研究者業績

大口 昭英

オオクチ アキヒデ  (Akihide Ohkuchi)

基本情報

所属
自治医科大学 附属病院総合周産期母子医療センター母体・胎児集中治療管理部 教授
学位
医学博士(自治医科大学)

研究者番号
10306136
J-GLOBAL ID
200901062593291379
researchmap会員ID
1000273353

学歴

 2

論文

 259
  • Shohei Tozawa, Hironori Takahashi, Syunya Noguchi, Takami Takizawa, Takanobu Sakurai, Akihide Ohkuchi, Hiroyuki Fujiwara, Toshihiro Takizawa
    International Journal of Molecular Sciences 26(3) 1321-1321 2025年2月4日  
    The villous trophoblast cells are of fundamental importance because they fulfill a variety of functions that are vital for the growth of the fetus and the maintenance of pregnancy. A simple in vitro villous trophoblast cell model that grows on standard tissue culture plates has been utilized for various functional studies on villous trophoblast cells. Despite the potential value of incorporating electron microscopy analysis in reports on functional analysis of primary human trophoblast cells, electron microscopy analysis is exclusively ancillary to functional analysis in previous publications. In the context of autophagy research of villous trophoblast cells using primary trophoblast cells, a detailed ultrastructural analysis of autophagy flux using electron microscopy is imperative; however, it has not been conducted to date. In this study, we isolated term villous trophoblast cells (i.e., cytotrophoblast cells, CTB cells) using the most up-to-date isolation method for isolating pure CTB cells from human term placenta and investigated the ultrastructural dynamic process of autophagy of cultured CTB cells by means of transmission electron microscopy. The initial 6 h culture resulted in CTB cell aggregation; however, the majority of CTB cells did not differentiate into syncytial cells. In contrast, after 72 h, CTB cells exhibited a promotion of differentiation into syncytial cells. The electron microscopy analysis revealed the upregulation of autophagy and visualized unique autophagic profiles during differentiation into syncytial cells, which exhibited perinuclear accumulation of extremely large autophagosomes/autolysosomes. This study provides novel insights into the reproductive biology of primary trophoblast cells, thereby demonstrating the substantial value of primary trophoblast cells as research resources.
  • 瀧澤 俊広, 野口 隼矢, 高橋 宏典, 大口 昭英, 藤原 寛行
    Reproductive Immunology and Biology 39(1-2) 1-10 2024年12月  
    クラスIIリボヌクレアーゼIIIであるDROSHAは、古典的機能であるprimary microRNAプロセシング酵素として知られているが、多彩なRNA代謝に関連する機能(非古典的機能)を有している。ヒト胎盤絨毛の表面を覆い、母体血に接している合胞体栄養膜細胞は、ウイルス垂直感染に対して高い抵抗性を持つバリアとして機能している。ウイルス感染防御のための多彩な武器(パターン認識受容体、インターフェロン、胎盤特異的microRNA、DROSHAによるウイルスRNAのクランプなど)を持ち、ウイルスの垂直感染を防いでいる。本稿では、DROSHAの機能、胎盤絨毛栄養膜細胞のウイルス感染防御について概説する。(著者抄録)
  • Syunya Noguchi, Yasuyuki Negishi, Shohei Tozawa, Takanobu Sakurai, Takami Takizawa, Rimpei Morita, Akihide Ohkuchi, Hironori Takahashi, Hiroyuki Fujiwara, Toshihiro Takizawa
    Placenta 154 235-236 2024年9月  
  • 伊東 孝晃, 高橋 宏典, 水津 枝理, 大草 陽史, 香川 景子, 堀江 健司, 小古山 学, 鈴木 寛正, 薄井 里英, 大口 昭英, 藤原 寛行
    日本周産期・新生児医学会雑誌 60(Suppl.1) P198-P198 2024年6月  
  • 木佐 美祥, 小古山 学, 島田 哲郎, 堀江 健司, 鈴木 寛正, 薄井 里英, 大口 昭英, 高橋 宏典, 藤原 寛行
    日本周産期・新生児医学会雑誌 60(Suppl.1) P235-P235 2024年6月  
  • 島田 哲郎, 小古山 学, 堀江 健司, 鈴木 寛正, 薄井 里英, 大口 昭英, 高橋 宏典, 藤原 寛行
    日本周産期・新生児医学会雑誌 60(Suppl.1) P291-P291 2024年6月  
  • 山本 一貴, 堀江 健司, 伊東 孝晃, 大舘 花子, 小古山 学, 鈴木 寛正, 薄井 里英, 大口 昭英, 高橋 宏典, 藤原 寛行
    日本周産期・新生児医学会雑誌 60(Suppl.1) P328-P328 2024年6月  
  • Akihide Ohkuchi, Kayo Takahashi, Chikako Hirashima, Hirotada Suzuki, Hironori Takahashi, Shiho Nagayama, Manabu Ogoyama, Kenji Horie, Rie Usui, Hiroyuki Fujiwara
    Hypertension research : official journal of the Japanese Society of Hypertension 47(5) 1196-1207 2024年5月  
    Our aims were to obtain the gestational-age-specific median of common logarithmic placental growth factor (PlGF) values in the first trimester in women with a singleton pregnancy in order to generate the gestational-age-specific multiple of the median (MoM) of log10PlGF at 9-13 weeks of gestation, to evaluate screening parameters of MoM of log10PlGF at 9-13 weeks of gestation to predict preterm preeclampsia (PE), and to construct an appropriate prediction model for preterm PE using minimum risk factors in multivariable logistic regression analyses in a retrospective sub-cohort study. Preterm PE occurred in 2.9% (20/700), and PE in 5.1% (36/700). Serum PlGF levels were measured using Elecsys PlGF®. MoMs of log10PlGF at 9-13 weeks of gestation in Japanese women with a singleton pregnancy followed a normal distribution. We determined the appropriate cut-off value of MoM of log10PlGF to predict preterm PE at around a10% false-positive rate (0.854). The MoM of log10PlGF < 0.854 yielded sensitivity, specificity, positive predictive value, negative predictive value, positive likelihood ratio (95% confidence interval [CI]), and negative likelihood ratio (95% CI) of 55.0%, 91.9%, 17.5%, 98.5%, 6.79 (4.22-10.91), and 0.49 (0.30-0.80), respectively. The combination of MoM of log10PlGF and presence of either chronic hypertension or history of PE/gestational hypertension (GH) yielded sensitivity and specificity of 80.0 and 85.7%, respectively, to predict preterm PE. In conclusion, the automated electrochemiluminescence immunoassay for serum PlGF levels in women with singleton pregnancy at 9-13 weeks of gestation may be useful to predict preterm PE.
  • Hirotada Suzuki, Akihide Ohkuchi, Kenji Horie, Manabu Ogoyama, Rie Usui, Hironori Takahashi, Hiroyuki Fujiwara
    Hypertension research : official journal of the Japanese Society of Hypertension 47(5) 1288-1297 2024年5月  
