Abstract
Introduction
An endoscopic system using 5-color light-emitting diodes (LEDs) (EVIS X1; Olympus Co., Tokyo, Japan), which includes texture and color enhancement imaging (TXI), has been released. In this study, we analyzed the effects of TXI on the visibility of non-polypoid colorectal lesions and its diagnostic accuracy.
Methods
We reviewed 101 non-polypoid lesions from 26 patients observed with white light imaging (WLI), narrow band imaging (NBI), and TXI. One representative image of each mode was evaluated by 6 endoscopists using a polyp visibility score of 4 (excellent) to 1 (poor). We calculated the color difference (CD) values for each lesion in the three modes. For tumor characteristics, one representative image of TXI and NBI magnification was evaluated by 3 experts according to a NBI classification.
Results
The least squares means [95% confidence interval] of polyp visibility score of TXI (3.42 [3.06–3.77]) was significantly higher than that of WLI (2.85 [2.49–3.20], p < 0.001) but not that of NBI (3.33 [2.98–3.69], p = 0.258). The CD value of TXI (13.3 ± 6.3) was higher than that of WLI (9.7 ± 6.0, p < 0.001) but not that of NBI (13.1 ± 6.8, p = 0.81). For sessile serrated lesions, the CD value of TXI (11.1 ± 4.4) tended to be lower than that of NBI (12.6 ± 6.0, p = 0.07). The diagnostic accuracy and confidence level of magnification for NBI were significantly better than those for TXI (87.1 vs. 80.5%, p = 0.027, 87.5 vs. 62.7%, p < 0.001, respectively).
Conclusion
TXI showed better visibility than WLI in terms of the endoscopist’s score and CD value and may improve polyp detection.
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Introduction
Resection of colorectal adenomatous polyps reduces colorectal cancer morbidity and mortality [1]. However, the polyp miss rate on white light imaging (WLI) is 22–28%, with non-polypoid lesions being one of the most important risk factors [2,3,4]. Narrow band imaging (NBI; Olympus Medical Co., Tokyo, Japan) was developed in 2006 to address this issue, but its ability to improve the rate of polyp detection was controversial [5,6,7]. A second-generation NBI developed in 2012 improved its brightness and resolution, and a recent meta-analysis showed that NBI had a higher adenoma detection rate than WLI, and the effect was greater when bowel preparation was good [8,9,10].
The EVIS X1 (CV-1500; Olympus Co.), an endoscopic system that uses light-emitting diodes (LEDs) of five colors as a light source, was released worldwide in July 2020. The NBI images improved and had a new observational mode termed texture and color enhancement imaging (TXI) [11, 12]. TXI is designed to improve lesion visibility by enhancing three image factors (texture, brightness, and color), and there are two types of TXI (TXI1 and TXI2). Regarding the basis of the TXI algorithm, the image obtained from WLI is divided into a base image and a texture image. Then, texture and brightness are adjusted to these two images and they are combined to create TXI2. Then, color enhancement is performed to create the image of TXI1.
In the present study, we assessed the visibility of non-polypoid lesions using WLI, NBI, and TXI still images in the novel endoscopic system. We used two indicators for evaluation, namely, subjectively determined polyp visibility score by endoscopists and objectively determined color difference (CD) values. Additionally, we examined the diagnostic accuracy of magnified TXI, as compared to NBI.
Methods
This study was a retrospective single-center study. We examined 101 colorectal non-polypoid lesions observed with WLI, NBI, and TXI with a dedicated endoscope (CF-XZ1200: Olympus Co.) using the new endoscopic system (EVIS X1) from February 2021 to July 2021 (Fig. 1). Lesions detected by WLI, NBI, or TXI were analyzed. In this study, TXI1 was used because previous papers showed a better visibility in TXI1 than in TXI2 [11, 12]. A representative image showing a whole polyp in a distant view (approximately 3–5 cm from the lesion depending on lesion size, morphology, and location) for evaluating polyp visibility was recorded using the three modes of WLI, NBI, and TXI. These images were arranged randomly and were examined retrospectively by six endoscopists using a 21.5-inch-monitor desktop computer. Regarding lesion characteristics, one representative image of all polyps with both TXI and NBI magnification was recorded and was evaluated by three expert endoscopists. We analyzed consecutive patients over 3 months. However, examinations were held only on Thursday (once a week) due to the expert’s (N.Y.) shift. All colonoscopies were performed by a representative expert (N.Y.) or two other experts (K.I., Y.T.) under the supervision of the expert (N.Y.). Two to three patients were enrolled weekly. All polyps were histopathologically examined using either endoscopic resection or biopsy. The image enhancement settings for WLI and NBI were A5 and A8, respectively.
