1.Side- and patient-based performance of a deep learning system based on the results of individual detection of carotid artery calcifications on panoramic radiographs
Yuta MITSUYA ; Chiaki KUWADA ; Sujin YANG ; Yoshitaka KISE ; Mizuho MORI ; Yukiko TAKASHI ; Masako NISHIYAMA ; Natsuho ISHIKAWA ; Munetaka NAITOH ; Eiichiro ARIJI
Imaging Science in Dentistry 2026;56(1):83-92
Purpose:
The present study aimed to develop 2 deep learning (DL) systems incorporating detection functions for the diagnosis of carotid artery calcifications (CACs) on panoramic radiographs and to compare their diagnostic performances using CAC-based, side-based, and patient-based evaluations.
Materials and Methods:
Panoramic radiographs from 290 patients with CACs and 290 control patients without CACs were used to develop 2 detection models: one designed to detect individual CACs across the entire radiograph (System 1) and another designed to detect CACs within the limited bilateral cervical areas (System 2). CAC-based performance was evaluated using recall, precision, and F1-score. Side-based and patient-based performances were assessed usingsensitivity, specificity, positive predictive value, negative predictive value, accuracy, and the area under the receiveroperating characteristic curve (AUC).
Results:
For System 1, CAC-based recall, precision, and F1-score were 0.81, 0.68, and 0.74, respectively. For System 2,the corresponding values were 0.90, 0.67, and 0.77. Side-based sensitivity, specificity, and AUC were 0.87, 0.80, and 0.83 for System 1, and 0.93, 0.84, and 0.89 for System 2. Patient-based sensitivity, specificity, and AUC were 0.93, 0.73,and 0.83 for System 1, and 0.95, 0.70, and 0.83 for System 2. Although a relatively large number of false positives were observed in CAC-based assessments, side-based and patient-based performances showed improvement.
Conclusion
Side-based and patient-based performances were sufficient when calculated on the basis of CAC-basedevaluations for diagnosing CACs on panoramic radiographs. When conducting studies of this type, performance assessments should include side-based and patient-based evaluations in addition to CAC-based analyses.
2.Diagnostic accuracy and prognostic factors of uterine serous carcinoma in Japanese women: a multi-center study
Shin NISHIO ; Kimio USHIJIMA ; Mitsuya ISHIKAWA ; Hideki TOKUNAGA ; Koji HORIE ; Satoshi YAMAGUCHI ; Shiro SUZUKI ; Hideaki YAHATA ; Hitoshi TSUDA ; Toyomi SATOH ;
Journal of Gynecologic Oncology 2025;36(6):e93-
Objective:
This multi-center retrospective study aimed to clarify the characteristics, diagnostic accuracy, treatment outcomes, and prognostic factors of uterine serous carcinoma (USC) in Japanese women.
Methods:
The medical records of 193 patients who were treated between 2006 and 2008 at 24 participating institutions in the Japanese Clinical Oncology Group were examined, and pathological slides of 188 patients were re-checked through central pathology review (CPR), hematoxylin-eosin staining, and immunohistochemistry.
Results:
USC was confirmed in 144 of the 188 (76.6%) patients using CPR, and only 50% were correctly diagnosed preoperatively. Forty-three patients were diagnosed with non-serous carcinoma, whereas one patient had metastasis from another organ. The average age was 65.7 years, and 19% of patients had a history of other cancers. The incidence of stage III–IV disease was 52.8%, and lymph node metastasis was found in 28.5% of patients. Extrauterine spread and distant metastasis occurred in 39% and 14% of patients, respectively. The 2-year overall survival and progression-free survival (PFS) rates were 56% and 42%, respectively. The PFS of patients with stage I and II who underwent complete staging surgery was 92.3%, and that of those without lymph node dissection or omentectomy was 33.3%. Patients with USC had a significantly worse prognosis than 43 patients with non-serous carcinoma.
Conclusion
USC in Japanese women has characteristics different from those of endometrioid carcinoma, worse prognosis, and is difficult to diagnose preoperatively. Complete surgical staging is necessary even for early-stage disease. Additionally, new adjuvant treatment strategies, including molecular targeted therapy, should be explored.
