1
|
Deng H. Utility of Immunohistochemistry in the Diagnosis of Pleuropulmonary and Mediastinal Cancers: A Review and Update. Arch Pathol Lab Med 2024; 148:267-283. [PMID: 37406295 DOI: 10.5858/arpa.2022-0483-ra] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/04/2023] [Indexed: 07/07/2023]
Abstract
CONTEXT.— Immunohistochemistry has become a valuable ancillary tool for the accurate classification of pleuropulmonary and mediastinal neoplasms necessary for therapeutic decisions and predicting prognostic outcome. Diagnostic accuracy has significantly improved because of the continuous discoveries of tumor-associated biomarkers and the development of effective immunohistochemical panels. OBJECTIVE.— To increase the accuracy of diagnosis and classify pleuropulmonary neoplasms through immunohistochemistry. DATA SOURCES.— Literature review and the author's research data and personal practice experience. CONCLUSIONS.— This review article highlights that appropriately selecting immunohistochemical panels enables pathologists to effectively diagnose most primary pleuropulmonary neoplasms and differentiate primary lung tumors from a variety of metastatic tumors to the lung. Knowing the utilities and pitfalls of each tumor-associated biomarker is essential to avoid potential diagnostic errors.
Collapse
Affiliation(s)
- Hongbing Deng
- From the Department of Pathology, Geisinger Commonwealth Medical School and Pathology, Geisinger Wyoming Valley Medical Center, Geisinger Health System, Wilkes-Barre, Pennsylvania
| |
Collapse
|
2
|
Xue M, Liu J, Li Z, Lu M, Zhang H, Liu W, Tian H. The role of adenocarcinoma subtypes and immunohistochemistry in predicting lymph node metastasis in early invasive lung adenocarcinoma. BMC Cancer 2024; 24:139. [PMID: 38287300 PMCID: PMC10823663 DOI: 10.1186/s12885-024-11843-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 01/04/2024] [Indexed: 01/31/2024] Open
Abstract
BACKGROUND Identifying lymph node metastasis areas during surgery for early invasive lung adenocarcinoma remains challenging. The aim of this study was to develop a nomogram mathematical model before the end of surgery for predicting lymph node metastasis in patients with early invasive lung adenocarcinoma. METHODS In this study, we included patients with invasive lung adenocarcinoma measuring ≤ 2 cm who underwent pulmonary resection with definite pathology at Qilu Hospital of Shandong University from January 2020 to January 2022. Preoperative biomarker results, clinical features, and computed tomography characteristics were collected. The enrolled patients were randomized into a training cohort and a validation cohort in a 7:3 ratio. The training cohort was used to construct the predictive model, while the validation cohort was used to test the model independently. Univariate and multivariate logistic regression analyses were performed to identify independent risk factors. The prediction model and nomogram were established based on the independent risk factors. Recipient operating characteristic (ROC) curves were used to assess the discrimination ability of the model. Calibration capability was assessed using the Hosmer-Lemeshow test and calibration curves. The clinical utility of the nomogram was assessed using decision curve analysis (DCA). RESULTS The overall incidence of lymph node metastasis was 13.23% (61/461). Six indicators were finally determined to be independently associated with lymph node metastasis. These six indicators were: age (P < 0.001), serum amyloid (SA) (P = 0.008); carcinoma antigen 125 (CA125) (P = 0. 042); mucus composition (P = 0.003); novel aspartic proteinase of the pepsin family A (Napsin A) (P = 0.007); and cytokeratin 5/6 (CK5/6) (P = 0.042). The area under the ROC curve (AUC) was 0.843 (95% CI: 0.779-0.908) in the training cohort and 0.838 (95% CI: 0.748-0.927) in the validation cohort. the P-value of the Hosmer-Lemeshow test was 0.0613 in the training cohort and 0.8628 in the validation cohort. the bias of the training cohort corrected C-index was 0.8444 and the bias-corrected C-index for the validation cohort was 0.8375. demonstrating that the prediction model has good discriminative power and good calibration. CONCLUSIONS The column line graphs created showed excellent discrimination and calibration to predict lymph node status in patients with ≤ 2 cm invasive lung adenocarcinoma. In addition, the predictive model has predictive potential before the end of surgery and can inform clinical decision making.
Collapse
Affiliation(s)
- Mengchao Xue
- Department of Thoracic Surgery, Qilu Hospital, Shandong University, Lixia District, Jinan City, Shandong Province, China
| | - Junjie Liu
- Department of Thoracic Surgery, Qilu Hospital, Shandong University, Lixia District, Jinan City, Shandong Province, China
| | - Zhenyi Li
- Department of Thoracic Surgery, Qilu Hospital, Shandong University, Lixia District, Jinan City, Shandong Province, China
| | - Ming Lu
- Department of Thoracic Surgery, Qilu Hospital, Shandong University, Lixia District, Jinan City, Shandong Province, China
| | - Huiying Zhang
- Department of Thoracic Surgery, Qilu Hospital, Shandong University, Lixia District, Jinan City, Shandong Province, China
| | - Wen Liu
- Department of Thoracic Surgery, Qilu Hospital, Shandong University, Lixia District, Jinan City, Shandong Province, China
| | - Hui Tian
- Department of Thoracic Surgery, Qilu Hospital, Shandong University, Lixia District, Jinan City, Shandong Province, China.