The inclusion criteria were as follows: patients with cancer screening, positive fecal immunohistochemical examination, or surveillance after surgical/endoscopic resection of polyps and cancers who underwent colonoscopy by one of the three experts (N.Y., K.I., and Y.T.) to maintain the quality of the images. All lesions, including recurrent cases and T1 cancers detected in the enrolled patients, were analyzed. In hyperplastic polyps (HPs) in the sigmoid colon and rectum, up to three lesions were analyzed. Patients with T2-T4 colorectal cancers were excluded. Additionally, we excluded patients who underwent urgent colonoscopy with severe bloody stools or without bowel cleansing agents.
On the day before the endoscopy, patients consumed a low-residue diet and 10 mL sodium picosulfate. All patients also received 1.0 L of a highly concentrated polyethylene glycol solution with ascorbic acid (MoviPrep; Ajinomoto Pharma Co., LTD, Tokyo, Japan) on the morning of the day of the examination [13].
The primary outcome of this study was to compare the polyp visibility of TXI, NBI, and WLI using subjective polyp visibility scores by endoscopists and objective CD values. The secondary outcomes were the feasibility of TXI magnification for tumor characteristics in NBI classification compared to NBI magnification.
The mean scores and ratios of polyps with low visibility (score 1) for each mode (WLI, NBI, and TXI) were examined. The scores of the endoscopist level (non-expert vs. expert), location (right-sided vs. left-sided), size (≥ 10 mm vs. < 10 mm), and histopathology (sessile serrated lesion [SSL] + HP vs. low-grade dysplasia [LGD] + high-grade dysplasia [HGD] + T1) were analyzed.
Polyp visibility was evaluated using the polyp visibility score, as previously described, with 6 endoscopists giving a score of 1–4: 4 indicating excellent visibility (easy to detect), 3 indicating good visibility (if an endoscopist looked in the direction of the polyp on the monitor, it would be easy to detect), 2 indicating fair visibility (where it would be difficult to detect the polyp without careful observation), and 1 indicating poor visibility (Fig. 2) [8].
Six endoscopists who had not previously viewed any of the pictures in this study evaluated the WLI, NBI, and TXI images of each lesion and assigned a polyp visibility score to each polyp. Of the six endoscopists, three were classified as trainees (had performed < 500 colonoscopies), and they received a 1-h lecture about NBI and TXI images. The other three were classified as experts (had performed ≥ 5000 colonoscopies, ≥ 50 withdrawing colonoscopies using NBI, and ≥ 50 withdrawing colonoscopies using TXI).
The right-sided colon was defined as the region from the cecum to the transverse colon. The left-sided colon was defined as the region from the descending colon to the rectum. The size of a polyp was defined by its maximum diameter and was calculated in accordance with the size of the snares. Regarding morphology, all non-polypoid lesions were diagnosed according to the Paris classification [14]. For histopathological diagnosis, tumor specimens were obtained by either biopsy or endoscopic resection. Thereafter, they were fixed with 10% formalin and histopathologically evaluated. The histopathological diagnosis was performed by several clinical pathologists according to the World Health Organization classification [15]. Adenoma and intramucosal cancer in the Japanese criteria were defined as LGD and HGD, respectively.
We evaluated the CD of each polyp in WLI, NBI, and TXI images using the CIEL*a*b* color space and delta ELab formulas. The CD value (delta ELab) was used to evaluate whether the observer noted a difference in color, which could be detected clearly if the CD value exceeded 5 [16]. In this CD value analysis, an endoscopist first identified the margin of a polyp and its center. The CD value between each polyp and the surrounding mucosa in four directions (north, east, south, and west) was then calculated (Fig. 3). The maximum value was set as the corresponding value for the polyp according to our previous studies [12, 17]. We evaluated the difference between the CD values of all polyps in WLI, NBI, and TXI images. We also analyzed the relationship between the CD values and various polyp characteristics, including polyp location, size, and histopathology.
