研究者詳細 - 藤井　佑樹

論文 - 藤井　佑樹

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Effectiveness of data-augmentation on deep learning in evaluating rapid on-site cytopathology at endoscopic ultrasound-guided fine needle aspiration. 国際誌

Yuki Fujii, Daisuke Uchida, Ryosuke Sato, Taisuke Obata, Matsumi Akihiro, Kazuya Miyamoto, Kosaku Morimoto, Hiroyuki Terasawa, Tatsuhiro Yamazaki, Kazuyuki Matsumoto, Shigeru Horiguchi, Koichiro Tsutsumi, Hironari Kato, Hirofumi Inoue, Ten Cho, Takayoshi Tanimoto, Akimitsu Ohto, Yoshiro Kawahara, Motoyuki Otsuka

Scientific reports 14 ( 1 ) 22441 - 22441 2024年9月

記述言語：英語掲載種別：研究論文（学術雑誌）

Rapid on-site cytopathology evaluation (ROSE) has been considered an effective method to increase the diagnostic ability of endoscopic ultrasound-guided fine needle aspiration (EUS-FNA); however, ROSE is unavailable in most institutes worldwide due to the shortage of cytopathologists. To overcome this situation, we created an artificial intelligence (AI)-based system (the ROSE-AI system), which was trained with the augmented data to evaluate the slide images acquired by EUS-FNA. This study aimed to clarify the effects of such data-augmentation on establishing an effective ROSE-AI system by comparing the efficacy of various data-augmentation techniques. The ROSE-AI system was trained with increased data obtained by the various data-augmentation techniques, including geometric transformation, color space transformation, and kernel filtering. By performing five-fold cross-validation, we compared the efficacy of each data-augmentation technique on the increasing diagnostic abilities of the ROSE-AI system. We collected 4059 divided EUS-FNA slide images from 36 patients with pancreatic cancer and nine patients with non-pancreatic cancer. The diagnostic ability of the ROSE-AI system without data augmentation had a sensitivity, specificity, and accuracy of 87.5%, 79.7%, and 83.7%, respectively. While, some data-augmentation techniques decreased diagnostic ability, the ROSE-AI system trained only with the augmented data using the geometric transformation technique had the highest diagnostic accuracy (88.2%). We successfully developed a prototype ROSE-AI system with high diagnostic ability. Each data-augmentation technique may have various compatibilities with AI-mediated diagnostics, and the geometric transformation was the most effective for the ROSE-AI system.

DOI： 10.1038/s41598-024-72312-3

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【膵・胆道癌の発生・進展メカニズムを探る】膵癌の薬剤耐性メカニズム

寺澤裕之, 堤康一郎, 原田圭, 服部直, 菊池達也, 小幡泰介, 佐藤亮介, 織田崇志, 松三明宏, 宮本和也, 藤井佑樹, 赤穂宗一郎, 内田大輔, 松本和幸, 堀口繁, 大塚基之

胆と膵 45 ( 8 ) 801 - 806 2024年8月

記述言語：日本語出版者・発行元：医学図書出版(株)

膵癌は予後不良な難治癌であるが,その一因として薬剤耐性があげられる。薬剤耐性のメカニズムとして,標的治療が難しいKRAS変異の存在やエピジェネティック機構などの遺伝子変異や薬物代謝の変化,転移・浸潤を促進するEMT,膵癌に特徴的な間質成分の多い腫瘍微小環境,さらにnon-coding RNAによる遺伝子発現の調整などがあり,それらが複合的に影響していると考えられている。この複雑な薬剤耐性メカニズムのさらなる解明がその克服において重要である。(著者抄録)

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【膵・胆道癌の発生・進展メカニズムを探る】胆道癌の薬剤耐性メカニズム

堤康一郎, 小幡泰介, 織田崇志, 松三明宏, 宮本和也, 寺澤裕之, 藤井佑樹, 内田大輔, 松本和幸, 堀口繁, 大塚基之

胆と膵 45 ( 8 ) 857 - 862 2024年8月

記述言語：日本語出版者・発行元：医学図書出版(株)