    We systematically reviewed case reports of posterior reversible encephalopathy syndrome (PRES), and investigated the characteristics of PRES in pregnant Japanese women and the clinical relevance of reversible cerebral vasoconstriction syndrome (RCVS) in pregnant women with PRES. Articles were collected using the PubMed/Medline and Ichushi-Web databases. This review was ultimately conducted on 121 articles (162 patients). The clinical characteristics of PRES, individual sites of PRES lesions, edema types, and clinical characteristics of RCVS in PRES cases were examined. The most common individual site of PRES lesion was the occipital lobe (83.3%), followed by the basal ganglia, parietal lobe, frontal lobe, brain stem, cerebellum, temporal lobe, thalamus, and splenium corpus callosum (47.5, 42.6, 24.7, 16.1, 9.3, 5.6, 4.3, and 0.0%, respectively). Edema types in 79 cases with PRES were mainly the vasogenic edema type (91.1%), with very few cases of the cytotoxic edema type (3.8%) and mixed type (5.1%). Among 25 PRES cases with RCVS, RCVS was not strongly suspected in 17 (68.0%) before magnetic resonance angiography. RCVS was observed at the same time as PRES in 13 cases (approximately 50%), and between days 1 and 14 after the onset of PRES in the other 12. These results suggest that the basal ganglia is a frequent site of PRES lesions in pregnant women. RCVS may occur at or after the onset of PRES, even if there are no symptoms to suggest RCVS.
  • Yoshimitsu Wada, Hironori Takahashi, Manabu Ogoyama, Kenji Horie, Hirotada Suzuki, Rie Usui, Seung Chik Jwa, Akihide Ohkuchi, Hiroyuki Fujiwara
    International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics 2024年4月26日  
    OBJECTIVES: To investigate the association between adenomyosis and placenta accreta spectrum (PAS) and to evaluate the effect of assisted reproductive technology (ART) in mediating this association. METHODS: We retrieved data for singleton women from the Japanese nationwide perinatal registry between 2013 and 2019, excluding women with a history of adenomyomectomy. To investigate the association between adenomyosis and PAS among women, we used a multivariable logistic regression model with multiple imputation for missing data. We evaluated mediation effect of ART including in vitro fertilization and intracytoplasmic sperm injection on the association between adenomyosis and PAS using causal mediation analysis based on the counterfactual approach. RESULTS: Of 1 500 173 pregnant women, 1539 (0.10%) had adenomyosis. The number receiving ART was 489/1539 (31.8%) and 117 482/1 498 634 (7.8%) in women with and without adenomyosis, respectively. The proportion of women who developed PAS was 21/1539 (1.4%) in women with adenomyosis and 7530/1 498 634 (0.5%) in women without adenomyosis. Adenomyosis was significantly associated with PAS (odds ratio [OR] 1.95; 95% confidence interval [CI] 1.26-3.00; P = 0.002). Mediation analysis showed that OR of the total effect of adenomyosis on PAS was 1.98 (95% CI 1.13-3.04), OR of natural indirect effect (effect explained by ART) was 1.15 (95% CI 1.01-1.41), and OR of natural direct effect (effect unexplained by ART) was 1.72 (95% CI 0.86-2.82). The proportion mediated (natural indirect effect/total effect) was 26.5%. Adenomyosis was also significantly associated with PAS without previa (OR 1.96; 95% CI 1.23-3.13, P = 0.005). CONCLUSION: Adenomyosis was significantly associated with PAS. ART mediated 26.5% of the association between adenomyosis and PAS.
  • Syunya Noguchi, Sadayuki Ohkura, Yasuyuki Negishi, Shohei Tozawa, Takami Takizawa, Rimpei Morita, Hironori Takahashi, Akihide Ohkuchi, Toshihiro Takizawa
    Journal of Reproductive Immunology 162 104189-104189 2024年3月  
  • Wada Yoshimitsu, Takahashi Hironori, Ogoyama Manabu, Horie Kenji, Suzuki Hirotada, Usui Rie, Jwa Seungchik, Ohkuchi Akihide, Fujiwara Hiroyuki
    日本産科婦人科学会雑誌 76(臨増) S-284 2024年2月  
  • Syunya Noguchi, Shohei Tozawa, Takanobu Sakurai, Akihide Ohkuchi, Hironori Takahashi, Hiroyuki Fujiwara, Toshihiro Takizawa
    Journal of Reproductive Immunology 161 104187-104187 2024年2月  
  • Akihide Ohkuchi, Kaoru Okazaki, Shintaro Iwamoto, Mayumi Sako, Tohru Kobayashi, Itaru Yanagihara, Makoto Nomiyama
    PloS one 19(7) e0304705 2024年  
    This is a protocol for PPROM-AZM Study, phase II, nonblinded, randomized controlled trial. Bronchopulmonary dysplasia (BPD) at a postmenstrual age of 36 weeks (BPD36) is often observed in infants with preterm premature rupture of the membranes (pPROM). A regimen of ampicillin (ABPC) intravenous infusion for 2 days and subsequent amoxicillin (AMPC) oral administration for 5 days plus erythromycin (EM) intravenous infusion for 2 days followed by EM oral administration for 5 days is standard treatment for pPROM. However, the effect on the prevention of moderate/severe BPD36 using the standard treatment has not been confirmed. Recently, it is reported that ampicillin/sulbactam (ABPC/SBT) plus azithromycin (AZM) was effective for the prevention of moderate/severe BPD36 in pPROM patients with amniotic infection of Ureaplasma species. Therefore, our aim is to evaluate the occurrence rate of the composite outcome of "incidence rate of either moderate/severe BPD36 or intrauterine fetal death, and infantile death at or less than 36 weeks 0 days" comparing subjects to receive ABPC/SBT for 14 days plus AZM for 14 days (intervention group) and those to receive ABPC/SBT for 14 days plus EM for 14 days (control group), in a total of 100 subjects (women with pPROM occurring at 22-27 weeks of gestation) in Japan. The recruit of subjects was started on April 2022, and collection in on-going. We also investigate the association between the detection of Ureaplasma species and occurrence of BPD36. In addition, information on any adverse events for the mother and fetus and serious adverse events for infants are collected during the observation period. We allocate patients at a rate of 1:1 considering two stratification factors: onset of pPROM (22-23 or 24-27 weeks) and presence/absence of a hospital policy for early neonatal administration of caffeine. Trial registration: The trial number in the Japan Registry of Clinical Trials is jRCTs031210631.