Polyps on NBI and TXI magnification images were also classified using the JNET classification by 3 experts (Fig. 4) [18]. There are 4 categories in the JNET classification, which are as follows: Type 1, Type 2A, Type 2B, and Type 3. We defined Type 2A as an indicator of LGD. Types 2B and 3 were defined as that of HGD + T1a and T1b, respectively. Type 1 was that of HP and SSL, and we differentiated SSLs from HP using the findings of dilated glands or dilated vessels, as previously described [19,20,21]. According to this definition, we calculated the diagnostic accuracy for NBI and TXI, and confidence levels were analyzed according to a previous study [22].
This study was conducted in accordance with the World Medical Association Declaration of Helsinki and was approved by the institutional review board and the ethics committees of Kyoto Prefectural University of Medicine (ERB-C-1600). This study was retrospective in nature, and the opt-out approach was used and performed in the hospital, using their web site or a notice at the posting area.
Statistical Assessments
In the pilot study that used TXI and WLI to assess the visibility of 30 colorectal polyps by a single expert endoscopist (N.Y.), the rate of superior scores of the TXI setting, compared to that of the WLI setting, was 30% (9/30). Moreover, the rates of similar and inferior scores were 70% (21/30) and 0% (0/30), respectively. According to this pilot analysis, we hypothesized that the superiority, similarity, and inferiority of the TXI setting to the WLI setting were 30%, 60%, and 10%, respectively. We used a sign test to calculate the sample size, and the α and β errors were decided as 5% and 20%, respectively. Thus, the sample size was calculated to be 77. The pilot study was evaluated only by a single expert, and a subgroup analysis was performed based on the location and polyp size. We therefore decided to use a sample size of 101. Since this study had a repeated measures design, in which observations by six endoscopists were nested into individual endoscopic images (polyps), a mixed model analysis was used with endoscopists and endoscopic images as variables. A linear mixed model was employed to evaluate the polyp visibility score, and the independent variables were mode of endoscopic evaluation (WLI, NBI, and TXI), endoscopist level (non-expert or expert), location (right-sided or left-sided), size (≥ 10 mm or < 10 mm), and histopathology, and their interaction terms. The final comparison between the modes was made by estimating the least squares mean (95% confidence interval [CI]) and testing for contrast. Additionally, the Mann–Whitney U test, Wilcoxon’s signed-rank test with Bonferroni correction, and the Chi-square test were used in this study (SPSS version 22.0, IBM Japan, Ltd., Tokyo, Japan). Statistical significance was set at p < 0.05.
Results
A total of 101 non-polypoid lesions (mean polyp size: 6.1 ± 5.4 mm) in 26 patients were investigated in this study (Table 1). Fifty-seven lesions (56.4%) were right-sided. Histopathologically, there were 30 HPs, 13 SSLs, 51 LGDs, 6 HGDs, and 1 T1 tumor. Among 13 SSLs, there were no SSLs with dysplasia.
Regarding the analysis of polyp visibility scores using linear mixed models, the least squares (LS) mean for TXI images (3.42, 95%CI: 3.06–3.77) among 6 endoscopists was significantly higher than that for WLI images (2.85, 95%CI: 2.49–3.20, p < 0.001), but not significantly different than that for NBI images (2.98, 95%CI: 2.98–3.69, p = 0.258) (Table 2). Additionally, the LS mean for NBI images was significantly higher than that of WLI images. For both trainees and experts, the scores for TXI images were significantly higher than those for WLI images. Regardless of the lesion location, size, and histopathology, the score of TXI images was significantly higher than those of the WLI images. There were no significant differences between TXI and NBI in the endoscopist’s level, lesion location, size, and histopathology though the score of TXI was marginally higher than that of NBI in right-sided lesions.
Regarding the rate of score 1 (poor visibility) in WLI, TXI, and NBI, the rate for the overall TXI images was significantly lower than that for the overall WLI images (3.0% vs. 12.7%, p < 0.001), but not significantly different than that for the overall NBI images (3.8%, p = 0.426) (Table 3).
The mean CD value of the TXI images (13.3 ± 6.3) was higher than that of the WLI images (9.7 ± 6.0, p < 0.001), but it was not significantly different than that of the NBI images (13.1 ± 6.8, p = 0.81) (Table 4). For SSL + HP lesions, the CD value of the TXI images was significantly higher than that of the WLI images (11.1 ± 4.4 vs. 7.0 ± 2.8, p < 0.001), but it tended to be lower than that of the NBI images (12.6 ± 6.0, p = 0.07). Conversely, for LGD + HGD + T1 lesions, the mean CD value of the TXI images was significantly higher than that of the WLI images (14.9 ± 7.1 vs. 11.8 ± 7.0, p < 0.001) and tended to be higher than that of the NBI images (13.5 ± 7.4, p = 0.09). In a representative lesion of LGD, the CD values of WLI, TXI, and NBI images for it were 8.1, 16.5, and 11.0, respectively (Fig. 3).