| |
Collapse
|
3
|
Xie J, Wang M, Xu S, Huang Z, Grant PW. The Unsupervised Feature Selection Algorithms Based on Standard Deviation and Cosine Similarity for Genomic Data Analysis. Front Genet 2021; 12:684100. [PMID: 34054930 PMCID: PMC8155687 DOI: 10.3389/fgene.2021.684100] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 04/16/2021] [Indexed: 01/04/2023] Open
Abstract
To tackle the challenges in genomic data analysis caused by their tens of thousands of dimensions while having a small number of examples and unbalanced examples between classes, the technique of unsupervised feature selection based on standard deviation and cosine similarity is proposed in this paper. We refer to this idea as SCFS (Standard deviation and Cosine similarity based Feature Selection). It defines the discernibility and independence of a feature to value its distinguishable capability between classes and its redundancy to other features, respectively. A 2-dimensional space is constructed using discernibility as x-axis and independence as y-axis to represent all features where the upper right corner features have both comparatively high discernibility and independence. The importance of a feature is defined as the product of its discernibility and its independence (i.e., the area of the rectangular enclosed by the feature’s coordinate lines and axes). The upper right corner features are by far the most important, comprising the optimal feature subset. Based on different definitions of independence using cosine similarity, there are three feature selection algorithms derived from SCFS. These are SCEFS (Standard deviation and Exponent Cosine similarity based Feature Selection), SCRFS (Standard deviation and Reciprocal Cosine similarity based Feature Selection) and SCAFS (Standard deviation and Anti-Cosine similarity based Feature Selection), respectively. The KNN and SVM classifiers are built based on the optimal feature subsets detected by these feature selection algorithms, respectively. The experimental results on 18 genomic datasets of cancers demonstrate that the proposed unsupervised feature selection algorithms SCEFS, SCRFS and SCAFS can detect the stable biomarkers with strong classification capability. This shows that the idea proposed in this paper is powerful. The functional analysis of these biomarkers show that the occurrence of the cancer is closely related to the biomarker gene regulation level. This fact will benefit cancer pathology research, drug development, early diagnosis, treatment and prevention.
Collapse
Affiliation(s)
- Juanying Xie
- School of Computer Science, Shaanxi Normal University, Xi'an, China
| | - Mingzhao Wang
- School of Computer Science, Shaanxi Normal University, Xi'an, China.,College of Life Sciences, Shaanxi Normal University, Xi'an, China
| | - Shengquan Xu
- College of Life Sciences, Shaanxi Normal University, Xi'an, China
| | - Zhao Huang
- School of Computer Science, Shaanxi Normal University, Xi'an, China
| | - Philip W Grant
- Department of Computer Science, Swansea University, Swansea, United Kingdom
| |
Collapse
|
4
|
Vad-Nielsen J, Meldgaard P, Sorensen BS, Nielsen AL. Cell-free Chromatin Immunoprecipitation (cfChIP) from blood plasma can determine gene-expression in tumors from non-small-cell lung cancer patients. Lung Cancer 2020; 147:244-251. [PMID: 32759018 DOI: 10.1016/j.lungcan.2020.07.023] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 07/03/2020] [Accepted: 07/20/2020] [Indexed: 12/13/2022]
Abstract
OBJECTIVES Lung cancer is the leading cause of cancer related death worldwide. Accurate molecular diagnostics from a tumor biopsy is paramount for correct diagnosis, treatment strategy, and prediction of outcome. However, a tumor biopsy can be misleading due to tumor heterogeneity and consecutive biopsies are rarely achievable. Importantly, tumor-specific genetic information concerning mutations and translocations, can also be obtained from liquid biopsies, e.g. blood plasma, containing cell-free DNA (cfDNA) with both systemic and tumor origin. Tumor-specific gene-expression information can also be determined from liquid biopsies using cfDNA methylation and cell-free RNA analyses. However, supplementary methodologies that can determine gene-expression patterns in lung tumors from liquid biopsies could also have diagnostic impact. MATERIALS AND METHODS We here present the method cell-free chromatin Immunoprecipitation (cfChIP), which for genes having high expression specifically in the tumor, can determine such gene-expression from blood plasma. In cfChIP cell-free nucleosomes modified with histone H3 lysine 36 tri-methylation (H3K36me3), a mark quantitatively correlated with the transcription of the underlying gene, are isolated, and associated cfDNA quantified. RESULTS We demonstrate that cfChIP from lung cancer patient blood plasma can successfully quantify the level of H3K36me3 associated with circulating cell-free nucleosomes and thereby quantify the transcriptional level of genes associated with these nucleosomes. Moreover, as a proof-of-principle we show that in blood plasma from 14 lung cancer patients, H3K36me3 cfChIP can replicate the expected higher expression of KRT6 in lung squamous cell carcinoma relative to adenocarcinoma. CONCLUSION This work shows that for genes with a high expression specifically in tumor, cfChIP can determine this gene-expression pattern from blood plasma. cfChIP is a method that determine gene-expression at the transcriptional level and accordingly can supplement cfDNA methylation and cell-free RNA analyses.