  • Yoshimitsu Wada, Hironori Takahashi, Manabu Ogoyama, Kenji Horie, Hirotada Suzuki, Rie Usui, Seung Chik Jwa, Akihide Ohkuchi, Hiroyuki Fujiwara
    BJOG : an international journal of obstetrics and gynaecology 2023年11月13日  
    OBJECTIVE: To investigate whether conisation increases chorioamnionitis (CAM) and assess whether this risk differs between preterm and term periods. Furthermore, we estimated mediation effects of CAM between conisation and preterm birth (PTB). DESIGN: A nationwide observational study. SETTING: Japan. POPULATION: Singleton pregnant women derived from the perinatal registry database of the Japan Society of Obstetrics and Gynaecology between 2013 and 2019. METHODS: The association between a history of conisation and clinical CAM was examined using a multivariable logistic regression model with multiple imputation. We conducted mediation analysis to estimate effects of CAM on PTB following conisation. MAIN OUTCOME MEASURES: Clinical CAM. RESULTS: Of 1 500 206 singleton pregnant women, 6961 (0.46%) underwent conisation and 1 493 245 (99.5%) did not. Clinical CAM occurred in 150 (2.2%) and 11 484 (0.8%) women with and without conisation, respectively. Conisation was associated with clinical CAM (odds ratio [OR] 3.09; 95% confidence interval (CI) 2.63-3.64; p < 0.001) (risk difference 1.57%; 95% CI 1.20-1.94). The association was detected among 171 440 women with PTB (OR 3.09; 95% CI 2.57-3.71), whereas it was not significant among 1 328 284 with term birth (OR 0.88; 95% CI 0.58-1.34). OR of total effect of conisation on PTB was 2.71, OR of natural indirect effect (effect explained by clinical CAM) was 1.04, and OR of natural direct effect (effect unexplained by clinical CAM) was 2.61. The proportion mediated was 5.9%. CONCLUSIONS: Conisation increased CAM occurrence. Obstetricians should be careful regarding CAM in women with conisation, especially in preterm period. Bacterial infections may be an important cause of PTB after conisation.
  • Syunya Noguchi, Sadayuki Okura, Yasuyuki Negishi, Rimpei Morita, Akihide Ohkuchi, Hironori Takahashi, Toshihiro Takizawa
    Placenta 141 106-106 2023年9月  
  • Toshihiro Takizawa, Syunya Noguchi, Sadayuki Okura, Yasuyuki Negishi, Rimpei Morita, Akihide Ohkuchi, Hironori Takahashi
    Placenta 141 100-100 2023年9月  
  • Syunya Noguchi, Shohei Tozawa, Takanobu Sakurai, Akihide Ohkuchi, Hironori Takahashi, Hiroyuki Fujiwara, Toshihiro Takizawa
    Placenta 141 108-109 2023年9月  
  • Kenji Horie, Kayo Takahashi, Makiko Mieno, Shiho Nagayama, Hiroaki Aoki, Takeshi Nagamatsu, Ayumi Kanatani, Hironobu Hyodo, Kayoko Terada, Masako Hayashi, Akihito Nakai, Noriko Yoneda, Shigeru Saito, Yoshio Matsuda, Shigeki Matsubara, Akihide Ohkuchi
    International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics 161(3) 894-902 2023年6月  
    OBJECTIVE: To compare the risk of spontaneous preterm birth (SPTB) before 35 weeks in symptomatic and asymptomatic women with cervical shortening at 16-34 weeks under mid-trimester universal screening of cervical length (CL). METHOD: Multicenter retrospective cohort study involving six secondary/tertiary perinatal centers was planned in 2016. Primary outcomes were SPTB before 35 weeks. In all, 407 women were analyzed using multivariable logistic regression analysis for predicting SPTB before 35 weeks while adjusting for presence/absence of uterine contraction, gestational weeks, vaginal bleeding, and CL classification (1-9, 10-14, 15-19, and 20-24 mm) at admission, the execution of cervical cerclage, and the presence/absence of past history of preterm delivery. RESULTS: SPTB before 35 weeks of pregnancy occurred in 14.5%. Presence of uterine contraction was not an independent risk factor for SPTB before 35 weeks (adjusted odds ratio [aOR] 1.22, 95% confidence interval [CI] 0.67-2.20). CL of 1-9 mm, CL of 10-14 mm, and vaginal bleeding at admission were independent risk factors for SPTB before 35 weeks (aOR 5.35, 95% CI 2.11-13.6; aOR 2.79, 95% CI 1.12-6.98; and aOR 2.37, 95% CI 1.12-5.10, respectively). CONCLUSION: In women with a cervical shortening at 16-34 weeks, presence of uterine contractions at admission may not be an independent risk factor for the occurrence of SPTB before 35 weeks.
  • Yoshimitsu Wada, Hironori Takahashi, Yusuke Sasabuchi, Rie Usui, Manabu Ogoyama, Hirotada Suzuki, Akihide Ohkuchi, Hiroyuki Fujiwara
    Acta obstetricia et gynecologica Scandinavica 102(6) 708-715 2023年4月5日  
    INTRODUCTION: Placental abruption is a serious complication, especially when accompanied by intrauterine fetal death. The optimal delivery route for placental abruption with intrauterine fetal death for reducing maternal complications is still unclear. In this study we aimed to compare the maternal outcomes between cesarean delivery and vaginal delivery in women with placental abruption with intrauterine fetal death. MATERIAL AND METHODS: Using the Japan Society of Obstetrics and Gynecology nationwide perinatal registry database, we identified pregnant women with placental abruption with intrauterine fetal death between 2013 and 2019. The following women were excluded: those with multiple pregnancies, placenta previa, placenta accreta spectrum, amniotic fluid embolism, or whose delivery route was missing data. The association between delivery routes (cesarean delivery and vaginal delivery) and the maternal outcome was examined using a linear regression model with inverse probability weighting. The primary outcome was the amount of bleeding during delivery. Missing data were imputed using multiple imputation. RESULTS: The number of women with placental abruption with intrauterine fetal death was 1218/1601932 (0.076%). Of 1134 women analyzed, 608 (53.6%) underwent cesarean delivery. Bleeding during delivery (median [interquartile range]) was 