Assessing the landscape of ovarian serous borderline tumors.

AIM: To compare distinct clinicopathological features between atypical proliferative serous tumors and non-invasive low-grade ovarian serous carcinomas. METHODS: Our study group comprised 203 cases of serous borderline tumors sub-classified as atypical proliferative serous tumors or as non-invasive low-grade serous carcinomas. All pathological features related to borderline tumors were re-evaluated by two gynecological pathologists. Data concerning recurrences and survival were retrieved from the medical records of the patients. RESULTS: When comparing atypical proliferative serous tumors to non-invasive low-grade serous carcinomas, the latter were statistically related to advanced stage at diagnosis, bilateral disease, exophytic pattern of growth, microinvasive carcinoma, and the presence of invasive implants. In univariate analysis, recurrences were statistically related to the exophytic pattern of growth, to microinvasion, and to the presence of implants (both invasive and non-invasive). Nevertheless, in multivariate analysis, only microinvasion and the presence of invasive implants were related to recurrence. Women who eventually succumbed to the disease were only those with invasive implants. Their ovarian tumor was either a non-invasive low-grade serous carcinoma or an atypical proliferative serous tumor with 'minimal' micropapillary pattern. Neither lymph node involvement nor endosalpingiosis seemed to influence the course of the disease. CONCLUSIONS: The results of our study underline the increased possibility of non-invasive low-grade serous carcinomas to be related with features indicative of aggressive behavior as opposed to atypical proliferative serous tumors. Nevertheless, irrespective of tumor histology, the presence of invasive implants and microinvasion were the only independent prognostications of recurrence.

Identifiable Risk Factors for Lymph Node Metastases in Grade 1 Endometrial Carcinoma.

OBJECTIVE: The aim of this study was to evaluate the clinicopathological features related to lymph node metastases in grade 1 endometrial carcinomas. MATERIALS AND METHODS: Five hundred ninety-nine cases of endometrial carcinoma treated with total hysterectomy bilateral salpingo-oophorectomy and pelvic lyphadenectomy between 2001 and 2015 were retrieved from the pathology files of IASO Women's Hospital, Athens, Greece. Of these, 345 were grade 1 endometrioid carcinomas and were included in the study. Features such as the age of the patients, the stage, the location, and size of the tumors, as well as the existence of microcystic, elongated, and fragmented pattern invasion or lymph vascular space invasion, were estimated. RESULTS: In our cohort of endometrial carcinomas, features related to an increased risk of lymph node metastases were stages IB or higher; the location of the tumor in the lower uterine segment; the identification of microcystic, elongated, and fragmented pattern of invasion; and the existence of lymph vascular emboli. When considering the size of the tumors, only stage IA myoinvasive cancers of larger than 4 cm in diameter were significantly associated with nodal disease. In addition, a statistically significant relationship was found between the number of excised lymph nodes and the possibility to detect nodal disease. CONCLUSIONS: Full surgical staging carries a substantial risk of operative complications, and, indeed, it can be avoided in most cases of grade 1 endometrial carcinomas. Nevertheless, even in the low-risk group of patients, there are clinicopathological parameters that should alert the clinician for the possibility of a more disseminated disease.

Mucinous epithelial lesions in endometrial curettage material: a diagnostic challenge.

AIM: To evaluate the immunohistochemical expression of several benign or malignant mucinous lesions that can be encountered in endometrial curettage material. MATERIALS AND METHODS: Nineteen well-differentiated mucinous endometrial carcinomas, 12 papillary mucinous metaplasias, 11 cervical microglandular hyperplasias, 11 endocervical adenocarcinomas, 2 goblet cell metaplasias, 1 minimal-deviation adenocarcinoma, and 1 lobular endocervical glandular hyperplasia entered the study. Immunohistochemistry was performed with the following antibodies against: estrogen receptors, progesterone receptors, vimentin, p16, p63, carcinoembryonic antigen, and Ki-67. RESULTS: Immunohistochemistry could easily distinguish endocervical adenocarcinoma of usual type from all other lesions under study. A Vim(-)/p16(-)/p63(high) signature was found to favor a cervical microglandular hyperplasia, whereas both mucinous endometrial carcinoma and mucinous papillary metaplasia would be preferentially characterized by a Vim(+)/p16(+)/p63(low) immunophenotype. A high Ki-67 expression would be of help in differentiating the latter 2 conditions. Statistically, the expression of estrogen receptors, progesterone receptors, and carcinoembryonic antigen did not aid in the differential diagnosis of these 3 conditions. For the 4 cases representing goblet cell metaplasia, minimal-deviation adenocarcinoma and lobular endocervical glandular hyperplasia, no results could be drawn. CONCLUSIONS: In endometrial curettage material, the differential diagnosis of lesions comprising mucinous epithelium might be rendered by combining the immunohistochemical expression of vimentin, p16, p63, and Ki-67. Of all lesions, endocervical adenocarcinoma of usual type is the most easily identified.

