Archives of pathology & laboratory medicine最新文献

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Graph Convolutional Neural Networks for Histologic Classification of Pancreatic Cancer. 图形卷积神经网络在癌症组织学分类中的应用。
IF 4.6 3区 医学
Archives of pathology & laboratory medicine Pub Date : 2023-11-01 DOI: 10.5858/arpa.2022-0035-OA
Weiyi Wu, Xiaoying Liu, Robert B Hamilton, Arief A Suriawinata, Saeed Hassanpour
{"title":"Graph Convolutional Neural Networks for Histologic Classification of Pancreatic Cancer.","authors":"Weiyi Wu, Xiaoying Liu, Robert B Hamilton, Arief A Suriawinata, Saeed Hassanpour","doi":"10.5858/arpa.2022-0035-OA","DOIUrl":"10.5858/arpa.2022-0035-OA","url":null,"abstract":"<p><strong>Context.—: </strong>Pancreatic ductal adenocarcinoma has some of the worst prognostic outcomes among various cancer types. Detection of histologic patterns of pancreatic tumors is essential to predict prognosis and decide the treatment for patients. This histologic classification can have a large degree of variability even among expert pathologists.</p><p><strong>Objective.—: </strong>To detect aggressive adenocarcinoma and less aggressive pancreatic tumors from nonneoplasm cases using a graph convolutional network-based deep learning model.</p><p><strong>Design.—: </strong>Our model uses a convolutional neural network to extract detailed information from every small region in a whole slide image. Then, we use a graph architecture to aggregate the extracted features from these regions and their positional information to capture the whole slide-level structure and make the final prediction.</p><p><strong>Results.—: </strong>We evaluated our model on an independent test set and achieved an F1 score of 0.85 for detecting neoplastic cells and ductal adenocarcinoma, significantly outperforming other baseline methods.</p><p><strong>Conclusions.—: </strong>If validated in prospective studies, this approach has a great potential to assist pathologists in identifying adenocarcinoma and other types of pancreatic tumors in clinical settings.</p>","PeriodicalId":8305,"journal":{"name":"Archives of pathology & laboratory medicine","volume":null,"pages":null},"PeriodicalIF":4.6,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10356903/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10217391","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Nondestructive 3D Pathology Image Atlas of Barrett Esophagus With Open-Top Light-Sheet Microscopy. 采用开顶光片显微镜的Barrett食管无损三维病理学图像图谱。
IF 4.6 3区 医学
Archives of pathology & laboratory medicine Pub Date : 2023-10-01 DOI: 10.5858/arpa.2022-0133-OA
Deepti M Reddi, Lindsey A Barner, Wynn Burke, Gan Gao, William M Grady, Jonathan T C Liu
{"title":"Nondestructive 3D Pathology Image Atlas of Barrett Esophagus With Open-Top Light-Sheet Microscopy.","authors":"Deepti M Reddi,&nbsp;Lindsey A Barner,&nbsp;Wynn Burke,&nbsp;Gan Gao,&nbsp;William M Grady,&nbsp;Jonathan T C Liu","doi":"10.5858/arpa.2022-0133-OA","DOIUrl":"10.5858/arpa.2022-0133-OA","url":null,"abstract":"<p><strong>Context.—: </strong>Anatomic pathologists render diagnosis on tissue samples sectioned onto glass slides and viewed under a bright-field microscope. This approach is destructive to the sample, which can limit its use for ancillary assays that can inform patient management. Furthermore, the subjective interpretation of a relatively small number of 2D tissue sections per sample contributes to low interobserver agreement among pathologists for the assessment (diagnosis and grading) of various lesions.</p><p><strong>Objective.—: </strong>To evaluate 3D pathology data sets of thick formalin-fixed Barrett esophagus specimens imaged nondestructively with open-top light-sheet (OTLS) microscopy.</p><p><strong>Design.—: </strong>Formalin-fixed, paraffin-embedded Barrett esophagus samples (N = 15) were deparaffinized, stained with a fluorescent analog of hematoxylin-eosin, optically cleared, and imaged nondestructively with OTLS microscopy. The OTLS microscopy images were subsequently compared with archived hematoxylin-eosin histology sections from each sample.