1650.00 (950.00-2450.00) (mL) and 1171.00 (500.00-2196.50) (mL) in cesarean and vaginal delivery, respectively. Bleeding during delivery (mL) was significantly greater in cesarean delivery than in vaginal delivery (regression coefficient, 1086.39; 95% confidence interval, 130.96-2041.81; p = 0.026). Maternal death and uterine rupture occurred in four (0.4%) and five (0.4%) women, respectively. The four maternal deaths were noted in the vaginal delivery group. CONCLUSIONS: Bleeding during delivery was significantly greater in cesarean delivery than that in vaginal delivery in women with placental abruption with intrauterine fetal death. However, severe complications, including maternal death and uterine rupture, occurred in vaginal delivery-related cases. The management of women with placental abruption with intrauterine fetal death should be cautious regardless of the delivery route.
  • Syunya Noguchi, Shohei Tozawa, Takanobu Sakurai, Akihide Ohkuchi, Hironori Takahashi, Hiroyuki Fujiwara, Toshihiro Takizawa
    Journal of Reproductive Immunology 156 103883-103883 2023年3月  
  • Wada Yoshimitsu, Takahashi Hironori, Usui Rie, Ogoyama Manabu, Suzuki Hirotada, Ohkuchi Akihide, Fujiwara Hiroyuki
    日本産科婦人科学会雑誌 75(臨増) S-182 2023年2月  
  • Chisa Ito, Hirotada Suzuki, Yusuke Amano, Shigeyoshi Kijima, Akihide Ohkuchi, Hironori Takahashi, Hiroyuki Fujiwara
    Case reports in obstetrics and gynecology 2023 1816955-1816955 2023年  
    The clinical signs of cervico-isthmic pregnancy during pregnancy remain unknown. We herein report a case of cervico-isthmic pregnancy showing placental insertion into the cervix with cervical shortening, with a final diagnosis of placenta increta at the uterine body and cervix. A 33-year-old multiparous woman with a history of cesarean section was referred to our hospital at 7 weeks of gestation with suspected cesarean scar pregnancy. Cervical shortening with a cervical length of 14 mm was noted at 13 weeks of gestation. The placenta is gradually inserted into the cervix. An ultrasonographic examination and magnetic resonance imaging strongly suggested placenta accreta. We planned elective cesarean hysterectomy at 34 weeks of gestation. The pathological diagnosis was cervico-isthmic pregnancy with placenta increta at the uterine body and cervix. In conclusion, placental insertion into the cervix with cervical shortening in the early pregnancy period may be a clinical sign to suspect cervico-isthmic pregnancy.
  • Akihide Ohkuchi, Hirotada Suzuki, Keiichi Matsubara, Kazushi Watanabe, Takuya Saitou, Hideyuki Oda, Soichiro Obata, Shinya Kondo, Kiyoshi Noda, Junya Miyoshi, Satoru Ikenoue, Makoto Nomiyama, Hiroyuki Seki, Sachi Sukegawa, Satoshi Ichigo, Hirofumi Ando, Chiho Fuseya, Takuya Shimomura, Rika Suzuki, Kazuya Mimura, Ichiro Yasuhi, Masashi Fukuda, Sumiko Hara, Ryuhei Kurashina, Arihiro Shiozaki, Shigeki Matsubara, Shigeru Saito
    Hypertension research : official journal of the Japanese Society of Hypertension 2022年9月15日  
    According to the 2004 Japanese definition, early-onset (EO) preeclampsia (PE) is defined as PE occurring at <32 weeks of gestation. This was based on the presence of "dual peaks" (30-31 and 34-35 weeks) in the prevalence of severe forms of hypertension. In contrast, the international definition adopted a cutoff of 34 weeks based on the consensus. Our aim was to investigate whether there were "dual peaks" in the gestational-age-specific incidence or prevalence of PE onset in pregnant women who underwent maternal check-ups at <20 weeks of gestation in a multicenter retrospective cohort study. Diagnoses of PE and superimposed preeclampsia (SPE) were based on the new Japanese definition. A total of 26,567 pregnant women with singleton pregnancy were investigated. The best fitting equations for the distribution of the onset of gestational-age-specific incidence (hazard) rates of PE/SPE, PE, and PE with severe hypertension (a systolic blood pressure ≥160 and/or a diastolic blood pressure ≥110 mmHg) were investigated using the curve estimation function in SPSS. PE/SPE occurred in 1.83% of the patients. EO-PE/SPE with onset at <32 and <34 weeks of gestation and preterm PE/SPE occurred in 0.38, 0.56, and 1.07% of the patients, respectively. Gestational-age-specific incidence rates of PE/SPE, PE, and PE with severe hypertension showed exponential increases, with very high R2 values (0.975, 0.976, and 0.964, respectively). There were no "dual peaks" in the prevalence rates of women with SPE/PE, PE, and PE with severe hypertension. In conclusion, the absence of "dual peaks" refutes the previous rationale of EO-PE being defined as PE at <32 weeks of gestation. Further studies to determine an appropriate definition of EO-PE/SPE are needed.
  • Shohei Tozawa, Syunya Noguchi, Takanobu Sakurai, Akihide Ohkuchi, Hironori Takahashi, Hiroyuki Fujiwara, Toshihiro Takizawa
    Journal of Reproductive Immunology 153 103729-103729 2022年9月  
  • Manabu Ogoyama, Hironori Takahashi, Hirotada Suzuki, Akihide Ohkuchi, Hiroyuki Fujiwara, Toshihiro Takizawa
    Cells 11(15) 2022年8月5日  