Regarding lesion characteristics, the diagnostic accuracy of TXI magnification was significantly inferior to that of NBI magnification (80.5% vs. 87.1%, p = 0.027) (Table 5, Fig. 4). The rate of high confidence level of TXI was also inferior to that of NBI (62.7% vs. 87.5%, p < 0.001). However, the diagnostic accuracy of TXI for HP + SSL was 93.0%, which was not inferior to that of NBI (93.0%, p = 1.0). The confidence level of TXI for HP + SSL was 78.3%, which was not inferior to that of NBI (84.5%, p = 0.200).
Discussion
The main aim of this study was to assess the visibility of non-polypoid lesions using WLI, NBI, and TXI. On subjective evaluation, the mean polyp visibility score of TXI images was significantly higher than that of WLI images. Further, the objective CD value of TXI images was also higher than that of WLI images. However, there was no significant difference in either the polyp visibility score or the CD value between the TXI and NBI images. Additionally, we examined the diagnostic capability of lesion characteristics between TXI and NBI, and NBI showed a better diagnostic accuracy than TXI. To our knowledge, this is the first report comparing polyp visibility between TXI and NBI using the new five-color LED endoscopic system, EVIS X1.
Our previous study examining WLI and NBI using the second-generation NBI EVIS LUCERA Elite and a dedicated colonoscope (CF-HQ290I) showed that NBI improved polyp visibility compared to WLI (3.14 ± 0.87 vs. 2.75 ± 0.98, p < 0.001) in 80 lesions (mean lesion size: 5.9 mm), regardless of lesion characteristics such as location, size, histopathology, morphology, and endoscopist skill [8]. Among 25 non-polypoid lesions, there was a significant difference in polyp visibility score between NBI and WLI images (3.14 ± 0.87 vs. 2.75 ± 0.98, p < 0.001). However, only 11.2% of patients had HP + SSL, although we still observed a significant difference in the mean polyp visibility score between NBI and WLI images in this subgroup (2.79 ± 0.84 vs. 2.16 ± 1.04, p < 0.001). These NBI scores were inferior to the LS mean of NBI and TXI for non-polypoid lesions in the current study (overall: 3.33 and 3.42, HP + SSL: 3.29 and 3.38), although the method of the analysis was different from that of the previous study. This suggests that this new NBI may improve polyp visibility more than the second-generation NBI. This is possible due to the bright high-resolution images of NBI with EVIS X1. However, our sample size was small and further large-scale studies should be conducted.
The polyp visibility score is a subjective indicator. In our previous study, we identified a relationship between the polyp visibility score and the CD values as an objective indicator of WLI and linked color images [22]. We also used both indicators in the current study. The TXI images had a significantly better overall polyp visibility score than the WLI images, although they were not significantly better than those of NBI images. The analysis of the CD values also showed similar results. For LGD + HGD + T1 lesions, the TXI polyp visibility scores were significantly better than the WLI. Further, the CD values of the TXI images were also significantly better than those of the WLI images and tended to be better than the NBI images. For SSL + HP lesions, the TXI polyp visibility scores and CD values were significantly better than those of the WLI and tended to be worse the NBI in CD values. Regarding lesion location, TXI was marginally better for right-sided lesions than NBI in this study. We speculated that this might be due to two reasons. One was the brighter view of TXI compared to that of NBI. The other was that NBI made residual liquid reddish and endoscopic views dark, although TXI made it yellowish and kept them bright. Our data suggest that TXI or NBI should be used for polyp detection instead of WLI. However, a previous study on second-generation NBI showed that NBI might increase the detection of serrated lesions more in the proximal colon than WLI, but the result in this trial did not reach significance [23]. Thus, future studies should examine whether TXI or improved NBI have better polyp detection than WLI using the EVIS X1.
For detecting and diagnosing polyps efficiently, various technologies and equipment including image-enhanced endoscopy and artificial intelligence have been developed recently and analyzed well [24,25,26,27]. We analyzed a new endoscopic system (EVIS X1) for tumor detection and characterization. In this system, there are two types of dedicated colonoscopes. One is a colonoscope with a dual focus function (CF-EZ1500DI) using the simultaneous method. The endoscope is equipped with TXI, improved NBI, extended depth of field (EDOF), and red dichromatic imaging [28, 29]. The other is a manually magnified endoscope (CF-XZ1200I) that incorporates these technologies, except EDOF, and this endoscope can magnify the lesions 135 times and uses the frame sequential method. Both endoscopes have a viewing angle of 170°. In this study, we used only the CF-XZ1200 so that further studies are needed to confirm the efficacy of CF-EZ1500.
