Journal of Pathology and Translational Medicine最新文献

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The Automatable Activity-Based Approach to Complexity Unit Scoring as a task-specific model approach to monetizing outcomes of pathology artificial intelligence solutions. 可自动化的基于活动的复杂性单元评分方法,作为一种特定于任务的模型方法,将病理人工智能解决方案的结果货币化。
IF 1.7
Journal of Pathology and Translational Medicine Pub Date : 2025-07-01 Epub Date: 2025-07-03 DOI: 10.4132/jptm.2025.04.15
Stavros Pantelakos, Martha Nifora, Georgios Agrogiannis
{"title":"The Automatable Activity-Based Approach to Complexity Unit Scoring as a task-specific model approach to monetizing outcomes of pathology artificial intelligence solutions.","authors":"Stavros Pantelakos, Martha Nifora, Georgios Agrogiannis","doi":"10.4132/jptm.2025.04.15","DOIUrl":"10.4132/jptm.2025.04.15","url":null,"abstract":"<p><strong>Background: </strong>Cost-containment policies are increasingly affecting decision-making in healthcare. In this context, the need for monetization of digital health interventions has been recently emphasized. Previous studies have attempted to extrapolate cost containment in conjunction with the implementation of digital pathology solutions mostly on the basis of operational cost savings or diagnostic error reduction. However, no study has attempted to link a wider spectrum of potential diagnostic tasks performed by artificial intelligence algorithms to financial figures.</p><p><strong>Methods: </strong>Herein, we employ a workload measurement tool for the purpose of monetizing particular outcomes associated with the implementation of a pathology artificial intelligence solution. A hundred and thirty-two prostate core biopsy samples were encoded for workload using the Automatable Activity-Based Approach to Complexity Unit Scoring. Subsequently, avoided workload, full-time equivalent gains, and corresponding cost savings were calculated assuming full clinical deployment of a well-developed prostate cancer screening tool.</p><p><strong>Results: </strong>For a fixed percentage of negative cores and a steady yearly workload of prostate core biopsies, the estimated total avoided workload amounted to 4,291 complexity units per year, with an average avoidance of 16.25 complexity units per ascension number. The calculated full-time equivalent gains were 0.12, whereas projected cost savings were as high as €2,402.34 per year or €0.55 per complexity unit, which in turn would yield an average of €8.93 per ascension number.</p><p><strong>Conclusions: </strong>The Automatable Activity-Based Approach to Complexity Unit Scoring appears to be a suitable economic evaluation tool for assessing the possible implementation of task-specific artificial intelligence solutions in a given histopathology laboratory or group of laboratories, considering it is a task-specific workload measurement tool per design.</p>","PeriodicalId":46933,"journal":{"name":"Journal of Pathology and Translational Medicine","volume":" ","pages":"225-234"},"PeriodicalIF":1.7,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12264476/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144555314","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multiple sclerosis: a practical review for pathologists. 多发性硬化症:病理学家的实用回顾。
IF 1.7
Journal of Pathology and Translational Medicine Pub Date : 2025-07-01 Epub Date: 2025-06-27 DOI: 10.4132/jptm.2025.05.20
Rachel A Multz, Pouya Jamshidi, Jared T Ahrendsen