    Preeclampsia (PE) is a major cause of maternal and perinatal morbidity and mortality. The only fundamental treatment for PE is the termination of pregnancy. Therefore, not only severe maternal complications but also perinatal complications due to immaturity of the infant associated with early delivery are serious issues. The treatment and prevention of preterm onset preeclampsia (POPE) are challenging. In 2017, the ASPRE trial showed that a low oral dose of aspirin administered to POPE high-risk women in early pregnancy reduced POPE by 62%. A prediction algorithm at 11-13 weeks of gestation identifies POPE with 75% sensitivity when the false positive rate is set at 10%. New biomarkers to increase the accuracy of the prediction model for POPE high-risk women in early pregnancy are needed. In this review, we focused on non-coding RNAs (ncRNAs) as potential biomarkers for the prediction of POPE. Highly expressed ncRNAs in the placenta in early pregnancy may play crucial roles in placentation. Furthermore, placenta-specific ncRNAs have been detected in maternal blood. In this review, we summarized ncRNAs that were highly expressed in the primary human placenta in early pregnancy. We also presented highly expressed ncRNAs in the placenta that were associated with or predictive of the development of PE in an expression analysis of maternal blood during the first trimester of pregnancy. These previous studies showed that the chromosome 19 microRNA (miRNA) -derived miRNAs (e.g., miR-517-5p, miR-518b, and miR-520h), the hypoxia-inducible miRNA (miR-210), and long non-coding RNA H19, were not only highly expressed in the early placenta but were also significantly up-regulated in the blood at early gestation in pregnant women who later developed PE. These maternal circulating ncRNAs in early pregnancy are expected to be possible biomarkers for POPE.
  • 伊藤 千紗, 鈴木 寛正, 竹川 航平, 小古山 学, 永山 志穂, 大橋 麻衣, 薄井 里英, 大口 昭英, 高橋 宏典, 藤原 寛行
    日本周産期・新生児医学会雑誌 58(Suppl.1) 203-203 2022年6月  
  • 大橋 麻衣, 高橋 宏典, 堀江 健司, 小古山 学, 永山 志穂, 鈴木 寛正, 薄井 里英, 大口 昭英, 藤原 寛行
    日本周産期・新生児医学会雑誌 58(Suppl.1) 278-278 2022年6月  
  • 矢田 ゆかり, 大口 昭英, 大槻 克文, 五石 圭司, 齋藤 滋, 楠田 聡
    日本周産期・新生児医学会雑誌 58(Suppl.1) 221-221 2022年6月  
  • 矢田 ゆかり, 大口 昭英, 大槻 克文, 五石 圭司, 齋藤 滋, 楠田 聡
    日本周産期・新生児医学会雑誌 58(Suppl.1) 221-221 2022年6月  
  • Manabu Ogoyama, Hironori Takahashi, Yosuke Baba, Hiromichi Yamamoto, Kenji Horie, Shiho Nagayama, Hirotada Suzuki, Rie Usui, Akihide Ohkuchi, Shigeki Matsubara, Hiroyuki Fujiwara
    Taiwanese journal of obstetrics & gynecology 61(3) 447-452 2022年5月  
    OBJECTIVE: To clarify whether "low-risk total PP" patients bleed more than partial/marginal PP patients. MATERIALS AND METHODS: The retrospective cohort study was performed involving patients with PP between April 2006 and December 2018. The placental position was determined by ultrasound. From medical charts, the backgrounds as well as obstetric and neonatal outcomes of PP patients were retrieved. RESULTS: This study included 349 patients with PP, which was classified into three types according to the distance between the placenta and internal ostium: total (n = 174), partial (n = 52), and marginal (n = 123) PP. In total PP patients, three factors (prior CS, anterior placenta, and placental lacunae on ultrasound) significantly increased blood loss at CS, the need for hysterectomy, homologous transfusion (≥10 U), and ICU admission. No significant difference was observed in bleeding-related poor outcomes (rate of blood loss ≥2000 mL, amount of homologous transfusion, need for hysterectomy, and ICU admission) between total PP patients without all three factors: "low-risk total PP patients" and partial/marginal PP patients (19.8 vs. 17.1%; p = 0.604, 3.7 vs. 1.1%; p = 0.330, 1.2 vs. 1.1%; p = 1.000, and 1.2 vs. 1.1%; p = 1.000, respectively). CONCLUSION: Prior CS, anterior placenta, and placental lacunae on ultrasound were risk factors for a bleeding-related poor outcome in total PP patients. Total PP patients without these three factors showed the same bleeding-related poor outcome as partial/marginal PP patients.
  • 古川 真弓, 小古山 学, 大舘 花子, 近藤 泰之, 中島 剛, 永山 志穂, 鈴木 寛正, 薄井 里英, 大口 昭英, 高橋 宏典, 藤原 寛行
    栃木県母性衛生学会雑誌: とちぼ (48) 32-34 2022年3月  
    36歳。妊娠26週頃から目のかすみと視力低下を自覚し、近医眼科を受診したところ視野異常を指摘され、妊娠29週に当院眼科を紹介受診した。視野検査で両耳側半盲と診断された。頭蓋内病変評価のため頭部MRIを施行され、下垂体腫大(長径17.2mm)を認められた。妊娠中に高度の下垂体腫大を認めたことからリンパ球性下垂体炎の可能性が高いと判断され、治療と妊娠管理目的で当科に緊急入院となった。入院後ステロイド療法(PSL 50mg/dayから漸減)を開始し、3日目に目のかすみは消失し、6日目に施行したMRIで下垂体長径は11.5mmに縮小していた。視野障害も改善し、それに伴い視力も回復した。胎児の発育も順調で、PSLを15mg/dayまで漸減し、妊娠33週2日に退院とした。以後外来で経過観察し、症状の再燃は認めなかった。妊娠37週3日に選択的帝王切開で出産し、産後はPSLを10mg/dayに減量したが症状の再燃はなかった。産後1ヵ月時にMRIで下垂体を再評価したところ長径は10.5mmとほぼ正常大まで縮小していた。
  • 成見 莉紗, 高橋 宏典, 杉山 瑞穂, 大橋 麻衣, 藤本 揚子, 小古山 学, 鈴木 寛正, 馬場 洋介, 種市 明代, 薄井 里英, 大口 昭英, 藤原 寛行
    日本産科婦人科学会雑誌 74(臨増) S-400 2022年2月  
  • 大口 昭英, 大槻 克文, 齋藤 滋, 子宮収縮抑制剤の新生児への影響調査・検討ワーキンググループ
    日本産科婦人科学会雑誌 74(臨増) S-579 2022年2月  
  • Mai Ohashi, Hironori Takahashi, Yosuke Baba, Hirotada Suzuki, Shiho Nagayama, Kenji Horie, Manabu Ogoyama, Rie Usui, Akihide Ohkuchi, Shigeki Matsubara
    Clinical and Experimental Obstetrics &amp; Gynecology 49(1) 1-1 2022年1月20日  
  • Hironori Takahashi, Yosuke Baba, Rie Usui, Hirotada Suzuki, Kenji Horie, Hitoshi Yano, Akihide Ohkuchi, Shigeki Matsubara
    The journal of maternal-fetal & neonatal medicine : the official journal of the European Association of Perinatal Medicine, the Federation of Asia and Oceania Perinatal Societies, the International Society of Perinatal Obstetricians 1-7 2021年11月10日  
    OBJECTIVES: Various procedures have been introduced to achieve hemostasis for postpartum hemorrhage (PPH) in placenta previa (PP). This study attempted to clarify the effectiveness of the combined use of three hemostatic procedures: Matsubara-Takahashi cervix-holding (MT-holding), intrauterine balloon (IUB), and uterine compression suture (UCS). STUDY DESIGN: This was a historical cohort study on the hemostatic effect of combined procedures for patients with placenta previa (PP) undergoing cesarean section between April 2006 and December 2018. Until 2011 (2006-2011), we used MT-holding alone, whereas since 2012 we have also been using IUB and UCS: MT-holding alone was used in the former period whereas three procedures (MT-holding, IUB, UCS, and their combinations) have been used in the latter period. Perinatal outcomes were compared between 2006-2011 (before group) and 2012-2018 (after group). RESULTS: Of 416 patients with PP, excluding 273 patients with cesarean hysterectomy or no hemostatic procedure, the remaining 143 patients were analyzed. In the after group, intraoperative blood loss, the percentage of patients with postoperative blood loss ≥ 500 ml, and incidence of autologous blood transfusion were significantly lower than in the before group. Multivariate analysis showed that postoperative blood loss ≥ 500 ml decreased in the after group (adjusted OR: 0.3, 95%CI: 0.1-0.8, compared with the before group). CONCLUSION: PPH decreased after introducing the combination of hemostatic procedures in patients with PP. Further studies are needed to determine the best combination and optimal indication for combining hemostatic procedures for PP.