Collapse
|
5
|
Galindo I, Gómez-Morales M, Díaz-Cano I, Andrades Á, Caba-Molina M, Miranda-León MT, Medina PP, Martín-Padron J, Fárez-Vidal ME. The value of desmosomal plaque-related markers to distinguish squamous cell carcinoma and adenocarcinoma of the lung. Ups J Med Sci 2020; 125:19-29. [PMID: 31809668 PMCID: PMC7054907 DOI: 10.1080/03009734.2019.1692101] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Background: An antibody panel is needed to definitively differentiate between adenocarcinoma (AC) and squamous cell carcinoma (SCC) in order to meet more stringent requirements for the histologic classification of lung cancers. Staining of desmosomal plaque-related proteins may be useful in the diagnosis of lung SCC.Materials and methods: We compared the usefulness of six conventional (CK5/6, p40, p63, CK7, TTF1, and Napsin A) and three novel (PKP1, KRT15, and DSG3) markers to distinguish between lung SCC and AC in 85 small biopsy specimens (41 ACs and 44 SCCs). Correlations were examined between expression of the markers and patients' histologic and clinical data.Results: The specificity for SCC of membrane staining for PKP1, KRT15, and DSG3 was 97.4%, 94.6%, and 100%, respectively, and it was 100% when the markers were used together and in combination with the conventional markers (AUCs of 0.7619 for Panel 1 SCC, 0.7375 for Panel 2 SCC, 0.8552 for Panel 1 AC, and 0.8088 for Panel 2 AC). In a stepwise multivariate logistic regression model, the combination of CK5/6, p63, and PKP1 in membrane was the optimal panel to differentiate between SCC and AC, with a percentage correct classification of 96.2% overall (94.6% of ACs and 97.6% of SCCs). PKP1 and DSG3 are related to the prognosis.Conclusions: PKP1, KRT15, and DSG3 are highly specific for SCC, but they were more useful to differentiate between SCC and AC when used together and in combination with conventional markers. PKP1 and DSG3 expressions may have prognostic value.
Collapse
Affiliation(s)
- Inmaculada Galindo
- Department of Pathology, School of Medicine, University of Granada, Granada, Spain
| | | | - Inés Díaz-Cano
- Department of Biochemistry and Molecular Biology III, School of Medicine, University of Granada, Granada, Spain
- Centre for Genomics and Oncological Research (GENYO), Granada, Spain
- Institute for Biomedical Research (IBS Granada), University Hospital Complex of Granada/University of Granada, Granada, Spain
| | - Álvaro Andrades
- Centre for Genomics and Oncological Research (GENYO), Granada, Spain
- Department of Biochemistry and Molecular Biology I, University of Granada, Granada, Spain
| | - Mercedes Caba-Molina
- Department of Pathology, School of Medicine, University of Granada, Granada, Spain
| | - María Teresa Miranda-León
- Department of Statistics and Operative Research, School of Medicine, University of Granada, Granada, Spain
| | - Pedro Pablo Medina
- Centre for Genomics and Oncological Research (GENYO), Granada, Spain
- Department of Biochemistry and Molecular Biology I, University of Granada, Granada, Spain
| | - Joel Martín-Padron
- Department of Biochemistry and Molecular Biology III, School of Medicine, University of Granada, Granada, Spain
- Centre for Genomics and Oncological Research (GENYO), Granada, Spain
- Institute for Biomedical Research (IBS Granada), University Hospital Complex of Granada/University of Granada, Granada, Spain
| | - María Esther Fárez-Vidal
- Department of Biochemistry and Molecular Biology III, School of Medicine, University of Granada, Granada, Spain
- Institute for Biomedical Research (IBS Granada), University Hospital Complex of Granada/University of Granada, Granada, Spain
- CONTACT María Esther Fárez-Vidal Department of Biochemistry and Molecular Biology III, School of Medicine, University of Granada, 18012 Granada, Spain
| |
Collapse
|
6
|
Metovic J, Righi L, Delsedime L, Volante M, Papotti M. Role of Immunocytochemistry in the Cytological Diagnosis of Pulmonary Tumors. Acta Cytol 2019; 64:16-29. [PMID: 30878997 DOI: 10.1159/000496030] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Accepted: 12/03/2018] [Indexed: 12/14/2022]
Abstract
Pulmonary cytology is a challenging diagnostic tool, and it is usually evaluated considering medical history and radiological findings in order to reach an accurate diagnosis. Since the majority of lung cancer patients have an advanced stage at diagnosis, a cytological specimen is frequently the only material available for diagnosis and further prognostic/predictive marker determination. Several types of specimens can be obtained from the respiratory system (including sputum, bronchoalveolar lavage, bronchial brushing, fine needle aspiration, and pleural fluid) with different technical preclinical management protocols and different diagnostic yields. Immunocytochemistry (ICC) has a pivotal role in the determination of diagnostic, prognostic, and predictive markers. Therefore, limited cytology samples are to be used with a cell-sparing approach, to allow both diagnostic ICC evaluation as well as predictive marker assessment by ICC or specific molecular assays. In this review, we describe the most common ICC markers used for the diagnosis and prognostic/predictive characterization of thoracic tumors in different cytological specimens.
Collapse
Affiliation(s)
- Jasna Metovic
- Department of Oncology, Città della Salute e della Scienza, University of Turin, Turin, Italy
| | - Luisella Righi
- Department of Oncology, San Luigi Hospital, University of Turin, Turin, Italy
| | - Luisa Delsedime
- Department of Oncology, Città della Salute e della Scienza, University of Turin, Turin, Italy
| | - Marco Volante
- Department of Oncology, San Luigi Hospital, University of Turin, Turin, Italy
| | - Mauro Papotti
- Department of Oncology, Città della Salute e della Scienza, University of Turin, Turin, Italy,
| |
Collapse
|
7
|
Xiao J, Lu X, Chen X, Zou Y, Liu A, Li W, He B, He S, Chen Q. Eight potential biomarkers for distinguishing between lung adenocarcinoma and squamous cell carcinoma. Oncotarget 2017; 8:71759-71771. [PMID: 29069744 PMCID: PMC5641087 DOI: 10.18632/oncotarget.17606] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2017] [Accepted: 03/29/2017] [Indexed: 11/25/2022] Open
Abstract
Lung adenocarcinoma (LADC) and squamous cell carcinoma (LSCC) are the most common non-small cell lung cancer histological phenotypes. Accurate diagnosis distinguishing between these two lung cancer types has clinical significance. For this study, we analyzed four Gene Expression Omnibus (GEO) datasets (GSE28571, GSE37745, GSE43580, and GSE50081). We then imported the datasets into the Gene-Cloud of Biotechnology Information online platform to identify genes differentially expressed in LADC and LSCC. We identified DSG3 (desmoglein 3), KRT5 (keratin 5), KRT6A (keratin 6A), KRT6B (keratin 6B), NKX2-1 (NK2 homeobox 1), SFTA2 (surfactant associated 2), SFTA3 (surfactant associated 3), and TMC5 (transmembrane channel-like 5) as potential biomarkers for distinguishing between LADC and LSCC. Receiver operating characteristic curve analysis suggested that KRT5 had the highest diagnostic value for discriminating between these two cancer types. Using the PrognoScan online survival analysis tool and the Kaplan-Meier Plotter, we found that high KRT6A or KRT6B levels, or low NKX2-1, SFTA3, or TMC5 levels correlated with unfavorable prognoses in LADC patients. Further studies will be needed to verify our findings in additional patient samples, and to elucidate the mechanisms of action of these potential biomarkers in non-small cell lung cancer.