3.Salvage hysterectomy for persistent residual cervical cancer: assessment of prognostic factors
Munetaka TAKEKUMA ; Koji MATSUO ; Shinya MATSUZAKI ; Mitsuya ISHIKAWA ; Toyomi SATOH
Journal of Gynecologic Oncology 2024;35(6):e113-
In this multicenter retrospective cohort study of 99 patients who underwent salvage hysterectomy for residual disease in the uterine cervix following the completion of definitive radiotherapy for cervical cancer across 25 Japan Clinical Oncology Group-affiliated centers from 2005–2014, (i) time duration from the completion of definitive radiotherapy to the diagnosis of residual disease in the uterine cervix, (ii) salvage hysterectomy surgical margin status, and (iii) extent of residual disease, were independently associated with progressionfree survival (PFS). Specifically, (i) time duration to identify residual disease of >62 days was associated with decreased PFS compared to ≤62 days (4-year rates 21.8% vs. 55.0%, adjusted-hazard ratio [aHR]=2.69, 95% confidence interval [CI]=1.55–4.67); (ii) presence of tumor in the surgical margin of hysterectomy specimen was associated with 4 times increased risk of disease progression compared to tumor-free surgical margin (4-year PFS rates 0% vs. 45.3%, aHR=4.27, 95% CI=2.20–8.29); and (iii) hazards of disease progression was 4.5-fold increased when the residual disease extended beyond the uterine cervix compared to residual disease within the uterine cervix only (4-year PFS rates 11.1% vs.50.6%, aHR=4.54, 95% CI=2.60–7.95). In the absence of these 3 prognostic factors, 4-year PFS rate reached nearly 80% (78.6%, SAL-HYS criteria). In sum, these data suggested that early detection of persistent, residual disease following definitive radiotherapy for cervical cancer may be the key to improve survival if salvage hysterectomy is considered as a tailored treatment option. Ideal surgical candidate would be uterine cervix-contained disease and assurance of adequate tumor-free surgical margin.
4.Salvage hysterectomy for persistent residual cervical cancer: assessment of prognostic factors
Munetaka TAKEKUMA ; Koji MATSUO ; Shinya MATSUZAKI ; Mitsuya ISHIKAWA ; Toyomi SATOH
Journal of Gynecologic Oncology 2024;35(6):e113-
In this multicenter retrospective cohort study of 99 patients who underwent salvage hysterectomy for residual disease in the uterine cervix following the completion of definitive radiotherapy for cervical cancer across 25 Japan Clinical Oncology Group-affiliated centers from 2005–2014, (i) time duration from the completion of definitive radiotherapy to the diagnosis of residual disease in the uterine cervix, (ii) salvage hysterectomy surgical margin status, and (iii) extent of residual disease, were independently associated with progressionfree survival (PFS). Specifically, (i) time duration to identify residual disease of >62 days was associated with decreased PFS compared to ≤62 days (4-year rates 21.8% vs. 55.0%, adjusted-hazard ratio [aHR]=2.69, 95% confidence interval [CI]=1.55–4.67); (ii) presence of tumor in the surgical margin of hysterectomy specimen was associated with 4 times increased risk of disease progression compared to tumor-free surgical margin (4-year PFS rates 0% vs. 45.3%, aHR=4.27, 95% CI=2.20–8.29); and (iii) hazards of disease progression was 4.5-fold increased when the residual disease extended beyond the uterine cervix compared to residual disease within the uterine cervix only (4-year PFS rates 11.1% vs.50.6%, aHR=4.54, 95% CI=2.60–7.95). In the absence of these 3 prognostic factors, 4-year PFS rate reached nearly 80% (78.6%, SAL-HYS criteria). In sum, these data suggested that early detection of persistent, residual disease following definitive radiotherapy for cervical cancer may be the key to improve survival if salvage hysterectomy is considered as a tailored treatment option. Ideal surgical candidate would be uterine cervix-contained disease and assurance of adequate tumor-free surgical margin.
