Koji Kuroda
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Koji Kuroda has a total of 41 co-authors. Here are the top co-authors by number of shared publications:
- Fumihiro Tanaka
Second Department of Surgery University of Occupational and Environmental Health Kitakyushu Japan
7 shared publications - Masaru Takenaka
Second Department of Surgery, University of Occupational and Environmental Health, 1-1 Iseigaoka, Yahatanishi-ku, Kitakyushu 807-8555, Japan
6 shared publications - Taiji Kuwata
Second Department of Surgery (Chest Surgery), University of Occupational and Environmental Health, Kitakyushu, Japan
5 shared publications - Masatoshi Kanayama
Second Department of Surgery, University of Occupational and Environmental Health, Kitakyushu, Japan
4 shared publications - Hiroki Matsumiya
Second Department of Surgery, School of Medicine, University of Occupational and Environmental Health, Kitakyushu, Japan
3 shared publications - Masataka Mori
Second Department of Surgery, School of Medicine, University of Occupational and Environmental Health, Yahatanishi-ku, Kitakyushu 807-8555, Japan
3 shared publications
Latest Publications
- Open Access
Stratification of Prognosis in Pulmonary Pleomorphic Carcinoma Based on Integrated PD-L1 and Multiparametric Biomarker Analysis
Background/Objectives: Published data on reliable prognostic biomarkers for pulmonary pleomorphic carcinoma (PPC), a rare, aggressive subtype of non-small cell lung cancer, are limited. Programmed death-ligand 1 (PD-L1) has been studied; however, the prognostic impact of other immunoregulatory molecules, such as CD73, CD155, and Ki-67 and their combined expression profiles, remains unclear. Methods: We retrospectively analyzed data of 47 patients who had undergone macroscopic complete resection of PPC between January 2000 and December 2022. Immunohistochemistry for PD-L1, CD73, CD155, and Ki-67 was performed. Cut-off values were determined by receiver operating characteristic analysis for cancer-specific death. The primary endpoint was the association between each biomarker and overall survival (OS) or cancer-specific survival (CSS). The secondary endpoint was the prognostic value of combined biomarker profiles, particularly PD-L1 with CD73, CD155, or Ki-67. Results: At a positivity threshold of 1%, the positivity rates were 70.2% for PD-L1, 89.4% for CD73, 91.5% for CD155, and 83.0% for Ki-67. There were no statistically significant differences in OS or CSS between groups with high expression and those with low expression for any single marker. Secondary endpoint analysis showed that low PD-L1 and low CD73 predicted significantly poorer OS (p = 0.046) and low PD-L1 and low Ki-67 predicted significantly poorer CSS (p = 0.039) compared with other combinations. Conclusions: Primary endpoint analyses showed no statistically significant association between any single marker and prognosis in PPC. In contrast, secondary endpoint findings indicated that concurrent low PD-L1 with either low CD73 or low Ki-67 identified subsets with significantly poorer outcomes. The present findings provide a basis for further investigation of biomarker combinations for prognostic assessment in this rare lung cancer. Because of the limited sample size, these findings are exploratory and require validation in larger independent cohorts.
Open AccessStratification of Prognosis in Pulmonary Pleomorphic Carcinoma Based on Integrated PD-L1 and Multiparametric Biomarker Analysis
Background/Objectives: Published data on reliable prognostic biomarkers for pulmonary pleomorphic carcinoma (PPC), a rare, aggressive subtype of non-small cell lung cancer, are limited. Programmed death-ligand 1 (PD-L1) has been studied; however, the prognostic impact of other immunoregulatory molecules, such as CD73, CD155, and Ki-67 and their combined expression profiles, remains unclear. Methods: We retrospectively analyzed data of 47 patients who had undergone macroscopic complete resection of PPC between January 2000 and December 2022. Immunohistochemistry for PD-L1, CD73, CD155, and Ki-67 was performed. Cut-off values were determined by receiver operating characteristic analysis for cancer-specific death. The primary endpoint was the association between each biomarker and overall survival (OS) or cancer-specific survival (CSS). The secondary endpoint was the prognostic value of combined biomarker profiles, particularly PD-L1 with CD73, CD155, or Ki-67. Results: At a positivity threshold of 1%, the positivity rates were 70.2% for PD-L1, 89.4% for CD73, 91.5% for CD155, and 83.0% for Ki-67. There were no statistically significant differences in OS or CSS between groups with high expression and those with low expression for any single marker. Secondary endpoint analysis showed that low PD-L1 and low CD73 predicted significantly poorer OS (p = 0.046) and low PD-L1 and low Ki-67 predicted significantly poorer CSS (p = 0.039) compared with other combinations. Conclusions: Primary endpoint analyses showed no statistically significant association between any single marker and prognosis in PPC. In contrast, secondary endpoint findings indicated that concurrent low PD-L1 with either low CD73 or low Ki-67 identified subsets with significantly poorer outcomes. The present findings provide a basis for further investigation of biomarker combinations for prognostic assessment in this rare lung cancer. Because of the limited sample size, these findings are exploratory and require validation in larger independent cohorts.
