to exclude past infection based on patient history, it seems that patients with past infection were not completely excluded. As shown in <xref rid="SD2-kjim-2023-300" ref-type="supplementary-material">Supplementary Table 2</xref>, the group without atrophy had endoscopic findings similar to those of treatment-na&#x000EF;ve patients, and the group with atrophy was similar to patients with past infection &#x0005B;<xref ref-type="bibr" rid="b7-kjim-2023-300">7</xref>&#x0005D;. Accordingly, further studies are needed to distinguish between patients with past infection and na&#x000EF;ve patients by performing pepsinogen tests.</p>
<p>Our scoring system is based on the presence of RAC, diffuse or spotty redness, and nodularity. In a previous study on the diagnosis of <italic>H. pylori</italic> gastritis, endoscopists with less than 2 years of experience were able to properly diagnose <italic>H. pylori</italic> gastritis based on the presence of RAC &#x0005B;<xref ref-type="bibr" rid="b11-kjim-2023-300">11</xref>&#x0005D;. In some cases, since diffuse redness and spotty redness can be difficult to distinguish endoscopically, we addressed this ambiguity by combining them into one factor. Previous studies have shown good intra-observer variability when using nodularity and redness to diagnose <italic>H. pylori</italic> gastritis &#x0005B;<xref ref-type="bibr" rid="b13-kjim-2023-300">13</xref>,<xref ref-type="bibr" rid="b14-kjim-2023-300">14</xref>&#x0005D;. As we used endoscopic features in our scoring system, which are relatively easy to evaluate, we believe that our system can be easily used by inexperienced endoscopists.</p>
<p>In our scoring system, the risk estimates for patients with total scores of 2 and 3 were 0.963 and 0.998, respectively. Although the increase in risk estimates from 0.963 to 0.998 for risk scores 2 and 3 may seem like a small difference in absolute numbers, it may be a meaningful increase in the diagnosis of <italic>H. pylori</italic> gastritis. However, since the patients in our study were screened for definite <italic>H. pylori</italic> positivity and negativity, the result may be attributed to the small sample size of the patients. Therefore, external validation of the scoring system with a larger population is needed in the future.</p>
<p>Previously, Kato et al. &#x0005B;<xref ref-type="bibr" rid="b24-kjim-2023-300">24</xref>&#x0005D; reported lower-grade diffuse redness among patients with successful eradication treatment. Some studies suggest that hydrophobic mucosal layer interactions and biofilm formation due to <italic>H. pylori</italic> infection may interfere with eradication treatment. For example, <italic>H. pylori</italic> localization and colonization occur beneath the mucosal layer, potentially reducing therapeutic effects and removing drugs &#x0005B;<xref ref-type="bibr" rid="b25-kjim-2023-300">25</xref>,<xref ref-type="bibr" rid="b26-kjim-2023-300">26</xref>&#x0005D;. In our study, diffuse redness or sticky mucus was significantly more common in the eradication failure group than in the eradication success group. This outcome may be attributed to sticky mucus preventing antibiotics from being directly delivered to <italic>H. pylori</italic>. Therefore, if diffuse redness or sticky mucus is evident, a culture study may be recommended so that antibiotic susceptibility results may be considered during treatment.</p>
<p>Our study has several limitations. First, there may be inter-observer variability as two endoscopists (JYA and JYS) evaluated the endoscopic findings. However, the endoscopists had more than 15 years of experience with 10 or more daily upper endoscopies and were well-trained to describe <italic>H. pylori</italic> gastritis findings objectively. Second, the initial eradication treatment was heterogeneous based on antibiotic susceptibility and resistance results. Third, as a pepsinogen test to distinguish between treatment-na&#x000EF;ve patients and patients with past infection was not performed, <italic>H. pylori</italic>-negative patients were presumed to be a mix of treatment-na&#x000EF;ve patients and patients with past