5.Salvage hysterectomy for persistent residual cervical cancer: assessment of prognostic factors
Munetaka TAKEKUMA ; Koji MATSUO ; Shinya MATSUZAKI ; Mitsuya ISHIKAWA ; Toyomi SATOH
Journal of Gynecologic Oncology 2024;35(6):e113-
In this multicenter retrospective cohort study of 99 patients who underwent salvage hysterectomy for residual disease in the uterine cervix following the completion of definitive radiotherapy for cervical cancer across 25 Japan Clinical Oncology Group-affiliated centers from 2005–2014, (i) time duration from the completion of definitive radiotherapy to the diagnosis of residual disease in the uterine cervix, (ii) salvage hysterectomy surgical margin status, and (iii) extent of residual disease, were independently associated with progressionfree survival (PFS). Specifically, (i) time duration to identify residual disease of >62 days was associated with decreased PFS compared to ≤62 days (4-year rates 21.8% vs. 55.0%, adjusted-hazard ratio [aHR]=2.69, 95% confidence interval [CI]=1.55–4.67); (ii) presence of tumor in the surgical margin of hysterectomy specimen was associated with 4 times increased risk of disease progression compared to tumor-free surgical margin (4-year PFS rates 0% vs. 45.3%, aHR=4.27, 95% CI=2.20–8.29); and (iii) hazards of disease progression was 4.5-fold increased when the residual disease extended beyond the uterine cervix compared to residual disease within the uterine cervix only (4-year PFS rates 11.1% vs.50.6%, aHR=4.54, 95% CI=2.60–7.95). In the absence of these 3 prognostic factors, 4-year PFS rate reached nearly 80% (78.6%, SAL-HYS criteria). In sum, these data suggested that early detection of persistent, residual disease following definitive radiotherapy for cervical cancer may be the key to improve survival if salvage hysterectomy is considered as a tailored treatment option. Ideal surgical candidate would be uterine cervix-contained disease and assurance of adequate tumor-free surgical margin.
6.High expression of folate receptor alpha is associated with poor prognosis in patients with cervical cancer
Shu YAZAKI ; Yuki KOJIMA ; Hiroshi YOSHIDA ; Shigemasa TAKAMIZAWA ; Rui KITADAI ; Tadaaki NISHIKAWA ; Tatsunori SHIMOI ; Kazuki SUDO ; Ayumi SAITO ; Hitomi Sumiyoshi OKUMA ; Maki TANIOKA ; Emi NOGUCHI ; Masaya UNO ; Mitsuya ISHIKAWA ; Tomoyasu KATO ; Yasuhiro FUJIWARA ; Yuichiro OHE ; Kan YONEMORI
Journal of Gynecologic Oncology 2022;33(6):e82-
Objective:
Folate receptor α (FRα) is a membrane protein expressed in various solid tumors but has limited expression in normal cells. Therefore, FRα is an attractive target for cancer treatment. This study aimed to investigate the relationship between FRα expression and the clinicopathological characteristics and survivals of cervical cancer.
Methods:
This retrospective study included patients with cervical cancer who underwent primary surgery between 2000 and 2020 at our institution. Immunohistochemical staining of FRα was performed using an anti-folate-binding protein/FBP antibody. FRα-positive staining was defined as ≥5% of tumor staining and FRα-high as ≥50% tumor staining with ≥2+ intensity. The association between FRα expression and survival was assessed using multivariate Cox regression analysis, adjusting for established prognostic factors.
Results:
Overall, 123 patients were identified, and 140 tumor samples, including 17 paired primary and metastatic samples, were evaluated. As histological types, 67 patients had squamous cell carcinoma (SCC), and 56 patients had non-SCC. All primary tumors were FRα-positive. High FRα expression was observed in 25% of the cases and differed according to histology (SCC vs. non-SCC, 14.9% vs. 37.5%, p=0.004). FRα expression was significantly higher in metastatic tumors than in primary (170 [IQR, 140–205] vs. 125 [IQR, 110–150], p=0.0006). High FRα expression was significantly associated with worse overall survival (hazard ratio, 6.73; 95% confidence interval, 2.21–20.53; p=0.001).
Conclusion
In cervical cancer, FRα expression was elevated in metastatic tumors and high expression was associated with a worse prognosis. Our study supports the development of FRα-targeted therapy for advanced cervical cancer.