Regarding lesion characteristics, the diagnostic accuracy and confidence level of TXI magnification were inferior to those of NBI magnification. The inferiority was possibly due to the lower contrast of TXI than that of NBI for some lesions (Fig. 4). However, 80.5% of all polyps were accurately diagnosed with TXI. Thus, we suggest that lesion characterization with TXI is acceptable for some lesions, compared to NBI, when a lesion is detected with TXI.
There were several limitations in the present study. This was a single-center study with a small sample size, and polyps detected by only three endoscopists using a dedicated endoscope for the EVIS X1 were analyzed. Further, the cases were collected only once per week because of the expert’s work schedule. Therefore, there may have been a selection bias. Regarding lesion size, 83.2% of lesions were < 10 mm and all lesions were < 20 mm. Thus, the efficacy of TXI and NBI for large lesions of ≥ 20 mm should be examined, especially for diagnostic accuracy. The observation mode of still images was not blinded for evaluators. We used not movies but still images for examining polyp visibility. Moreover, our ultimate goal is to improve polyp detection, but improved polyp visibility of TXI may not necessarily lead to improved polyp detection in the clinical setting, as polyp detection is influenced by a number of factors in addition to polyp visibility.
In conclusion, our single-center pilot study showed that TXI improved the colorectal non-polypoid lesion polyp visibility score and CD value compared to WLI. Further prospective large-scale studies should be performed for the improvement of polyp detection with TXI.
References
Zauber AG, Winawer SJ, O’Brien MJ et al. Colonoscopic polypectomy and long-term prevention of colorectal-cancer deaths. N Engl J Med 2012;366:687–696.
Heresbach D, Barrioz T, Lapalus MG et al. Miss rate for colorectal neoplastic polyps: a prospective multicenter study of back-to-back video colonoscopies. Endoscopy 2008;40:284–290.
van Rijn JC, Reitsma JB, Stoker J, Bossuyt PM, van Deventer SJ, Dekker E. Polyp miss rate determined by tandem colonoscopy: a systematic review. Am J Gastroenterol 2006;101:343–350.
Leufkens AM, van Oijen MG, Vleggaar FP, Siersema PD. Factors influencing the miss rate of polyps in a back-to-back colonoscopy study. Endoscopy 2012;44:470–475.
Rex DK, Helbig C. High yields of small and flat adenomas with high-definition colonoscopes using either white light or narrow band imaging. Gastroenterology 2007;133:42–47.
Horimatsu T, Sano Y, Tanaka S et al. Next-generation narrow band imaging system for colonic polyp detection: a prospective multicenter randomized trial. Int J Colorectal Dis 2015;30:947–954.
Sano Y, Muto M, Tajiri H et al. Optical/digital chromoendoscopy during colonoscopy using narrow-band image system. Dig Endosc 2005;17:S43–S48.
Ogiso K, Yoshida N, Siah KTH et al. New generation narrow band imaging improves visibility of polyps: a colonoscopy video evaluation study. J Gastroenterol 2016;51:883–890.
Sano Y, Chiu HM, Li XB et al. Standards of diagnostic colonoscopy for early-stage neoplasia: Recommendations by an Asian private group. Dig Endosc 2019;31:227–244.
Atkinson NSS, Ket S, Bassett P et al. Narrow-band imaging for detection of neoplasia at colonoscopy: a meta-analysis of data from individual patients in randomized controlled trials. Gastroenterology 2019;157:462–471.
Ishikawa T, Matsumura T, Okimoto K et al. Efficacy of texture and color enhancement imaging in visualizing gastric mucosal atrophy and gastric neoplasms. Sci Rep 2021;1:6910.
Tomita Y, Yoshida N, Inoue K, et al. Two cases of colonic tumors observed by linked color imaging and texture and color enhancement imaging with the tablet-image comparison method. DEN Open. Accepted on July 23, 2021. Epub ahead of print. https://doi.org/10.1002/deo2.47.