infection. Fourth, fewer <italic>H. pylori</italic>-negative patients than <italic>H. pylori</italic>-positive patients were enrolled. Nevertheless, we selected <italic>H. pylori</italic>-positive and -negative patients definitively by multiple modalities. Fifth, because we recruited patients who underwent infection testing, there may be a possibility of selection bias. Patients who underwent <italic>H. pylori</italic> testing might have certain characteristics or symptoms that led to the test, which could influence the endoscopic features observed. Therefore, to strengthen the validity of the scoring system, it would be beneficial to conduct prospective studies involving a broader and more diverse patient population with external validation.</p>
<p>In conclusion, we developed a scoring system based on endoscopic morphologic features to predict <italic>H. pylori</italic> infection, which performed well in the internal validation test. Considering that diffuse redness and sticky mucus might be associated with initial eradication treatment failure, performing <italic>H. pylori</italic> culture with antibiotic susceptibility testing may be more efficient. No endoscopic features were found to affect culture growth. <italic>H. pylori</italic> testing should be performed when spotty redness, diffuse redness, nodularity, and RAC are notably absent from endoscopic findings.</p>
</sec>
<sec>
<title>KEY MESSAGE</title>
<boxed-text position="float" orientation="portrait">
<p>1. Our simple scoring system showed potential for improving diagnostic accuracy in <italic>H. pylori</italic> infection.</p>
<p>2. <italic>H. pylori</italic> testing should be considered upon spotty redness, diffuse redness, nodularity, and RAC absence on endoscopic findings.</p></boxed-text></sec>
</body>
<back>
<sec sec-type="supplementary-material">
<title>Supplementary Information</title>
<supplementary-material id="SD1-kjim-2023-300" content-type="local-data">
<media xlink:href="kjim-2023-300-Supplementary-Table-1.pdf" mimetype="application" mime-subtype="pdf"/></supplementary-material>
<supplementary-material id="SD2-kjim-2023-300" content-type="local-data">
<media xlink:href="kjim-2023-300-Supplementary-Table-2.pdf" mimetype="application" mime-subtype="pdf"/></supplementary-material>
<supplementary-material id="SD3-kjim-2023-300" content-type="local-data">
<media xlink:href="kjim-2023-300-Supplementary-Table-3.pdf" mimetype="application" mime-subtype="pdf"/></supplementary-material></sec>
<fn-group><fn id="fn1-kjim-2023-300">
<p><bold>CRedit authorship contributions</bold></p>
<p>Jun-young Seo: investigation, data curation, formal analysis, writing - original draft, writing - review &amp; editing; Ji Yong Ahn: conceptualization, methodology, writing - review &amp; editing, supervision; Seonok Kim: formal analysis; Hee Kyong Na: writing - review &amp; editing; Jeong Hoon Lee: writing - review &amp; editing; Kee Wook Jung: supervision; Do Hoon Kim: supervision; Kee Don Choi: supervision; Ho June Song: supervision; Gin Hyug Lee: supervision; Hwoon-Yong Jung: supervision</p></fn><fn id="fn2-kjim-2023-300" fn-type="conflict">
<p><bold>Conflicts of interest</bold></p>
<p>The authors disclose no conflicts.</p></fn><fn id="fn3-kjim-2023-300">
<p><bold>Funding</bold></p>
<p>None</p></fn></fn-group>
<ref-list>
<title>REFERENCES</title>
<ref id="b1-kjim-2023-300">
<label>1</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Malfertheiner</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Megraud</surname>
<given-names>F</given-names>
</name>
<name>
<surname>O&#x02019;Morain</surname>
<given-names>CA</given-names>
</name>
<etal/>
</person-group>
<article-title>Management of <italic>Helicobacter pylori</italic> infection--the Maastricht IV/Florence Consensus Report</article-title>
<source>Gut</source>
<year>2012</year>
<volume>61</volume>
<fpage>646</fpage>
<lpage>664</lpage>
</element-citation>
</ref>
<ref id="b2-kjim-2023-300">
<label>2</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hooi</surname>
<given-names>JKY</given-names>
</name>
<name>
<surname>Lai</surname>
<given-names>WY</given-names>
</name>
<name>