{"title":"Multiple sclerosis: a practical review for pathologists.","authors":"Rachel A Multz, Pouya Jamshidi, Jared T Ahrendsen","doi":"10.4132/jptm.2025.05.20","DOIUrl":"10.4132/jptm.2025.05.20","url":null,"abstract":"<p><p>Multiple sclerosis (MS) is an immune-mediated demyelinating disorder of the central nervous system. It is a chronic disorder resulting in neurologic dysfunction that is disseminated both in time (multiple discrete episodes) and space (involving multiple sites). Histologically, MS is characterized by localized loss of myelin with relative preservation of axons. This review will discuss the epidemiology, clinical, laboratory, radiologic, and pathologic features of multiple sclerosis, as well as briefly touch on the differential diagnosis, treatment, and prognosis of the disease, especially as they relate to the pathologic interpretation of tissue specimens.</p>","PeriodicalId":46933,"journal":{"name":"Journal of Pathology and Translational Medicine","volume":" ","pages":"203-213"},"PeriodicalIF":1.7,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12264475/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144508835","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Thoracic aortic calcification as a predictor of coronary artery disease: a systematic review and meta-analysis. 胸主动脉钙化作为冠状动脉疾病的预测因子:一项系统回顾和荟萃分析
IF 1.7
Journal of Pathology and Translational Medicine Pub Date : 2025-05-01 Epub Date: 2025-04-30 DOI: 10.4132/jptm.2025.03.05
Hussein Nafakhi, Alaa Salah Jumaah, Akeel Abed Yasseen
{"title":"Thoracic aortic calcification as a predictor of coronary artery disease: a systematic review and meta-analysis.","authors":"Hussein Nafakhi, Alaa Salah Jumaah, Akeel Abed Yasseen","doi":"10.4132/jptm.2025.03.05","DOIUrl":"10.4132/jptm.2025.03.05","url":null,"abstract":"<p><strong>Background: </strong>The relationship between coronary atherosclerosis (progression, outcome) and calcification in the thoracic aorta (TAC), particularly across its various segments, is complex and often shows conflicting associations in the literature. To address this debated and complex relationship, we aimed to evaluate how TAC and its segments correlate with the presence and severity of coronary artery disease (CAD).</p><p><strong>Methods: </strong>We reviewed all articles published between January 1990 and September 2024 that examined the link between TAC and CAD and were indexed in PubMed, Scopus, or EMBASE. Using a random-effects model, we calculated pooled proportions, odds ratios, and corresponding 95% confidence intervals (CIs) to evaluate the association between TAC and CAD, with consideration of severity.</p><p><strong>Results: </strong>The study included 17 studies with 8,187 participants, 2,775 of whom had CAD (1,059 with severe CAD), and 5,412 of whom did not. The pooled odds ratio of TAC in patients with CAD compared to that in those without was 3.874 (95% CI, 2.789 to 5.381). For severe CAD versus mild CAD, the odds ratio was 8.005 (95% CI, 2.611 to 24.542). Calcification of the aortic root (pooled proportion, 51%; 95% CI, 0.282 to 0.733) or descending aorta (pooled proportion, 53.4%; 95% CI, 0.341 to 0.718) had the strongest association with CAD compared to calcification of the arch or ascending aorta.</p><p><strong>Conclusions: </strong>TAC is significantly associated with both the presence and severity of CAD. Calcification in the descending aorta and aortic root is more strongly linked to CAD than calcification in the arch or ascending aorta.</p>","PeriodicalId":46933,"journal":{"name":"Journal of Pathology and Translational Medicine","volume":" ","pages":"161-170"},"PeriodicalIF":1.7,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12138240/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144050130","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Diagnostic yield of fine needle aspiration with simultaneous core needle biopsy for thyroid nodules. 细针穿刺同时芯针活检对甲状腺结节的诊断率。
IF 1.7
Journal of Pathology and Translational Medicine Pub Date : 2025-05-01 Epub Date: 2025-04-16 DOI: 10.4132/jptm.2025.03.04
Mohammad Ali Hasannia, Ramin Pourghorban, Hoda Asefi, Amir Aria, Elham Nazar, Hojat Ebrahiminik, Alireza Mohamadian