胆道癌の多くは根治切除が難しく,主に抗癌剤や分子標的薬を用いた薬物療法が行われるが,5年生存率は20%程度であり予後不良な疾患である。この一因として,癌細胞が抗腫瘍効果を有する薬剤から逃れて生存を維持しようとする機構,つまり癌の薬剤耐性保有やその獲得があげられる。これまでに胆道癌における七つの薬剤耐性メカニズム(mechanisms of chemoresistance:MOC)が報告されており,これらの複数が相互にまたは独立して関与していることが明らかとなっている。さまざまな遺伝子異常が基盤となって生じる薬剤耐性メカニズムの理解を深めることは,胆道癌に対する新規の治療戦略や治療法開発につながり,個々の患者における予後改善に寄与することが期待される。(著者抄録)

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膵EUS-FNA診断の功罪嚢胞・壊死を伴う膵管癌に対するFNA/B合併症リスクの検討

寺澤裕之, 松本和幸, 田中健大, 友田健, 小川泰司, 石原裕基, 菊池達也, 小幡泰介, 織田崇志, 松三明宏, 宮本和也, 森本光作, 藤井佑樹, 山崎辰洋, 内田大輔, 堀口繁, 堤康一郎, 加藤博也, 大塚基之

膵臓 39 ( 3 ) A234 - A234 2024年7月

Virtual indigo carmine chromoendoscopy images: A novel modality for peroral cholangioscopy using artificial intelligence technology (with video). 国際誌

Ryosuke Sato, Kazuyuki Matsumoto, Hideaki Kinugasa, Masahiro Tomiya, Takayoshi Tanimoto, Akimitsu Ohto, Kei Harada, Nao Hattori, Taisuke Obata, Akihiro Matsumi, Kazuya Miyamoto, Kosaku Morimoto, Hiroyuki Terasawa, Yuki Fujii, Daisuke Uchida, Koichiro Tsutsumi, Shigeru Horiguchi, Hironari Kato, Yoshiro Kawahara, Motoyuki Otsuka

Gastrointestinal endoscopy 2024年6月

記述言語：英語掲載種別：研究論文（学術雑誌）

BACKGROUND AND AIMS: Accurately diagnosing biliary strictures is crucial for surgical decisions, and although peroral cholangioscopy (POCS) aids in visual diagnosis, diagnosing malignancies or determining lesion margins via this route remains challenging. Indigo carmine is commonly used to evaluate lesions during gastrointestinal endoscopy. We aimed to establish the utility of virtual indigo carmine chromoendoscopy (VICI) converted from POCS images using artificial intelligence. METHODS: This single-center, retrospective study analyzed 40 patients with biliary strictures who underwent POCS using white light imaging (WLI) and narrow-band imaging (NBI). A "cycle-consistent adversarial network" (CycleGAN) was used to convert the WLI into VICI of POCS images. Three experienced endoscopists evaluated WLI, NBI, and VICI via POCS in all patients. The primary outcome was the visualization quality of surface structures, surface microvessels, and lesion margins. The secondary outcome was diagnostic accuracy. RESULTS: VICI showed superior visualization of the surface structures and lesion margins compared with WLI (P<0.001) and NBI (P<0.001). The diagnostic accuracies were 72.5%, 87.5%, and 90.0% in WLI alone, WLI and VICI simultaneously, and WLI and NBI simultaneously, respectively. WLI and VICI simultaneously tended to result in higher accuracy than WLI alone (P=0.083) and the results were not significantly different from WLI and NBI simultaneously (P=0.65). CONCLUSIONS: VICI in POCS proved valuable for visualizing surface structures and lesion margins and contributed to higher diagnostic accuracy comparable to NBI. In addition to NBI, VICI may be a novel supportive modality for POCS.

DOI： 10.1016/j.gie.2024.06.013

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Increased phosphatidylcholine and its hydroperoxides in serum low-density lipoproteins from patients with non-alcoholic steatohepatitis. 国際誌

Nanao Murakami, Toshihiro Sakurai, Arisa Yamahata, Akiko Sakurai, Kazuhiro Nouso, Yuki Fujii, Hitoshi Chiba, Shu-Ping Hui