- Open Access
Establishing a Highly Accurate Circulating Tumor Cell Image Recognition System for Human Lung Cancer by Pre-Training on Lung Cancer Cell Lines
Background/Objectives: Circulating tumor cells (CTCs) are important biomarkers for predicting prognosis and evaluating treatment efficacy in cancer. We developed the “CTC-Chip” system based on microfluidics, enabling highly sensitive CTC detection and prognostic assessment in lung cancer and malignant pleural mesothelioma. However, the final identification and enumeration of CTCs require manual intervention, which is time-consuming, prone to human error, and necessitates the involvement of experienced medical professionals. Medical image recognition using machine learning can reduce workload and improve automation. However, CTCs are rare in clinical samples, limiting the training data available to construct a robust CTC image recognition system. In this study, we established a highly accurate artificial intelligence-based CTC recognition system by pre-training convolutional neural networks using images from lung cancer cell lines. Methods: We performed transfer learning of convolutional neural networks. Initially, the models were pre-trained using images obtained from lung cancer cell lines. The model’s accuracy was improved by training with a limited number of clinical CTC images. Results: Transfer learning significantly improved the CTC classification accuracy to an average of 99.51%, compared to 96.96% for a model trained solely on pre-trained cell lines (p < 0.05). This approach showed notable efficacy when clinical training images were limited, achieving statistically significant accuracy improvements with as few as 17 clinical CTC images (p < 0.05). Conclusions: Overall, our findings demonstrate that pre-training with cancer cell lines enables rapid and highly accurate automated CTC recognition even with limited clinical data, significantly enhancing clinical applicability and potential utility across diverse cancer diagnostic workflows.
Open AccessEstablishing a Highly Accurate Circulating Tumor Cell Image Recognition System for Human Lung Cancer by Pre-Training on Lung Cancer Cell Lines
Background/Objectives: Circulating tumor cells (CTCs) are important biomarkers for predicting prognosis and evaluating treatment efficacy in cancer. We developed the “CTC-Chip” system based on microfluidics, enabling highly sensitive CTC detection and prognostic assessment in lung cancer and malignant pleural mesothelioma. However, the final identification and enumeration of CTCs require manual intervention, which is time-consuming, prone to human error, and necessitates the involvement of experienced medical professionals. Medical image recognition using machine learning can reduce workload and improve automation. However, CTCs are rare in clinical samples, limiting the training data available to construct a robust CTC image recognition system. In this study, we established a highly accurate artificial intelligence-based CTC recognition system by pre-training convolutional neural networks using images from lung cancer cell lines. Methods: We performed transfer learning of convolutional neural networks. Initially, the models were pre-trained using images obtained from lung cancer cell lines. The model’s accuracy was improved by training with a limited number of clinical CTC images. Results: Transfer learning significantly improved the CTC classification accuracy to an average of 99.51%, compared to 96.96% for a model trained solely on pre-trained cell lines (p < 0.05). This approach showed notable efficacy when clinical training images were limited, achieving statistically significant accuracy improvements with as few as 17 clinical CTC images (p < 0.05). Conclusions: Overall, our findings demonstrate that pre-training with cancer cell lines enables rapid and highly accurate automated CTC recognition even with limited clinical data, significantly enhancing clinical applicability and potential utility across diverse cancer diagnostic workflows.
