Investigator

Muneaki Shimada

Tohoku University

MSMuneaki Shimada
Papers(12)
Clinical and prognost…Sequential Plasma Met…Artificial Intelligen…Breast cancer surveil…Heterogeneous treatme…Adjuvant Chemotherapy…Current treatment str…An attempt to establi…Phase II study of nir…Rethinking the signif…Prognostic factors of…Risk assessment in th…
Collaborators(10)
Takayuki EnomotoAikou OkamotoHideki TokunagaShogo ShigetaHiroaki KajiyamaHiroshi TanabeYuji TakeiNishino KojiSatoe FujiwaraDaisuke Aoki
Institutions(8)
Tohoku UniversityNiigata University Gr…Jikei University Scho…Tohoku Medical and Ph…Nagoya UniversityJichi Medical Univers…Osaka Medical and Pha…Keio University

Papers

Sequential Plasma Metabolome and Proteome Analyses to Develop a Novel Monitoring Strategy for Patients with Epithelial Ovarian Cancer: A Pilot Study

Epithelial ovarian cancer (EOC) is diagnosed at an advanced stage in over half of the patients and its prognosis remains unfavorable. CA125, one of the most frequent positive tumor markers in patients with EOC, has certain limitations. Therefore, more accurate clinical biomarkers are needed. Liquid biopsy with cancer related molecules, such as circulating tumor DNA, is a new option for cancer diagnosis and prognosis. We explored the potential of plasma metabolomic and proteomic analyses as novel monitoring methods for the patients with EOC. Of seven patients, six experienced disease recurrence or progression. CA125 plasma measurements were conducted for disease monitoring. Plasma metabolome and proteome analyses were performed using liquid chromatography–tandem mass spectrometry. Ten and four metabolome indicators were significantly increased and decreased in association with chemotherapeutic resistance, respectively. In addition, thirty-seven and nine proteins displayed high and low levels associated with chemotherapeutic resistance, respectively. Several metabolome pathways and protein concentrations corresponded to the clinical course of each patient. This pilot study suggested the potential of the assessment of metabolome and proteome analysis as a useful tool for developing novel monitoring biomarkers for patients with recurrent EOC.

Artificial Intelligence-Based Histopathological Subtyping of High-Grade Serous Ovarian Cancer

Four subtypes of ovarian high-grade serous carcinoma (HGSC) have previously been identified, each with different prognoses and drug sensitivities. However, the accuracy of classification depended on the assessor's experience. This study aimed to develop a universal algorithm for HGSC-subtype classification using deep learning techniques. An artificial intelligence (AI)-based classification algorithm, which replicates the consensus diagnosis of pathologists, was formulated to analyze the morphological patterns and tumor-infiltrating lymphocyte counts for each tile extracted from whole slide images of ovarian HGSC available in The Cancer Genome Atlas (TCGA) data set. The accuracy of the algorithm was determined using the validation set from the Japanese Gynecologic Oncology Group 3022A1 (JGOG3022A1) and Kindai and Kyoto University (Kindai/Kyoto) cohorts. The algorithm classified the four HGSC-subtypes with mean accuracies of 0.933, 0.910, and 0.862 for the TCGA, JGOG3022A1, and Kindai/Kyoto cohorts, respectively. To compare mesenchymal transition (MT) with non-MT groups, overall survival analysis was performed in the TCGA data set. The AI-based prediction of HGSC-subtype classification in TCGA cases showed that the MT group had a worse prognosis than the non-MT group (P = 0.017). Furthermore, Cox proportional hazard regression analysis identified AI-based MT subtype classification prediction as a contributing factor along with residual disease after surgery, stage, and age. In conclusion, a robust AI-based HGSC-subtype classification algorithm was established using virtual slides of ovarian HGSC.