MELF invasion in endometrial cancer as a risk factor for lymph node metastasis.

AIM: To investigate whether the microcystic, elongated and fragmented (MELF) pattern of myometrial invasion encountered in certain endometrioid endometrial carcinomas can be considered as a risk factor for lymph node metastasis. METHODS AND RESULTS: A total of 351 cases of total abdominal hysterectomy and bilateral salpingo-oophorectomy with/without lymphadenectomy or lymph node sampling, performed for endometrioid endometrial adenocarcinoma, were included in this study. The existence of MELF invasion, vascular invasion, fibromyxoid stromal reaction and lymph node metastasis were recorded. Immunohistochemistry for endothelial and epithelial markers was performed on selected cases. MELF invasion was identified in 20 (10.81%) and 13 cases (13.13%) treated without and with lymphadenectomy, respectively. All these cases were either well or moderately differentiated carcinomas, stages IA-II (without considering lymph node status). Positive lymph nodes were detected in seven of 13 MELF-positive (53.84%) and six of 86 MELF-negative cases (6.97%) This observation was statistically significant. Of the seven MELF-positive tumours with lymph node metastasis, three cases exhibited intravascular tumour emboli while four showed a fibromyxoid stromal reaction. CONCLUSION: MELF pattern invasion was found to be related statistically to lymph node metastasis. Nevertheless, further studies are needed in order to evaluate the clinical significance of this observation.

p16 INK4A is a strong biomarker for cervical intraepithelial neoplasia and invasive cervical carcinoma: a reappraisal.

To assess the role of p16( INK4A), bcl-2, and p53 in cervical cancer screening, we conducted a retrospective trial of prospectively collected data. Sixty two women with abnormal Pap smears were subjected to colposcopy and biopsies from any abnormal lesion. Human papillomavirus (HPV)-DNA typing, histology, and immunochemistry for p16(INK4A), bcl-2, and p53 were performed for these women. Histologic diagnosis was that of low grade squamous intraepithelial lesion (LSIL), high grade squamous intraepithelial lesion (HSIL), or cancer in all cases. Human papillomavirus strains were identified in 56 patients (90.3%). All HSIL and invasive cancer cases were HPV positive. p16(INK4A) immunostaining yielded 100% sensitivity, 76% specificity, 61% positive predictive value, and 100% negative predictive value in cancer patients. The corresponding performance indicators for HSIL patients were 75%, 62%, 32%, and 91%. bcl-2 and p53 expression did not correlate with worsening grades of cervical disease. We conclude that p16(INK4A) seems to be a sensitive biomarker of high grade cervical intraepithelial neoplasia and cancer.

Correlation of NK T-like CD3+CD56+ cells and CD4+CD25+(hi) regulatory T cells with VEGF and TNFalpha in ascites from advanced ovarian cancer: Association with platinum resistance and prognosis in patients receiving first-line, platinum-based chemotherapy.