Collapse
Affiliation(s)
- Jian Xiao
- Department of Geriatrics, Respiratory Medicine, Xiangya Hospital of Central South University, Changsha 410008, China
| | - Xiaoxiao Lu
- Department of Geriatrics, Respiratory Medicine, Xiangya Hospital of Central South University, Changsha 410008, China
| | - Xi Chen
- Department of Respiratory Medicine, Xiangya Hospital of Central South University, Changsha 410008, China
| | - Yong Zou
- Department of Geriatrics, Respiratory Medicine, Xiangya Hospital of Central South University, Changsha 410008, China
| | - Aibin Liu
- Department of Geriatrics, Xiangya Hospital of Central South University, Changsha 410008, China
| | - Wei Li
- Department of Geriatrics, Clinical Laboratory, Xiangya Hospital of Central South University, Changsha 410008, China
| | - Bixiu He
- Department of Geriatrics, Respiratory Medicine, Xiangya Hospital of Central South University, Changsha 410008, China
| | - Shuya He
- Department of Biochemistry & Biology, University of South China, Hengyang 421001, China
| | - Qiong Chen
- Department of Geriatrics, Respiratory Medicine, Xiangya Hospital of Central South University, Changsha 410008, China
| |
Collapse
|
8
|
Shojaei H, Hong H, Redline RW. High-level expression of divergent endodermal lineage markers in gonadal and extra-gonadal yolk sac tumors. Mod Pathol 2016; 29:1278-88. [PMID: 27443515 DOI: 10.1038/modpathol.2016.131] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2016] [Revised: 06/02/2016] [Accepted: 06/03/2016] [Indexed: 11/09/2022]
Abstract
Yolk sac tumors occur at both gonadal and extra-gonadal sites. A recent case of ovarian endometrioid-pattern yolk sac tumor with strong diffuse expression of TTF-1 illustrated the potential for misdiagnosis due to divergent expression of endodermal lineage markers. The aim of this study was to investigate the expression of four divergent endodermal lineage markers, TTF-1, CDX2, Hep Par 1, and Napsin A, in gonadal and extra-gonadal yolk sac tumors of differing age, sex, and location (excluding foci of overt hepatoid differentiation). We identified 26 cases (5 ovarian, 15 testicular, and 6 extra-gonadal) containing yolk sac tumor as identified by typical histology and confirmed by positive immunohistochemical staining for alpha-fetoprotein and glypican-3. Mixed or ambiguous foci were confirmed by immunohistochemistry (SALL4 positive and Oct-4 negative). The relative proportion of three histologic patterns: reticular/cystic, solid/myxoid, and glandular was estimated. Percent positivity for the four divergent endodermal lineage markers was compared within yolk sac tumor areas according to site, age group, and histologic pattern. High-level (>25%) staining for one or more divergent endodermal lineage markers was seen in eleven cases: Hep Par 1 in seven cases, all post-pubertal, TTF-1 in four cases, two ovarian and two extra-gonadal, and CDX2 in three cases, with no age or site predilection. No case highly expressed all three divergent endodermal lineage markers, but four co-expressed high levels of two markers: two ovarian yolk sac tumors with TTF-1 and Hep Par 1, one testicular yolk sac tumor with CDX2 and Hep Par 1, and one extra-gonadal yolk sac tumors with TTF-1 and CDX2. While no absolute correlation of high-level divergent endodermal lineage marker expression with histologic subtype was observed, TTF-1 and CDX2 expression was predominantly seen in reticular/cystic and glandular areas while Hep Par 1 was most frequent in myxoid/solid and glandular areas.