7.Lymphadenectomy issues in endometrial cancer
Yosuke KONNO ; Hiroshi ASANO ; Ayumi SHIKAMA ; Daisuke AOKI ; Michihiro TANIKAWA ; Akinori OKI ; Koji HORIE ; Akira MITSUHASHI ; Akira KIKUCHI ; Hideki TOKUNAGA ; Yasuhisa TERAO ; Toyomi SATOH ; Kimio USHIJIMA ; Mitsuya ISHIKAWA ; Nobuo YAEGASHI ; Hidemichi WATARI
Journal of Gynecologic Oncology 2021;32(2):e25-
Objectives:
This review aims to introduce preoperative scoring systems to predict lymph node metastasis (LNM) and ongoing clinical trials to investigate the therapeutic role of lymphadenectomy for endometrial cancer.
Methods:
We summarized previous reports on the preoperative prediction models for LNM and evaluated their validity to omit lymphadenectomy in our recent cohorts. Next, we compared characteristics of two ongoing lymphadenectomy trials (JCOG1412, ECLAT) to examine the survival benefit of lymphadenectomy in endometrial cancer, and described the details of JCOG1412.
Results:
Lymphadenectomy has been omitted for 64 endometrial cancer patients who met lowrisk criteria to omit lymphadenectomy using our scoring system (LNM score) and no lymphatic failure has been observed. Other two models also produced comparable results. Two randomized phase III trials to evaluate survival benefit of lymphadenectomy are ongoing for endometrial cancer. JCOG1412 compares pelvic lymphadenectomy alone with pelvic and para-aortic lymphadenectomy to evaluate the therapeutic role of para-aortic lymphadenectomy for patients at risk of LNM. For quality assurance of lymphadenectomy, we defined several regulations, including lower limit of the number of resected nodes, and submission of photos of dissected area to evaluate thoroughness of lymphadenectomy in the protocol. The latest monitoring report showed that the quality of lymphadenectomy has been well-controlled in JCOG1412.
Conclusion
Our strategy seems reasonable to omit lymphadenectomy and could be generalized in clinical practice. JCOG1412 is a high-quality lymphadenectomy trial in terms of the quality of surgical procedures, which would draw the bona-fide conclusions regarding the therapeutic role of lymphadenectomy for endometrial cancer.
8.The baseline recurrence risk of patients with intermediate-risk cervical cancer
Yutaka YONEOKA ; Mayumi Kobayashi KATO ; Yasuhito TANASE ; Masaya UNO ; Mitsuya ISHIKAWA ; Takashi MURAKAMI ; Tomoyasu KATO
Obstetrics & Gynecology Science 2021;64(2):226-233
Objective:
This study aimed to investigate the prognosis of patients with intermediate-risk cervical cancer and to evaluate the necessity of adjuvant therapy.
Methods:
We conducted a retrospective chart review of patients with stage IB–II cervical cancer who underwent type III radical hysterectomy with pelvic lymphadenectomy between 2008 and 2017. In our institution, radical hysterectomy is performed as an open surgery and not as a minimally invasive surgery, and adjuvant therapy is not administered to patients with intermediate-risk cervical cancer. The intermediate-risk group included patients with 2 or more of the following factors: tumor size >4 cm, stromal invasion >1/2, and lymphovascular stromal invasion. Intermediaterisk patients with squamous cell carcinoma were included in the I-SCC group, whereas those with endocervical adenocarcinoma, usual type, or adenosquamous carcinoma were included in the I-Adeno group.
Results:
There were 34 and 18 patients in the I-SCC and I-Adeno groups, respectively. The 5-year recurrence-free survival (RFS) and overall survival rates in the I-SCC group were 90.5% (95% confidence interval [CI], 85.3–95.7%) and 100% (95% CI, 100%), respectively, whereas those in the I-Adeno group were 54.9% (95% CI, 42.0–67.9%) and 76.1% (95% CI, 63.7–88.4%), respectively. Multivariate analysis revealed that endocervical adenocarcinoma, usual type, or adenosquamous carcinoma, and tumor size >4 cm had worse RFS.
Conclusion
The I-SCC group had good prognosis without adjuvant therapy; therefore, adjuvant therapy may be omitted in these patients. In contrast, the I-Adeno group had poor prognosis without adjuvant therapy; therefore, adjuvant therapy should be considered in their treatment.
9.The baseline recurrence risk of patients with intermediate-risk cervical cancer
Yutaka YONEOKA ; Mayumi Kobayashi KATO ; Yasuhito TANASE ; Masaya UNO ; Mitsuya ISHIKAWA ; Takashi MURAKAMI ; Tomoyasu KATO
Obstetrics & Gynecology Science 2021;64(2):226-233
Objective:
This study aimed to investigate the prognosis of patients with intermediate-risk cervical cancer and to evaluate the necessity of adjuvant therapy.