Breast cancer surveillance for epithelial ovarian cancer patients with BRCA1 and BRCA2 pathogenic variants: a single-center retrospective study

Abstract Objectives To identify a method for breast cancer (BC) surveillance in patients with epithelial ovarian cancer (EOC) with germline BRCA1/2 pathogenic variants (gBRCA1/2m) and the incidence of BC after EOC in the era of broad PARP inhibitors use. Methods We retrospectively analyzed the data on EOC patients who had gBRCA1/2m by genetic testing between January 2017 and August 2023 in our single center. Results Of 125 patients with EOC, 33 had gBRCA1/2m. Of these, 27 (81.8%) underwent BC surveillance, 20 ultrasound and/or mammography, and seven magnetic resonance imaging (MRI). The median time from EOC diagnosis to the initiation of BC surveillance was 8 months. EOC recurrence was significantly lower in the group with MRI than in the group without MRI (no case vs. 10 cases, P = .0261). The duration from EOC diagnosis to the start of BC surveillance was longer in the group with MRI than in the group without MRI (21 vs. 7 months, P = .1033). Two (6.1%) patients developed BC after EOC. Both cases were early stage, triple-negative BCs that occurred more than 3 years after the diagnosis of stage III EOC. Conclusions With the advent of PARP inhibitors, long-term survival is expected to increase, and a certain number of patients with EOC after initial treatment may benefit from BC surveillance using MRI. In particular, BC surveillance with MRI may be considered for patients who have not experienced EOC recurrence for more than 2 years.

Heterogeneous treatment effect of dose‐dense paclitaxel plus carboplatin therapy for advanced ovarian cancer

AbstractA Japanese clinical trial (JGOG3016) showed that dose‐dense weekly paclitaxel in combination with carboplatin extensively prolonged overall survival (OS) in patients with advanced ovarian cancer. However, in other clinical trials, dose‐dense paclitaxel regimens were not superior to triweekly paclitaxel regimens. In this study, causal tree analysis was applied to explore subpopulations with different treatment effects of dose‐dense paclitaxel in a data‐driven approach. The 587 participants with stage II–IV ovarian cancer in the JGOG3016 trial were used for model development. The primary endpoint was treatment effect in terms of 3‐year OS in patients receiving dose‐dense vs. conventional paclitaxel therapies. In patients <50 years, the 3‐year OS was similar in both groups; however, it was higher in the dose‐dense group in patients ≥50 years. Dose‐dense paclitaxel showed strong positive treatment effects in patients ≥50 years with stage II/III disease, BMI <23 kg/m2, non‐CC/MC, and residual tumor ≥1 cm. In contrast, although there was no significant difference in OS; the 3‐year OS rate was 23% lower in dose‐dense paclitaxel than conventional paclitaxel in patients ≥60 years with stage IV cancer. Patients in this group had a particularly lower performance status than other groups. Our causal tree analysis suggested that poor prognosis groups represented by residual tumor tissue ≥1 cm benefit from dose‐dense paclitaxel, whereas elderly patients with advanced disease and low‐performance status are negatively impacted by dose‐dense paclitaxel. These subpopulations will be of interest to future validation studies. Personalized treatments based on clinical features are expected to improve advanced ovarian cancer prognosis.

Current treatment strategies for ovarian cancer in the East Asian Gynecologic Oncology Trial Group (EAGOT)

Ovarian cancer, notable for its severe prognosis among gynecologic cancers, has seen substantial progress in treatment approaches recently. Enhanced protocols in chemotherapy and the introduction of poly (ADP-ribose) polymerase (PARP) inhibitors for maintenance therapy have markedly improved outcomes for patients with specific genetic profiles, such as those positive for BRCA mutations or exhibiting homologous recombination deficiency (HRD). Additionally, the method of intraperitoneal chemotherapy administration has emerged as a valuable alternative to traditional transvenous routes, showing promise for wider clinical adoption. The field of surgery has also evolved, with increasing exploration into the benefits and feasibility of laparoscopic methods over more invasive traditional surgeries, aiming for complete tumor removal but with reduced patient impact. The hereditary nature of ovarian cancer underscores the importance of genetic testing, which has become integral in tailoring treatment strategies, particularly in determining suitability for PARP inhibitors. The formation of the East Asian Gynecologic Oncology Trial Group (EAGOT) aims to optimize treatment across Japan, Korea, China, and Taiwan. The ovarian cancer committee of EAGOT shared the current policies, focusing on 5 topics: 1) strategies for maintenance therapy after initial surgery and chemotherapy, 2) drug regimens for platinum-sensitive and platinum-resistant recurrence, 3) intraperitoneal chemotherapy, 4) laparoscopic surgery as an alternative to laparotomy, and 5) current status of genetic testing (BRCA, HRD, and panel tests) for ovarian cancer and its prospects. EAGOT's multi-national trials aim to harmonize these evolving treatment strategies, ensuring that the latest and most effective protocols are accessible across the region, thereby significantly impacting patient outcomes in East Asia.