<surname>Ng</surname>
<given-names>WK</given-names>
</name>
<etal/>
</person-group>
<article-title>Global prevalence of <italic>Helicobacter pylori</italic> infection: systematic review and meta-analysis</article-title>
<source>Gastroenterology</source>
<year>2017</year>
<volume>153</volume>
<fpage>420</fpage>
<lpage>429</lpage>
</element-citation>
</ref>
<ref id="b3-kjim-2023-300">
<label>3</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Uemura</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Okamoto</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Yamamoto</surname>
<given-names>S</given-names>
</name>
<etal/>
</person-group>
<article-title>
<italic>Helicobacter pylori</italic> infection and the development of gastric cancer</article-title>
<source>N Engl J Med</source>
<year>2001</year>
<volume>345</volume>
<fpage>784</fpage>
<lpage>789</lpage>
</element-citation>
</ref>
<ref id="b4-kjim-2023-300">
<label>4</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Graham</surname>
<given-names>DY</given-names>
</name>
</person-group>
<article-title>Helicobacter pylori infection in the pathogenesis of duodenal ulcer and gastric cancer: a model</article-title>
<source>Gastroenterology</source>
<year>1997</year>
<volume>113</volume>
<fpage>1983</fpage>
<lpage>1991</lpage>
</element-citation>
</ref>
<ref id="b5-kjim-2023-300">
<label>5</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kamada</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Hata</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Sugiu</surname>
<given-names>K</given-names>
</name>
<etal/>
</person-group>
<article-title>Clinical features of gastric cancer discovered after successful eradication of <italic>Helicobacter pylori</italic>: results from a 9-year prospective follow-up study in Japan</article-title>
<source>Aliment Pharmacol Ther</source>
<year>2005</year>
<volume>21</volume>
<fpage>1121</fpage>
<lpage>1126</lpage>
</element-citation>
</ref>
<ref id="b6-kjim-2023-300">
<label>6</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fukase</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Kato</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Kikuchi</surname>
<given-names>S</given-names>
</name>
<etal/>
</person-group>
<article-title>Effect of eradication of <italic>Helicobacter pylori</italic> on incidence of metachronous gastric carcinoma after endoscopic resection of early gastric cancer: an open-label, randomised controlled trial</article-title>
<source>Lancet</source>
<year>2008</year>
<volume>372</volume>
<fpage>392</fpage>
<lpage>397</lpage>
</element-citation>
</ref>
<ref id="b7-kjim-2023-300">
<label>7</label>
<element-citation publication-type="book">
<person-group person-group-type="author">
<name>
<surname>Haruma</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Kato</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Inoue</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Murakami</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Kamada</surname>
<given-names>T</given-names>
</name>
</person-group>
<source>Kyoto classification of gastritis</source>
<publisher-loc>Tokyo</publisher-loc>
<publisher-name>Nihon Medical Center</publisher-name>
<year>2017</year>
</element-citation>
</ref>
<ref id="b8-kjim-2023-300">
<label>8</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname>
<given-names>DB</given-names>
</name>
<name>
<surname>Chung</surname>
<given-names>WC</given-names>
</name>
</person-group>
<article-title>Accuracy of endoscopic diagnosis of mild atrophic gastritis with <italic>Helicobacter pylori</italic> infection</article-title>
<source>Clin Endosc</source>
<year>2018</year>
<volume>51</volume>
<fpage>310</fpage>
<lpage>312</lpage>
</element-citation>
</ref>
<ref id="b9-kjim-2023-300">
<label>9</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alaboudy</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Elbahrawy</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Matsumoto</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Galal</surname>
<given-names>GM</given-names>
</name>
<name>
<surname>Chiba</surname>
<given-names>T</given-names>
