An application of mathematical morphology to analysis of the size and shape of nuclei in tissue sections of non-Hodgkin's lymphoma

Using principles from the theory of mathematical morphology, a semiautomatic analysis of the size and shape of cell nuclei on tissue sections was carried out on a Leitz Texture Analysis System (Leitz-TAS). The four parameters proposed here are more discriminatory than conventional shape evaluation by the form factor (FF), which is based on the ratio of perimeter squared to area. The parameters quantified, respectively, nuclear elongation (ND), narrow (R1) and wide (R2) irregularities, and the distribution of R1 and R2 along the nuclear contour (ID). The properties of these parameters were tested nucleus-by-nucleus on 24 nuclear models. The methodology was then illustrated by a study of lymph node nuclei in non-Hodgkin's lymphoma (NHL). Prior to analysis, 45 lymphomas were classified into five categories of nuclear size and shape according to the International Working Formulation (IWF). Two hundred nuclei were measured on each lymph node section. Statistical interpretation was based upon an analysis of the nuclear surface area on sections and upon the mean values of R1, R2, and ND, the standard deviations of R1 and R2, and the percentage of cleaved nuclei detected by ID. The mean value of R2 discriminated best between the two sets of populations with regular and irregular nuclear contours, respectively. Parameters R1, ND, and ID permitted the distinction of certain NHL cases among populations with irregular nuclei. Nuclear invaginations decreased in depth as the nuclear area became greater. The median surface area was well correlated to the IWF, and the skewness coefficient (third statistical moment of the nuclear surface area distribution) was related to the number of nuclear size or shape subpopulations.     

Application of different methods for nuclear shape analysis with special reference to the differentiation of brain tumors

OBJECTIVE: To study the discriminatory power of different methods designed for nuclear shape analysis with reference to the differentiation and grading of brain tumors and the differentiation between proliferating and nonproliferating nuclei. STUDY DESIGN: At least 300 tumor cell nuclei per case were measured by means of a digital image analysis system. Fourier amplitudes no. 1 to 15, moments no. 1 to 7 according to Hu, roundness factor, ellipse shape factor, concavity factor, Feret ratio, fractal dimension and bending energy were determined for each nucleus. The discriminatory power of these parameters was tested in three pairwise comparisons: (1) oligodendrogliomas WHO grade II (n = 13) vs. grade III (n = 11), (2) medulloblastomas WHO grade IV (n = 14) vs. anaplastic ependymomas WHO grade III (n = 12), (3) Ki-67-positive vs. Ki-67-negative tumor cell nuclei in the 14 medulloblastomas. RESULTS: When data from Fourier analysis were included in statistical analysis, cross-validated discriminant analysis led to a 100% correct reclassification for the first and for the second pairwise comparison and to a 75% correct reclassification when comparing Ki-67-positive and Ki-67-negative nucleifrom medulloblastomas. Different combinations of the other shape parameters led to a lower percentage of correctly reclassified cases for all three pairwise comparisons, especially when Fourier analysis was not included in the analysis. CONCLUSION: Fourier analysis provided an optimal statistical discrimination between different brain tumor entities and between data sets from proliferating and nonproliferating tumor cell nuclei. Since nuclear shape is an important criterion for the investigation of tumors, the application of Fourier analysis is therefore recommended for quantitative histologic investigations in neuro-oncology.     

Karyometric features in nuclei near colonic adenocarcinoma. Statistical analysis.

The normal mucosa adjacent to colonic adenocarcinoma (marginal or transitional mucosa) has been shown to have subtle alterations of architecture, surface glycoproteins and proliferative activity. To evaluate possible changes in nuclear configurations in this marginal mucosa, a large set of cytometric features was evaluated using a computer-assisted video analysis system. Preliminary statistical analysis of the measurements identified six nuclear features useful for discriminating marginal mucosa nuclei from normal (control) mucosa nuclei: total optical density (OD), nuclear area, chromatin texture (from gray value cooccurrence matrix), chromatin coarseness, average OD of nuclear staining and peripheral tendency of the chromatin in the nucleus. An analysis of variance revealed that both patient-to-patient and gland-to-gland variation would limit the usefulness of any one feature as a screening tool. As a group, however, these six features should be investigated further as markers of preneoplastic changes in histologically normal-appearing mucosa.     