BACKGROUND: Several cytokines have been associated with immune regulation and prognosis in ovarian cancer. CD4+CD25+ Tregs and CD3+CD56+ NK-like T cells are involved in the immune response against the tumor. We have investigated the association of cytokines in the ascites from patients with ovarian cancer with these populations, the platinum resistance and the prognosis of these patients. PATIENTS AND METHODS: Ascites from 64 patients with ovarian cancer was analysed. Forty-two patients were studied at diagnosis (FIGO stage III in 40 cases) and were treated with cytoreductive surgery and platinum-based chemotherapy. Ascites from 9 patients with cirrhosis was used as control. Vascular endothelial growth factor (VEGF), tumor necrosis factor-alpha (TNFalpha), interferon-gamma (IFNgamma), interleukin-10 (IL10) and interleukin-12 (IL12) in ascites and serum were measured by enzyme-linked immunosorbent assay (ELISA), while lymphocytic populations were studied with three-colour flow cytometry. RESULTS: VEGF ascites levels were inversely correlated with CD3+CD56+ cells (rho=-0.316, p=0.012), while a similar correlation was observed between TNFalpha ascites levels and CD4+CD25+(hi) cells (rho=-0.332, p=0.041). Among patients receiving first-line chemotherapy, VEGF levels <1900 pg/ml and TNFalpha levels >35 pg/ml were associated with platinum sensitivity (p=0.021 and p=0.028, respectively) and improved progression-free survival (PFS) (p=0.007 and p=0.045, respectively). Low VEGF levels were also associated with improved overall survival (p=0.026). CONCLUSION: VEGF and TNFalpha ascites levels are associated with prognosis in advanced ovarian cancer. Their prognostic significance may be due to their association with immunologically important populations, namely the NK T-like CD3+CD56+ cells and the Tregs CD4+CD25+(hi) cells.

Four cycles of paclitaxel and carboplatin as adjuvant treatment in early-stage ovarian cancer: a six-year experience of the Hellenic Cooperative Oncology Group.

BACKGROUND: Surgery can cure a significant percentage of ovarian carcinoma confined to the pelvis. Nevertheless, there is still a 10-50% recurrence rate. We administered paclitaxel/carboplatin as adjuvant treatment in early-stage ovarian carcinoma. METHODS: Patients with stages Ia or Ib, Grade 2 or 3 and Ic to IIb (any grade) were included. Patients were treated with 4 cycles of Paclitaxel 175 mg/m2 and Carboplatin [area under the curve (AUC) 6 (Calvert Formula)] every 3 weeks. RESULTS: Sixty-nine patients with no residual disease following cytoreductive surgery and minimal or modified surgical staging were included in this analysis. Grade 3 or 4 neutropenia occurred in 29.9% of patients, while neutropenic fever was reported in 4.5%. Neurotoxicity (all Grade 1 or 2) was reported in 50% of cases. Median follow-up was 62 months. 5-year overall survival (OS) and relapse-free survival (RFS) were: 87% (95% confidence intervals [CI]: 78-96) and 79% (95% CI: 69-89), respectively. Significantly fewer patients with stages Ic-IIb and tumor grade 2 or 3 achieved a 5-year RFS than patients with only one of these two factors (73% vs 92%, p = 0.03). CONCLUSION: Paclitaxel/Carboplatin chemotherapy is a safe and effective adjuvant treatment in early-stage ovarian carcinoma. Patients with stages Ic-IIb and tumor grade 2 or 3 may benefit from more extensive treatment.

Young age is associated with favorable characteristics but is not an independent prognostic factor in patients with epithelial ovarian cancer: a single institution experience.

BACKGROUND: Young age has been reported to be a favorable prognostic factor in ovarian cancer. The aim of the present study was to investigate the characteristics of ovarian cancer presenting in patients aged < or =40 and assess the prognostic significance of young age. METHODS: Data from 591 consecutive ovarian cancer patients, including 37 subjects (6.3%) aged < or =40, who were treated postoperatively with platinum-based chemotherapy in our institution were retrospectively reviewed. RESULTS: In our series, age < or =40 did not show an independent association with overall (p = 0.542) or progression-free survival (p = 0.334). Nonetheless, it was correlated with low tumor grade (p = 0.009) and small volume of residual disease after primary surgery (p = 0.020), while there was a nonsignificant trend for correlation with performance status 0 (p = 0.052). Stratified analysis showed that age < or =40 was associated with improved overall survival in the subgroups of serous histology and stage IIC-IV disease; however, multivariate analyses failed to identify age as an independent predictor of survival within either subgroup (p = 0.079 and p = 0.585, respectively). CONCLUSIONS: Age < or =40 was not an independent prognostic factor in our analysis. The survival advantage of young patients may be attributed to the association with low tumor grade, more complete surgical debulking and better performance status.

Increasing diagnostic accuracy with a cell block preparation from thin-layer endometrial cytology: a feasibility study.

