1
|
Rodriguez GC, Yozwiak M, Nelson OL, Zhang HH, Kim AA, Watkin W, Barton JK, Alberts DS. The karyometric signature is altered in fallopian tubes with serous tubal intraepithelial carcinoma. Gynecol Oncol 2024; 186:110-116. [PMID: 38640774 PMCID: PMC11216887 DOI: 10.1016/j.ygyno.2024.04.007] [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: 12/08/2023] [Revised: 04/01/2024] [Accepted: 04/08/2024] [Indexed: 04/21/2024]
Abstract
OBJECTIVE Recent evidence suggests that the fimbriated end of the fallopian tube harbors the precursor cells for many high-grade ovarian cancers, opening the door for development of better screening methods that directly assess the fallopian tube in women at risk for malignancy. Previously we have shown that the karyometric signature is abnormal in the fallopian tube epithelium in women at hereditary risk of ovarian cancer. In this study, we sought to determine whether the karyometric signature in serous tubal intraepithelial carcinoma (STIC) is significantly different from normal, and whether an abnormal karyometric signature can be detected in histologically normal tubal epithelial cells adjacent to STIC lesions. METHODS The karyometric signature was measured in epithelial cells from the proximal and fimbriated portion of the fallopian tube in fallopian tube specimens removed from women at: 1) average risk for ovarian cancer undergoing surgery for benign gynecologic indications (n = 37), 2) hereditary risk of ovarian cancer (germline BRCA alterations) undergoing risk-reducing surgery (n = 44), and 3) diagnosed with fimbrial STICs (n = 17). RESULTS The karyometric signature in tubes with fimbrial STICs differed from that of tubes with benign histology. The degree of karyometric alteration increased with increasing proximity to fimbrial STICs, ranging from moderate in the proximal portion of the tube, to greatest in both normal appearing fimbrial cells near STICs as well as in fimbrial STIC lesions. CONCLUSION These data demonstrate an abnormal karyometric signature in STICs that may extend beyond the STIC, potentially providing an opportunity for early detection of fallopian tube neoplasia.
Collapse
Affiliation(s)
- Gustavo C Rodriguez
- NorthShore University HealthSystem, Evanston, IL, United States; University of Chicago, Pritzker School of Medicine, Chicago, IL, United States.
| | - Michael Yozwiak
- University of Arizona, Department of Medicine, Tucson, AZ, United States
| | - Omar L Nelson
- NorthShore University HealthSystem, Evanston, IL, United States; University of Chicago, Pritzker School of Medicine, Chicago, IL, United States
| | - Hao Helen Zhang
- University of Arizona, Department of Mathematics, Tucson, AZ, United States; University of Arizona, Statistics and Data Science GIDP, Tucson, AZ, United States
| | - Ahyoung Amy Kim
- University of Arizona, Statistics and Data Science GIDP, Tucson, AZ, United States
| | - William Watkin
- NorthShore University HealthSystem, Evanston, IL, United States; University of Chicago, Pritzker School of Medicine, Chicago, IL, United States
| | - Jennifer K Barton
- University of Arizona, Department of Biomedical Engineering, Tucson, AZ, United States
| | - David S Alberts
- University of Arizona, Department of Medicine, Tucson, AZ, United States
| |
Collapse
|
2
|
Sanguedolce F, Brunelli M, D'amuri A, Calò B, Mancini V, Carrieri G, Cormio L. Evolving concepts and use of immunohistochemical biomarkers in flat non-neoplastic urothelial lesions: WHO 2016 classification update with diagnostic algorithm. Biomarkers 2018; 23:305-314. [PMID: 29334244 DOI: 10.1080/1354750x.2018.1428360] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
CONTEXT The classification of flat non-neoplastic urothelial lesions has been evolved through the years in the attempt to better define a spectrum of morphologic entities with somewhat overlapping features. Differentiating these lesions is important because of differences in patient management and clinical outcome. Materials and methods and objective: A systematic review of the literature has been carried out in order to (1) assess the most striking clinical features of each lesion and (2) identify those morphological traits and immunophenotypical markers which may aid in the differential diagnosis. RESULTS AND CONCLUSION Our results point out the importance of a proper definition of flat non-neoplastic urothelial lesions in order to predict clinical behaviour and allow tailored patient management; therefore, we attempted to construct a novel and "easy to use" algorithm for a clear, standardized and evidence-based pathological diagnosis.