</p><p><strong>Results.—: </strong>Barrett esophagus samples, both small endoscopic forceps biopsies and endoscopic mucosal resections, exhibited similar resolvable structures between OTLS microscopy and conventional light microscopy with up to a ×20 objective (×200 overall magnification). The 3D histologic images generated by OTLS microscopy can enable improved discrimination of cribriform and well-formed gland morphologies. In addition, a much larger amount of tissue is visualized with OTLS microscopy, which enables improved assessment of clinical specimens exhibiting high spatial heterogeneity.</p><p><strong>Conclusions.—: </strong>In esophageal specimens, OTLS microscopy can generate images comparable in quality to conventional light microscopy, with the advantages of providing 3D information for enhanced evaluation of glandular morphologies and enabling much more of the tissue specimen to be visualized nondestructively.</p>","PeriodicalId":8305,"journal":{"name":"Archives of pathology & laboratory medicine","volume":null,"pages":null},"PeriodicalIF":4.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10533193","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Paratesticular Extramedullary Hematopoiesis in Children. 儿童睾丸旁髓质外造血。
IF 4.6 3区 医学
Archives of pathology & laboratory medicine Pub Date : 2023-10-01 DOI: 10.5858/arpa.2022-0135-OA
Elisabetta Kuhn, Letterio Runza, Antonio Di Cesare, Umberto Gianelli
{"title":"Paratesticular Extramedullary Hematopoiesis in Children.","authors":"Elisabetta Kuhn,&nbsp;Letterio Runza,&nbsp;Antonio Di Cesare,&nbsp;Umberto Gianelli","doi":"10.5858/arpa.2022-0135-OA","DOIUrl":"10.5858/arpa.2022-0135-OA","url":null,"abstract":"<p><strong>Context.—: </strong>Extramedullary hematopoiesis (EMH) is an uncommon occurrence, usually associated with hematologic disorders, but it rarely presents as an isolated finding.</p><p><strong>Objective.—: </strong>To determine the frequency, immunomorphologic features, and clinicopathologic background of EMH in orchiectomies from pediatric patients.</p><p><strong>Design.—: </strong>All orchiectomy specimens removed from children from 2008 to 2020 in our institution were retrospectively reviewed. Biopsies and neoplasias were excluded. The EMH diagnosis was rendered when hematopoietic cell precursors were present. Immunohistochemical stainings were performed to characterize the hematopoietic components.</p><p><strong>Results.—: </strong>Seventy-nine orchiectomies from 77 children (mean age, 5 years; range, 0-17 years) were included in our study. Forty-three patients (55.8%) underwent surgery for testicular atrophy, 30 (39.0%) for torsion, and 4 (5.2%) for intersex conditions. EMH was identified in 6 of 79 orchiectomies (7.6%), all performed for testicular torsion. All patients but one were newborns, and the remaining patient was 15 years old. No patient had evidence of a hematologic disorder. All EMH foci were in a background of reactive changes with a variable extension, either in the epididymis (4 cases) or in the deferens duct (2 cases). Immunostaining confirmed an association of myeloid (myeloperoxidase+) and erythroid precursors (E-cadherin+) in all 6 cases. One case also presented rare megakaryocytes, and one showed benign TdT+ B-cell precursors.</p><p><strong>Conclusions.—: </strong>To our knowledge, this is the first study that demonstrates EMH as a common finding in orchiectomy samples, especially from newborns. Despite the lack of pathologic potential, it is important to recognize EMH in order to avoid misdiagnosis.</p>","PeriodicalId":8305,"journal":{"name":"Archives of pathology & laboratory medicine","volume":null,"pages":null},"PeriodicalIF":4.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10533194","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Risk Estimation of Severe COVID-19 Based on Initial Biomarker Assessment Across Racial and Ethnic Groups. 基于种族和民族群体的初始生物标志物评估的严重新冠肺炎风险评估。
IF 4.6 3区 医学