Methods:
We conducted a retrospective chart review of patients with stage IB–II cervical cancer who underwent type III radical hysterectomy with pelvic lymphadenectomy between 2008 and 2017. In our institution, radical hysterectomy is performed as an open surgery and not as a minimally invasive surgery, and adjuvant therapy is not administered to patients with intermediate-risk cervical cancer. The intermediate-risk group included patients with 2 or more of the following factors: tumor size >4 cm, stromal invasion >1/2, and lymphovascular stromal invasion. Intermediaterisk patients with squamous cell carcinoma were included in the I-SCC group, whereas those with endocervical adenocarcinoma, usual type, or adenosquamous carcinoma were included in the I-Adeno group.
Results:
There were 34 and 18 patients in the I-SCC and I-Adeno groups, respectively. The 5-year recurrence-free survival (RFS) and overall survival rates in the I-SCC group were 90.5% (95% confidence interval [CI], 85.3–95.7%) and 100% (95% CI, 100%), respectively, whereas those in the I-Adeno group were 54.9% (95% CI, 42.0–67.9%) and 76.1% (95% CI, 63.7–88.4%), respectively. Multivariate analysis revealed that endocervical adenocarcinoma, usual type, or adenosquamous carcinoma, and tumor size >4 cm had worse RFS.
Conclusion
The I-SCC group had good prognosis without adjuvant therapy; therefore, adjuvant therapy may be omitted in these patients. In contrast, the I-Adeno group had poor prognosis without adjuvant therapy; therefore, adjuvant therapy should be considered in their treatment.
10.Treatment strategies for patients with advanced ovarian cancer undergoing neoadjuvant chemotherapy: interval debulking surgery or additional chemotherapy?
Yutaka YONEOKA ; Mitsuya ISHIKAWA ; Takashi UEHARA ; Hanako SHIMIZU ; Masaya UNO ; Takashi MURAKAMI ; Tomoyasu KATO
Journal of Gynecologic Oncology 2019;30(5):e81-
OBJECTIVE: To treat advanced ovarian cancer, interval debulking surgery (IDS) is performed after 3 cycles each of neoadjuvant chemotherapy (NAC) and postoperative chemotherapy (IDS group). If we expect that complete resection cannot be achieved by IDS, debulking surgery is performed after administering additional 3 cycles of chemotherapy without postoperative chemotherapy (Add-C group). We evaluated the survival outcomes of the Add-C group and determined their serum cancer antigen 125 (CA125) levels to predict complete surgery. METHODS: A retrospective chart review of all stage III and IV ovarian, fallopian tube, and peritoneal cancer patients treated with NAC in 2007–2016 was conducted. RESULTS: About 117 patients comprised the IDS group and 26 comprised the Add-C group. Univariate and multivariate analyses revealed that Add-C group had an equivalent effect on progression-free survival (PFS; p=0.09) and overall survival (OS; p=0.94) compared with the IDS group. Multivariate analysis revealed that patients who developed residual disease after surgery had worse PFS (hazard ratio [HR]=2.18; 95% confidence interval [CI]=1.45–3.28) and OS (HR=2.33; 95% CI=1.43–3.79), and those who received <6 cycles of chemotherapy had worse PFS (HR=5.30; 95% CI=2.56–10.99) and OS (HR=3.05; 95% CI=1.46–6.38). The preoperative serum CA125 cutoff level was 30 U/mL based on Youden index method. CONCLUSIONS: Administering 3 additional cycles of chemotherapy followed by debulking surgery exhibited equivalent effects on survival as IDS followed by 3 cycles of postoperative chemotherapy. Preoperative serum CA125 levels of ≤30 U/mL may be a useful predictor of achieving complete surgery.
CA-125 Antigen
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Cytoreduction Surgical Procedures
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Disease-Free Survival
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Drug Therapy
;
Fallopian Tubes
;
Female
;
Humans
;
Methods
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Multivariate Analysis
;
Neoadjuvant Therapy
;
Ovarian Neoplasms
;
Retrospective Studies

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