Collapse
Affiliation(s)
- Hadi Shojaei
- Pathology Resident, Department of Pathology, University Hospitals Case Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Hong Hong
- Pathology Resident, Department of Pathology, University Hospitals Case Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Raymond W Redline
- Departments of Pathology and Reproductive Biology, University Hospitals Case Medical Center and Case Western Reserve University School of Medicine, Cleveland, OH, USA
| |
Collapse
|
9
|
Nishino M, Hoang MP, Della Pelle P, Morales-Oyarvide V, Huynh TG, Mark EJ, Mino-Kenudson M. Napsin A/p40 antibody cocktail for subtyping non-small cell lung carcinoma on cytology and small biopsy specimens. Cancer Cytopathol 2016; 124:472-84. [PMID: 27412420 DOI: 10.1002/cncy.21707] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2015] [Revised: 01/30/2016] [Accepted: 02/04/2016] [Indexed: 11/10/2022]
Abstract
BACKGROUND Subtyping non-small cell lung carcinomas (NSCLC) into adenocarcinoma (ACA) or squamous cell carcinoma (SQCC) is important for treatment and specimen triage for molecular studies. To preserve tissue for molecular studies in cytology/small biopsy specimens, a 2-antibody cocktail for NSCLC subtyping was developed. METHODS Markers for lung ACA (thyroid transcription factor 1 and napsin A) and SQCC (cytokeratin 5/6 and p40) were evaluated on tissue microarrays (TMAs) with 143 ACA and 98 SQCC specimens. The napsin A/p40 combination was selected for NSCLC subtyping and validated on the TMA as well as on a cohort of cell block/small biopsy specimens from 80 poorly differentiated NSCLCs. RESULTS Using TMA analysis, the napsin A-positive (+)/p40± immunophenotype identified ACA with 94% sensitivity and 100% specificity, whereas the napsin A (negative)-/p40+ immunophenotype identified SQCC with 100% sensitivity and specificity. On the validation cohort of 80 cell block and small biopsy specimens, the napsin A/p40 cocktail accurately subtyped 63 of 70 NSCLC (90%) as ACA or SQCC using the subsequent surgical resection as reference histology. Of the remaining 17 cases, 15 were classified as NSCLC-not otherwise specified based on a napsin A-/p40- immunophenotype; their corresponding resections were diagnosed as ACA (7 cases), large cell carcinoma (7 cases), or pleomorphic carcinoma (1 case). Two additional large cell carcinoma cases showed a napsin A-/p40+ or napsin A+/p40+ profile in the preoperative cell block/small biopsy sample. CONCLUSIONS A napsin A/p40 cocktail can accurately subtype NSCLC into ACA and SQCC in most cell block/small biopsy specimens of poorly differentiated NSCLC. In the minority of cases in which the napsin A/p40 immunophenotype is indeterminate, additional stains may be necessary for precise classification. Cancer Cytopathol 2016;124:472-84. © 2016 American Cancer Society.
Collapse
Affiliation(s)
- Michiya Nishino
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Mai P Hoang
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts
| | | | | | - Tiffany G Huynh
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts
| | - Eugene J Mark
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts
| | - Mari Mino-Kenudson
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts
| |
Collapse
|
10
|
Walts AE, Hiroshima K, Marchevsky AM. Desmoglein 3 and p40 immunoreactivity in neoplastic and nonneoplastic thymus: a potential adjunct to help resolve selected diagnostic and staging problems. Ann Diagn Pathol 2015; 19:216-20. [DOI: 10.1016/j.anndiagpath.2015.04.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2015] [Accepted: 04/30/2015] [Indexed: 10/23/2022]
|
11
|
Large cell carcinoma of the lung: a tumor in search of an author. A clinically oriented critical reappraisal. Lung Cancer 2015; 87:226-31. [PMID: 25620799 DOI: 10.1016/j.lungcan.2015.01.008] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2014] [Revised: 01/01/2015] [Accepted: 01/09/2015] [Indexed: 12/19/2022]
Abstract
Large cell carcinoma (LCC) is a merely descriptive term indicating a subtype of lung cancer with no specific features of small-cell lung cancer (SCLC), adenocarcinoma (ADC) or squamous cell carcinoma (SQC). This diagnosis is allowed on surgical specimens only, whereas its counterpart in biopsy/cytology samples is non-small-cell lung carcinoma (NSCLC), not otherwise specified (NOS). Although these two terms do not fulfill the same concept, they can be interchangeable synonyms at the clinical level, reflecting, in different ways, the inability to define a specific subtype. Immunohistochemistry (IHC), next generation sequencing (NGS) analysis and, historically, electron microscopy have been unveiling diverse cell differentiation lineages in LCC, resulting in LCC-favor ADC, LCC-favor SQC and LCC-favor large-cell neuroendocrine carcinoma (LCNEC), the latter hopefully to be included into the neuroendocrine tumor (NET) group in the future. Paradoxically, however, the interpretation issues of LCC/NSCLC-NOS are not diminishing, but even increasing albeight an accurate diagnosis is oncologically required and crucial. Also, rare LCC/NSCLC-NOS cases exhibiting null/unclear phenotype, are difficult to classify, and this terminology could be maintained for the sake of classification (basically these tumors are serendipitous ADC, as also confirmed by the lack of p40). In this review article, seven relevant issues to LCC have been addressed by using a question-answer methodology, with final key points discussing major interpretation issues. In conclusion, most LCC/NSCLC-NOS may be eventually re-classified and addressed by exploiting IHC and/or molecular testing to satisfy the criteria of precision medicine (the right drug, to the right patient, at the right time).
Collapse
|
12
|
Thymic neuroendocrine tumors (paraganglioma and carcinoid tumors): a comparative immunohistochemical study of 46 cases. Hum Pathol 2014; 45:2463-70. [PMID: 25294372 DOI: 10.1016/j.humpath.2014.08.013] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2014] [Revised: 08/25/2014] [Accepted: 08/29/2014] [Indexed: 02/07/2023]
Abstract
Twenty-two paragangliomas from different anatomical sites and 24 thymic neuroendocrine carcinomas (carcinoid tumors) were analyzed for traditional and novel immunohistochemical markers. In the paraganglioma group, there were 8 men and 14 women between the ages of 23 and 79 years (mean, 46 years). Their symptoms depended on the location of the tumor and included neck swelling and Horner syndrome for neck tumors, whereas abdominal and chest pain was present in tumors of the abdomen and mediastinum, respectively. One patient had Carney triad. In the carcinoid group, the patients were 20 men and 4 women between the ages of 25 and 78 years (mean, 48 years). These patients were symptomatic with chest pain, shortness of breath, and dyspnea. One patient presented with multiple endocrine neoplasia syndrome. Complete surgical resection was accomplished in all patients. The 46 neuroendocrine tumors were evaluated for GATA-3, pancytokeratin, thryoid transcription factor 1 (TTF-1), napsin A, chromogranin A, and synaptophysin. All paragangliomas were universally positive for chromogranin A and synaptophysin, but negative for pancytokeratin, TTF-1, and napsin A. GATA-3 was expressed in 12 (55%) of 22 tumors. The thymic neuroendocrine carcinomas (carcinoid tumors) were universally positive for pancytokeratin, but negative for GATA-3 and napsin A. Chromogranin A and synaptophysin were expressed in 92% and 88% of cases, respectively, and TTF-1 in 4 (17%) of 24 cases. Based on these results, we recommend that the workup of neuroendocrine tumors should include not only the conventional neuroendocrine markers and pancytokeratin but also other markers such as GATA-3 and TTF-1 in order to arrive at a better interpretation.