Archives of pathology & laboratory medicine Pub Date : 2023-10-01 DOI: 10.5858/arpa.2023-0039-SA
Martin H Kroll, Caixia Bi, Ann E Salm, James Szymanski, D Yitzchak Goldstein, Lucia R Wolgast, Gregory Rosenblatt, Amy S Fox, Hema Kapoor
{"title":"Risk Estimation of Severe COVID-19 Based on Initial Biomarker Assessment Across Racial and Ethnic Groups.","authors":"Martin H Kroll,&nbsp;Caixia Bi,&nbsp;Ann E Salm,&nbsp;James Szymanski,&nbsp;D Yitzchak Goldstein,&nbsp;Lucia R Wolgast,&nbsp;Gregory Rosenblatt,&nbsp;Amy S Fox,&nbsp;Hema Kapoor","doi":"10.5858/arpa.2023-0039-SA","DOIUrl":"10.5858/arpa.2023-0039-SA","url":null,"abstract":"<p><strong>Context.—: </strong>Disease courses in COVID-19 patients vary widely. Prediction of disease severity on initial diagnosis would aid appropriate therapy, but few studies include data from initial diagnosis.</p><p><strong>Objective.—: </strong>To develop predictive models of COVID-19 severity based on demographic, clinical, and laboratory data collected at initial patient contact after diagnosis of COVID-19.</p><p><strong>Design.—: </strong>We studied demographic data and clinical laboratory biomarkers at time of diagnosis, using backward logistic regression modeling to determine severe and mild outcomes. We used deidentified data from 14 147 patients who were diagnosed with COVID-19 by polymerase chain reaction SARS-CoV-2 testing at Montefiore Health System, from March 2020 to September 2021. We generated models predicting severe disease (death or more than 90 hospital days) versus mild disease (alive and fewer than 2 hospital days), starting with 58 variables, by backward stepwise logistic regression.</p><p><strong>Results.—: </strong>Of the 14 147 patients, including Whites, Blacks, and Hispanics, 2546 (18%) patients had severe outcomes and 3395 (24%) had mild outcomes. The final number of patients per model varied from 445 to 755 because not all patients had all available variables. Four models (inclusive, receiver operating characteristic, specific, and sensitive) were identified as proficient in predicting patient outcomes. The parameters that remained in all models were age, albumin, diastolic blood pressure, ferritin, lactic dehydrogenase, socioeconomic status, procalcitonin, B-type natriuretic peptide, and platelet count.</p><p><strong>Conclusions.—: </strong>These findings suggest that the biomarkers found within the specific and sensitive models would be most useful to health care providers on their initial severity evaluation of COVID-19.</p>","PeriodicalId":8305,"journal":{"name":"Archives of pathology & laboratory medicine","volume":null,"pages":null},"PeriodicalIF":4.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9667838","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Video-Based Education Improves Sampling (Grossing) Confidence in Pathology Trainees. 基于视频的教育提高了病理学实习生的抽样(Grossing)信心。
IF 4.6 3区 医学
Archives of pathology & laboratory medicine Pub Date : 2023-10-01 DOI: 10.5858/arpa.2022-0153-OA
Yevgen Chornenkyy, Ian A Gelarden, Christopher Felicelli, Luis Zabala Blanco, Kruti P Maniar, Jorge Eduardo Novo
{"title":"Video-Based Education Improves Sampling (Grossing) Confidence in Pathology Trainees.","authors":"Yevgen Chornenkyy,&nbsp;Ian A Gelarden,&nbsp;Christopher Felicelli,&nbsp;Luis Zabala Blanco,&nbsp;Kruti P Maniar,&nbsp;Jorge Eduardo Novo","doi":"10.5858/arpa.2022-0153-OA","DOIUrl":"10.5858/arpa.2022-0153-OA","url":null,"abstract":"<p><strong>Context.—: </strong>Pathology resident education has a steep learning curve. Specimen sampling (grossing) is a procedural task, and procedural fields add video materials to their curricula to familiarize trainees with procedure(s), reduce errors, and improve patient care. Our team applied this strategy to develop original in-house sampling videos for our program.</p><p><strong>Objectives.—: </strong>To evaluate the effect of in-house sampling videos on resident sampling confidence.</p><p><strong>Design.