Annals of clinical biochemistry 45632241259658 - 45632241259658 2024年5月

記述言語：英語掲載種別：研究論文（学術雑誌）

BACKGROUND: Non-alcoholic fatty liver disease is classified into simple steatosis (SS) and non-alcoholic steatohepatitis (NASH) according to histological findings from liver biopsies. Phosphatidylcholine (PC), the main component of phospholipids in serum lipoproteins, is easily oxidized to phosphatidylcholine hydroperoxide (PC-OOH). Although a lipid composition in the low-density lipoproteins (LDL) from patients with NASH could be abnormal, it remains unclear. Here, to better understand the characteristics of lipids in the LDL from NASH and SS, we compared the composition of PC and PC-OOH species in LDL particles (LDL-PC, LDL-PCOOH) from these patients, then clarified the association between these lipids and NASH severity. METHODS: The serum samples from patients with NASH (female, n = 9) and SS (female, n = 4; male, n = 2) were used for isolation of LDL. Total lipids were extracted from isolated LDL, and the species of PC and PC-OOH were measured using liquid chromatography-mass spectrometry/mass spectrometry. RESULTS: The sum of LDL-PC and the sum of LDL-PCOOH were significantly higher in NASH than in SS. Several LDL-PC (PC 32:0, 32:1, 32:2, 34:3, 36:2, sum of PC with saturated fatty acyl chains and sum of LDL-PC with polyunsaturated fatty acyl chains) and several LDL-PCOOH (34:2, 36:2, 36:3 and total) were increased significantly with increasing fibrosis score. In particular, a series of LDL-PCOOH were more reflective of the severity of fibrosis score. CONCLUSIONS: LDL-PC and LDL-PCOOH species were strongly correlated with the fibrosis score in NASH, which suggests that abnormal LDL is involved in the development of liver fibrosis.

DOI： 10.1177/00045632241259658

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Detection of residual stones by peroral direct cholangioscopy in patients with intrahepatic stones after hepaticojejunostomy: A prospective study (with video). 国際誌

Kazuyuki Matsumoto, Hironari Kato, Akihiro Matsumi, Kazuya Miyamoto, Kosaku Morimoto, Yuki Fujii, Ryosuke Sato, Nao Hattori, Taisuke Obata, Hiroyuki Terasawa, Daisuke Uchida, Shigeru Horiguchi, Koichiro Tsutsumi, Motoyuki Otsuka

Gastrointestinal endoscopy 2024年4月

記述言語：英語掲載種別：研究論文（学術雑誌）

BACKGROUND AND AIMS: The difficulty of radiographic confirmation of the presence of stones remains a challenge in the treatment of intrahepatic bile duct (IHBD) stones in patients after hepaticojejunostomy (HJ). Peroral direct cholangioscopy (PDCS) enables direct observation of the bile duct and is useful for detecting and removing residual stones; however, its effectiveness is not clearly established in this clinical context. METHODS: This single-center, single-arm, prospective study included 44 patients with IHBD who underwent bowel reconstruction with HJ during the study period. Stone removal was performed by short-type double-balloon enteroscopy (DBE). Following balloon-occluded cholangiography, the DBE was exchanged for an ultraslim endoscope through the balloon overtube for PDCS. The primary endpoint was the rate of residual stones detected by PDCS. Secondary endpoints were success rate of PDCS, residual stone removal with PDCS, procedure time for PDCS, procedure-related adverse events, and stone recurrence rate. RESULTS: PDCS was successful in 39/44 patients (89%), among whom residual stones were detected in 16 (41%) (95% CI: 28%-54%). Twelve patients (75%) had residual stones <5 mm. Stone removal was successful in 15 (94%) patients and median procedure time for PDCS was 16 (IQR: 10-26) min. The rate of procedure-related adverse events was 7% (3/44), all of which improved with conservative treatment. During median follow-up of 2.1 years (IQR: 1.4-3.3), the overall probability of recurrence-free status at 1, 2, and 3 years was 100%, 92%, and 86%, respectively. CONCLUSIONS: PDCS is a safe and effective procedure for complete stone removal in patients with IHBD stones after HJ.