An attempt to establish real-world databases of poly(ADP-ribose) polymerase inhibitors for advanced or recurrent epithelial ovarian cancer: the Japanese Gynecologic Oncology Group

The development of new treatments for gynecological malignancies has been conducted mainly through collaborative international phase III trials led by the United States and Europe. The survival outcomes of many gynecological malignancies have greatly improved as a result. Recent large-scale genome-wide association studies have revealed that drug efficacy and adverse event profiles are not always uniform. Thus, it is important to validate new treatment options in each country to safely and efficiently provide newly developed treatment options to patients with gynecological malignancies. The Japanese Gynecologic Oncology Group (JGOG) is conducting 5 cohort studies (JGOG 3026, 3027, 3028, 3030, and 3031) to establish real-world data (RWD) of poly(ADP-ribose) polymerase (PARP) inhibitor use in patients with advanced or recurrent epithelial ovarian cancer. The RWD constructed will be used to provide newly developed PARP inhibitors for women with advanced or recurrent ovarian cancer in a safer and more efficient manner as well as to develop further treatment options. In 2022, The JGOG, Korean Gynecologic Oncology Group, Chinese Gynecologic Cancer Society, and Taiwanese Gynecologic Oncology Group established the East Asian Gynecologic Oncology Trial Group to collaborate with East Asian countries in clinical research on gynecologic malignancies and disseminate new knowledge on gynecologic malignancies from Asia. The JGOG will conduct a collaborative integrated analysis of the RWD generated from Asian countries and disseminate real-world clinical knowledge regarding new treatment options that have been clinically implemented.

Rethinking the significance of surgery for uterine cervical cancer

AbstractBackgroundTreatment strategies based on histological subtypes are unestablished.AimsRethinking the significance of surgery for uterine cervical cancer.MethodsUsing the database of cervical cancer stages IB–IIB with extensive hysterectomy (Federation of Gynecology and Obstetrics [FIGO] 2008) established by the Japanese Gynecologic Oncology Group network, we conducted a clinicopathological study of cervical cancer cases reclassified according to the FIGO 2018 staging. In stage IB (FIGO 2018) cervical cancer patients, there was no significant difference in treatment outcome according to histological type, but in stages IIA, IIB, and IIIC1 (FIGO 2018), the treatment outcome of nonsquamous cell carcinoma was significantly worse than that of squamous cell carcinoma. Considering post‐treatment health care, it is important to consider ovarian preservation in young patients with cervical cancer, up to stage IIA (FIGO 2018) for squamous cell carcinoma and stage IB1 (FIGO 2018) for nonsquamous cell carcinoma, after careful evaluation of clinicopathological factors before surgery.DiscussionLocally advanced adenocarcinoma of the cervix is a rare and refractory cancer that has been shown to have low radiosensitivity, and its treatment outcome is still unsatisfactory. A new therapeutic strategy involving multidisciplinary treatment in combination with perioperative chemotherapy at a facility that can provide highly curative surgical treatment is desired.ConclusionMinimally invasive surgery is being introduced for the treatment of early‐stage cervical cancer. However, the number of eligible cases should be expanded in a phased manner, based on an objective evaluation of surgical outcomes at the facilities. Omics analysis may be useful to develop a new treatment for human papillomavirus nonrelated cervical cancer, represented by gastric mucinous carcinoma.