OBJECTIVE: To investigate (1) the feasibility of preparing cell blocks by inverted filter sedimentation (IFS-CB) from endometrial samplings processed by the ThinPrep (TP) technique (Cytyc Corp., Boxborough, Massachusetts, U.S.A.), and (2) the possibility of increasing the diagnostic accuracy of TP endometrial cytology by examining the tissue architecture as an adjunctive method of detecting endometrial lesions. STUDY DESIGN: Three hundred one endometrial samplings were obtained, using the Endogyn endometrial device (Biogyn S. n.c., Italy), from perimenopausal and postmenopausal women. The endometrial samplings were collected in a vial with liquid fixative for the TP processing. One TP slide was prepared from each case. If adequate material remained in the vial after the TP slide preparation, it was processed for IFS-CB preparation. RESULTS: IFS-CB preparation was processed in 263 cases (87%) with adequate material. Diagnoses on IFS-CB preparations obtained by endometrial sampling matched those of the hysterectomy specimens. The addition of IFS-CB histology to the cytologic diagnosis by TP increased the diagnostic accuracy of endometrial cytology to 96.3% and 100% for benign/atrophic endometrium and adenocarcinoma, respectively (p = 0.39 and 0.46). In hyperplasia without atypia and hyperplasia with atypia, the diagnostic accuracy increased significantly, to 96% and 95.3%, respectively (p = 0.037 and < 0.001). CONCLUSION: This study illustrates the merit of linking TP cytology with direct endometrial sampling, including small tissue fragments and material adequate for IFS-CB preparation. TP cytology provides an accurate cytologic diagnosis and the possibility of IFS-CB preparation, which could be a valuable diagnostic adjunct to TP cytology.

Consistent absence of BRAF mutations in cervical and endometrial cancer despite KRAS mutation status.

BACKGROUND: Mutational activation of KRAS and BRAF proto-oncogenes contributes to the development of many human cancers. Current research on gynecological cancer and specifically in cervical and endometrial cancer is focused on the mechanisms of their mutational activation. OBJECTIVES: In view of the paucity of data on their mutation frequency and the status of BRAF in these two types of gynecological cancer, we performed a systematic molecular study in 114 clinically and histologically well-defined malignant tumors of uterine cervix and endometrium and correlated the mutation status of KRAS and BRAF with the age at diagnosis and with tumor grade, stage or histological type. METHODS: Direct sequence analysis of the PCR products of KRAS and BRAF genes was used to screen for known activating mutations. RESULTS: In 67 cases of endometrial cancer, six KRAS mutations (8.9%) were found, four at codon 12 (5.9%) and two at codon 13 (2.9%), while no mutation was detected at codon 61. Most of the mutations occurred in surgical stage I and in the endometrioid adenocarcinoma subtype. We also detected three KRAS point mutations (6.3%) in the 47 cervical cancer samples, two at codon 12 (4.2%) and one at codon 13 (2.1%), while there was no mutation at codon 61. On the contrary, no mutation was identified in BRAF exon 15 for either endometrial or cervical cancer samples at position V600, which represents the most frequently mutated site of BRAF in human cancer. There was no association between KRAS mutations with either histological type, tumor grade or stage. Interestingly, however, KRAS mutation status in endometrial cancer was strongly associated with increased age at diagnosis (P < 0.001). CONCLUSIONS: Our data document (a) the absence of BRAF mutations in cervical and endometrial cancer, despite the mutation status of KRAS, (b) suggest that KRAS mutations reflect an early event in endometrial carcinogenesis and (c) imply that BRAF activation is involving alternative pathways in these two types of cancer.

Study on the morphology and reproducibility of the diagnosis of endometrial lesions utilizing liquid-based cytology.