—: </strong>Sampling videos covering all major organ systems (AMOS) were created for our postgraduate year 1 (PGY1) trainees. Videos were hosted on a Northwestern cloud server for on-demand access. Trainees completed 3 surveys (0, 6, 12 months) evaluating sampling confidence comparing those who used in-house videos as an educational supplement with those who did not use the videos.</p><p><strong>Results.—: </strong>Sampling confidence significantly improved at 6 and 12 months (P < .001) across AMOS and PGY levels. When compared with those who did not use in-house sampling videos, trainees who supplemented their education with in-house sampling videos had significantly higher confidence ratings across AMOS and PGY levels at the start of the study (P < .001) and at 6 months (P = .004). Sampling confidence significantly improved for PGY1 trainees at 6 and 12 months (P < .001); for PGY2 and PGY3 trainees, confidence significantly improved at 6 months (P < .001). When evaluated by organ-specific analyses, sampling and teaching confidence improved across all organ systems and, except for the gastrointestinal system, reached significance at 12 months for all PGY levels.</p><p><strong>Conclusions.—: </strong>Sampling videos, when used as a supplement to the existing curriculum, significantly improved trainee confidence.</p>","PeriodicalId":8305,"journal":{"name":"Archives of pathology & laboratory medicine","volume":null,"pages":null},"PeriodicalIF":4.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10375000","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association of Minimal Residual Disease by a Single-Tube 8-Color Flow Cytometric Analysis With Clinical Outcome in Adult B-Cell Acute Lymphoblastic Leukemia: A Real-World Study Based on 486 Patients. 单管8色流式细胞术分析的最小残留疾病与成人B细胞急性淋巴细胞白血病临床结果的相关性:一项基于486名患者的真实世界研究。
IF 4.6 3区 医学
Archives of pathology & laboratory medicine Pub Date : 2023-10-01 DOI: 10.5858/arpa.2022-0172-OA
Hongyan Liao, Nenggang Jiang, Ying Yang, Xin Zhang, Jiao Chen, Hongli Lai, Qin Zheng
{"title":"Association of Minimal Residual Disease by a Single-Tube 8-Color Flow Cytometric Analysis With Clinical Outcome in Adult B-Cell Acute Lymphoblastic Leukemia: A Real-World Study Based on 486 Patients.","authors":"Hongyan Liao,&nbsp;Nenggang Jiang,&nbsp;Ying Yang,&nbsp;Xin Zhang,&nbsp;Jiao Chen,&nbsp;Hongli Lai,&nbsp;Qin Zheng","doi":"10.5858/arpa.2022-0172-OA","DOIUrl":"10.5858/arpa.2022-0172-OA","url":null,"abstract":"<p><strong>Context.—: </strong>Minimal/measurable residual disease (MRD) measured by molecular and multiparametric flow cytometry (MFC) has been proven to be predictive of relapse and survival in patients with B-cell acute lymphoblastic leukemia (B-ALL). A universally applicable antibody panel at a low cost but without compromising sensitivity and power of prognosis prediction in adult B-ALL remains unestablished.</p><p><strong>Objective.—: </strong>To report our experience of using a single-tube 8-color MFC panel to measure the MRD status as a prognostic indicator in adult B-ALL patients.</p><p><strong>Design.—: </strong>We retrospectively analyzed the characteristics, MRD status, and prognosis of adult B-ALL based on a large real-world cohort of 486 patients during a 10-year period.</p><p><strong>Results.—: </strong>MRD assessed by MFC and polymerase chain reaction (PCR) assays for BCR-ABL+ patients showed concordant results in 74.2% of cases. MRD- status by our MFC panel could clearly predict a favorable relapse-free survival (RFS) and overall survival (OS) both at the end of induction and at the end of 1 consolidation course. Patients with continuous MRD- and with at least 1 MRD- result showed a favorable RFS and OS compared with those with at least 1 MRD+ result and continuous MRD+, respectively.</p><p><strong>Conclusions.—: </strong>The single-tube 8-color MFC panel demonstrated a low cost, decent sensitivity, and comparability with polymerase chain reaction-MRD but an excellent performance in predicting RFS and OS, and thus could potentially be taken as a routine indicator in the evaluation of the treatment response for adult patients with B-ALL.</p>","PeriodicalId":8305,"journal":{"name":"Archives of pathology & laboratory medicine","volume":null,"pages":null},"PeriodicalIF":4.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10319677","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Current Laboratory Testing Practices for Assessment of ERBB2/HER2 in Endometrial Serous Carcinoma and Colorectal Carcinoma. 评估子宫内膜浆液性癌和大肠癌中ERBB2/HER2的当前实验室测试实践。