Prognostic factors of 2018 FIGO stage IB-IIA cervical cancer with absence of high/ intermediate surgical-pathological risk factors

Abstract Objective This retrospective analysis of a real-world database of open radical hysterectomy in Japan aimed to reveal the clinicopathological findings and clinical outcomes of low-risk patients with stage IB-IIA cervical cancer. Methods A total of 1143 stage IB1, IB2 and IIA1 (reclassified by FIGO 2018 staging system) patients with cervical cancer who underwent radical hysterectomy between January 2004 and December 2008 from the Japanese Gynecologic Oncology Group database were analyzed. Low-risk patients were defined as those without a tumor size exceeding 4 cm, parametrial tumor involvement, deep (outer half) stromal invasion, lymphovascular space invasion or lymph nodal metastasis. Results 61.2% (772/1262) patients with stage IB1, 32.1% (229/932) with stage IB2 and 16.9% (72/294) of stage IIA1 were classified into the low-risk group. The 5-year overall survival and disease-free survival rates were 98.4 and 93.7%, respectively. Histological classification did not affect the survival rates, but stage IIA cases had significantly lower overall survival and disease-free survival (83.5 and 93.8%, respectively) than stage IB cases. The independent prognostic factors for disease-free survival were older age (≧50), histology, clinical stage and clinical stage as independent prognostic factors for overall survival. Regarding recurrence, older age, non-SCC and stage IIA1 were independent risk factors for local recurrence, but stage IIA1 was the only independent risk factor for distant metastasis. Conclusion We found that stage IIA1 was the strongest risk factor for survival and recurrence of low-risk uterine cervical cancer (FIGO, 2018). In low-risk cases, stage IIA1 should be considered separately from stage IB.

Risk assessment in the patients with uterine cervical cancer harboring intermediate risk factors after radical hysterectomy: a multicenter, retrospective analysis by the Japanese Gynecologic Oncology Group

Adjuvant therapy is usually considered for surgically treated patients with uterine cervical cancer harboring intermediate risk (IR) factors such as large tumor diameter, stromal invasion to the outer half, and lymphovascular space invasion (LVSI). However, the indications and types of adjuvant therapy for the IR group remain controversial. This study aimed to analyze the differences in patient outcomes in the IR group to provide novel insights for tailoring adjuvant therapy. Data from 6192 patients with cervical cancer who underwent radical hysterectomy at 116 institutions belonging to the Japanese Gynecologic Oncology Group were reviewed. In total, 1688 patients were classified into the IR group, of whom 37.3% did not receive adjuvant therapy. Conversely, approximately equal proportions of the remaining patients received adjuvant radiotherapy, concurrent chemoradiotherapy, and chemotherapy. Patients with all three risk factors showed worse overall survival than those with one or two risk factors. In addition to LVSI, non-squamous cell carcinoma histology, and vaginal invasion were identified as independent risk factors for both recurrence and mortality in multivariate analyses. Tumor diameter greater than 40 mm and surgical center volume were identified as independent risk factors for recurrence. Stromal invasion to the outer half and ovarian metastasis were identified as independent risk factors for mortality. This study revealed the significant differences in prognosis in the IR group. The indications for adjuvant therapy should be further studied, focusing on conventional risk factors and other pathological findings.

Heterogeneous treatment effects of adjuvant therapy for patients with cervical cancer in the intermediate‐risk group