- Open Access
- 6 July 2022
- Published by Springer Nature in Surgical Case Reports
- Vol. 8 (1) , 1-5
Robot-assisted thoracoscopic resection of a posterior mediastinal tumor with preserving the artery of Adamkiewicz
Background: The artery of Adamkiewicz (AKA) provides the major blood supply to the lower two-thirds of the spinal cord. As the AKA typically arises from a left posterior intercostal artery at the levels between 9 and 12th thoracic vertebrae, injury of the AKA during thoracic surgery such as resection of a lower paravertebral tumor may cause serious neurological complications. Robot-assisted thoracic surgery (RATS) has several advantages over video-assisted thoracic surgery including three-dimensional and high-definition view with high image magnification and reduced restriction in movement of surgical instruments. Here, we present a case of a left paravertebral ganglioneuroma originating from the sympathetic trunk. Whereas both tumor-feeding arteries and the AKA arose from the 9th intercostal artery, complete tumor resection with preserving the AKA was achieved by RATS. Case presentation: A 15-year-old girl admitted for surgery for a posterior mediastinal tumor. Chest computed tomography showed a well-circumscribed 8.0 cm tumor adjacent to 8–11th thoracic vertebrae and the descending aorta. Contrast-enhanced CT and angiography revealed that the AKA arose from the left 9th intercostal artery that ran between the tumor and the vertebrae and that tumor-feeding arteries also arose from the same intercostal artery. RATS was performed with the left intercostal approach using the da Vinci Xi system (Intuitive Surgical, Mountain View, CA). The tumor originating from the sympathetic trunk was completely resected with preserving the sympathetic trunk and the AKA. Postoperative course was uneventful without any adverse event, such as neurological complications. The final pathological diagnosis of the tumor was ganglioneuroma. Conclusions: RATS is a useful surgical approach for removal of a mediastinal tumor with preserving surrounding organs or tissues, such as the AKA.
- 6 July 2022
- Published by Springer Nature in Surgical Case Reports
- Vol. 8 (1) , 1-5
Open AccessRobot-assisted thoracoscopic resection of a posterior mediastinal tumor with preserving the artery of Adamkiewicz
Background: The artery of Adamkiewicz (AKA) provides the major blood supply to the lower two-thirds of the spinal cord. As the AKA typically arises from a left posterior intercostal artery at the levels between 9 and 12th thoracic vertebrae, injury of the AKA during thoracic surgery such as resection of a lower paravertebral tumor may cause serious neurological complications. Robot-assisted thoracic surgery (RATS) has several advantages over video-assisted thoracic surgery including three-dimensional and high-definition view with high image magnification and reduced restriction in movement of surgical instruments. Here, we present a case of a left paravertebral ganglioneuroma originating from the sympathetic trunk. Whereas both tumor-feeding arteries and the AKA arose from the 9th intercostal artery, complete tumor resection with preserving the AKA was achieved by RATS. Case presentation: A 15-year-old girl admitted for surgery for a posterior mediastinal tumor. Chest computed tomography showed a well-circumscribed 8.0 cm tumor adjacent to 8–11th thoracic vertebrae and the descending aorta. Contrast-enhanced CT and angiography revealed that the AKA arose from the left 9th intercostal artery that ran between the tumor and the vertebrae and that tumor-feeding arteries also arose from the same intercostal artery. RATS was performed with the left intercostal approach using the da Vinci Xi system (Intuitive Surgical, Mountain View, CA). The tumor originating from the sympathetic trunk was completely resected with preserving the sympathetic trunk and the AKA. Postoperative course was uneventful without any adverse event, such as neurological complications. The final pathological diagnosis of the tumor was ganglioneuroma. Conclusions: RATS is a useful surgical approach for removal of a mediastinal tumor with preserving surrounding organs or tissues, such as the AKA.