Collapse
|
13
|
Zhang K, Deng H, Cagle PT. Utility of Immunohistochemistry in the Diagnosis of Pleuropulmonary and Mediastinal Cancers: A Review and Update. Arch Pathol Lab Med 2014; 138:1611-28. [DOI: 10.5858/arpa.2014-0092-ra] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Context
Immunohistochemistry has become an indispensable ancillary tool for the accurate classification of pleuropulmonary and mediastinal neoplasms necessary for therapeutic decisions and predicting prognostic outcome in the era of personalized medicine. Diagnostic accuracy has significantly improved because of the continuous discoveries of tumor-associated biomarkers and the development of effective immunohistochemical panels.
Objective
To increase the accuracy of diagnosis and classify pleuropulmonary neoplasms through immunohistochemistry.
Data Sources
Literature review, authors' research data, and personal practice experience.
Conclusions
This review article has shown that appropriately selecting immunohistochemical panels enables pathologists to effectively diagnose most primary pleuropulmonary neoplasms and differentiate primary lung tumors from a variety of metastatic tumors to the lung. The discovery of new mutation-specific antibodies identifying a subset of specific gene-arranged lung tumors provides a promising alternative and cost-effective approach to molecular testing. Knowing the utilities and pitfalls of each tumor-associated biomarker is essential to avoiding potential diagnostic errors.
Collapse
Affiliation(s)
- Kai Zhang
- From the Department of Laboratory Medicine, Geisinger Medical Center, Danville, Pennsylvania (Drs Zhang and Deng)
| | - Hongbin Deng
- From the Department of Laboratory Medicine, Geisinger Medical Center, Danville, Pennsylvania (Drs Zhang and Deng)
| | - Philip T. Cagle
- and the Department of Pathology and Genomic Medicine, The Methodist Hospital, Houston, Texas (Dr Cagle)
| |
Collapse
|
14
|
Zhang C, Schmidt LA, Hatanaka K, Thomas D, Lagstein A, Myers JL. Evaluation of napsin A, TTF-1, p63, p40, and CK5/6 immunohistochemical stains in pulmonary neuroendocrine tumors. Am J Clin Pathol 2014; 142:320-4. [PMID: 25125621 DOI: 10.1309/ajcpga0iua8bhqez] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
OBJECTIVE A panel of immunohistochemical (IHC) stains frequently used to subclassify non-small cell lung cancers (NSCLCs) includes napsin A, TTF-1, CK5/6, p40, and p63. The expression profiles of these stains in neuroendocrine tumors have not been systematically evaluated. METHOD Sixty-eight resected pulmonary neuroendocrine tumors, including 52 typical carcinoids (TCs), eight atypical carcinoids (ACs), seven small cell carcinomas (SCLCs) and one large cell neuroendocrine carcinoma (LCNEC), were stained for napsin A, TTF-1, p63, p40, and CK5/6. Tumors were scored as positive (>1% tumor cells reactive) or negative, and percentage of reactive tumor cells was recorded. RESULTS Napsin A, p63, p40, and CK5/6 were consistently negative in neuroendocrine tumors. TTF-1 was positive in 17 of 52 TCs, 4 of 8 ACs, 5 of 7 SCLCs, and 0 of 1 LCNECs. CONCLUSION Pulmonary neuroendocrine tumors have a distinct but nonspecific profile on IHC panel commonly applied to subclassify NSCLCs. They are napsin A-/p40-/p63-/CK5/6-/TTF-1±. Recognizing this profile may have value in separating neuroendocrine tumors from NSCLCs.
Collapse
Affiliation(s)
- Chen Zhang
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis
| | | | - Kazuhito Hatanaka
- Department of Molecular and Cellular Pathology, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan
| | - Dafydd Thomas
- Department of Pathology, University of Michigan, Ann Arbor
| | - Amir Lagstein
- Department of Pathology, University of Michigan, Ann Arbor
| | | |
Collapse
|
15
|
Heymann JJ, Hoda RS, Scognamiglio T. Polyclonal Napsin A Expression: A Potential Diagnostic Pitfall in Distinguishing Primary From Metastatic Mucinous Tumors in the Lung. Arch Pathol Lab Med 2014; 138:1067-71. [DOI: 10.5858/arpa.2013-0403-oa] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Context.—Napsin A is a useful marker for distinguishing primary from metastatic lung tumors. Mucinous lung tumors may be difficult to distinguish from metastatic mucinous tumors.
Objectives.—To evaluate napsin A expression in lung and extrapulmonary mucinous tumors on both histology and cytology specimens and to determine napsin A's utility in differentiating primary from metastatic mucinous tumors.
Design.—Napsin A immunohistochemistry was performed using a rabbit polyclonal antibody on formalin-fixed, paraffin-embedded surgical and fine-needle aspiration biopsy–derived, paraffin-embedded cell block specimens. Positive expression was defined as coarse, granular, cytoplasmic staining in 10% or more of tumor cells.