AbstractBackgroundThe efficacy of adjuvant therapy for patients with cervical cancer with intermediate risk (CC‐IR) remains controversial. We examined the impact of adjuvant therapy on survival outcomes in patients with CC‐IR and evaluated the heterogeneous treatment effects (HTEs) of adjuvant therapies based on clinicopathologic characteristics.MethodsWe retrospectively analyzed a previous Japanese nationwide cohort of 6192 patients with stage IB–IIB cervical cancer who underwent radical hysterectomy. We created two pairs of propensity score‐matched treatment/control groups to investigate the treatment effects of adjuvant therapies: (1) adjuvant therapy versus non‐adjuvant therapy; (2) chemotherapy versus radiotherapy conditional on adjuvant therapy. Multivariate analyses with treatment interactions were performed to evaluate the HTEs.ResultsAmong the 1613 patients with CC‐IR, 619 and 994 were in the non‐treatment and treatment groups, respectively. Survival outcomes did not differ between the two groups: 3‐year progression‐free survival (PFS) rates were 88.1% and 90.3% in the non‐treatment and treatment groups, respectively (p = 0.199). Of the patients in the treatment group, 654 and 340 received radiotherapy and chemotherapy, respectively. Patients who received chemotherapy had better PFS than those who received radiotherapy (3‐year PFS, 90.9% vs. 82.9%, p = 0.010). Tumor size was a significant factor that affected the treatment effects of chemotherapy; patients with large tumors gained better therapeutic effects from chemotherapy than those with small tumors.ConclusionAdjuvant therapy is optional for some patients with CC‐IR; however, chemotherapy can be recommended as adjuvant therapy, particularly for patients with large tumors.

Identification of predictive biomarkers for diagnosis and radiation sensitivity of uterine cervical cancer using wide‐targeted metabolomics

AbstractAimUterine cervical cancer (UCC) is the fourth most common cancer in women, responsible for more than 300 000 deaths worldwide. Its early detection, by cervical cytology, and prevention, by vaccinating against human papilloma virus, greatly contribute to reducing cervical cancer mortality in women. However, penetration of the effective prevention of UCC in Japan remains low. Plasma metabolome analysis is widely used for biomarker discovery and the identification of cancer‐specific metabolic pathways. Here, we aimed to identify predictive biomarkers for the diagnosis and radiation sensitivity of UCC using wide‐targeted plasma metabolomics.MethodsWe analyzed 628 metabolites in plasma samples obtained from 45 patients with UCC using ultra‐high‐performance liquid chromatography with tandem mass spectrometry.ResultsThe levels of 47 metabolites were significantly increased and those of 75 metabolites were significantly decreased in patients with UCC relative to healthy controls. Increased levels of arginine and ceramides, and decreased levels of tryptophan, ornithine, glycosylceramides, lysophosphatidylcholine, and phosphatidylcholine were characteristic of patients with UCC. Comparison of metabolite profiles in groups susceptible and non‐susceptible to radiation therapy, a treatment for UCC, revealed marked variations in polyunsaturated fatty acid, nucleic acid, and arginine metabolism in the group not susceptible to treatment.ConclusionsOur findings suggest that the metabolite profile of patients with UCC may be an important indicator for distinguishing these patients from healthy cohorts, and may also be useful for predicting sensitivity to radiotherapy.

Retrospective analysis of local recurrence pattern by computed tomography image-guided intracavitary and interstitial brachytherapy for locally advanced cervical cancer in a single Japanese institution

The purpose of this study was to investigate the treatment results with focus on local control (LC) by computed tomography (CT)-guided intracavity brachytherapy and interstitial brachytherapy (ICBT/ISBT) for locally advanced cervical cancer (LACC). Patients with LACC undergoing ICBT/ISBT at least once in our institution between January 2017 and June 2019 were analyzed retrospectively. The primary endpoint was local control (LC), and the secondary endpoints were progression-free survival (PFS), overall survival (OS), and late toxicities. Differences between patient subgroups for prognostic factors in LC, PFS, and OS were analyzed using the log-rank test. The recurrence patterns of LC were also investigated. Forty-four patients were included in the present study. The median high-risk clinical target volume (HR-CTV) at the initial brachytherapy was 48.2 cc. The median total dose of HR-CTV D90 (EQD2) was 70.7 Gy. The median followup period was 39.4 months. The 3-year LC, PFS and OS rates in all patients were 88.2%, 56.6%, and 65.4% (95% CI 50.3-78.0%), respectively. Corpus invasion and large HR-CTV (70 cc or more) were significant prognostic factors in LC, PFS, and OS. Marginal recurrences at the fundus of the uterus were detected in 3 of 5 patients in whom local recurrence was observed. Late toxicities of Grade 3 or higher were detected in 3 patients (6.8%). Favorable LC was achieved by performing CT-guided ICBT/ISBT for LACC. The brachytherapy strategy for patients with corpus invasion or large HR-CTV may need to be reconsidered.