- Open Access
- 21 January 2022
- Published by Springer Nature in Surgical Case Reports
- Vol. 8 (1) , 1-7
Salvage surgery following immuno-chemo-radiotherapy for advanced non-small cell lung cancer
Background: Salvage surgery following definitive radiotherapy or systemic treatment has become a feasible treatment option in selected patients with advanced initially unresectable non-small cell lung cancer. Recent clinical trials of neoadjuvant treatment have showed that surgery following immuno-chemotherapy is safely performed. Here, we present the first case of salvage surgery following immuno-chemotherapy with concurrent definitive radiotherapy for advanced lung large cell carcinoma. Case presentation: A 44-year male was admitted to our hospital for salvage surgery. Ten months prior to this administration, he had been diagnosed with unresectable large cell carcinoma with malignant pericardial effusion (clinical stage IVA/T3N2M1A; no driver-gene alteration) originating from the right upper lobe (RUL). Due to rapid intrabronchial tumor growth causing severe dyspnea, emergency bronchial stenting in the right main bronchus using an expandable metallic stent had been performed. Thereafter, he had received immuno-chemotherapy with concurrent definitive radiotherapy. Despite dramatic radiographic response, he had suffered from persistent and refractory Pseudomonas aeruginosa lung infection associated with bronchial stent placement. As pericardial effusion had disappeared and no distant metastasis had developed, he was diagnosed with a potentially curable disease and was referred to our hospital. An extended sleeve resection was successfully performed, and pathological sections revealed that pathologic complete response was achieved with immuno-chemo-radiotherapy. The patient received no subsequent treatment, and is alive without tumor recurrence at 8 months after surgery. Conclusions: Salvage surgery following immuno-chemotherapy with concurrent definitive radiotherapy for advanced non-small cell lung cancer may be feasible in selected patients, and may be considered as a treatment option to control local disease.
- 21 January 2022
- Published by Springer Nature in Surgical Case Reports
- Vol. 8 (1) , 1-7
Open AccessSalvage surgery following immuno-chemo-radiotherapy for advanced non-small cell lung cancer
Background: Salvage surgery following definitive radiotherapy or systemic treatment has become a feasible treatment option in selected patients with advanced initially unresectable non-small cell lung cancer. Recent clinical trials of neoadjuvant treatment have showed that surgery following immuno-chemotherapy is safely performed. Here, we present the first case of salvage surgery following immuno-chemotherapy with concurrent definitive radiotherapy for advanced lung large cell carcinoma. Case presentation: A 44-year male was admitted to our hospital for salvage surgery. Ten months prior to this administration, he had been diagnosed with unresectable large cell carcinoma with malignant pericardial effusion (clinical stage IVA/T3N2M1A; no driver-gene alteration) originating from the right upper lobe (RUL). Due to rapid intrabronchial tumor growth causing severe dyspnea, emergency bronchial stenting in the right main bronchus using an expandable metallic stent had been performed. Thereafter, he had received immuno-chemotherapy with concurrent definitive radiotherapy. Despite dramatic radiographic response, he had suffered from persistent and refractory Pseudomonas aeruginosa lung infection associated with bronchial stent placement. As pericardial effusion had disappeared and no distant metastasis had developed, he was diagnosed with a potentially curable disease and was referred to our hospital. An extended sleeve resection was successfully performed, and pathological sections revealed that pathologic complete response was achieved with immuno-chemo-radiotherapy. The patient received no subsequent treatment, and is alive without tumor recurrence at 8 months after surgery. Conclusions: Salvage surgery following immuno-chemotherapy with concurrent definitive radiotherapy for advanced non-small cell lung cancer may be feasible in selected patients, and may be considered as a treatment option to control local disease.
- 1 March 2021
- Published by Springer Nature in Surgery Today
- Vol. 51 (3) , 452-456
The surgical technique for complete resection of lung cancer invading the intrapericardial pulmonary vein and left atrium
In patients with lung cancer invading the left atrium, performing complete resection is difficult. In many cases of complete resection, pneumonectomy is performed. We herein report two techniques in which complete resection with negative margins at the intrapericardial pulmonary vein and left atrium was achieved without pneumonectomy. In the first technique, the groove of the pericardium between the right and left atrium was dissected and an atrial cuff was made in a manner that elongated the intrapericardial pulmonary vein. In the second technique, traction was applied to the atrial cuff, and only the middle lobe vein of the elongated pulmonary vein was resected, to perform atrial cuff plasty. The upper lobe vein and inferior pulmonary vein could be preserved. These techniques of PV elongation and atrial cuff plasty are suitable for both achieving complete resection and lung preservation for lung cancer patients with invasion of the left atrium.