{"title":"Diagnostic yield of fine needle aspiration with simultaneous core needle biopsy for thyroid nodules.","authors":"Mohammad Ali Hasannia, Ramin Pourghorban, Hoda Asefi, Amir Aria, Elham Nazar, Hojat Ebrahiminik, Alireza Mohamadian","doi":"10.4132/jptm.2025.03.04","DOIUrl":"10.4132/jptm.2025.03.04","url":null,"abstract":"<p><strong>Background: </strong>Fine needle aspiration (FNA) is a widely utilized technique for assessing thyroid nodules; however, its inherent non-diagnostic rate poses diagnostic challenges. The present study aimed to evaluate and compare the diagnostic efficacy of FNA, core needle biopsy (CNB), and their combined application in the assessment of thyroid nodules.</p><p><strong>Methods: </strong>A total of 56 nodules from 50 patients was analyzed using both FNA and simultaneous CNB. The ultrasound characteristics were categorized according to the American College of Radiology Thyroid Imaging Reporting and Data Systems classification system. The study compared the sensitivity, specificity, and accuracy of FNA, CNB, and the combination of the two techniques.</p><p><strong>Results: </strong>The concordance between FNA and CNB was notably high, with a kappa coefficient of 0.837. The sensitivity for detecting thyroid malignancy was found to be 25.0% for FNA, 66.7% for CNB, and 83.3% for the combined FNA/CNB approach, with corresponding specificities of 84.6%, 97.4%, and 97.4%. The accuracy of the FNA/CNB combination was the highest at 94.1%.</p><p><strong>Conclusions: </strong>The findings of this study indicate that both CNB and the FNA/CNB combination offer greater diagnostic accuracy for thyroid malignancy compared to FNA alone, with no significant complications reported. Integrating CNB with FNA findings may enhance management strategies and treatment outcomes for patients with thyroid nodules.</p>","PeriodicalId":46933,"journal":{"name":"Journal of Pathology and Translational Medicine","volume":"59 3","pages":"180-187"},"PeriodicalIF":1.7,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12138241/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144227189","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Histopathological characteristics of Epstein-Barr virus (EBV)-associated encephalitis and colitis in chronic active EBV infection. 慢性活动性EBV感染中eb病毒相关脑炎和结肠炎的组织病理学特征
IF 1.7
Journal of Pathology and Translational Medicine Pub Date : 2025-05-01 Epub Date: 2025-04-16 DOI: 10.4132/jptm.2025.02.21
Betty A Kasimo, James J Yahaya, Sun Och Yoon, Se Hoon Kim, Minsun Jung
{"title":"Histopathological characteristics of Epstein-Barr virus (EBV)-associated encephalitis and colitis in chronic active EBV infection.","authors":"Betty A Kasimo, James J Yahaya, Sun Och Yoon, Se Hoon Kim, Minsun Jung","doi":"10.4132/jptm.2025.02.21","DOIUrl":"10.4132/jptm.2025.02.21","url":null,"abstract":"<p><p>Chronic active Epstein-Barr virus (CAEBV) can induce complications in various organs, including the brain and gastrointestinal tract. A 3-year-old boy was referred to the hospital with a history of fever and seizures for 15 days. A diagnosis of encephalitis based on computed tomography (CT) and magnetic resonance imaging findings and clinical correlation was made. Laboratory tests showed positive serology for Epstein-Barr virus (EBV) and negative for Rotavirus antigen and IgG and IgM antibodies for cytomegalovirus, herpes simplex virus, and varicella zoster virus, respectively. Abdominal CT showed diffuse wall thickening with fluid distension of small bowel loops, lower abdomen wall thickening, and a small amount of ascites. The biopsy demonstrated positive Epstein-Barr encoding region in situ hybridization in cells within the crypts and lamina propria. The patient was managed with steroids and hematopoietic stem cell transplantation (HSCT). This case showed histopathological characteristics of concurrent EBV-associated encephalitis and colitis in CAEBV infection. The three-step strategy of immunosuppressive therapy, chemotherapy, and allogeneic HSCT should be always be considered for prevention of disease progression.</p>","PeriodicalId":46933,"journal":{"name":"Journal of Pathology and Translational Medicine","volume":"59 3","pages":"188-194"},"PeriodicalIF":1.7,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12138242/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144227191","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Lessons learned from the first 2 years of experience with thyroid core needle biopsy at an Indonesian national referral hospital. 印度尼西亚一家国家转诊医院头两年甲状腺核心针活检经验的教训。