Prognostic impact of lymphadenectomy in patients with advanced ovarian clear cell carcinoma: an ancillary analysis of the JGOG3017-A4 study

Abstract Background Systematic pelvic and aortic lymphadenectomy in stage IIB–IVB patients with epithelial ovarian cancer, undergoing complete abdominal macroscopic resection with normal lymph nodes, was revealed to have no prognostic significance for survival in the LION trial. However, the proportion of patients with ovarian clear cell carcinoma (OCCC) in the LION trial was only 2.2%, so the significance of systematic retroperitoneal lymphadenectomy in patients with OCCC remains unclear. Methods We conducted an ancillary analysis of 619 patients enrolled in a randomized phase III trial (JGOG 3017) in patients with OCCC. Of these, 89 were stage IIB to IVB, underwent a complete macroscopic resection, and had no grossly enlarged lymph nodes intraoperatively. Patients were divided into two groups: group A with lymphadenectomy and group B without lymphadenectomy. The Kaplan–Meier method was used to calculate progression-free survival (PFS) and overall survival (OS) and the log-rank test and Cox proportional hazard model were used to compare the two groups. Results Among the 89 patients, 77 (86.5%) underwent a lymphadenectomy (group A), while 12 (13.5%) did not (group B). Three-year PFS were 62.3% in group A and 58.3% in group B ( p  = 0.7705). Three-year OS were 73.0% in group A and 65.6% in group B ( p  = 0.6346). No significant differences were observed between two groups. Conclusion This study did not demonstrate a definitive survival benefit from systematic lymphadenectomy in advanced OCCC patients with complete resection and clinically negative nodes. Given the small sample size, these results should be interpreted with caution and regarded as exploratory.

Niraparib as maintenance therapy in Japan: a retrospective observational study using a Japanese claims database

Epithelial ovarian cancer (EOC) is the leading cause of female mortality in gynecologic malignancies, with a rising incidence in Japan. This study aimed to validate the treatment patterns and safety of niraparib as maintenance therapy for EOC following initial chemotherapy in clinical practice in Japan. Leveraging claims data between April 2008 and December 2022, this descriptive study comprised EOC-diagnosed patients receiving initial platinum-based chemotherapy, debulking surgery, and niraparib as maintenance therapy. Patient characteristics, prescription status, transfusion details, and laboratory data were assessed and reported as summary statistics and frequencies. Among 291 patients, the median age was 64.0 years and 94.5% received a 200-mg daily dose of niraparib. At week 12, 78.7% (229/291) continued niraparib treatment, 21.3% (62/291) discontinued, and 52.2% (152/291) required treatment interruptions. Of the 62 patients who discontinued treatment, 27 patients initiated subsequent EOC treatment within 12 weeks following niraparib discontinuation. Blood transfusions were needed in 10.3% (30/291), and of 55 patients with available laboratory data, 61.8% (34/55) had decreased platelet count <100,000/µL, 25.5% (14/55) had decreased hemoglobin level <8 g/dL, and 22.7% (5/22) had decreased neutrophil count <1,000/µL, meeting the criteria for treatment interruption. Among those with thrombocytopenia, 88.2% (30/34) were able to either resume or continue treatment. Niraparib demonstrated favorable tolerability in Japanese patients with advanced EOC, with effective management of thrombocytopenia through dose adjustments and supportive care, supporting its viability as post-chemotherapy maintenance therapy.

4Works
18Papers
98Collaborators
Neoplasm StagingOvarian NeoplasmsPrognosisCarcinoma, Ovarian EpithelialNeoplasm Recurrence, LocalGenital Neoplasms, FemaleBiomarkers, Tumor