</name>
</person-group>
<article-title>Regular arrangement of collecting venules: does patient age affect its accuracy?</article-title>
<source>World J Gastrointest Endosc</source>
<year>2011</year>
<volume>3</volume>
<fpage>118</fpage>
<lpage>123</lpage>
</element-citation>
</ref>
<ref id="b10-kjim-2023-300">
<label>10</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Garc&#x000E9;s-Dur&#x000E1;n</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Garc&#x000ED;a-Rodr&#x000ED;guez</surname>
<given-names>A</given-names>
</name>
<name>
<surname>C&#x000F3;rdova</surname>
<given-names>H</given-names>
</name>
<etal/>
</person-group>
<article-title>Association between a regular arrangement of collecting venules and absence of <italic>Helicobacter pylori</italic> infection in a European population</article-title>
<source>Gastrointest Endosc</source>
<year>2019</year>
<volume>90</volume>
<fpage>461</fpage>
<lpage>466</lpage>
</element-citation>
</ref>
<ref id="b11-kjim-2023-300">
<label>11</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Watanabe</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Nagata</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Shimbo</surname>
<given-names>T</given-names>
</name>
<etal/>
</person-group>
<article-title>Accuracy of endoscopic diagnosis of <italic>Helicobacter pylori</italic> infection according to level of endoscopic experience and the effect of training</article-title>
<source>BMC Gastroenterol</source>
<year>2013</year>
<volume>13</volume>
<fpage>128</fpage>
</element-citation>
</ref>
<ref id="b12-kjim-2023-300">
<label>12</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Garc&#x000E9;s-Dur&#x000E1;n</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Gald&#x000ED;n-Ferreyra</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Delgado-Guillena</surname>
<given-names>PG</given-names>
</name>
<etal/>
</person-group>
<article-title>Diagnosis of <italic>Helicobacter pylori</italic> infection by the arrangement of collecting venules using white light endoscopy: evaluation of interobserver agreement</article-title>
<source>Dig Dis</source>
<year>2022</year>
<volume>40</volume>
<fpage>376</fpage>
<lpage>384</lpage>
</element-citation>
</ref>
<ref id="b13-kjim-2023-300">
<label>13</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname>
<given-names>MJ</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>TE</given-names>
</name>
<name>
<surname>Chang</surname>
<given-names>WH</given-names>
</name>
<name>
<surname>Liao</surname>
<given-names>TC</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>CC</given-names>
</name>
<name>
<surname>Shih</surname>
<given-names>SC</given-names>
</name>
</person-group>
<article-title>Nodular gastritis: an endoscopic indicator of <italic>Helicobacter pylori</italic> infection</article-title>
<source>Dig Dis Sci</source>
<year>2007</year>
<volume>52</volume>
<fpage>2662</fpage>
<lpage>2666</lpage>
</element-citation>
</ref>
<ref id="b14-kjim-2023-300">
<label>14</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname>
<given-names>OZ</given-names>
</name>
<name>
<surname>Rhee</surname>
<given-names>KH</given-names>
</name>
<name>
<surname>Oh</surname>
<given-names>H</given-names>
</name>
<etal/>
</person-group>
<trans-title xml:lang="en">Prediction of <italic>Helicobacter pylo</italic>ri infection by endoscopic severity of erythematous/exudative gastritis in asymptomatic adults</trans-title>
<source>Korean J Gastroenterol</source>
<year>2022</year>
<volume>80</volume>
<fpage>135</fpage>
<lpage>141</lpage>
<comment>Korean</comment>
</element-citation>
</ref>
<ref id="b15-kjim-2023-300">
<label>15</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hojo</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Nagahara</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Kudo</surname>
<given-names>T</given-names>
</name>
<etal/>
</person-group>
<article-title>Endoscopic findings of <italic>Helicobacter pylori</italic> gastritis in children and young adults based on the Kyoto classification of gastritis and age-associated changes</article-title>
<source>JGH Open</source>
<year>2021</year>