Structure-activity studies leading to (-)1-(benzofuran-2-yl)-2-propylaminopentane, ((-)BPAP), a highly potent, selective enhancer of the impulse propagation mediated release of catecholamines and serotonin in the brain

The catecholaminergic and serotoninergic neurons in the brain change their performance according to the physiological need via a catecholaminergic/serotoninergic activity enhancer (CAE/SAE) mechanism. Phenylethylamine (PEA), tyramine and tryptamine are the presently known endogenous CAE/SAE substances which enhance the impulse propagation mediated release of catecholamines and serotonin in the brain. A PEA derivative, (-)deprenyl (selegiline), known as a selective inhibitor of MAO-B, is for the time being the only CAE/SAE substance in clinical use. Aiming to develop a selective CAE/SAE substance much more potent than (-)deprenyl, a series of new 1-aryl-2-alkylaminoalkanes, structurally unrelated to PEA and the amphetamines, was designed and prepared. Among them, (-)1-(benzofuran-2-yl)-2-propylaminopentane ((-)BPAP) was selected as a promising candidate substance for further studies. (-)BPAP significantly enhanced in rats the impulse propagation mediated release of catecholamines and serotonin in the brain 30min after acute injection of 0.36nmol/kg sc. In the shuttle box, (-)BPAP was in rats about 130 times more potent than (-)deprenyl in antagonizing tetrabenazine induced inhibition of performance. (+/-)BPAP protected cultured hippocampal neurons from the neurotoxic effect of beta-amyloid in 10(-14)-10(-15)M concentration.     

Regional heterogeneity of EGFR gene amplification and nuclear morphology in glioblastomas. An investigation using laser microdissection and pressure catapulting

OBJECTIVE: To study the regional heterogeneity of epidermal growth factor receptor (EGFR) gene amplification (EGFR-GA) in glioblastomas, considering the relationship between this mutation and morphology of tumor cell nuclei. STUDY DESIGN: Tissue samples gained by laser microdissection and pressure catapulting were used for the performance of differential polymerase chain reaction in 32 morphologically different regions from 7 glioblastomas. Semiquantitative determination of EGFR expression and image analysis of tumor cell nuclei were performed in the same regions. RESULTS: Distinct regional differences concerning the degree of EGFR-GA were found in 2 tumor cases. When comparing regions with different degrees of gene amplification within these cases, morphologic differences in tumor cell nuclei were observed. The other tumor cases also showed distinct intratumoral heterogeneity concerning histomorphology but no regional heterogeneity in the degree of EGFR-GA. When comparing regions with a low densitometric EGFR/interferon (INF) band ratio (< 2.19, n = 18) and a high EGFR/IFN band ratio (> 4.39, n = 14), the latter type of region showed a significantly higher percentage of Ki-67--positive tumor cell nuclei and lower values for several shape variables (Fourier amplitudes), indicating a tendency toward a more regular nuclear shape in regions with distinct EGFR-GA. For the EGFR/IFN band ratio, a significant correlation was found with several morphometric variables, especially those of nuclear shape and distances between nuclei. CONCLUSION: In glioblastomas showing regional heterogeneity in the degree of EGFR-GA, morphology of tumor cell nuclei has been shown to be different when comparing regions with different degrees of EGFR-GA. Glioblastomas may also show distinct regional heterogeneity of histomorphology without evidence of regional heterogeneity of EGFR-GA. A significant statistical association has been confirmed between the degree of EGFR-GA and quantitative morphology of tumor cell nuclei.     