- 1 March 2021
- Published by Springer Nature in Surgery Today
- Vol. 51 (3) , 452-456
The surgical technique for complete resection of lung cancer invading the intrapericardial pulmonary vein and left atrium
In patients with lung cancer invading the left atrium, performing complete resection is difficult. In many cases of complete resection, pneumonectomy is performed. We herein report two techniques in which complete resection with negative margins at the intrapericardial pulmonary vein and left atrium was achieved without pneumonectomy. In the first technique, the groove of the pericardium between the right and left atrium was dissected and an atrial cuff was made in a manner that elongated the intrapericardial pulmonary vein. In the second technique, traction was applied to the atrial cuff, and only the middle lobe vein of the elongated pulmonary vein was resected, to perform atrial cuff plasty. The upper lobe vein and inferior pulmonary vein could be preserved. These techniques of PV elongation and atrial cuff plasty are suitable for both achieving complete resection and lung preservation for lung cancer patients with invasion of the left atrium.
- Open Access
Detection of Circulating Tumor Cells (CTCs) in Malignant Pleural Mesothelioma (MPM) with the “Universal” CTC-Chip and An Anti-Podoplanin Antibody NZ-1.2
Circulating tumor cell (CTC) is a potentially useful surrogate of micro-metastasis, but detection of rare tumor cells contaminated in a vast majority of normal hematologic cells remains technical challenges. To achieve effective detection of a variety of CTCs, we have developed a novel microfluidic system (CTC-chip) in which any antibody to capture CTCs is easily conjugated. In previous studies, we employed an antibody (clone E-1) against podoplanin that was strongly expressed on mesothelioma cells. The CTC-chip coated by the E-1 antibody (E1-chip) provided a modest sensitivity in detection of CTCs in malignant pleural mesothelioma (MPM). Here, to achieve a higher sensitivity, we employed a novel anti-podoplanin antibody (clone NZ-1.2). In an experimental model, MPM cells with high podoplanin expression were effectively captured with the CTC-chip coated by the NZ-1.2 antibody (NZ1.2-chip). Next, we evaluated CTCs in the peripheral blood sampled from 22 MPM patients using the NZ1.2-chip and the E1-chip. One or more CTCs were detected in 15 patients (68.2%) with the NZ1.2-chip, whereas only in 10 patients (45.5%) with the E1-chip. Of noted, in most (92.3%, 12/13) patients with epithelioid MPM subtype, CTCs were positive with the NZ1.2-chip. The CTC-count detected with the NZ1.2-chip was significantly higher than that with the E1-chip (p = 0.034). The clinical implications of CTCs detected with the NZ1.2-chip will be examined in a future study.
Open AccessDetection of Circulating Tumor Cells (CTCs) in Malignant Pleural Mesothelioma (MPM) with the “Universal” CTC-Chip and An Anti-Podoplanin Antibody NZ-1.2
Circulating tumor cell (CTC) is a potentially useful surrogate of micro-metastasis, but detection of rare tumor cells contaminated in a vast majority of normal hematologic cells remains technical challenges. To achieve effective detection of a variety of CTCs, we have developed a novel microfluidic system (CTC-chip) in which any antibody to capture CTCs is easily conjugated. In previous studies, we employed an antibody (clone E-1) against podoplanin that was strongly expressed on mesothelioma cells. The CTC-chip coated by the E-1 antibody (E1-chip) provided a modest sensitivity in detection of CTCs in malignant pleural mesothelioma (MPM). Here, to achieve a higher sensitivity, we employed a novel anti-podoplanin antibody (clone NZ-1.2). In an experimental model, MPM cells with high podoplanin expression were effectively captured with the CTC-chip coated by the NZ-1.2 antibody (NZ1.2-chip). Next, we evaluated CTCs in the peripheral blood sampled from 22 MPM patients using the NZ1.2-chip and the E1-chip. One or more CTCs were detected in 15 patients (68.2%) with the NZ1.2-chip, whereas only in 10 patients (45.5%) with the E1-chip. Of noted, in most (92.3%, 12/13) patients with epithelioid MPM subtype, CTCs were positive with the NZ1.2-chip. The CTC-count detected with the NZ1.2-chip was significantly higher than that with the E1-chip (p = 0.034). The clinical implications of CTCs detected with the NZ1.2-chip will be examined in a future study.