Collapse
Affiliation(s)
| | - Matteo Brunelli
- b Department of Pathology and Diagnostic , University of Verona , Verona , Italy
| | | | - Beppe Calò
- d Department of Urology and Renal Transplantation , University of Foggia , Foggia , Italy
| | - Vito Mancini
- d Department of Urology and Renal Transplantation , University of Foggia , Foggia , Italy
| | - Giuseppe Carrieri
- d Department of Urology and Renal Transplantation , University of Foggia , Foggia , Italy
| | - Luigi Cormio
- d Department of Urology and Renal Transplantation , University of Foggia , Foggia , Italy
| |
Collapse
|
3
|
Campos SG, Gonçalves BF, Scarano WR, Góes RM, Taboga SR. Phenotypic and metabolic aspects of prostatic epithelial cells in aged gerbils after antisteroidal therapy: turnover in the state of chromatin condensation and androgen-independent cell replacement. Acta Histochem 2014; 116:204-13. [PMID: 23942056 DOI: 10.1016/j.acthis.2013.07.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2013] [Revised: 07/02/2013] [Accepted: 07/03/2013] [Indexed: 10/26/2022]
Abstract
The gerbil is a rodent considered a good model for studies of prostatic morphophysiology under different experimental conditions. Studies involving castration and steroidal blockers of aged gerbils showed that the glandular epithelium persists after long-term therapy, preventing the organ atrophy. Thus, the objective of this study was to evaluate the phenotypic characteristics and behavior of prostatic epithelial cells that remained after different periods of hormone ablation in aged gerbils. The identification of elements that influenced the survival of this cell type was performed by morphometric, nuclear phenotypes, ultrastructural and immune histochemical analysis. The most significant responses to treatment, by analyzing morphometric features, were observed during the first three time points (day 1, day 3, and day 7), after which there appeared to be an adjustment of the gland to the hormone ablation. All treatments led to changes in the state of chromatin condensation, DNA methylation pattern and phenotypic changes indicated cell senescence. Additionally, an increase in the basal cells seemed to guarantee self-renewal properties to the epithelium. These data indicate that changes occur at many levels, including gene expression and nuclear architecture in the epithelial cells, when aging and steroidal blockade are associated. These aspects are important when considering castration-resistant prostate cancer, a malignant tumor posing difficult therapeutic intervention.
Collapse
|
4
|
Poplineau M, Trussardi-Régnier A, Happillon T, Dufer J, Manfait M, Bernard P, Piot O, Antonicelli F. Raman microspectroscopy detects epigenetic modifications in living Jurkat leukemic cells. Epigenomics 2012; 3:785-94. [PMID: 22126296 DOI: 10.2217/epi.11.102] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
AIMS Classical biochemical and molecular methods for discerning cells with epigenetic modifications are often biologically perturbing or even destructive. We wondered whether the noninvasive laser tweezer Raman spectroscopy technique allowed the discrimination of single living human cells undergoing epigenetic modifications. MATERIALS & METHODS Human Jurkat leukemic cells were treated with inhibitors of histone deacetylases (trichostatin A and MS-275). Epigenetic changes were monitored through histone electrophoresis, nuclear image cytometry and laser tweezer Raman spectroscopy. RESULTS Treatment of Jurkat cells with histone deacetylase inhibitors increased histone acetylation and induced chromatin organization changes. Characteristic vibrations, issued from laser tweezer Raman spectroscopy analyses, mostly assigned to DNA and proteins allowed discerning histone deacetylase inhibitor-treated cells from control with high confidence. Statistical processing of laser tweezer Raman spectroscopy data led to the definition of specific biomolecular fingerprints of each cell group. CONCLUSION This original study shows that laser tweezer Raman spectroscopy is a label-free rapid tool to identify living cells that underwent epigenetic changes.
Collapse
Affiliation(s)
- Mathilde Poplineau
- Unité MEDyC, UMR URCA CNRS 6237, IFR53, Faculté de Pharmacie, Université de Reims, Reims, France
| | | | | | | | | | | | | | | |
Collapse
|
5
|
Álvarez Kindelán J, Campos Hernández J, López Beltrán A, Requena Tapia M. [The 2004 WHO classification of bladder tumors: a summary and commentary]. Actas Urol Esp 2008; 31:978-88. [PMID: 18257367 DOI: 10.1016/s0210-4806(07)73761-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
The Key points of the latest World Health Organization (WHO) classification of non-invasive urothelial tumors are the following: the description of the categories has been expanded to improve their recognition: a tumor with particularly good prognosis (papillary urothelial neoplasm of low malignant potential) no longer carries the label of "cancer"; it avoids the use of ambiguous grading as grade 1/2 o 2/3 (as done in the 1973 WHO classification); the group of non-invasive high-grade carcinoma is large enough to virtually contain all those tumors having biological properties similar to those seen in invasive urothelial carcinoma, and a similarly high level of genetic instability. This scheme is meant to replace the 1973 WHO classification, but the use of both the 1973 and the latest WHO classification is recommended until the latter is sufficiently validated.