Sexual hormones terminate in the rat: the significantly enhanced catecholaminergic/serotoninergic tone in the brain characteristic to the post-weaning period

The amount of dopamine released from the striatum, substantia nigra and tuberculum olfactorium, noradrenaline from locus coeruleus and serotonin from the raphe, was significantly higher in four and five weeks old rats than in three month old ones, proving that the catecholaminergic/serotoninergic activity enhancer (CAE/SAE) regulation works unrestrained during developmental longevity and is restricted thereafter. As the dampening of the CAE/SAE regulation (end to the second month of age) coincided temporally with the appearance of sexual hormones, we castrated three weeks old male and female rats and measured at the end of the third month of their life the release of catecholamines and serotonin from selected discrete brain regions. The amount of catecholamines and serotonin released from the neurons was significantly higher in castrated than in untreated or sham operated rats, signalting that sexual hormones inhibit the CAE/SAE regulation in the brain. We therefore treated male and female rats s.c. with oil (0.1 ml/rat), testosterone, (0.1 mg/rat), estrone (0.01 mg/rat) and progesterone (0.5 mg/rat), respectively, and measured their effect on the CAE/SAE regulation. Twenty-four hours after a single injection with the hormones, the release of noradrenaline, dopamine and serotonin was significantly inhibited in the testosterone or estrone treated rats, but remained unchanged after progesteron treatment. In rats treated with a single hormone injection, testosterone in the male and estrone in the female was the significantly more effective inhibitor. Remarkably, the reverse order of potency was found in rats treated with daily hormone injections for 7 or 14 days. After two-week treatment with the hormones estrone was in the male and testosterone in the female the significantly more potent inhibitor of the CAE/SAE regulation. The data indicate that sexual hormones terminate the hyperactive phase of adolescence by dampening the impulse propagation mediated release of catecholamines and serotonin in the brain.     

Stereologic correlates of steroid receptor concentration in invasive ductal breast cancer

The hypothesis was tested that morphometric parameters of tumor cell nuclei correlate with the steroid receptor concentration in mammary carcinoma. In 50 consecutive mastectomy specimens with a diagnosis of invasive ductal cancer in which estrogen receptor (ER) and progesterone receptor (PR) concentrations had been assayed quantitatively, morphometric measurements were performed on four visual fields of two sections per case. The fields were sampled from the most cellular regions of the tumor. The number of tumor cell nuclear profiles per tissue area, the nuclear profile area and the long and short nuclear profile axes and their ratios were measured with a semiautomatic image analysis system. Estimates of the number of tumor cell nuclei per tissue volume (Nv) and of the mean tumor cell nuclear volume (V) were obtained by standard stereologic techniques. Association between the morphometric and biochemical parameters was tested by Spearman's rank correlation coefficient. Nv correlated positively with the steroid receptor concentration whereas V correlated negatively with both ER and PR concentrations. A correlation of the receptor concentrations to the standard deviation of the nuclear area or the mean ratio of the nuclear axes could not be demonstrated. These results suggest that receptor-rich tumors have a large number of small tumor cell nuclei whereas receptor-poor tumors have a small number of large tumor cell nuclei per tissue volume in the actively proliferating, highly cellular regions. These differences are not accompanied by significant changes in nuclear size variability or nuclear shape.     

Correlation between preoperative magnetic resonance spectroscopic data on high grade gliomas and morphology of Ki-67-positive tumor cell nuclei

OBJECTIVE: To investigate possible statistical correlations between metabolic data from preoperative proton magnetic resonance spectroscopy (1HMRS) and morphology of proliferating tumor cell nuclei in anaplastic gliomas and glioblastomas. STUDY DESIGN: Ki-67-positive tumor cell nuclei in paraffin sections of surgical specimens from 36 patients (7 anaplastic gliomas, World Health Organization grade 3; 29 glioblastomas, World Health Organization grade 4) were investigated by means of a digital image analysis system. Stringent inclusion criteria were formulated for all cases with respect to histologic quality and spectroscopic examination. As morphometric variables, nuclear area, shape variables (roundness factor, size-invariate Fourier amplitudes) and density of Ki-67-positive tumor cell nuclei per reference area were determined. RESULTS: Correlation analysis according to Spearman revealed a significant positive correlation between the total creatine (TCR) peak and nuclear area (P = .005). This correlation was also found within the glioblastoma group (P = .019). There was also a significant negative correlation of nuclear area with the ratio between choline and TCR in all cases (P = .014) and within the glioblastoma group (P = .046). No significant correlation of spectroscopic data was found with nuclear shape or density of Ki-67-positive tumor cell nuclei. CONCLUSION: The results demonstrate a correlation between spectroscopic data and morphology of proliferating tumor cell nuclei (nuclear size) in high grade gliomas. This study is part of a detailed investigation of the interrelationship between preoperative 1HMRS and quantitative histomorphology of gliomas.     