Results.—Sixteen of 32 mucinous lung tumors (50%) and 16 of 33 extrapulmonary mucinous tumors (48%), including 15 of 18 of gastrointestinal origin (83%), expressed napsin A. Positivity was concordant between surgical and cell block specimens in 5 of 9 cases (56%). In 3 of 4 discordant cases, napsin A expression was detected on the surgical specimen but not the cell block. The cell block material in these cases was paucicellular.
Conclusions.—Napsin A shows decreased sensitivity and specificity for mucinous lung tumors and is unlikely to be reliable as a sole immunohistochemical marker of lung origin for such tumors (52% specificity in this study). The high frequency of napsin A expression in gastrointestinal mucinous tumors makes it particularly unreliable in distinguishing metastatic gastrointestinal from primary lung mucinous tumors. However, napsin A expression analysis may facilitate distinguishing mucinous tumors of pulmonary from those of nongastrointestinal origin. Interpretation of napsin A staining may be problematic in mucinous tumor specimens of low cellularity such as cell blocks.
Collapse
Affiliation(s)
- Jonas J. Heymann
- From the Department of Pathology & Laboratory Medicine, NewYork-Presbyterian Hospital–Weill Cornell Medical College, New York, New York
| | - Rana S. Hoda
- From the Department of Pathology & Laboratory Medicine, NewYork-Presbyterian Hospital–Weill Cornell Medical College, New York, New York
| | - Theresa Scognamiglio
- From the Department of Pathology & Laboratory Medicine, NewYork-Presbyterian Hospital–Weill Cornell Medical College, New York, New York
| |
Collapse
|
16
|
Celik B, Khoor A, Bulut T, Nassar A. Rapid on-site evaluation has high diagnostic yield differentiating adenocarcinoma vs squamous cell carcinoma of non-small cell lung carcinoma, not otherwise specified subgroup. Pathol Oncol Res 2014; 21:167-72. [PMID: 24889857 DOI: 10.1007/s12253-014-9802-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2014] [Accepted: 05/21/2014] [Indexed: 12/25/2022]
Abstract
Our objective was to evaluate the diagnostic yield of rapid on-site evaluation (ROSE) on the differential diagnosis of non-small cell lung carcinoma, not otherwise specified (NSCLC-NOS). Biopsied cases diagnosed as NSCLC-NOS with ROSE during 2004 through 2008 were retrieved. Diagnostic confirmation was done with immunohistochemistry (IHC) involving thyroid transcription factor-1 and p63 immunostains. For the study, 106 cases were available. The final diagnoses rendered were squamous cell carcinoma (SqCC) (n = 39) and adenocarcinoma (AC) (n = 67). Cytologic, histologic, and IHC concordance for these diagnoses occurred in 75 cases (70.8 %), of which 56 (52.8%) were AC and 19 (17.9%) were SqCC. Cytologic, histologic, and IHC discordance was found in 31 cases (29.2%). Of these 31 cases, 11 NSCLC-NOS diagnoses histologically corresponded to 1 SqCC plus 4 ACs, and 4 favor SqCC plus 2 ACs; the former 5 NSCLC-NOS cases classified correctly through cytology, as well as IHC. However, IHC was not available for the latter 6 NSCLC-NOS cases that were also classified correctly through cytology. In addition, only 3 NSCLC-NOS diagnoses cytologically corresponded to 3 favor SqCC histologically, in which IHC was not available, and for 2 cases that both corresponded to favor SqCC and favor AC histologically and cytologically. In the other 15 cases, histology labeled 4 cases NSCLC-NOS and misclassified 2 cases; cytology labeled 1 case NSCLC-NOS and misclassified 13 cases. ROSE has high diagnostic yield over subclassification of NSCLC-NOS. We recommend allocating a cytotechnologist for specimen adequacy and a cytopathologist for cytologic diagnosis.
Collapse
Affiliation(s)
- Betul Celik
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 4500 San Pablo Rd, Jacksonville, FL, 32224, USA
| | | | | | | |
Collapse
|
17
|
Rossi G, Cavazza A, Righi L, Sartori G, Bisagni A, Longo L, Pelosi G, Papotti M. Napsin-A, TTF-1, EGFR, and ALK Status Determination in Lung Primary and Metastatic Mucin-Producing Adenocarcinomas. Int J Surg Pathol 2014; 22:401-7. [PMID: 24651909 DOI: 10.1177/1066896914527609] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Pulmonary mucin-producing adenocarcinomas may be indistinguishable on conventional histology from a metastasis, as thyroid transcription factor-1 (TTF-1) expression often is lacking and KRAS mutations are widely present even in extrapulmonary sites. Few data have been reported on the diagnostic role of napsin-A and epidermal growth factor receptor (EGFR) and anaplastic lymphoma kinase (ALK) gene alterations in this challenging differential diagnosis. Seventy-seven surgically resected cases, including 53 primary and 24 metastatic tumors from different sites, were evaluated for napsin-A, TTF-1, and ALK by immunohistochemistry and for EGFR mutations by direct sequencing. Overall, napsin-A expression in primary lung mucin-producing adenocarcinomas was 36% (8% mucinous, 17% colloid, 87.5% solid, and 100% signet ring cell) and TTF-1 expression reached an overall figure of 42% (12.5% mucinous, 33% colloid, 87.5% solid, and 100% signet ring cell). Metastatic mucinous adenocarcinomas did not react with napsin-A or with TTF-1. All primary and metastatic tumors lacked EGFR mutations, while a single case of signet ring cell lung adenocarcinoma showed ALK expression and rearrangement at fluorescent in situ hybridization analysis. Napsin-A has a lower sensitivity compared with TTF-1 in primary mucin-producing adenocarcinomas of the lung. However, both antibodies have an absolute specificity, being always negative in metastatic mucinous adenocarcinomas. EGFR mutations and ALK translocation or expression are exceedingly rare in mucin-producing adenocarcinomas of the lung, resulting unnecessary as diagnostic tool in this setting.