Collapse
|
6
|
Venkataraman G, Heinze G, Holmes EW, Ananthanarayanan V, Bostwick DG, Paner GP, Bradford-De La garza CM, Brown HG, Flanigan RC, Wojcik EM. Identification of patients with low-risk for aneuploidy: comparative discriminatory models using linear and machine-learning classifiers in prostate cancer. Prostate 2007; 67:1524-36. [PMID: 17683063 DOI: 10.1002/pros.20629] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND Prostate needle biopsy (PNB) ploidy status has proven utility to predict adverse outcomes after prostatectomy. We sought to develop models to predict ploidy status using clinicopathologic variables. METHODS We identified a cohort of 169 patients with a diagnosis of prostatic adenocarcinoma on PNB, and estimated ploidy status (determined using Feulgen stained biopsy tissue) using four predictors, including age, prebiopsy PSA, highest Gleason score (GS), and the percentage of involvement by carcinoma at the biopsy site with the highest GS (PCARBX). Logistic regression (LR), Neural Network (NN), and CART classifiers were constructed. RESULTS Univariate analyses revealed all four predictors to be significantly associated with ploidy status. On multivariable analyses, LR identified a 2-parameter model, including GS and PCARBX that had a significant ability to predict ploidy status with a 74% and 75% correct classification rate (CCR), respectively. Using the same variables, CART and NN yielded similar CCRs of 70.4%. Within GS = 6 cohort, the CART model classified over 90% of biopsies as diploid when patients had a PCARBX < 55% and a log(PSA) < 1.7. CONCLUSIONS Our study demonstrates that models using GS and PCARBX are able to predict PNB ploidy status with acceptable accuracy. While machine learning classifier-derived models yield similar accuracy as LR-derived models, the latter methodology has the distinct advantage of being applicable in future datasets to estimate case-specific predictions. This information may be useful in identifying potentially aneuploid patients, who can then be targeted for more aggressive therapy.
Collapse
Affiliation(s)
- Girish Venkataraman
- Department of Pathology, Loyola University Medical Center, Maywood, Illinois 60153, USA.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
7
|
Serrano D, Gandini S, Mariani L, Bonanni B, Santinelli A, Guerrieri-Gonzaga A, Pelosi G, Cassano E, Montironi R, Decensi A. Computer-assisted image analysis of breast fine needle aspiration in a randomized chemoprevention trial of fenretinide vs. placebo in HRT users. Breast 2007; 17:91-7. [PMID: 17768053 DOI: 10.1016/j.breast.2007.07.038] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2007] [Accepted: 07/24/2007] [Indexed: 10/22/2022] Open
Abstract
BACKGROUND Digital nuclear morphometric analysis can capture subtle differences along neoplastic progression. Studies showed different profiles from normal to cancer lesions. Our goal is to utilize this method as biomarker in chemoprevention trials. METHODS Postmenopausal women were randomized to oral (CEE) or transdermal (E2) estrogen replacement therapy (ERT) in association with fenretinide or placebo. Ultrasound-guided fine needle aspiration (FNA) was performed at baseline and after 12 months in a subset of subjects. RESULTS Ten samples were analyzed by karyometry. E2 compared with CEE increased nuclear area (p=0.01). A similar pattern was observed for other DNA content and chromatin texture features. Fenretinide vs. placebo, increased nuclear area and shape while decreased slope, peak and entropy. CONCLUSION Preliminary results indicate that nuclear morphometry is feasible on FNA samples. ERT and fenretinide induced significant karyometric changes. These results support further investigation of this procedure as surrogate biomarker in chemoprevention trial.