<volume>5</volume>
<fpage>1197</fpage>
<lpage>1202</lpage>
</element-citation>
</ref>
<ref id="b16-kjim-2023-300">
<label>16</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yuan</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>XM</given-names>
</name>
<name>
<surname>Ou</surname>
<given-names>Y</given-names>
</name>
<etal/>
</person-group>
<article-title>Association between regular arrangement of collecting venules and Helicobacter pylori status in routine endoscopy</article-title>
<source>BMC Gastroenterol</source>
<year>2021</year>
<volume>21</volume>
<fpage>389</fpage>
</element-citation>
</ref>
<ref id="b17-kjim-2023-300">
<label>17</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Appelman</surname>
<given-names>HD</given-names>
</name>
</person-group>
<article-title>Gastritis: terminology, etiology, and clinicopathological correlations: another biased view</article-title>
<source>Hum Pathol</source>
<year>1994</year>
<volume>25</volume>
<fpage>1006</fpage>
<lpage>1019</lpage>
</element-citation>
</ref>
<ref id="b18-kjim-2023-300">
<label>18</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kaiserling</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Heinle</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Itabe</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Takano</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Remmele</surname>
<given-names>W</given-names>
</name>
</person-group>
<article-title>Lipid islands in human gastric mucosa: morphological and immunohistochemical findings</article-title>
<source>Gastroenterology</source>
<year>1996</year>
<volume>110</volume>
<fpage>369</fpage>
<lpage>374</lpage>
</element-citation>
</ref>
<ref id="b19-kjim-2023-300">
<label>19</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kitamura</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Muguruma</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Okamoto</surname>
<given-names>K</given-names>
</name>
<etal/>
</person-group>
<article-title>Clinicopathological assessment of gastric xanthoma as potential predictive marker of gastric cancer</article-title>
<source>Digestion</source>
<year>2017</year>
<volume>96</volume>
<fpage>199</fpage>
<lpage>206</lpage>
</element-citation>
</ref>
<ref id="b20-kjim-2023-300">
<label>20</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Isomoto</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Mizuta</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Inoue</surname>
<given-names>K</given-names>
</name>
<etal/>
</person-group>
<article-title>A close relationship between <italic>Helicobacter pylori</italic> infection and gastric xanthoma</article-title>
<source>Scand J Gastroenterol</source>
<year>1999</year>
<volume>34</volume>
<fpage>346</fpage>
<lpage>352</lpage>
</element-citation>
</ref>
<ref id="b21-kjim-2023-300">
<label>21</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yi</surname>
<given-names>SY</given-names>
</name>
</person-group>
<article-title>Dyslipidemia and <italic>H pylori</italic> in gastric xanthomatosis</article-title>
<source>World J Gastroenterol</source>
<year>2007</year>
<volume>13</volume>
<fpage>4598</fpage>
<lpage>4601</lpage>
</element-citation>
</ref>
<ref id="b22-kjim-2023-300">
<label>22</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Toyoshima</surname>
<given-names>O</given-names>
</name>
<name>
<surname>Nishizawa</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Arita</surname>
<given-names>M</given-names>
</name>
<etal/>
</person-group>
<article-title>
<italic>Helicobacter pylori</italic> infection in subjects negative for high titer serum antibody</article-title>
<source>World J Gastroenterol</source>
<year>2018</year>
<volume>24</volume>
<fpage>1419</fpage>
<lpage>1428</lpage>
</element-citation>
</ref>
<ref id="b23-kjim-2023-300">
<label>23</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kishikawa</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Ojiro</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Nakamura</surname>
<given-names>K</given-names>
</name>
<etal/>
</person-group>