IF 1.7
Journal of Pathology and Translational Medicine Pub Date : 2025-05-01 Epub Date: 2025-04-25 DOI: 10.4132/jptm.2025.02.19
Agnes Stephanie Harahap, Maria Francisca Ham, Retno Asti Werdhani, Erwin Danil Julian, Rafi Ilmansyah, Chloe Indira Arfelita Mangunkusumso, Tri Juli Edi Tarigan
{"title":"Lessons learned from the first 2 years of experience with thyroid core needle biopsy at an Indonesian national referral hospital.","authors":"Agnes Stephanie Harahap, Maria Francisca Ham, Retno Asti Werdhani, Erwin Danil Julian, Rafi Ilmansyah, Chloe Indira Arfelita Mangunkusumso, Tri Juli Edi Tarigan","doi":"10.4132/jptm.2025.02.19","DOIUrl":"10.4132/jptm.2025.02.19","url":null,"abstract":"<p><strong>Background: </strong>Core needle biopsy (CNB) improves diagnostic accuracy by providing precise tissue sampling for histopathological evaluation, overcoming the limitation of inconclusive fine-needle aspiration results. This study evaluated the diagnostic performance of CNB in assessing thyroid nodules, with additional analysis of the benefits of BRAF V600E and RAS Q61R immunohistochemical (IHC) markers.</p><p><strong>Methods: </strong>This retrospective study enrolled patients with thyroid nodules who underwent CNB at Dr. Cipto Mangunkusumo Hospital, Jakarta, from July 2022 to July 2024. CNB diagnoses were classified using the Korean Thyroid Association Criteria. Diagnostic efficacy was evaluated for neoplastic and malignant lesions, both independently and with BRAF V600E and RAS Q61R IHC. The correlation between nodule size and postoperative diagnosis was also analyzed.</p><p><strong>Results: </strong>A total of 338 thyroid nodule samples was included, and 52.7% were classified as CNB category II. In the 104 samples with postoperative diagnoses, category IV was the most prevalent (39.4%). CNB demonstrated a sensitivity of 74% and a specificity of 100% for neoplastic lesions and 23.8% sensitivity and 100% specificity for malignant lesions. Combining CNB with BRAF V600E and RAS Q1R IHC increased the sensitivity to 77% for neoplastic lesions and 28.8% for malignant lesions. Larger nodules (>3 cm) were significantly associated with neoplastic (p = .005) and malignant lesions (p = .004).</p><p><strong>Conclusions: </strong>CNB performs well in identifying neoplastic lesions, with or without BRAF V600E and RAS Q61R IHC, but its low sensitivity for malignant lesions warrants caution. While CNB categories V-VI indicate malignancy, the possibility of malignancy in categories I-IV should not be overlooked.</p>","PeriodicalId":46933,"journal":{"name":"Journal of Pathology and Translational Medicine","volume":"59 3","pages":"149-160"},"PeriodicalIF":1.7,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12138239/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144227206","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cytological features of atypical adenomatous hyperplasia and adenocarcinoma in situ of the lung: a case report. 肺非典型腺瘤性增生和原位腺癌的细胞学特征:1例报告。
IF 1.7
Journal of Pathology and Translational Medicine Pub Date : 2025-05-01 Epub Date: 2025-05-09 DOI: 10.4132/jptm.2025.04.09
Misa Takahashi, Seiya Homma, Chisato Setoguchi, Yoko Umezawa, Atsuhiko Sakamoto