  • Keiko Kagawa, Hironori Takahashi, Shiho Nagayama, Kenji Horie, Kayo Takahashi, Yosuke Baba, Manabu Ogoyama, Hirotada Suzuki, Rie Usui, Akihide Ohkuchi, Shigeki Matsubara
    Taiwanese journal of obstetrics & gynecology 60(5) 874-877 2021年9月  
    OBJECTIVE: Cystic hygroma often ameliorates or disappears with pregnancy progression. Fetuses/neonates with amelioration, when without chromosomal or major structural abnormality, generally show a favorable outcome at birth. The present study was aimed to clarify the short/long-term outcomes of fetuses/neonates with the amelioration of cystic hygroma during pregnancy. MATERIAL AND METHODS: This was a retrospective observational study. We focused on fetuses with cystic hygroma managed in our institute between January 2006 and June 2019. The infants were followed by pediatricians (neonatologist, pediatric cardiologist, and pediatric neurologist) and pediatric outcomes were retrieved from the medical records up to 3 years old. RESULTS: One hundred and seven fetuses with cystic hygroma were included. Of the 107, cystic hygromas ameliorated in 31 fetuses (31/107: 29%). Of the 31, there were 26 livebirths. Half (n = 13) of the 26 fetuses had a good outcome, whereas the remaining half (n = 13) had abnormalities. Various abnormalities were detected in their infancies. A nuchal thickness (diameter of hygroma) of ≥5 mm was significantly correlated with abnormalities (P = 0.047). CONCLUSION: Physicians should pay attention to fetuses/neonates with ameliorated cystic hygroma. Of those, special attention should be paid to fetuses/neonates with a nuchal thickness at diagnosis ≥5 mm.
  • Ayae Ozeki, Yuka Oogaki, Yuka Henmi, Tadayoshi Karasawa, Masafumi Takahashi, Hironori Takahashi, Akihide Ohkuchi, Koumei Shirasuna
    Journal of hypertension 40(1) 84-93 2021年8月18日  
    OBJECTIVES: Maternal systemic and placental inflammatory responses participate in the pathogenesis of hypertensive disorders of pregnancy including preeclampsia, a pregnancy-specific syndrome, although the role of inflammation remains unclear. The NLRP3 inflammasome has been implicated in the control of sterile inflammation involved in preeclampsia. In the present study, we hypothesized that S100A9, as major alarmin, are associated with the pathogenesis of preeclampsia and induction of a preeclampsia-like phenotype in pregnant mice. METHODS: Plasma were taken from normal pregnant women and preeclampsia patients. Human placental tissues, trophoblast cell line Sw.71 cells, and human umbilical vein endothelial cells (HUVEC) were treated with S100A9 with or without inhibitors associated with NLRP3 inflammasome. Pregnant mice were administered S100A9. RESULTS: S100A9 was elevated in plasma and released from placentas of preeclampsia patients. S100A9 activated the NLRP3 inflammasome, resulting in IL-1β secretion, by human placental tissues and trophoblasts. In addition, secretion of soluble endoglin, a main contributor to the pathogenesis of preeclampsia, is regulated via S100A9-stimulated NLRP3 inflammasome activation in the human placenta and HUVECs. S100A9 administration significantly elevated maternal blood pressure and neutrophil accumulation within the placentas of pregnant mice, and both were significantly decreased in Nlrp3-knock out pregnant mice. CONCLUSION: The results of this study demonstrated that S100A9 acts as a danger signal to activate the NLRP3 inflammasome in the placenta, associating with hypertension during pregnancy.
  • Wada Yoshimitsu, Takahashi Hironori, Suzuki Hirotada, Oohashi Mai, Tozawa Shohei, Ogoyama Manabu, Nagayama Shiho, Baba Yosuke, Usui Rie, Suzuki Tatsuya, Ohkuchi Akihide, Fujiwara Hiroyuki
    The Journal of Obstetrics and Gynaecology Research 47(8) 2876-2876 2021年8月  
  • Shigeru Saito, Kenichi Takagi, Junji Moriya, Takao Kobayashi, Naohiro Kanayama, Hiroshi Sameshima, Mamoru Morikawa, Haruhiko Sago, Tomoko Adachi, Akihide Ohkuchi, Satoru Takeda, Hisashi Masuyama, Hiroyuki Seki
    Contemporary clinical trials 107 106490-106490 2021年8月  
    INTRODUCTION: Preeclampsia is a leading cause of maternal and perinatal morbidity and mortality. Several studies have demonstrated the beneficial effects of antithrombin replacement in patients with preeclampsia. Here, we describe the study protocol of KOUNO-TORI (KW-3357 randOmized, mUlti-center, double-bliNd, placebO-controlled phase 3 sTudy in patients with early Onset pReeclampsIa) to evaluate recombinant human antithrombin gamma (rhAT-gamma) for the treatment of early-onset severe de novo preeclampsia. MATERIAL AND METHODS: Patients with early-onset severe de novo preeclampsia who are ≥24 to <32 weeks pregnant at the time of registration and have an antithrombin activity of ≤100% at screening are included. The target population is selected based on a reanalysis of the data of a previous plasma-derived antithrombin phase 3 study. Primary endpoint is the prolongation of pregnancy from the initiation of rhAT-gamma treatment to the pregnancy termination. Secondary endpoints include gestational age in terms of achievement of 32- and 34-weeks'gestation, and gestational age in terms of achievement of 28 weeks' gestation for patients enrolled at <28 weeks' gestation. Maternal, fetal, and neonatal outcomes will be assessed. DISCUSSION: As we have selected a specifically defined target population based on reanalysis of data of a previous plasma-derived antithrombin phase 3 study, the results of our study are expected to provide efficacy and safety data concerning rhAT-gamma treatment in Japanese patients. This study could help identify an effective novel treatment for such patients with early-onset severe preeclampsia for whom appropriate treatment is unavailable.