Comparative analysis of the destroying effects of prednisolone and irradiation of lymphoid cells]

The hormone-induced and post-irradiation changes in the molecular weight of a single-stranded DNA (SSDNA) in alkaline nuclear lysates and the activities of DNAses and pyknotic nuclei from rat thymocytes were studied. It was shown that 1 hr after injection of prednisolone (1 mg per 100 g of body weight) the molecular weight of SSDNA in the lymphoid organs is decreased with a subsequent increase by the 6th hour. The hormone-induced degradation of DNA is not accompanied by any marked increase in the activities of DNAses or by an appearance of pykotic nuclei in the thymocytes. The irradiation of the animals at a dose of 900 R leads to an irreversible decrease of the molecular weight of SSDNA in the lymphoid organs, to a steady increase of the DNAse activity and a sharp increase of the amount of pyknotic nuclei in the thymocytes. Studies on the mechanism of post-hormonal degradation of DNA in rat thymocytes in vitro demonstrated that prednisolone exerts its effects on the early and late stages of DNA degradation.     

Nodal presentation of nasal-type NK/T-cell lymphoma. Report of two cases with fine needle aspiration cytology findings

BACKGROUND: Epstein-Barr virus (EBV)-associated NK/T-cell lymphoma typically occurs in extranodal sites, such as nasal cavity, nasopharynx, gastrointestinal tract, skin, testis and salivary gland. Secondary lymph node involvement is rarely encountered until late in the disease course. The fine needle aspiration cytology of NK/T-cell lymphoma with a nodal presentation has not been described before. CASES: Two cases of nasal-type (extranasal) NK/T-cell lymphoma with a nodal presentation were seen at Pamela Youde Nethersole Eastern Hospital, Hong Kong. Both patients presented with submandibular lymph node enlargement but unremarkable peripheral blood and bone marrow findings. Fine needle aspiration cytology was available in both cases, showing a heterogeneous population of small to medium-sized lymphoid cells, follicular center cells, plasma cells, eosinophils and some histiocytes. The medium-sized lymphoid cells showed readily discernible nuclear atypia with an irregular nuclear outline. Cell block sections revealed occasional lymphoid cells with pleomorphic nuclei. Immunocytochemical study confirmed the presence of CD56-positive lymphoma cells. In situ hybridization for EBV-encoded RNA also revealed positive nuclear signals. Histologic examination of the surgical biopsies showed interfollicular expansion by malignant lymphoid cells. Immunoglobulin heavy chain gene and T-cell receptor gene rearrangement studies demonstrated a germline pattern, confirming the putative NK (natural killer cell), non-B and non-T lineage of the lymphoma cells. CONCLUSION: Nodal presentation of NK/T-cell lymphoma, though rare, is diagnosable on the basis of fine needle aspiration biopsy alone, especially in view of its distinctive immunophenotype and EBV association. Recognition of the subtle but definite cytologic atypia of malignant lymphoid cells and presence of an appropriate background (including more eosinophils than usual), together with proper application of ancillary techniques, is crucial to arriving at a correct diagnosis.     