Yoshida N, Naito Y, Murakami T et al. Safety and efficacy of a same-day low-volume 1 L PEG bowel preparation in colonoscopy for the elderly people and people with renal dysfunction. Dig Dis Sci 2016;61:3229–3235.
Participants in the Paris workshop. The Paris endoscopic classification of superficial neoplastic lesions: Esophagus, stomach, and colon-November 30 to December 1. 2002. Gastrointest Endosc. 2003;58(Suppl):S3-S43.
WHO Classification of Tumours Editorial Board. WHO Classification of Tumours. Digestive system tumours. 5th ed. International Agency for Research on Cancer, Lyon. 2019.
Mokrzycki WS, Tatol M. Color difference Delta E - A survey. Machine Graphics and Vision. Warsaw, Poland: Faculty of Applied Informatics and Mathematics. 2012.
Yoshida N, Hisabe T, Ikematsu H et al. Comparison between linked color imaging and blue laser imaging for improving the visibility of flat colorectal polyps –A multicenter pilot study–. Dig Dis Sci 2020;65:2054–2062.
Sano Y, Tanaka S, Kudo SE et al. Narrow-band imaging (NBI) magnifying endoscopic classification of colorectal tumors proposed by the Japan NBI Expert Team. Dig Endosc 2016;28:526–533.
Yamada M, Sakamoto T, Otake Y et al. Investigating endoscopic features of sessile serrated adenomas/polyps by using narrow-band imaging with optical magnification. Gastrointest Endosc 2015;82:108–117.
Yamashina T, Takeuchi Y, Uedo N et al. Diagnostic features of sessile serrated adenoma/polyps on magnifying narrow band imaging: a prospective study of diagnostic accuracy. J Gastroenterol Hepatol 2015;30:117–123.
Uraoka T, Higashi R, Horii J et al. Prospective evaluation of endoscopic criteria characteristic of sessile serrated adenomas/polyps. J Gastroenterol 2015;50:555–563.
Yoshida N, Dohi O, Inoue K et al. The efficacy of tumor characterization and tumor detectability of linked color imaging and blue laser imaging with an LED endoscope compared to a LASER endoscope. Int J Colorectal Dis 2020;35:815–8825.
Rex DK, Clodfelter R, Rahmani F et al. Narrow-band imaging versus white light for the detection of proximal colon serrated lesions: a randomized, controlled trial. Gastrointest Endosc 2016;83:166–171.
Guo Z, Nemoto D, Zhu X et al. Polyp detection algorithm can detect small polyps: Ex vivo reading test compared with endoscopists. Dig Endosc. 2021;33:162–169.
Gulati S, Patel M, Emmanuel A et al. The future of endoscopy: Advances in endoscopic image innovations. Dig Endosc 2020;32:512–522.
Saito Y, Oka S, Kawamura T et al. Colonoscopy screening and surveillance guidelines. Dig Endosc 2021;33:486–519.
Shinozaki S, Kobayashi Y, Hayashi Y et al. Colon polyp detection using linked color imaging compared to white light imaging: Systematic review and meta-analysis. Dig Endosc 2020;32:874–881.
Ninomiya Y, Oka S, Tanaka S et al. Clinical impact of dual red imaging in colorectal endoscopic submucosal dissection: a pilot study. Ther Adv Gastroenterol 2016;9:679–683.
Fujimoto A, Saito Y, Abe S et al. Haemostasis treatment using dual red imaging during endoscopic submucosal dissection: a multicenter, open-label, randomized controlled trial. BMJ Open Gastroenterol 2019;6:e000275.
Acknowledgments
We thank Drs. Takayuki Sawa, Junichiro Itani, Tomoya Ohara and all members of the Department of Molecular Gastroenterology and Hepatology, Kyoto Prefectural University of Medicine, for helping with this study. We also thank SATISTA Co. (Kyoto, Japan) for the statistical analysis of this study.
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The endoscopic system and dedicated endoscope were rented from Olympus. All of the authors declare no conflicts of interest in association with the present study. This study was conducted based on the World Medical Association Declaration of Helsinki and approved by the ethics committee of Kyoto Prefectural University of Medicine (ERB-C-1600, approved date: Dec. 23, 2019).
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Yoshida, N., Inoue, K., Dohi, O. et al. Analysis of Texture and Color Enhancement Imaging for Improving the Visibility of Non-polypoid Colorectal Lesions. Dig Dis Sci 67, 5657–5665 (2022). https://doi.org/10.1007/s10620-022-07460-5
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DOI: https://doi.org/10.1007/s10620-022-07460-5