Collapse
Affiliation(s)
- Davide Serrano
- Division of Chemoprevention, European Institute of Oncology, Milan, Italy.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
8
|
Abstract
BACKGROUND Cytomics involves the analysis of cellular morphology and molecular phenotypes, with reference to tissue architecture and to additional metadata. To this end, a variety of imaging and nonimaging technologies need to be integrated. Spectral imaging is proposed as a tool that can simplify and enrich the extraction of morphological and molecular information. Simple-to-use instrumentation is available that mounts on standard microscopes and can generate spectral image datasets with excellent spatial and spectral resolution; these can be exploited by sophisticated analysis tools. METHODS This report focuses on brightfield microscopy-based approaches. Cytological and histological samples were stained using nonspecific standard stains (Giemsa; hematoxylin and eosin (H&E)) or immunohistochemical (IHC) techniques employing three chromogens plus a hematoxylin counterstain. The samples were imaged using the Nuance system, a commercially available, liquid-crystal tunable-filter-based multispectral imaging platform. The resulting data sets were analyzed using spectral unmixing algorithms and/or learn-by-example classification tools. RESULTS Spectral unmixing of Giemsa-stained guinea-pig blood films readily classified the major blood elements. Machine-learning classifiers were also successful at the same task, as well in distinguishing normal from malignant regions in a colon-cancer example, and in delineating regions of inflammation in an H&E-stained kidney sample. In an example of a multiplexed ICH sample, brown, red, and blue chromogens were isolated into separate images without crosstalk or interference from the (also blue) hematoxylin counterstain. CONCLUSION Cytomics requires both accurate architectural segmentation as well as multiplexed molecular imaging to associate molecular phenotypes with relevant cellular and tissue compartments. Multispectral imaging can assist in both these tasks, and conveys new utility to brightfield-based microscopy approaches.
Collapse
|
9
|
Ranger-Moore J, Alberts DS, Montironi R, Garcia F, Davis J, Frank D, Brewer M, Mariuzzi GM, Bartels HG, Bartels PH. Karyometry in the early detection and chemoprevention of intraepithelial lesions. Eur J Cancer 2005; 41:1875-88. [PMID: 16087328 DOI: 10.1016/j.ejca.2005.07.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2005] [Revised: 07/01/2005] [Accepted: 07/06/2005] [Indexed: 11/22/2022]
Abstract
The ideal chemopreventive agent targets pre-neoplastic changes and intraepithelial neoplasia, preventing progression over time without notable side effects. Assessment of success of chemopreventive intervention in the short and medium term remains a challenge, and in this review the suggestion is investigated that karyometric measurements constitute suitable markers of chemopreventive efficacy. Karyometry provides the sensitivity required to detect small differences amidst relatively high biological variability. It can help establish progression curves of intraepithelial neoplasia (IEN) to invasive cancer, and thus detect chemopreventive effects. Such effects can be observed in two ways, at the group level (intervention vs. placebo), and at the case (or patient) level. The latter is more difficult to establish, necessitating the development of specialised statistical methods. Analysis of between-case and within-case heterogeneity can reveal useful information about cancer progression and prevention. We suggest that karyometry can objectively quantify IEN progression, providing a framework for statistically securing chemopreventive effects. It can act as an integrating biomarker by detecting chemopreventive activity even when the mechanism for a given progression pathway is unknown, or when multiple pathways exist. The sensitivity of karyometric detection can help optimise the design of clinical trials of novel chemopreventive agents by decreasing trial duration and/or sample size.
Collapse
Affiliation(s)
- J Ranger-Moore
- University of Arizona, P.O. Box 245024, Tucson, Arizona, AZ 85724-5024, USA.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
10
|
Montironi R, Lopez-Beltran A. The 2004 WHO classification of bladder tumors: a summary and commentary. Int J Surg Pathol 2005; 13:143-53. [PMID: 15864376 DOI: 10.1177/106689690501300203] [Citation(s) in RCA: 167] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The key points of the latest World Health Organization (WHO) classification of non-invasive urothelial tumors are the following: the description of the categories has been expanded to improve their recognition; a tumor with particularly good prognosis (papillary urothelial neoplasm of low malignant potential) no longer carries the label of 'cancer'; it avoids the use of ambiguous grading such as grade 1/2 or 2/3 (as done in the 1973 WHO classification); the group of noninvasive high-grade carcinoma is large enough to virtually contain all those tumors having biological properties similar to those seen in invasive urothelial carcinoma, and a similarly high level of genetic instability. This scheme is meant to replace the 1973 WHO classification, but the use of both the 1973 and the latest WHO classifications is recommended until the latter is sufficiently validated.