  • Akihide Ohkuchi, Hisashi Masuyama, Tatsuo Yamamoto, Takashi Kikuchi, Naoko Taguchi, Cyrill Wolf, Shigeru Saito
    HYPERTENSION RESEARCH 44(7) 822-829 2021年7月  
    The PRediction of short-term Outcomes in preGNant wOmen with Suspected preeclampsIa Study (PROGNOSIS) Asia validated the use of the soluble fms-like tyrosine 1/placental growth factor (sFlt-1/PlGF) ratio cutoff value of <= 38 to rule out the occurrence of preeclampsia in the short term in Asian women. We assessed the economic impact of the introduction of the sFlt-1/PlGF ratio test for predicting preeclampsia in Japan using data from the Japanese cohort of PROGNOSIS Asia. The cost analysis was developed with estimates in either a no-test scenario, with clinical decisions based on standard diagnostic procedures alone, or a test scenario, in which the sFlt-1/PlGF ratio test was used in addition to standard diagnostic procedures. For both scenarios, rates of hospitalization and other test characteristics were obtained from the results for the Japanese cohort in PROGNOSIS Asia. The total cost per patient was the main outcome of this cost analysis model. Introduction of the sFlt-1/PlGF ratio test using a cutoff value of 38 resulted in a reduced hospitalization rate compared with the rate in the no-test scenario (14.4% versus 8.7%). The reduction in the rate of hospitalizations led to an estimated 16 373 JPY reduction in healthcare costs per patient. The sFlt-1/PlGF ratio test is likely to reduce the unnecessary hospitalization of women at low risk of developing preeclampsia in the short term while also identifying high-risk individuals requiring appropriate management. Reducing unnecessary hospitalizations would result in significant cost savings in the Japanese healthcare system.
  • Akihide Ohkuchi, Shigeru Saito, Tatsuo Yamamoto, Hisanori Minakami, Hisashi Masuyama, Keiichi Kumasawa, Jun Yoshimatsu, Takeshi Nagamatsu, Angela Dietl, Sonja Grill, Martin Hund
    Hypertension research : official journal of the Japanese Society of Hypertension 44(7) 813-821 2021年7月  
    Two prospective multicenter studies demonstrated that a soluble fms-like tyrosine kinase 1 (sFlt-1)/placental growth factor (PlGF) ratio cutoff of ≤38 can rule out preeclampsia within 1 week with a negative predictive value (NPV) of 99.3% (PROGNOSIS) and 98.6% (PROGNOSIS Asia). We report a subanalysis of the Japanese cohort from the PROGNOSIS Asia study. Pregnant women with suspected preeclampsia between gestational weeks 18 + 0 days and 36 + 6 days were enrolled at eight Japanese sites. Primary objectives: Assess the performance of the Elecsys® sFlt-1/PlGF ratio cutoff ≤38 to rule out preeclampsia within 1 week and of the cutoff >38 to rule in preeclampsia within 4 weeks. Key secondary objectives: Prediction of maternal and fetal adverse outcomes (MAOs/FAOs) and their relationship with duration of pregnancy. Of 192 women enrolled, 180 (93.8%)/175 (91.1%) were evaluable for primary/combined endpoint analyses. Overall preeclampsia prevalence was 13.3%. A sFlt-1/PlGF ratio of ≤38 provided an NPV of 100% (95% confidence interval [CI], 97.5-100) for ruling out preeclampsia within 1 week, and a ratio of >38 provided a positive predictive value of 32.4% (95% CI, 18.0-49.8) for ruling in preeclampsia within 4 weeks. The area under the curve for the prediction of preeclampsia/maternal/fetal adverse outcomes within 1 week was 94.2% (95% CI, 89.3-97.8). After adjusting for gestational age and final preeclampsia status, Cox regression indicated a 2.8-fold greater risk of imminent delivery for women with a sFlt-1/PlGF ratio >38 versus ≤38. This subanalysis of Japanese women with suspicion of preeclampsia showed high predictive value for a Elecsys sFlt-1/PlGF ratio cutoff of 38 for short-term prediction of preeclampsia.
  • Masako Hayashi, Rie Oi, Katsufumi Otsuki, Noriko Yoneda, Takeshi Nagamatsu, Ryota Kumasaka, Kei Miyakoshi, Hiroaki Aoki, Kei Tanaka, Kazumasa Kumazawa, Akihide Ohkuchi, Yoshio Matsuda, Akihito Nakai
    The journal of maternal-fetal & neonatal medicine : the official journal of the European Association of Perinatal Medicine, the Federation of Asia and Oceania Perinatal Societies, the International Society of Perinatal Obstetricians 35(25) 1-7 2021年6月28日  
    Vaginal progesterone reduces the preterm birth frequency among high-risk women with a cervical length ≤25 mm at midtrimester. However, the strategy may promote no substantial reduction in overall preterm birth rates, because such high-risk women are only approximately 2% of all pregnant women, which restrict the number of participants. Our purpose was to determine whether prophylactic vaginal progesterone administration can preserve cervical length and reduce preterm birth rates among women with mild cervical shortening.This multicenter, parallel-arm, double-blind, randomized, placebo-controlled trial involved vaginal progesterone administration (200 mg daily from 16 to 33 weeks of gestation) among asymptomatic women with a singleton pregnancy and a sonographic cervical length of 25 to <30 mm between 16 and 23 weeks of gestation. The primary and secondary endpoints were cervical shortening rates at 34 weeks of gestation and preterm birth rates, respectively. The trial was registered at the University Hospital Medical Information Network (UMIN000013518) in Japan.Between April 2014 and March 2018, 119 women were randomly assigned to the progesterone group (n = 59) and the placebo group (n = 60). No significant differences in the frequency of women with a cervical length ≥20 mm at 34 weeks of gestation were observed between both groups. All preterm births occurred after 34 weeks of gestation, except for one patient in the placebo group. The progesterone group had a lower rate of preterm birth before 37 weeks than the placebo group (3.4% vs. 15.0%, respectively; p < .05).Despite having no effect on preserving cervical length, prophylactic vaginal progesterone administration reduced preterm birth frequency among women with mild cervical shortening. Our results are suggesting that women with mild cervical shortening are at risk for late preterm birth and the need for expanding progesterone treatment indications to include not only high-risk but also low-risk populations.