DOI： 10.1016/j.gie.2024.04.014

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経口胆道鏡検査におけるAIを用いた色素内視鏡画像への疑似変換

佐藤亮介, 松本和幸, 冨谷昌弘, 谷本太郁由, 大戸彰三, 原田圭, 服部直, 小幡泰介, 松三明宏, 宮本和也, 森本光作, 寺澤裕之, 藤井佑樹, 内田大輔, 衣笠秀明, 堤康一郎, 堀口繁, 加藤博也, 河原祥朗, 大塚基之

日本消化器病学会雑誌 121 ( 臨増総会 ) A356 - A356 2024年3月

神経内分泌腫瘍の新しい治療戦略膵消化管神経内分泌腫瘍肝転移に対するPRRTの治療効果予測因子についての検討

堀口繁, 加藤博也, 寺澤裕之, 藤井佑樹, 山崎辰洋, 松本和幸, 堤康一郎, 大塚基之

日本消化器病学会雑誌 121 ( 臨増総会 ) A108 - A108 2024年3月

膵癌の分子異常と個別化治療切除不能進行膵癌治療において生殖細胞BRCA病的変異は体細胞CGP結果によらず白金製剤治療効果予測因子となる

堀口繁, 加藤博也, 寺澤裕之, 藤井佑樹, 山崎辰洋, 松本和幸, 堤康一郎, 大塚基之

日本消化器病学会雑誌 121 ( 臨増総会 ) A87 - A87 2024年3月

MicroRNA-451a inhibits gemcitabine-refractory biliary tract cancer progression by suppressing the MIF-mediated PI3K/AKT pathway. 国際誌

Taisuke Obata, Koichiro Tsutsumi, Eijiro Ueta, Takashi Oda, Tatsuya Kikuchi, Soichiro Ako, Yuki Fujii, Tatsuhiro Yamazaki, Daisuke Uchida, Kazuyuki Matsumoto, Shigeru Horiguchi, Hironari Kato, Hiroyuki Okada, Motoyuki Otsuka

Molecular therapy. Nucleic acids 34 102054 - 102054 2023年12月

記述言語：英語掲載種別：研究論文（学術雑誌）

Gemcitabine is an effective chemotherapeutic agent for biliary tract cancers (BTCs), including gallbladder cancer (GBC) and cholangiocarcinoma (CCA). However, few other effective agents are currently available, particularly for GEM-refractory BTCs. We previously identified microRNA-451a (miR-451a) as a potential therapeutic target in GBC. To elucidate the antineoplastic effects of miR-451a and its underlying mechanisms, we transfected miR-451a into GBC, gemcitabine-resistant GBC (GR-GBC), and gemcitabine-resistant CCA (GR-CCA) cell lines. Furthermore, mimicking in vivo conditions, tumorigenic GBC organoids and three-dimensional (3D) cell culture systems were employed to investigate the anti-proliferative effects of miR-451a on BTCs, and its effect on stem cell properties. We found that miR-451a significantly inhibited cell proliferation, induced apoptosis, and reduced chemoresistant phenotypes, such as epithelial-mesenchymal transition, in both GBC and GR-GBC. The principal mechanism is probably the negative regulation of the phosphatidylinositol 3-kinase/AKT pathway, partially accomplished by directly downregulating macrophage migration inhibitory factor. The Gene Expression Omnibus database revealed that miR-451a was the most significantly downregulated microRNA in CCA tissues. The introduction of miR-451a resulted in similar antineoplastic effects in GR-CCA. Furthermore, miR-451a reduced cell viability in 3D spheroid models and tumorigenic GBC organoids. These findings suggest that the supplementation of miR-451a is a potential treatment strategy for GEM-refractory BTCs.

DOI： 10.1016/j.omtn.2023.102054

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Usefulness of red dichromatic imagining for peroral cholangioscopy. 査読国際誌

Kazuyuki Matsumoto, Yuki Fujii, Daisuke Uchida, Shigeru Horiguchi, Koichiro Tsutsumi, Hironari Kato

Endoscopy 55 ( S 01 ) E264-E265 2023年12月

ロボット支援下膵頭十二指腸切除術後の捻転を伴う輸入脚症候群に対して内視鏡的整復を行った1例

原田圭, 藤井佑樹, 小幡泰介, 佐藤亮介, 松三明宏, 宮本和也, 森本光作, 寺澤裕之, 山崎辰洋, 内田大輔, 松本和幸, 堀口繁, 堤康一郎, 加藤博也, 大塚基之

日本消化器病学会中国支部例会・日本消化器内視鏡学会中国支部例会プログラム・抄録集 120回・131回 112 - 112 2023年11月

膵神経内分泌腫瘍の治療中にうっ血性左側結腸炎を発症した1例

佐藤亮介, 堀口繁, 小幡泰介, 松三明宏, 宮本和也, 森本光作, 寺澤裕之, 藤井佑樹, 山崎辰洋, 内田大輔, 松本和幸, 堤康一郎, 加藤博也, 大塚基之