Collapse
Affiliation(s)
- Rodolfo Montironi
- Institute of Pathological Anatomy and Histopathology, Polytechnic University of the Marche Region, Ancona, Italy
| | | |
Collapse
|
11
|
El-Khoury V, Gomez D, Liautaud-Roger F, Trussardi-Régnier A, Dufer J. Effects of the histone deacetylase inhibitor trichostatin A on nuclear texture and c-jun gene expression in drug-sensitive and drug-resistant human H69 lung carcinoma cells. Cytometry A 2005; 62:109-17. [PMID: 15517561 DOI: 10.1002/cyto.a.20088] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
BACKGROUND Texture analysis of chromatin patterns by image cytometry can be used in the development and refinement of diagnosis and prognosis of cancers and in the follow-up of therapies. However, little is known about the biological mechanisms underlying these patterns. Epigenetic mechanisms as histone posttranslational modifications and particularly histone acetylation could play a major role in the determination of these chromatin patterns and then influence nuclear texture measurements. METHODS This study examined the consequences of treatment by the histone deacetylase inhibitor trichostatin A (TSA) on the nuclear texture in human cell lines sensitive and resistant to chemotherapy. Small cell lung carcinoma H69 cells and their variant H69-VP, which is resistant to etoposide, were incubated with 100 ng/ml of TSA for 0 to 24 h. Nuclear texture was evaluated by image cytometry and compared with the histone H4 acetylation level measured by western blotting and expression of c-jun gene evaluated by reverse transcription and real-time polymerase chain reaction. RESULTS TSA treatment induced an increase in histone H4 acetylation level in both cell lines. However, at the level of chromatin texture, sensitive H69 cells displayed a progressive chromatin decondensation up to 24 h, whereas resistant H69-VP showed rapid (8 h) but transient changes. Similarly, expression of c-jun increased regularly in TSA-treated H69 cells. In H69-VP cells, an increase was also observed up to 12 h followed by a decrease after 24 h of treatment. CONCLUSIONS Analysis of nuclear texture appeared to be a sensitive technique to detect chromatin pattern alterations induced by the histone deacetylase inhibitor TSA in the H69 cell line and enabled the observation of chromatin pattern discrepancies between chemotherapeutic drug-sensitive and drug-resistant cells during this treatment. When c-jun gene expression was analyzed as gene sensitive to epigenetic control, these textural differences seemed to be correlated to gene expression.
Collapse
|
12
|
Brewer MA, Ranger-Moore J, Baruche A, Alberts DS, Greene M, Thompson D, Liu Y, Davis J, Bartels PH. Exploratory Study of Ovarian Intraepithelial Neoplasia. Cancer Epidemiol Biomarkers Prev 2005; 14:299-305. [PMID: 15734950 DOI: 10.1158/1055-9965.epi-04-0212] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
PURPOSE This was an exploratory study to test two hypotheses related to potential epithelial precursors to ovarian cancer: (a) histologically normal ovarian surface epithelium exhibited changes in the nuclear chromatin pattern, which indicate an ovarian abnormality, and (b) such changes were detectable in the ovarian surface epithelium of cancer-free subjects who were at high risk for ovarian cancer. EXPERIMENTAL DESIGN Ovaries were carefully collected to avoid damage to the surface epithelium. Five-micron-thick histologic sections were cut and stained with H&E. High-resolution images were recorded from the ovarian surface epithelium and from the underlying stroma of ovaries from normal women (10 cases), women at high risk of developing ovarian cancer (7 cases), and histologically normal areas adjacent to ovarian cancer (3 cases). Karyometric features and measurements of nuclear abnormality were computed for 3,390 epithelial nuclei. Discriminant function analyses and unsupervised learning algorithms were employed to define deviations from normal and to identify the subpopulations of nuclei exhibiting these changes. RESULTS Epithelium from ovaries harboring a malignant lesion had changes in the nuclear chromatin pattern consistent with a second phenotype, which were not visually detected with histopathologic surveillance. This phenotype was also present in the ovaries obtained from women at increased risk of ovarian cancer, suggesting that it may represent a premalignant abnormality. These changes were statistically significant. CONCLUSION The observed changes in karyometric features were sufficiently distinct to warrant further study as both diagnostic and prognostic biomarkers for early detection and prevention of ovarian cancer.