Collapse
Affiliation(s)
- Giulio Rossi
- Azienda Ospedaliero-Universitaria Policlinico di Modena, Modena, Italy
| | - Alberto Cavazza
- Azienda Arcispedale S. Maria Nuova/IRCCS, Reggio Emilia, Italy
| | - Luisella Righi
- University of Turin, San Luigi Hospital, Orbassano, Turin, Italy
| | - Giuliana Sartori
- Azienda Ospedaliero-Universitaria Policlinico di Modena, Modena, Italy
| | | | | | - Giuseppe Pelosi
- Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy University of Milan, Milan, Italy
| | - Mauro Papotti
- University of Turin, San Luigi Hospital, Orbassano, Turin, Italy
| |
Collapse
|
18
|
Sakai Y, Nakai T, Ohbayashi C, Imagawa N, Yanagita E, Satake R, Nitta A, Kajimoto K, Sakuma T, Itoh T. Immunohistochemical profiling of ALK fusion gene-positive adenocarcinomas of the lung. Int J Surg Pathol 2013; 21:476-82. [PMID: 23794492 DOI: 10.1177/1066896913489345] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Our aim was to determine whether or not non-small-cell lung cancer is squamous cell carcinoma (SQCC); even in small samples, it is essential in view of the side effects attendant on new therapeutics. Lung adenocarcinoma (ADC) with the EML4-ALK fusion gene has been described as demonstrating mucinous cribriform/acinar growth and signet-ring cells, sometimes partially simulating SQCC. We investigated the relation among morphology, anaplastic lymphoma kinase (ALK) rearrangement, and immunophenotype in 321 ADCs by tissue microarray using SQCC markers cytokeratin (CK)5/6, CK14, desmocollin-3, desmoglein-3, p40, p63 versus ADC markers thyroid transcription factor (TTF)-1 and napsin A. Unlike 312 ALK-negative ADCs, 9 ALK-positive cases were negative for 4 SQCC markers. Only 1 ALK-positive ADC showing assertive morphology was positive for CK5/6 and p63 as well as for TTF-1 and napsin A. Coexpression of TTF-1/p40 was not observed, unlike that of TTF-1/p63 reported previously. There was no statistically significant difference between ALK-negative and ALK-positive ADC by immunohistochemical profiling.
Collapse
|
19
|
Gómez-Morales M, Cámara-Pulido M, Miranda-León MT, Sánchez-Palencia A, Boyero L, Gómez-Capilla JA, Fárez-Vidal ME. Differential immunohistochemical localization of desmosomal plaque-related proteins in non-small-cell lung cancer. Histopathology 2013; 63:103-13. [DOI: 10.1111/his.12126] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2012] [Accepted: 03/06/2013] [Indexed: 01/01/2023]
Affiliation(s)
| | - Miguel Cámara-Pulido
- Department of Pathology; School of Medicine; University of Granada; Granada; Spain
| | - María Teresa Miranda-León
- Department of Statistics and Operative Research; School of Medicine; University of Granada; Granada; Spain
| | - Abel Sánchez-Palencia
- Department of Thoracic Surgery; Virgen de las Nieves University Hospital; Granada; Spain
| | - Laura Boyero
- Department of Biochemistry and Molecular Biology; School of Medicine; University of Granada; Granada; Spain
| | - José Antonio Gómez-Capilla
- Department of Biochemistry and Molecular Biology; School of Medicine; University of Granada; Granada; Spain
| | - María Esther Fárez-Vidal
- Department of Biochemistry and Molecular Biology; School of Medicine; University of Granada; Granada; Spain
| |
Collapse
|
20
|
Wu J, Chu PG, Jiang Z, Lau SK. Napsin A expression in primary mucin-producing adenocarcinomas of the lung: an immunohistochemical study. Am J Clin Pathol 2013; 139:160-6. [PMID: 23355200 DOI: 10.1309/ajcp62wjuamszcom] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Immunohistochemical expression of napsin A in primary pulmonary mucinous tumors is not well established. Napsin A immunoreactivity was evaluated in 43 mucin-producing adenocarcinomas of the lung consisting of 18 tumors formerly classified as mucinous bronchioloalveolar carcinoma, 15 colloid adenocarcinomas, 5 solid predominant adenocarcinomas with mucin production, and 5 adenocarcinomas with signet ring cell features, as well as in 25 extrapulmonary mucinous adenocarcinomas of different anatomic sites. Immunohistochemical expression of thyroid transcription factor 1 (TTF-1) was also compared. Thirty-three percent of mucinous lung tumors exhibited positive immunoreactivity for napsin A, whereas 42% expressed TTF-1. All 25 extrapulmonary mucinous adenocarcinomas lacked expression of napsin A and TTF-1. Mucin-producing neoplasms of the lung infrequently express napsin A, suggesting that immunohistochemical assessment of napsin A may have limited diagnostic usefulness for distinguishing primary and metastatic mucinous adenocarcinomas involving the lung.
Collapse
Affiliation(s)
- Jeffrey Wu
- Department of Pathology, City of Hope National Medical Center, Duarte, CA
| | - Peiguo G. Chu
- Department of Pathology, City of Hope National Medical Center, Duarte, CA
| | - Zhong Jiang
- Department of Pathology, University of Massachusetts Medical School, Worcester, MA
| | - Sean K. Lau
- Department of Pathology, City of Hope National Medical Center, Duarte, CA
| |
Collapse
|