Nuclear Morphometric Analysis (NMA): Screening of Senescence, Apoptosis and Nuclear Irregularities

Several cellular mechanisms affect nuclear morphology which can therefore be used to assess certain processes. Here, we present an analytic tool to quantify the number of cells in a population that present characteristics of senescence, apoptosis or nuclear irregularities through nuclear morphometric analysis. The tool presented here is based on nuclear image analysis and evaluation of size and regularity of adhered cells in culture. From 46 measurements of nuclear morphometry, principal component analysis filtered four measurements that best separated regular from irregular nuclei. These measurements, namely aspect, area box, radius ratio and roundness were combined into a single nuclear irregularity index (NII). Normal nuclei are used to set the parameters for a given cell type, and different nuclear phenotypes are separated in an area versus NII plot. The tool was validated with β-gal staining for senescence and annexin or caspases inhibitor for apoptosis as well as several treatments that induce different cellular phenotypes. This method provides a direct and objective way of screening normal, senescent, apoptotic and nuclear irregularities which may occur during failed mitosis or mitotic catastrophe, which may be very useful in basic and clinical research.     

Nuclear morphometry and estrogen receptors in infiltrating ductal carcinoma of the breast

In this study ten cases of breast infiltrating ductal carcinoma have been considered. In all of them the content of ER has been evaluated by using monoclonal antibodies. Five of them were ER positive and five were ER negative. For the morphometric study ten nuclei of each case have been considered. By using the S.A.M. (Shape Analytical Morphometry) work-station an analytical study of the nuclear shape was performed. The first step was the extraction of fundamental shape which describes the basic shape of original contour without its irregularities. It was obtained by using two parametric equations. The second step was the evaluation of shape asymmetry by S.A.E. (Shape Asymmetry Evaluator). Finally the contour irregularities were evaluated by Fourier analysis. Along with analytical parameters, dimensions (area, perimeter and maximum diameter) were considered too. All obtained data were submitted to univariate statistical analysis (Student's T test) to compare the two groups (ER positive and ER negative tumors). Area, perimeter and maximum diameter were significatively greater in ER negative cases while analytical parameters were not discriminant between the two groups.     

Developmental control of nuclear morphogenesis and anchoring by charleston, identified in a functional genomic screen of Drosophila cellularisation

Morphogenesis of epithelial tissues relies on the precise developmental control of cell polarity and architecture. In the early Drosophila embryo, the primary epithelium forms during cellularisation, following a tightly controlled genetic programme where specific sets of genes are upregulated. Some of them, for example, control membrane invagination between the nuclei anchored at the apical surface of the syncytium. We used microarrays to describe the global programme of gene expression underlying cellularisation and identified distinct classes of upregulated genes during this process. Fifty-seven genes were then tested functionally by RNAi. We found six genes affecting various aspects of cellular architecture: membrane growth, organelle transport or organisation and junction assembly. We focus here on charleston (char), a new regulator of nuclear morphogenesis and of apical nuclear anchoring. In char-depleted embryos, the nuclei fail to maintain their elongated shape and, instead, become rounded. In addition, together with a disruption of the centrosome-nuclear envelope interaction, the nuclei lose their regular apical anchoring. These nuclear defects perturb the regular columnar organisation of epithelial cells in the embryo. Although microtubules are required for both nuclear morphogenesis and anchoring, char does not control microtubule organisation and association to the nuclear envelope. We show that Char is lipid anchored at the nuclear envelope by a farnesylation group, and localises at the inner nuclear membrane together with Lamin. Our data suggest that Char forms a scaffold that regulates nuclear architecture to constrain nuclei in tight columnar epithelial cells. The upregulation of Char during cellularisation and gastrulation reveals the existence of an as yet unknown developmental control of nuclear morphology and anchoring in embryonic epithelia.     

EGFR gene amplification in glioblastomas. Is there a relationship with morphology of tumor cell nuclei and proliferative activity?