Collapse
Affiliation(s)
- Molly A Brewer
- Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, Arizona Cancer Center, Room 1968G, 1515 North Campbell Avenue, Tucson, AZ 85724-5024, USA.
| | | | | | | | | | | | | | | | | |
Collapse
|
13
|
Scarpelli M, Montironi R, Tarquini LM, Hamilton PW, López Beltran A, Ranger-Moore J, Bartels PH. Karyometry detects subvisual differences in chromatin organisation state between non-recurrent and recurrent papillary urothelial neoplasms of low malignant potential. J Clin Pathol 2004; 57:1201-7. [PMID: 15509685 PMCID: PMC1770490 DOI: 10.1136/jcp.2004.017608] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
AIM To analyse nuclear chromatin texture in non-recurrent and recurrent papillary urothelial neoplasms of low malignant potential (PUNLMPs). MATERIALS Ninety three karyometric features were analysed on haematoxylin and eosin stained sections from 20 PUNLMP cases: 10 from patients with a solitary PUNLMP lesion, who were disease free during at least eight years' follow up, and 10 from patients with unifocal PUNLMP, one or more recurrences being seen during follow up. RESULTS Kruskal-Wallis analysis was used to search for features showing significant differences between recurrent and non-recurrent cases. Significance was better than p<0.005 for more than 20 features. Based on significance, six texture features were selected for discriminant analysis. Stepwise linear discriminant analysis reduced Wilk's lambda to 0.87, indicating a highly significant difference between the two multivariate data sets, but only modest ability to discriminate (70% correct case classification). A box sequential classifier was used based on data derived from discriminant analysis. The classifier took three classification steps and classified 19 of the 20 cases correctly (95% correct case classification). To determine whether significant case grouping could also be obtained based on an objective criterion, the merged data sets of non-recurrent and recurrent cases were submitted to the unsupervised learning algorithm P-index. Two clusters were formed with significant differences. The subsequent application of a Cooley/Lohnes classifier resulted in an overall correct case classification rate of 85%. CONCLUSIONS Karyometry and multivariate analyses detect subvisual differences in chromatin organisation state between non-recurrent and recurrent PUNLMPs, thus allowing identification of lesions that do or do not recur.
Collapse
Affiliation(s)
- M Scarpelli
- Section of Pathological Anatomy and Histopathology, Polytechnic University of the Marche Region, I-60020 Ancona, Italy
| | | | | | | | | | | | | |
Collapse
|
14
|
Montironi R, Thompson D, Scarpelli M, Mazzucchelli R, Peketi P, Hamilton PW, Bostwick DG, Bartels PH. Karyometry detects subvisual differences in chromatin organization state between cribriform and flat high-grade prostatic intraepithelial neoplasia. Mod Pathol 2004; 17:928-37. [PMID: 15105811 DOI: 10.1038/modpathol.3800142] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
This digital texture analysis-based study evaluates the chromatin organization state in flat and cribriform high-grade prostatic intraepithelial neoplasia (PIN), in the adjacent normal looking secretory epithelium and in the co-occurring adenocarcinoma. Digital texture analysis (karyometry) was carried out on hematoxylin and eosin-stained sections from 24 radical prostatectomy specimens with high-grade PIN (12 with flat and 12 with cribriform architectural pattern, respectively) and cancer. Quantification was also conducted on the normal looking secretory epithelium. Discriminant analysis and the nonsupervised learning algorithm P-index were used to identify suitable subsets of features useful for the discrimination and classification of pathological groups and to explore multivariate data structure in the pathological subgroups. The average nuclear abnormality increases monotonically from the histologically normal appearing secretory epithelium to high-grade PIN and to adenocarcinoma. The nuclei from the so-called perimeter compartment of the flat high-grade PIN lesions show a higher nuclear abnormality compared to the nuclei of the cribriform high-grade PINs. Discriminant analysis shows that flat and cribriform high-grade PINs fall into two populations. Processing by the nonsupervised learning algorithm P-index revealed the existence of three well-defined, distinct subpopulations of nuclei of different chromatin phenotype. In the flat high-grade PIN lesions the proportions of nuclei in the three subpopulations are 16.5% (low abnormality), 25.0% (mid abnormality) and 58.5% (high abnormality), respectively. In the cribriform high-grade PIN lesions, 100% of the nuclei are in the mid-abnormality subpopulation. These differences are also discernible in the co-occurring adenocarcinoma and the histologically normal appearing secretory epithelium. To conclude, karyometry and statistical analysis detect the existence of distinct cell subpopulations of different chromatin packaging and phenotype, with the nuclei from the flat high-grade PIN lesions, adjacent normal looking epithelium and co-occurring adenocarcinoma expressing a greater nuclear abnormality than in the specimens with cribriform high-grade PIN.
Collapse
Affiliation(s)
- Rodolfo Montironi
- Institute of Pathological Anatomy and Histopathology, Polytechnic University of the Marche Region, Ancona, Italy.
| | | | | | | | | | | | | | | |
Collapse
|