BACKGROUND: The objective of the current study was to determine the diagnostic cytomorphologic criteria for liquid-based cytology and to evaluate the reproducibility and usefulness of the cytologic diagnosis in endometrial lesions. METHODS: A total of 162 direct endometrial samplings taken from postmenopausal women were evaluated by 2 skilled cytopathologists in endometrial cytology. The cytologic diagnosis was made according to the 1994 classification scheme of the World Health Organization. After establishment of the criteria, three additional cytopathologists without any experience in liquid-based endometrial cytology examined the same cases to determine interobserver variability. The intraobserver variability also was evaluated by all the observers. RESULTS: The cytomorphologic criteria were established in the following four diagnostic categories: atrophic endometrium, hyperplasia without atypia, hyperplasia with atypia, and adenocarcinoma. The overall interobserver agreement was nearly perfect with a kappa value of 0.89 during the checking round and ranged from moderate to substantial with kappa values of 0.48-0.80, respectively, in the other diagnostic rounds (P < 0.0001); hyperplasia with atypia was found to be the most difficult category to identify correctly. Furthermore, the intraobserver agreement ranged from substantial to perfect with kappa values of 0.61-1.00 in all diagnostic rounds (P < 0.0001). CONCLUSIONS: Liquid-based cytology allows for standardized and reproducible endometrial preparations, which in turn allows the application of common diagnostic criteria among cytopathologists. Furthermore, liquid-based cytology in combination with endometrial sampling could be a useful tool for the outpatient diagnosis of endometrial lesions, which could reduce unnecessary curettage.

Coexistence of verrucous and squamous carcinoma of the vulva.

AIM: To evaluate the coexistence of verrucous and squamous carcinoma of the vulva and to assess the clinical course, survival and rate of recurrent disease of these patients. METHODS: The records of 17 patients who were diagnosed with verrucous carcinoma of the vulva over a 12-year period were studied retrospectively. Presence of genuine verrucous carcinoma or coexistence of verrucous and squamous carcinoma of the vulva on vulvar biopsies, results of histopathological assessment of final vulva and inguino-femoral node specimens and histological evaluation of recurrent disease specimens were the main outcome measures. RESULTS: Five of the 17 patients (29.5%) initially underwent radical vulvectomy and inguino-femoral lymphadenectomy. Histology of the specimens verified the coexistence of verrucous and squamous carcinomas in four of the five cases. Twelve women (70.5%) underwent simple vulvectomy for genuine verrucous carcinoma; in the final histology, 10 of these women (58.8%) were confirmed as having genuine verrucous carcinomas while two (11.7%) were found to have both verrucous and squamous carcinomas and were further managed by lymphadenectomy. None of our patients died of the disease. Three women (17.5%) presented with local relapse of the tumour, and were managed by wide local excision of the tumour. CONCLUSIONS: In the present study, 35% of patients with verrucous carcinomas of the vulva had coexistent squamous carcinoma. Separation of the cases of genuine verrucous carcinoma from coexistent verrucous and squamous tumours is based on the establishment of correct diagnosis by a large and deep vulvar biopsy as well as the meticulous assessment of the specimen by the pathologist. This will result in the decrease of the rate of over- and under-treatment of these patients.

Endometrial cancer and the IGF system: a case-control study in Greece.

OBJECTIVES: Insulin-like growth factor I (IGF-I) and other components of the IGF system have been implicated in the etiology of several human malignancies. We have undertaken a case-control study among Greek women to explore the relation of major components of the IGF system (IGF-I, IGF-II and IGF-binding protein 3, IGFBP-3) with endometrial cancer risk. METHODS: During a 1-year period (1999), 84 incident cases of histologically confirmed endometrial cancer were compared with 84 control women admitted to the same clinical department for small gynecological operations, mainly pelvic prolapse. Data were modeled through multiple logistic regression. RESULTS: Endometrial cancer was positively associated with IGF-II and inversely with IGF-I. Both associations were statistically significant and they appear symmetrical around the null value. IGFBP-3 is positively associated with endometrial cancer risk, but this association does not reach statistical significance. CONCLUSIONS: This study adds to the gradually developing consensus that components of the IGF system play a central role in human carcinogenesis. It is possible that IGF-II, rather than IGF-I, is closely linked to the etiology of endometrial cancer, the form of cancer most strongly associated with obesity.

Plasma adiponectin concentrations in relation to endometrial cancer: a case-control study in Greece.