OBJECTIVE: To confirm a relationship between histomorphology of glioblastomas and amplification of the gene for the epidermal growth factor receptor (EGFR) as the most important molecular biologic alteration in these tumors. STUDY DESIGN: In paraffin sections of surgical specimens from 71 primary resected glioblastomas, tumor cell nuclei in the region with the highest proliferative activity (Ki-67 immunostaining) were investigated morphometrically. Shape variables (roundness factor, Fourier amplitudes) and nuclear area were measured. Additionally, the numerical density of Ki-67-positive tumor cell nuclei was estimated. Differential polymerase chain reaction (PCR) was performed from paraffin sections of the same tumor area. The signals for the EGFR gene and IFN gamma reference gene were quantified densitometrically. RESULTS: Cases with distinct EGFR gene amplification (EGFR/IFN ratios > 5) revealed significantly lower mean values for several Fourier amplitudes, indicating a more regular nuclear shape when compared with cases without evidence of EGFR gene amplification (EGFR/IFN-ratios < or = 1). The Ki-67 index and nuclear area showed no significant differences between these groups. Although a large variation in nuclear morphology was observed for cases without evidence of EGFR gene amplification, discriminant analysis based on morphometric variables provided a good separation of these cases from cases with distinct EGFR gene amplification, with a high percentage of statistically correct reclassified cases. CONCLUSION: Our results provide evidence of a relationship between genetic alterations and histomorphology of glioblastomas.     

Karyometry and histometry of renal-cell carcinoma

In an attempt to more objectively predict the outcome of renal cancers, karyometric and histometric studies were performed using an interactive computer-based system for the quantitative analysis of tissue sections. Analysis showed a significant relationship between patient survival and metastases and the histometric parameters of nuclear elongation, nuclear crowding and mitotic density, as well as tumor grade. Patients who died tended to have a high mitotic density, elongated and crowded nuclei and high-grade tumors. Ploidy showed no significant correlation with prognosis while nuclear elongation and crowding did. Differences in histologic grade were significantly associated with several histometric variables, including nuclear area, shape, crowding, elongation and mitotic density.     

Karyometric marker features in tissue adjacent to in situ cervical carcinomas

Subtle changes in nuclear chromatin structure have been documented in the histologically normal mucosa adjacent to neoplastic lesions. To evaluate the expression of such "marker features" in tissue adjacent to squamous carcinomas in situ (CIS) of the uterine cervix, normal-appearing ectocervical tissues from five cases of CIS were compared with ectocervical tissues from control patients with squamous metaplasia. Formalin-fixed, paraffin-embedded tissue sections were Feulgen stained and analyzed with the microTICAS video microphotometer. Discriminant analysis revealed seven features that helped to distinguish nuclei from ectocervical tissue adjacent to CIS from those of control tissue. These features reflected changes in nuclear shape and chromatin distribution that were not detected by routine histopathologic analysis. The findings may reflect a subtle premalignant change in the apparently normal mucosa adjacent to a cervical neoplasm; they may also reflect the influence of the neoplasm on the adjacent mucosa.     

Shape analysis of tumor cell nuclei in ependymomas by means of Fourier analysis

OBJECTIVE: To study the prognostic significance of nuclear shape analysis in ependymomas. STUDY DESIGN: Tumor cell nuclei in surgical specimens of primary resected ependymomas from 30 patients were evaluated by means of Fourier analysis of nuclear contours, conventional morphometric features (nuclear area, shape factor) and the Ki-67 proliferation index. Fourier analysis can be used for decomposing an irregular nuclear contour by calculating "Fourier amplitudes." Tumors with different tumor grades according to the World Health Organization were compared, as were patients with and without recurrence of ependymomas. Planimetric data were further correlated with the Ki-67 index. RESULTS: t Test and multivariate analysis showed distinct differences between ependymomas with tumor grade 3 and the other tumor grades. Cross-validated, stepwise discriminant analysis with the event of recurrence as grouping variable revealed correct reclassification in 16/18 cases without recurrence and of 10/12 cases with recurrence. When considering just intracranial ependymomas with total surgical removal, Fourier amplitudes provided 100% correct reclassification concerning recurrence. Proliferation index, in contrast, showed considerable overlap between all tumor grades and between cases with and without recurrence. CONCLUSION: Quantification of the shape of tumor cell nuclei in ependymomas by means of Fourier analysis has prognostic significance and seems to be superior to the Ki-67 index.