日本消化器病学会中国支部例会・日本消化器内視鏡学会中国支部例会プログラム・抄録集 120回・131回 84 - 84 2023年11月

Cysts or necrotic components in pancreatic ductal adenocarcinoma is associated with the risk of EUS-FNA/B complications including needle tract seeding. 国際誌

Hiroyuki Terasawa, Kazuyuki Matsumoto, Takehiro Tanaka, Takeshi Tomoda, Taiji Ogawa, Yuki Ishihara, Tatsuya Kikuchi, Taisuke Obata, Takashi Oda, Akihiro Matsumi, Kazuya Miyamoto, Kosaku Morimoto, Yuki Fujii, Tatsuhiro Yamazaki, Daisuke Uchida, Shigeru Horiguchi, Koichiro Tsutsumi, Hironari Kato, Motoyuki Otsuka

Pancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.] 2023年10月

記述言語：英語掲載種別：研究論文（学術雑誌）

BACKGROUND: EUS-FNA/B for pancreatic ductal adenocarcinoma (PDAC) is generally considered to be safe; however, while the incidence is low, there are occurrences of complications. Among these complications, there are serious ones like needle tract seeding (NTS), and it is not known than which types of tumors have the risks of EUS-FNA/B complications. This study aimed to evaluate the risk of EUS-FNA/B complications in patients with PDAC, focusing on morphological features. METHODS: Overall, 442 patients who underwent EUS-FNA/B for solid pancreatic masses between January 2018 and May 2022 in four institutions were retrospectively surveyed. Finally, 361 patients histopathologically diagnosed with PDAC were analyzed. Among these patients, 79 tumors with cysts or necrotic components were compared with 282 tumors without cysts or necrotic components. The incidence and risk of EUS-FNA/B complications including NTS were evaluated. RESULTS: There were 9 (2.4 %) of total EUS-FNA/B complications and 3 (0.8 %) of NTS. The incidence of total complication rate and NTS in tumors with cysts or necrotic components were significantly higher than in those without cysts or necrotic components (total complication 6.3 % vs. 1.4 %, p = 0.026, NTS 3.7 % vs. 0 %, p = 0.01). The transgastric route of puncture (OR: 93.3, 95 % CI: 3.81-2284.23) and the existence of cysts or necrotic components (OR: 7.3, 95 % CI: 1.47-36.19) were risk factors for EUS-FNA/B complications identified by the multivariate analysis. CONCLUSIONS: We should pay attention to the risks of EUS-FNA/B complications, including NTS, when the tumor has cysts or necrotic components.

DOI： 10.1016/j.pan.2023.10.018

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Association between BRCA Gene Variants and the Response to Modified FOLFIRINOX in Patients with Unresectable Pancreatic Cancer.

Shigeru Horiguchi, Kazuyuki Matsumoto, Kosaku Morimoto, Akihiro Matsumi, Hiroyuki Terasawa, Yuki Fujii, Tatsuhiro Yamazaki, Koichiro Tsutsumi, Hironari Kato

Acta medica Okayama 77 ( 5 ) 517 - 525 2023年10月

記述言語：英語掲載種別：研究論文（学術雑誌）

We investigated the effect of modified FOLFIRINOX (mFFX) in unresectable pancreatic cancer by retrospectively analyzing the cases of 43 patients who underwent BRCA testing (germline, n=11; somatic, n=26; both germline and somatic, n=6). The association between BRCA mutations and therapeutic effect was clarified. Six patients tested positive for germline pathogenic variants. Familial pancreatic cancer (33% vs. 3%, p=0.006) and peritoneal disseminated lesions (66% vs. 8%, p<0.001) were significantly more common in patients with germline pathogenic variants. The partial response (PR) rate was 100% in the germline BRCA-positive patients, and 27% in the germline BRCA-negative patients (p<0.001). The median progression-free survival (PFS) was not reached for any germline BRCA-positive patients but was 9.0 months for the germline BRCA-negative patients (p=0.042). Patients with stage IV BRCA-associated pancreatic cancer had better overall survival than those with non-BRCA-associated pancreatic cancer, although the difference was nonsignificant (not reached vs. 655 days, p=0.061). Our results demonstrate that a PR and prolonged PFS can be expected in germline BRCA-positive patients after treatment with mFFX. Our findings also suggest that germline BRCA pathogenic variants may be useful as biomarkers for the therapeutic effect of mFFX in patients with pancreatic cancer.