IF 4.6 3区 医学
Archives of pathology & laboratory medicine Pub Date : 2023-10-01 DOI: 10.5858/arpa.2022-0229-CP
Ian S Hagemann, Julia A Bridge, Laura J Tafe, Meera R Hameed, Joel T Moncur, Andrew M Bellizzi, Michelle Dolan, Patricia Vasalos, Megan E Kane, Rhona J Souers, Anna Yemelyanova
{"title":"Current Laboratory Testing Practices for Assessment of ERBB2/HER2 in Endometrial Serous Carcinoma and Colorectal Carcinoma.","authors":"Ian S Hagemann, Julia A Bridge, Laura J Tafe, Meera R Hameed, Joel T Moncur, Andrew M Bellizzi, Michelle Dolan, Patricia Vasalos, Megan E Kane, Rhona J Souers, Anna Yemelyanova","doi":"10.5858/arpa.2022-0229-CP","DOIUrl":"10.5858/arpa.2022-0229-CP","url":null,"abstract":"<p><strong>Context.—: </strong>Therapy targeted at human epidermal growth factor receptor 2 (HER2; also known as ERBB2) was used initially for breast and gastroesophageal carcinoma and has more recently been adopted for endometrial serous carcinoma (ESC) and colorectal carcinoma (CRC). There is evidence that predictive biomarker testing algorithms for HER2 must be tumor type specific and that an algorithm validated for one tumor type cannot be applied to another.</p><p><strong>Objective.—: </strong>To describe current laboratory practices for HER2 assessment in ESC and CRC.</p><p><strong>Design.—: </strong>We surveyed laboratories participating in the 2021 College of American Pathologists (CAP) HER2 immunohistochemistry proficiency testing program.</p><p><strong>Results.—: </strong>The survey was distributed to 1548 laboratories and returned by 1195, of which 83.5% (998) were in the United States. For ESC, 24.0% (287) of laboratories reported performing in-house testing for HER2 by immunohistochemical staining and/or in situ hybridization; of these, 44.3% (127) performed it reflexively on all cases of ESC. The most common criterion for evaluating HER2 was the American Society of Clinical Oncology/CAP 2018 guideline for breast carcinoma (69.0%; 194 of 281), whereas only 16.0% (45) of laboratories used guidelines specific to ESC. For CRC, 20.2% (239 of 1185) of laboratories performed in-house HER2 testing, and 82.0% of these (196) did the test only at the clinician's request. A plurality (49.4%; 115 of 233) used gastroesophageal cancer guidelines when scoring CRC, 30.0% (70) used the CRC scoring system from the HERACLES trial, and 16.3% (38) used the American Society of Clinical Oncology/CAP 2018 guideline for breast carcinoma.</p><p><strong>Conclusions.—: </strong>Laboratories vary in their approach to HER2 testing in ESC and CRC. Most laboratories did not report using tumor type-specific recommendations for HER2 interpretation. The lack of standardization could present a challenge to evidence-based practice when considering targeted therapy for these diseases.</p>","PeriodicalId":8305,"journal":{"name":"Archives of pathology & laboratory medicine","volume":null,"pages":null},"PeriodicalIF":4.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11062402/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10384787","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clinical Validation of Artificial Intelligence-Augmented Pathology Diagnosis Demonstrates Significant Gains in Diagnostic Accuracy in Prostate Cancer Detection. 人工智能的临床验证增强病理学诊断在前列腺癌症检测中显示出显著的诊断准确性提高。
IF 4.6 3区 医学
Archives of pathology & laboratory medicine Pub Date : 2023-10-01 DOI: 10.5858/arpa.2022-0066-OA
Patricia Raciti, Jillian Sue, Juan A Retamero, Rodrigo Ceballos, Ran Godrich, Jeremy D Kunz, Adam Casson, Dilip Thiagarajan, Zahra Ebrahimzadeh, Julian Viret, Donghun Lee, Peter J Schüffler, George DeMuth, Emre Gulturk, Christopher Kanan, Brandon Rothrock, Jorge Reis-Filho, David S Klimstra, Victor Reuter, Thomas J Fuchs