- Open Access
- 1 November 2018
- Published by Wolters Kluwer Health in Annals of Medicine & Surgery
- Vol. 35, 82-85
Complete resection of an anterior mediastinal tumor by total arch replacement and pulmonary artery trunk plasty with a pericardial patch: A case report
Introduction: Patients with undiagnosed anterior mediastinal tumors commonly undergo surgery for diagnosis and treatment. However, determining the optimal therapeutic strategy is difficult for tumors with substantial invasion, such as lesions touching the aortic arch (AA). Case presentation: A 76-year-old man of Asian descent presented to our hospital because chest computed tomography (CT) revealed an anterior mediastinal tumor. This tumor surrounded the left subclavian vein and touched the AA. We suspected the tumor to be malignant. We therefore decided to resect the tumor with preparation for total arch replacement (TAR). The operation was performed in three steps. First, we performed a mediastinal sternotomy. However, the tumor had invaded the subclavian vein, so we resected this vein after adding a transmanubrial approach. However, because of invading the AA we needed next step. Second, we shifted the patient to the right lateral decubitus position. We performed partial resection of the left upper lobe and exfoliated the distal AA. Third, we shifted the patient to the dorsal position and implanted an artificial cardiopulmonary device, after which we performed TAR, and pulmonary artery (PA) trunk plasty with a pericardial patch. The operation was successful, with no major adverse events. Pathologically, the tumor was diagnosed as diffuse large B-cell lymphoma. Discussion: If oncologically complete resection is preferable for tumors with substantial invasion, complete resection should be attempted even if the surgery is difficult. Conclusion: We performed complete resection of an anterior mediastinal tumor with TAR and PA trunk plasty using a pericardial patch.
- 1 November 2018
- Published by Wolters Kluwer Health in Annals of Medicine & Surgery
- Vol. 35, 82-85
Open AccessComplete resection of an anterior mediastinal tumor by total arch replacement and pulmonary artery trunk plasty with a pericardial patch: A case report
Introduction: Patients with undiagnosed anterior mediastinal tumors commonly undergo surgery for diagnosis and treatment. However, determining the optimal therapeutic strategy is difficult for tumors with substantial invasion, such as lesions touching the aortic arch (AA). Case presentation: A 76-year-old man of Asian descent presented to our hospital because chest computed tomography (CT) revealed an anterior mediastinal tumor. This tumor surrounded the left subclavian vein and touched the AA. We suspected the tumor to be malignant. We therefore decided to resect the tumor with preparation for total arch replacement (TAR). The operation was performed in three steps. First, we performed a mediastinal sternotomy. However, the tumor had invaded the subclavian vein, so we resected this vein after adding a transmanubrial approach. However, because of invading the AA we needed next step. Second, we shifted the patient to the right lateral decubitus position. We performed partial resection of the left upper lobe and exfoliated the distal AA. Third, we shifted the patient to the dorsal position and implanted an artificial cardiopulmonary device, after which we performed TAR, and pulmonary artery (PA) trunk plasty with a pericardial patch. The operation was successful, with no major adverse events. Pathologically, the tumor was diagnosed as diffuse large B-cell lymphoma. Discussion: If oncologically complete resection is preferable for tumors with substantial invasion, complete resection should be attempted even if the surgery is difficult. Conclusion: We performed complete resection of an anterior mediastinal tumor with TAR and PA trunk plasty using a pericardial patch.
- Open Access
- 7 November 2016
- Published by Springer Nature in Surgical Case Reports
- Vol. 2 (1) , 1-3
Middle mediastinal thymic carcinoma with cystic findings in radiologic images: a case report
- 7 November 2016
- Published by Springer Nature in Surgical Case Reports
- Vol. 2 (1) , 1-3
Open AccessMiddle mediastinal thymic carcinoma with cystic findings in radiologic images: a case report