DOI： 10.18926/AMO/65974

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The efficacy of non-anesthesiologist-administered propofol sedation with a target-controlled infusion system during double-balloon endoscopic retrograde cholangiopancreatography. 国際誌

Kazuya Miyamoto, Kazuyuki Matsumoto, Taisuke Obata, Ryosuke Sato, Akihiro Matsumi, Kosaku Morimoto, Taiji Ogawa, Hiroyuki Terasawa, Yuki Fujii, Tatsuhiro Yamazaki, Daisuke Uchida, Shigeru Horiguchi, Koichiro Tsutsumi, Hironari Kato, Motoyuki Otsuka

BMC gastroenterology 23 ( 1 ) 296 - 296 2023年9月

記述言語：英語掲載種別：研究論文（学術雑誌）

BACKGROUND: The sedation method used during double-balloon endoscopic retrograde cholangiopancreatography (DB-ERCP) differs among countries and/or facilities, and there is no established method. This study aimed to evaluate the efficacy of non-anesthesiologist-administered propofol (NAAP) sedation using a target-controlled infusion (TCI) system during DB-ERCP. METHODS: This retrospective study was conducted between May 2017 and December 2020 at an academic center. One hundred and fifty-six consecutive patients who underwent DB-ERCP were sedated by gastroenterologists using diazepam (n = 77) or propofol with a TCI system (n = 79), depending on the period. The primary endpoint was a comparison of poor sedation rates between the two groups. Poor sedation was defined as a condition requiring the use of other sedative agents or discontinuation of the procedure. Secondary endpoints were sedation-related adverse events and risk factors for poor sedation. RESULTS: Poor sedation occurred significantly more often in the diazepam sedation group (diazepam sedation, n = 12 [16%] vs. propofol sedation, n = 1 [1%]; P = 0.001). Vigorous body movements (3 or 4) (diazepam sedation, n = 40 [52%] vs. propofol sedation, n = 28 [35%]; P = 0.038) and hypoxemia (< 85%) (diazepam sedation, n = 7 [9%] vs. propofol sedation, n = 1 [1%]; P = 0.027) occurred significantly more often in the diazepam sedation group. In the multivariate analysis, age < 70 years old (OR, 10.26; 95% CI, 1.57-66.98; P = 0.015), BMI ≥ 25 kg/m2 (OR, 11.96; 95% CI, 1.67-85.69; P = 0.014), and propofol sedation (OR, 0.06; 95% CI, 0.01-0.58; P = 0.015) were associated factors for poor sedation. CONCLUSIONS: NAAP sedation with the TCI system during DB-ERCP was safer and more effective than diazepam sedation.

DOI： 10.1186/s12876-023-02936-8

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先天性胆道拡張症術後の肝内胆管狭窄に対し内視鏡的胆道拡張術が有効であった一例

宮本和也, 加藤博也, 小幡泰介, 佐藤亮介, 松三明宏, 森本光作, 藤井佑樹, 山崎辰洋, 内田大輔, 松本和幸, 堀口繁, 堤康一郎, 大塚基之

日本膵・胆管合流異常研究会プロシーディングス 46 76 - 76 2023年9月

成人における偽胆石形成のリスク因子の検討

松三明宏, 友田健, 小幡泰介, 佐藤亮介, 宮本和也, 森本光作, 藤井佑樹, 山崎辰洋, 内田大輔, 松本和幸, 堀口繁, 堤康一郎, 加藤博也

胆道 37 ( 3 ) 690 - 690 2023年8月

当院における術後膵空腸吻合部狭窄に対する内視鏡治療成績の検討

森本光作, 山崎辰洋, 小幡泰介, 佐藤亮介, 織田崇志, 菊池達也, 松三明宏, 宮本和也, 寺澤裕之, 藤井佑樹, 内田大輔, 松本和幸, 堀口繁, 堤康一郎, 加藤博也, 大塚基之

膵臓 38 ( 3 ) A337 - A337 2023年7月

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