{"title":"Clinical Validation of Artificial Intelligence-Augmented Pathology Diagnosis Demonstrates Significant Gains in Diagnostic Accuracy in Prostate Cancer Detection.","authors":"Patricia Raciti,&nbsp;Jillian Sue,&nbsp;Juan A Retamero,&nbsp;Rodrigo Ceballos,&nbsp;Ran Godrich,&nbsp;Jeremy D Kunz,&nbsp;Adam Casson,&nbsp;Dilip Thiagarajan,&nbsp;Zahra Ebrahimzadeh,&nbsp;Julian Viret,&nbsp;Donghun Lee,&nbsp;Peter J Schüffler,&nbsp;George DeMuth,&nbsp;Emre Gulturk,&nbsp;Christopher Kanan,&nbsp;Brandon Rothrock,&nbsp;Jorge Reis-Filho,&nbsp;David S Klimstra,&nbsp;Victor Reuter,&nbsp;Thomas J Fuchs","doi":"10.5858/arpa.2022-0066-OA","DOIUrl":"10.5858/arpa.2022-0066-OA","url":null,"abstract":"<p><strong>Context.—: </strong>Prostate cancer diagnosis rests on accurate assessment of tissue by a pathologist. The application of artificial intelligence (AI) to digitized whole slide images (WSIs) can aid pathologists in cancer diagnosis, but robust, diverse evidence in a simulated clinical setting is lacking.</p><p><strong>Objective.—: </strong>To compare the diagnostic accuracy of pathologists reading WSIs of prostatic biopsy specimens with and without AI assistance.</p><p><strong>Design.—: </strong>Eighteen pathologists, 2 of whom were genitourinary subspecialists, evaluated 610 prostate needle core biopsy WSIs prepared at 218 institutions, with the option for deferral. Two evaluations were performed sequentially for each WSI: initially without assistance, and immediately thereafter aided by Paige Prostate (PaPr), a deep learning-based system that provides a WSI-level binary classification of suspicious for cancer or benign and pinpoints the location that has the greatest probability of harboring cancer on suspicious WSIs. Pathologists' changes in sensitivity and specificity between the assisted and unassisted modalities were assessed, together with the impact of PaPr output on the assisted reads.</p><p><strong>Results.—: </strong>Using PaPr, pathologists improved their sensitivity and specificity across all histologic grades and tumor sizes. Accuracy gains on both benign and cancerous WSIs could be attributed to PaPr, which correctly classified 100% of the WSIs showing corrected diagnoses in the PaPr-assisted phase.</p><p><strong>Conclusions.—: </strong>This study demonstrates the effectiveness and safety of an AI tool for pathologists in simulated diagnostic practice, bridging the gap between computational pathology research and its clinical application, and resulted in the first US Food and Drug Administration authorization of an AI system in pathology.</p>","PeriodicalId":8305,"journal":{"name":"Archives of pathology & laboratory medicine","volume":null,"pages":null},"PeriodicalIF":4.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10384786","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 11
Recent Advances in the Classification of Gynecological Tract Tumors: Updates From the 5th Edition of the World Health Organization "Blue Book". 妇科肿瘤分类的最新进展:世界卫生组织“蓝皮书”第5版的更新。
IF 4.6 3区 医学
Archives of pathology & laboratory medicine Pub Date : 2023-10-01 DOI: 10.5858/arpa.2022-0166-RA
Vinita Parkash, Omonigho Aisagbonhi, Nicole Riddle, Alexa Siddon, Gauri Panse, Oluwole Fadare
{"title":"Recent Advances in the Classification of Gynecological Tract Tumors: Updates From the 5th Edition of the World Health Organization \"Blue Book\".","authors":"Vinita Parkash,&nbsp;Omonigho Aisagbonhi,&nbsp;Nicole Riddle,&nbsp;Alexa Siddon,&nbsp;Gauri Panse,&nbsp;Oluwole Fadare","doi":"10.5858/arpa.2022-0166-RA","DOIUrl":"10.5858/arpa.2022-0166-RA","url":null,"abstract":"<p><strong>Context.