<article-title>Previous <italic>Helicobacter pylori</italic> infection-induced atrophic gastritis: a distinct disease entity in an understudied population without a history of eradication</article-title>
<source>Helicobacter</source>
<year>2020</year>
<volume>25</volume>
<fpage>e12669</fpage>
</element-citation>
</ref>
<ref id="b24-kjim-2023-300">
<label>24</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kato</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Yagi</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Kamada</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Shimbo</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Watanabe</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Ida</surname>
<given-names>K</given-names>
</name>
</person-group>
<article-title>Diagnosis of <italic>Helicobacter pylori</italic> infection in gastric mucosa by endoscopic features: a multicenter prospective study</article-title>
<source>Dig Endosc</source>
<year>2013</year>
<volume>25</volume>
<fpage>508</fpage>
<lpage>518</lpage>
</element-citation>
</ref>
<ref id="b25-kjim-2023-300">
<label>25</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>X</given-names>
</name>
<name>
<surname>Shen</surname>
<given-names>Y</given-names>
</name>
<etal/>
</person-group>
<article-title>Mucus penetration enhanced lipid polymer nanoparticles improve the eradication rate of <italic>Helicobacter pylori</italic> biofilm</article-title>
<source>J Control Release</source>
<year>2019</year>
<volume>300</volume>
<fpage>52</fpage>
<lpage>63</lpage>
</element-citation>
</ref>
<ref id="b26-kjim-2023-300">
<label>26</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ensign</surname>
<given-names>LM</given-names>
</name>
<name>
<surname>Cone</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Hanes</surname>
<given-names>J</given-names>
</name>
</person-group>
<article-title>Oral drug delivery with polymeric nanoparticles: the gastrointestinal mucus barriers</article-title>
<source>Adv Drug Deliv Rev</source>
<year>2012</year>
<volume>64</volume>
<fpage>557</fpage>
<lpage>570</lpage>
</element-citation>
</ref>
</ref-list>
<sec sec-type="display-objects">
<title>Figures and Tables</title>
<fig id="f1-kjim-2023-300" position="float">
<label>Figure 1</label>
<caption>
<p>Flowchart of patients tested for <italic>H. pylori</italic> infection. <italic>H. pylori</italic>, <italic>Helicobacter pylori</italic>; MALToma, mucosa-associated lymphoid</p></caption>
<graphic xlink:href="kjim-2023-300f1.gif"/></fig>
<fig id="f2-kjim-2023-300" position="float">
<label>Figure 2</label>
<caption>
<p>Endoscopic images showing the presence of (A) regular arrangement of collecting venules, (B) spotty redness, (C) diffuse redness, and (D) nodularity.</p></caption>
<graphic xlink:href="kjim-2023-300f2.gif"/></fig>
<fig id="f3-kjim-2023-300" position="float">
<label>Figure 3</label>
<caption>
<p>Estimated <italic>H. pylori</italic> infection risk according to the score. <italic>H. pylori</italic>, <italic>Helicobacter pylori</italic></p></caption>
<graphic xlink:href="kjim-2023-300f3.gif"/></fig>
<fig id="f4-kjim-2023-300" position="float">
<graphic xlink:href="kjim-2023-300f4.gif"/></fig>
<table-wrap id="t1-kjim-2023-300" position="float">
<label>Table 1</label>
<caption>
<p>Endoscopic features in <italic>H. pylori</italic> infection diagnosed from the rapid urease test, urea breath test, or culture</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="bottom" align="left">Variable</th>
<th valign="bottom" align="center"><italic>H. pylori</italic>-positive (n = 358)</th>
<th valign="bottom" align="center"><italic>H. pylori</italic>-negative (n = 132)</th>
<th valign="bottom" align="center"><italic>p</italic> value</th></tr></thead>
<tbody>
<tr>
<td valign="top" align="left">M/F</td>
<td valign="top" align="center">224/134 (62.6)</td>
<td valign="top" align="center">72/60 (54.5)</td>
<td valign="top" align="right">&gt; 0.999</td></tr>
<tr>
<td valign="top" align="left">Age (yr)</td>
<td valign="top" align="center">61.8 &#x000B1; 10.9</td>
<td valign="top" align="center">60.6 &#x000B1; 13.9</td>
<td valign="top" align="right">0.349</td></tr>
<tr>