{"title":"Cytological features of atypical adenomatous hyperplasia and adenocarcinoma in situ of the lung: a case report.","authors":"Misa Takahashi, Seiya Homma, Chisato Setoguchi, Yoko Umezawa, Atsuhiko Sakamoto","doi":"10.4132/jptm.2025.04.09","DOIUrl":"10.4132/jptm.2025.04.09","url":null,"abstract":"<p><p>Atypical adenomatous hyperplasia (AAH) and adenocarcinoma in situ (AIS) are generally treated as different lesions, depending on the differences in lesion size and histological findings. However, these differences are not absolute; thus, AAH and AIS are often difficult to distinguish. Moreover, whether AAH and AIS can be regarded as different lesions remains unknown because cytological specimens, especially those of AAH, are rare. In this study, we examined these uncommon cytological specimens and compared the cytological findings between AAH and AIS. We observed many common cytological features with no obvious differences between AAH and AIS. These findings suggest that these two distinct lesions can be grouped into a single category. Therefore, we propose creating a new cytological category.</p>","PeriodicalId":46933,"journal":{"name":"Journal of Pathology and Translational Medicine","volume":" ","pages":"195-200"},"PeriodicalIF":1.7,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12138243/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144034814","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Primary Merkel cell carcinoma of the salivary gland: a clinicopathologic study of four cases with a review of literature. 原发性唾液腺默克尔细胞癌:四例临床病理研究并文献复习。
IF 1.7
Journal of Pathology and Translational Medicine Pub Date : 2025-05-01 Epub Date: 2025-04-30 DOI: 10.4132/jptm.2025.03.25
Gyuheon Choi, Joon Seon Song, Hee Jin Lee, Gi Hwan Kim, Young Ho Jung, Yoon Se Lee, Kyung-Ja Cho
{"title":"Primary Merkel cell carcinoma of the salivary gland: a clinicopathologic study of four cases with a review of literature.","authors":"Gyuheon Choi, Joon Seon Song, Hee Jin Lee, Gi Hwan Kim, Young Ho Jung, Yoon Se Lee, Kyung-Ja Cho","doi":"10.4132/jptm.2025.03.25","DOIUrl":"10.4132/jptm.2025.03.25","url":null,"abstract":"<p><strong>Background: </strong>Primary Merkel cell carcinoma of the salivary gland is currently not listed in the World Health Organization classification. However, cases of Merkel cell type neuroendocrine carcinomas of the salivary gland with perinuclear cytokeratin 20 positivity have been intermittently reported. We here investigated the clinicopathologic features of additional cases.</p><p><strong>Methods: </strong>Data of four cases of Merkel cell type small cell neuroendocrine carcinoma of the salivary gland were retrieved. To confirm the tumors' primary nature, clinical records and pathologic materials were reviewed. Optimal immunohistochemical staining was performed to support the diagnosis.</p><p><strong>Results: </strong>All tumors were located in the parotid gland. Possibilities of metastasis were excluded in all cases through a meticulous clinicopathological review. Tumor histology was consistent with the diagnosis of small cell neuroendocrine carcinoma. Tumors' immunohistochemical phenotypes were consistent with Merkel cell carcinoma, including Merkel cell polyomavirus large T antigen positivity in two of the four cases.</p><p><strong>Conclusions: </strong>Merkel cell carcinomas can originate in salivary glands and are partly associated with Merkel cell polyomavirus infection as in cutaneous Merkel cell carcinomas.</p>","PeriodicalId":46933,"journal":{"name":"Journal of Pathology and Translational Medicine","volume":" ","pages":"171-179"},"PeriodicalIF":1.7,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12138247/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144042020","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Erratum: Diagnostic challenges in the assessment of thyroid neoplasms using nuclear features and vascular and capsular invasion: a multi-center interobserver agreement study. 勘误:使用核特征和血管及囊膜侵犯评估甲状腺肿瘤的诊断挑战:一项多中心观察者间一致研究。
IF 1.7
Journal of Pathology and Translational Medicine Pub Date : 2025-05-01 Epub Date: 2025-03-31 DOI: 10.4132/jptm.2024.07.25.r