  • 眞中 優美, 永山 志穂, 重信 有希, 大橋 麻衣, 堀江 健司, 小古山 学, 鈴木 寛正, 薄井 里英, 矢田 ゆかり, 大口 昭英, 高橋 宏典, 藤原 寛行
    日本周産期・新生児医学会雑誌 57(Suppl.) P212-P212 2021年6月  
  • 大橋 麻衣, 永山 志穂, 堀江 健司, 小古山 学, 鈴木 寛正, 薄井 里英, 大口 昭英, 高橋 宏典, 藤原 寛行
    日本周産期・新生児医学会雑誌 57(Suppl.) P269-P269 2021年6月  
  • 和田 善光, 高橋 宏典, 平嶋 洋斗, 馬場 洋介, 薄井 里英, 大口 昭英, 藤原 寛行
    日本周産期・新生児医学会雑誌 57(Suppl.) P207-P207 2021年6月  
  • Yoshimitsu Wada, Hironori Takahashi, Hirotada Suzuki, Mai Ohashi, Manabu Ogoyama, Shiho Nagayama, Yosuke Baba, Rie Usui, Tatsuya Suzuki, Akihide Ohkuchi, Hiroyuki Fujiwara
    European journal of obstetrics, gynecology, and reproductive biology 260 1-5 2021年5月  
    OBJECTIVE: To clarify the natural history of retained products of conception (RPOC) following abortion at less than 22 weeks of gestation, and those who show major bleeding during course observation. STUDY DESIGN: We retrospectively reviewed 640 patients who had spontaneous or artificial abortion at less than 22 weeks of gestation between January 2011 and August 2019 in our institute. Of those, patients with RPOC were included. The maternal background, RPOC characteristics, and subsequent complications including additional interventions were reviewed. RESULTS: Fifty-four patients with RPOC were included. The incidence of RPOC was 6.7 %. The median (interquartile range: IQR) RPOC length was 29 (20-38) mm. RPOC hypervascularity was observed in 26 (48 %) patients. The median (IQR) periods of RPOC flow disappearance and RPOC disappearance on ultrasound from abortive treatment were 50 (28-76) and 84 (50-111) days, respectively. Of the 54, 44 patients were selected for expectant management. Of the 44, 34 (77 %) patients were observed without intervention (recovery group); the other 10 (23 %) patients required additional interventions associated with subsequent bleeding (intervention group). Compared with the recovery group, heavy bleeding (> 500 mL) at abortion (6/10: 60 %) and RPOC hypervascularity (8/10: 80 %) were more frequently observed in the intervention group. CONCLUSION: Expectant management was successful in almost 80 % of patients with RPOC following abortion. The additional interventions were required in patients with heavy bleeding at abortion and RPOC hypervascularity.
  • Wada Yoshimitsu, Takahashi Hironori, Suzuki Hirotada, Oohashi Mai, Tozawa Shohei, Ogoyama Manabu, Nagayama Shiho, Baba Yosuke, Usui Rie, Suzuki Tatsuya, Ohkuchi Akihide, Fujiwara Hiroyuki
    日本産科婦人科学会雑誌 73(臨増) S-208 2021年3月  
  • Chikako Hirashima, Akihide Ohkuchi, Kemal Sasaki, Kayo Takahashi, Hirotada Suzuki, Shigeki Matsubara, Yoshio Matsuda
    The journal of obstetrics and gynaecology research 47(3) 1040-1051 2021年3月  
    AIM: Our aim was to examine whether serum levels of placental growth factor (PlGF) and soluble endoglin (sEng) at 19-25 and 26-31 weeks of gestation were associated with the occurrence of the 9-block categorization of placenta weight (PW) and fetal/placenta ratio (F/P ratio). METHODS: We performed a retrospective cohort study in 1391 women with singleton pregnancy. Serum levels of PlGF and sEng were measured by enzyme immunosorbent assay. A light placenta was defined as PW ZS < -1.28 SD. Based on the PW (light, normal, and heavy) and F/P ratio (relatively heavy, balanced growth, and relatively small), 9-block categorization were performed. Multivariable logistic regression analyses were performed. RESULTS: Low PlGF at 26-31 weeks was an independent risk factor for the birth of infants belonging to Block A (light placenta and relatively heavy infant), after adjusting for prepregnancy body mass index and serum levels of sEng. High sEng at 26-31 weeks was an independent risk factor for the birth of infants belonging to Block D (light placenta and balanced growth of infant), after adjusting for past history of either preeclampsia or gestational hypertension, high pulsatility index of uterine artery flow velocity waveforms in the second trimester, and serum level of PlGF. CONCLUSIONS: Low PlGF levels at 26-31 weeks of gestation may precede a light placenta and relatively heavy infant (Block A), and high sEng levels at 26-31 weeks of gestation may precede a light placenta and balanced growth of infant (Block D).
  • 一井 直樹, 大和田 倫孝, 大口 昭英, 兼子 絢華, 鍵本 昌孝, 柿沼 薫, 竹島 信宏, 柿沼 敏行
    関東連合産科婦人科学会誌 58(1) 9-16 2021年3月  
    【目的】機械学習を用いて,年齢,腫瘍径,腫瘍マーカー(SCC)の3種の特徴量により悪性転化を伴う卵巣成熟奇形腫予測モデルを初めて構築し,術前の悪性転化の予測に有用な指標になるか否かを検討した.【方法】本研究は,2009年1月から2020年6月までに国際医療福祉大学病院産婦人科で診断された良性卵巣成熟奇形腫(benign ovarian mature teratoma:BMT)153例および悪性転化を伴う卵巣成熟奇形腫(ovarian mature teratoma with malignant transformation:MMT)3例に,医学中央雑誌とPubMedから収集したMMT 65例を加えたBMT 153例,MMT 68例を対象とした後方視的コホート研究である.そのうち,年齢,腫瘍径,SCCの3種を含む症例はBMT 109例とMMT 68例であった.【成績】訓練データとして古い年代順にBMT 80例とMMT 40例を選択し,ロジスティック回帰(LR),サポートベクターマシン(SVM)およびランダムフォレスト(RF)の3種のモデルについて,層化K分割交差検証(K=4)で最適モデルを抽出した.その後,各種モデルのROC曲線のAUC値を算出した結果,LR 0.965,SVM 0.970およびRF 0.965であった.LRモデルにテストデータとしてBMT 29例とMMT 28例に適応したところ,感度,特異度およびAUCはそれぞれ75.0%,93.1%,0.94であった.【結論】年齢,腫瘍径,SCCを使用したLRモデルは,MMTに対する高い予測精度と特異度を実現した.この悪性転化予測モデルは,術前の悪性転化のリスク計算に有用な指標になることが示された.(著者抄録)

MISC

 560

書籍等出版物

 13

共同研究・競争的資金等の研究課題

 18