<td colspan="4" valign="top" align="left">Endoscopic features</td></tr>
<tr>
<td colspan="4" valign="top" align="left">&#x02003;<italic>H. pylori</italic> non-infection</td></tr>
<tr>
<td valign="top" align="left">&#x02003;&#x02003;RAC</td>
<td valign="top" align="center">4 (1.1)</td>
<td valign="top" align="center">74 (56.1)</td>
<td valign="top" align="right">&lt; 0.001</td></tr>
<tr>
<td valign="top" align="left">&#x02003;&#x02003;Fundic gland polyp</td>
<td valign="top" align="center">2 (0.6)</td>
<td valign="top" align="center">17 (12.9)</td>
<td valign="top" align="right">&lt; 0.001</td></tr>
<tr>
<td valign="top" align="left">&#x02003;&#x02003;Linear streak</td>
<td valign="top" align="center">3 (0.8)</td>
<td valign="top" align="center">50 (37.9)</td>
<td valign="top" align="right">&lt; 0.001</td></tr>
<tr>
<td valign="top" align="left">&#x02003;&#x02003;Raised erosion</td>
<td valign="top" align="center">7 (2.0)</td>
<td valign="top" align="center">38 (28.8)</td>
<td valign="top" align="right">&lt; 0.001</td></tr>
<tr>
<td valign="top" align="left">&#x02003;&#x02003;Hematin</td>
<td valign="top" align="center">11 (3.1)</td>
<td valign="top" align="center">7 (5.3)</td>
<td valign="top" align="right">0.371</td></tr>
<tr>
<td colspan="4" valign="top" align="left">&#x02003;<italic>H. pylori</italic> infection</td></tr>
<tr>
<td valign="top" align="left">&#x02003;&#x02003;Atrophy type</td>
<td valign="top" align="center">353 (98.6)</td>
<td valign="top" align="center">107 (81.1)</td>
<td valign="top" align="right">&lt; 0.001</td></tr>
<tr>
<td valign="top" align="left">&#x02003;&#x02003;&#x02003;Closed</td>
<td valign="top" align="center">87 (24.3)</td>
<td valign="top" align="center">41 (31.1)</td>
<td valign="top" align="right">&lt; 0.001</td></tr>
<tr>
<td valign="top" align="left">&#x02003;&#x02003;&#x02003;Open</td>
<td valign="top" align="center">266 (74.3)</td>
<td valign="top" align="center">66 (50.0)</td>
<td valign="top" align="right"/></tr>
<tr>
<td valign="top" align="left">&#x02003;&#x02003;Intestinal metaplasia</td>
<td valign="top" align="center">229 (64.0)</td>
<td valign="top" align="center">60 (45.5)</td>
<td valign="top" align="right">&lt; 0.001</td></tr>
<tr>
<td valign="top" align="left">&#x02003;&#x02003;Diffuse redness</td>
<td valign="top" align="center">170 (47.5)</td>
<td valign="top" align="center">4 (3.0)</td>
<td valign="top" align="right">&lt; 0.001</td></tr>
<tr>
<td valign="top" align="left">&#x02003;&#x02003;Spotty redness</td>
<td valign="top" align="center">276 (77.1)</td>
<td valign="top" align="center">9 (6.8)</td>
<td valign="top" align="right">&lt; 0.001</td></tr>
<tr>
<td valign="top" align="left">&#x02003;&#x02003;Edema</td>
<td valign="top" align="center">51 (14.2)</td>
<td valign="top" align="center">7 (5.3)</td>
<td valign="top" align="right">0.010</td></tr>
<tr>
<td valign="top" align="left">&#x02003;&#x02003;Sticky mucus</td>
<td valign="top" align="center">102 (28.5)</td>
<td valign="top" align="center">2 (1.5)</td>
<td valign="top" align="right">&lt; 0.001</td></tr>
<tr>
<td valign="top" align="left">&#x02003;&#x02003;Enlarged folds</td>
<td valign="top" align="center">22 (6.1)</td>
<td valign="top" align="center">0 (0.0)</td>
<td valign="top" align="right">0.008</td></tr>
<tr>
<td valign="top" align="left">&#x02003;&#x02003;Nodularity</td>
<td valign="top" align="center">27 (7.5)</td>
<td valign="top" align="center">0 (0.0)</td>
<td valign="top" align="right">0.003</td></tr>
<tr>
<td valign="top" align="left">&#x02003;&#x02003;Xanthoma</td>
<td valign="top" align="center">76 (21.2)</td>
<td valign="top" align="center">26 (19.7)</td>
<td valign="top" align="right">0.806</td></tr>
<tr>
<td valign="top" align="left">&#x02003;&#x02003;Hyperplastic polyp</td>
<td valign="top" align="center">28 (7.8)</td>
<td valign="top" align="center">4 (3.0)</td>
<td valign="top" align="right">0.089</td></tr></tbody></table>
<table-wrap-foot><fn id="tfn1-kjim-2023-300">
<p>Values are presented as number (&#x00025;) or mean &#x000B1; standard deviation.</p></fn><fn id="tfn2-kjim-2023-300">