—: </strong>The World Health Organization Classification of Tumours: Female Genital Tract Tumors, 5th edition, published in September 2020, comes 6 years after the 4th edition, and reflects the monumental leaps made in knowledge about the biology of gynecological tumors. Major changes include revised criteria for the assignment of the site of origin of ovarian and fallopian tube tumors, a revision in the classification of squamous and glandular lesions of the lower genital tract based on human papillomavirus association, and an entire chapter devoted to genetic tumor syndromes. This article highlights the changes in the 5th edition relative to the 4th edition, with a focus on areas of value to routine clinical practice.</p><p><strong>Objective.—: </strong>To provide a comprehensive update on the World Health Organization classification of gynecological tumors, highlighting in particular updated diagnostic criteria and terminology.</p><p><strong>Data sources.—: </strong>The 4th and 5th editions of the World Health Organization Classification of Tumours.</p><p><strong>Conclusions.—: </strong>The World Health Organization has made several changes in the 5th edition of the update on female genital tumors. Awareness of the changes is needed for pathologists' translation into contemporary practice.</p>","PeriodicalId":8305,"journal":{"name":"Archives of pathology & laboratory medicine","volume":null,"pages":null},"PeriodicalIF":4.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10533196","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pathology Data-Based Risk Group Stratification Is Equivalent to That Obtained by Oncotype DX Testing in Prostatic Adenocarcinoma. 基于病理学数据的危险组分层与前列腺癌DX型检测结果相当。
IF 4.6 3区 医学
Archives of pathology & laboratory medicine Pub Date : 2023-10-01 DOI: 10.5858/arpa.2022-0225-OA
Pranav S Renavikar, Chad A LaGrange, Subodh M Lele
{"title":"Pathology Data-Based Risk Group Stratification Is Equivalent to That Obtained by Oncotype DX Testing in Prostatic Adenocarcinoma.","authors":"Pranav S Renavikar,&nbsp;Chad A LaGrange,&nbsp;Subodh M Lele","doi":"10.5858/arpa.2022-0225-OA","DOIUrl":"10.5858/arpa.2022-0225-OA","url":null,"abstract":"<p><strong>Context.—: </strong>Low-risk (Gleason score 3 + 3 = 6) and intermediate-risk (Gleason score 3 + 4 = 7) prostate carcinoma cases diagnosed on needle biopsies are frequently referred for gene expression studies such as Oncotype DX to help validate the risk. Risk assessment helps in determining prognosis and therapeutic decision making.</p><p><strong>Objective.—: </strong>To determine if addition of molecular testing is necessary, by evaluating its correlation with risk stratification provided by pathology report (Gleason score, Grade Group, proportion of positive cores) and serum prostate-specific antigen (PSA) level.</p><p><strong>Design.—: </strong>Our institutional database was searched for cases that had Oncotype DX testing after prostate biopsy. The final risk category determined by molecular testing was compared to the risk stratification predicted by the pathology report and serum PSA levels. Cases were classified as concordant if they fell under the same National Comprehensive Cancer Network risk and recommended initial therapy group. Follow-up information on discordant cases was obtained and used to determine if risk stratification by molecular testing was superior to that obtained from the clinicopathologic data.</p><p><strong>Results.—: </strong>A total of 4967 prostate biopsies (2015-2020) were screened. Of these, 131 prostate carcinoma cases (2.6%) had Oncotype DX testing and 111 of 131 cases (85%) had follow-up information. There was risk stratification concordance in 93 of 111 cases (84%). All 18 of 111 cases (16%) that were discordant had a follow-up course that matched the risk predicted by pathology data and serum PSA.</p><p><strong>Conclusions.—: </strong>Risk stratification provided by information in the pathology report on routine biopsy assessment coupled with the serum PSA level is equivalent to that obtained by Oncotype DX testing.</p>","PeriodicalId":8305,"journal":{"name":"Archives of pathology & laboratory medicine","volume":null,"pages":null},"PeriodicalIF":4.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10533197","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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