Agnes Stephanie Harahap, Mutiah Mutmainnah, Maria Francisca Ham, Dina Khoirunnisa, Abdillah Hasbi Assadyk, Husni Cangara, Aswiyanti Asri, Diah Prabawati Retnani, Fairuz Quzwain, Hasrayati Agustina, Hermawan Istiadi, Indri Windarti, Krisna Murti, Muhammad Takbir, Ni Made Mahastuti, Nila Kurniasari, Nungki Anggorowati, Pamela Abineno, Yulita Pundewi Setyorini, Kennichi Kakudo
{"title":"Erratum: Diagnostic challenges in the assessment of thyroid neoplasms using nuclear features and vascular and capsular invasion: a multi-center interobserver agreement study.","authors":"Agnes Stephanie Harahap, Mutiah Mutmainnah, Maria Francisca Ham, Dina Khoirunnisa, Abdillah Hasbi Assadyk, Husni Cangara, Aswiyanti Asri, Diah Prabawati Retnani, Fairuz Quzwain, Hasrayati Agustina, Hermawan Istiadi, Indri Windarti, Krisna Murti, Muhammad Takbir, Ni Made Mahastuti, Nila Kurniasari, Nungki Anggorowati, Pamela Abineno, Yulita Pundewi Setyorini, Kennichi Kakudo","doi":"10.4132/jptm.2024.07.25.r","DOIUrl":"10.4132/jptm.2024.07.25.r","url":null,"abstract":"","PeriodicalId":46933,"journal":{"name":"Journal of Pathology and Translational Medicine","volume":"59 3","pages":"201"},"PeriodicalIF":1.7,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12142588/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144227190","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Categorizing high-grade serous ovarian carcinoma into clinically relevant subgroups using deep learning-based histomic clusters. 使用基于深度学习的组织簇将高级别浆液性卵巢癌分类为临床相关亚组。
IF 1.7
Journal of Pathology and Translational Medicine Pub Date : 2025-03-01 Epub Date: 2025-02-18 DOI: 10.4132/jptm.2024.10.23
Byungsoo Ahn, Eunhyang Park
{"title":"Categorizing high-grade serous ovarian carcinoma into clinically relevant subgroups using deep learning-based histomic clusters.","authors":"Byungsoo Ahn, Eunhyang Park","doi":"10.4132/jptm.2024.10.23","DOIUrl":"10.4132/jptm.2024.10.23","url":null,"abstract":"<p><strong>Background: </strong>High-grade serous ovarian carcinoma (HGSC) exhibits significant heterogeneity, posing challenges for effective clinical categorization. Understanding the histomorphological diversity within HGSC could lead to improved prognostic stratification and personalized treatment approaches.</p><p><strong>Methods: </strong>We applied the Histomic Atlases of Variation Of Cancers model to whole slide images from The Cancer Genome Atlas dataset for ovarian cancer. Histologically distinct tumor clones were grouped into common histomic clusters. Principal component analysis and K-means clustering classified HGSC samples into three groups: highly differentiated (HD), intermediately differentiated (ID), and lowly differentiated (LD).</p><p><strong>Results: </strong>HD tumors showed diverse patterns, lower densities, and stronger eosin staining. ID tumors had intermediate densities and balanced staining, while LD tumors were dense, patternless, and strongly hematoxylin-stained. RNA sequencing revealed distinct patterns in mitochondrial oxidative phosphorylation and energy metabolism, with upregulation in the HD, downregulation in the LD, and the ID positioned in between. Survival analysis showed significantly lower overall survival for the LD compared to the HD and ID, underscoring the critical role of mitochondrial dynamics and energy metabolism in HGSC progression.</p><p><strong>Conclusions: </strong>Deep learning-based histologic analysis effectively stratifies HGSC into clinically relevant prognostic groups, highlighting the role of mitochondrial dynamics and energy metabolism in disease progression. This method offers a novel approach to HGSC categorization.</p>","PeriodicalId":46933,"journal":{"name":"Journal of Pathology and Translational Medicine","volume":" ","pages":"91-104"},"PeriodicalIF":1.7,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12010873/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143442304","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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