<p><italic>H. pylori, Helicobacter pylori</italic>; M, male; F, female; RAC, regular arrangement of collecting venules.</p></fn></table-wrap-foot></table-wrap>
<table-wrap id="t2-kjim-2023-300" position="float">
<label>Table 2</label>
<caption>
<p><italic>H. pylori</italic> infection risk estimates according to the development and validation set scores</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="middle" rowspan="3" align="left">Total score</th>
<th valign="middle" rowspan="3" align="center">Risk estimate</th>
<th colspan="3" valign="middle" align="center">Development (n = 349)</th>
<th colspan="3" valign="middle" align="center">Validation (n = 141)</th></tr>
<tr>
<th colspan="3" valign="bottom" align="left">
<hr/></th>
<th colspan="3" valign="top" align="center">
<hr/></th></tr>
<tr>
<th valign="middle" align="center">No.</th>
<th valign="middle" align="center">Event</th>
<th valign="middle" align="center">&#x00025;</th>
<th valign="middle" align="center">No.</th>
<th valign="middle" align="center">Event</th>
<th valign="middle" align="center">&#x00025;</th></tr></thead>
<tbody>
<tr>
<td valign="top" align="left">0</td>
<td valign="top" align="center">0.0252</td>
<td valign="top" align="right">37</td>
<td valign="top" align="right">2</td>
<td valign="top" align="center">0.0541</td>
<td valign="top" align="right">40</td>
<td valign="top" align="right">1</td>
<td valign="top" align="center">0.0250</td></tr>
<tr>
<td colspan="8" valign="bottom" align="left">
<hr/></td></tr>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="center">0.4538</td>
<td valign="top" align="right">56</td>
<td valign="top" align="right">23</td>
<td valign="top" align="center">0.4107</td>
<td valign="top" align="right">29</td>
<td valign="top" align="right">13</td>
<td valign="top" align="center">0.4483</td></tr>
<tr>
<td colspan="8" valign="bottom" align="left">
<hr/></td></tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="center">0.9639</td>
<td valign="top" align="right">238</td>
<td valign="top" align="right">231</td>
<td valign="top" align="center">0.9706</td>
<td valign="top" align="right">67</td>
<td valign="top" align="right">65</td>
<td valign="top" align="center">0.9701</td></tr>
<tr>
<td colspan="8" valign="bottom" align="left">
<hr/></td></tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="center">0.9988</td>
<td valign="top" align="right">18</td>
<td valign="top" align="right">18</td>
<td valign="top" align="center">1.0000</td>
<td valign="top" align="right">5</td>
<td valign="top" align="right">5</td>
<td valign="top" align="center">1.0000</td></tr></tbody></table>
<table-wrap-foot><fn id="tfn3-kjim-2023-300">
<p><italic>H. pylori</italic>, <italic>Helicobacter pylori</italic>.</p></fn></table-wrap-foot></table-wrap>
<table-wrap id="t3-kjim-2023-300" position="float">
<label>Table 3</label>
<caption>
<p>Discrimination and calibration capability (Hosmer&#x02013;Lemeshow test) demonstrating the performance of the scoring system</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="bottom" align="left"/>
<th valign="bottom" align="center">C statistic</th>
<th valign="bottom" align="center">SE</th>
<th valign="bottom" align="center">95&#x00025; CI</th>
<th valign="bottom" align="center">&#x003C7;<sup>2</sup></th>
<th valign="bottom" align="center">DF</th>
<th valign="bottom" align="center"><italic>p</italic> value</th></tr></thead>
<tbody>
<tr>
<td valign="top" align="left">Development set</td>
<td valign="top" align="center">0.929</td>
<td valign="top" align="center">0.018</td>
<td valign="top" align="center">0.894&#x02013;0.963</td>
<td valign="top" align="center">2.000</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.368</td></tr>
<tr>
<td valign="top" align="left">Temporal validation set</td>
<td valign="top" align="center">0.951</td>
<td valign="top" align="center">0.017</td>
<td valign="top" align="center">0.918&#x02013;0.984</td>
<td valign="top" align="center">0.084</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.959</td></tr></tbody></table>
<table-wrap-foot><fn id="tfn4-kjim-2023-300">
<p>SE, standard error; CI, confidence interval; DF, degrees of freedom.</p></fn></table-wrap-foot></table-wrap></sec></back></article>