Adiponectin is a hormone secreted exclusively by adipocytes, and obesity is an established risk factor for endometrial cancer. We have, thus, evaluated the association of adiponectin with the occurrence of endometrial cancer. Questionnaire information and blood samples were taken before treatment from 84 women with newly diagnosed, histologically confirmed endometrial cancer and 84 control women who were admitted for minor gynecologic problems, mainly pelvic prolapse. Adiponectin levels were measured by immunoassay. The results were analyzed through multiple logistic regression and controlled for known risk factors for endometrial cancer, leptin, as well as major components of the IGF system (IGF-I, IGF-II, and IGF-binding protein 3). Among control women, there was no significant association of adiponectin with age or parity. Although there was no association of adiponectin with endometrial cancer among women 65 yr or older, there was an inverse, fairly strong, and statistically significant inverse association among younger women. Among women younger than 65 yr, an increase of adiponectin by 1 SD was associated with a more than 50% reduction of the risk for endometrial cancer [odds ratio (OR) 0.44; 95% confidence interval (CI) 0.24-0.81], even after controlling for body mass index and other potential confounders. Among all women, the adjusted OR for a 1 SD increase in adiponectin was not significant (OR, 0.78; 95% CI, 0.56-1.10) but was significant for a one quintile increase in adiponectin (OR, 0.74; 95% CI, 0.56-0.97). In women younger than 65 yr, among whom obesity represents a powerful risk factor for endometrial cancer, adiponectin is inversely and significantly related to the risk of this disease. This association is independent of possible effects of major components of the IGF system, leptin, body mass index, sociodemographic variables, and known endometrial cancer risk factors. Future studies are needed to prove causality and provide insight on both the mechanism of action of this hormone and its potential role in endometrial cancer.

Management of early-stage cervical carcinoma by modified (Type II) radical hysterectomy.

OBJECTIVE: . Surgical management of cervical carcinoma by radical hysterectomy has been proven a highly effective method in treating early-stage disease. The purpose of this study was to evaluate the efficacy and safety of modified (Type II) radical hysterectomy for the treatment of early-stage (I-IIA) cervical carcinoma. METHODS: A retrospective analysis of data on 435 patients with cervical carcinoma who were managed by modified radical hysterectomy was performed. In 145 cases a multimodal approach was used due to the presence of one or more risk factors such as lymph node metastasis, CLS involvement, bulky tumor, and exocervical extension of disease. Preoperative irradiation was offered to 62 patients, whereas adjuvant irradiation was offered to 101 patients. RESULTS: The mean age of the patients was 42.5 years. The majority of the patients had squamous cell cancer (81.6%). The patients were clinically staged as IA (3.2%), IB (86.7%), and IIA (10.1%). Positive pelvic lymph nodes were noted in 65 patients (14.9%). Operative morbidity was minimal, whereas adjuvant radiation treatment had no impact on the disease but caused genitourinary morbidity in terms of ureteral stricture and postoperative bladder dysfunction (P < 0.001). The overall 5-year survival was 88.7%. The most significant predictors related to 5-year survival were nodal metastasis (P < 0.001), adenomatous histology (P < 0.001), lesion size (P < 0.001), and CLS involvement (P = 0.004). Adjuvant radiation resulted in better local pelvic control of the disease. CONCLUSION: The results of our study support the concept that less radical procedures could be effectively applied to early-stage cervical carcinoma 4 cm or smaller with optimal surgical margins.

Management of ureteric injuries during gynecological operations: 10 years experience.

OBJECTIVE(S): To present our 10 years experience in the management of ureteric injuries occurring during gynecological surgery. STUDY DESIGN: Seventy-six patients had a variety of injuries. In 29 cases, the ureteric damage was diagnosed intraoperatively. Management of early-diagnosed injuries included suturing, ligature removal, end-to-end anastomosis, and reimplantation of the ureter. In 47 cases, the injury was diagnosed postoperatively. Ureteric catheterization was attempted in all cases presenting with obstruction. Catheterization failures were managed with ureterolysis, and reimplantation. Small ureteric fistula were managed with catheterization, and large communications with reimplantation. Two cases with urinomas were treated with surgical evacuation and anastomoses. RESULTS: Management of early-diagnosed injuries was relatively easy in most cases. Postoperatively-diagnosed injuries were more difficult to treat. Catheterization failed in 28/44 (65.9%) ureters and surgical re-exploration was necessary. Long-term morbidity was minimal and no relapses occurred. CONCLUSION(S): Early recognition of a ureteric injury is the key to a complications-free repair. Unrecognized injuries cause prolonged morbidity, and their management can be difficult. Treatment of these injuries by experienced teams may minimize long-term consequences.

Potential of the learning vector quantizer in the cell classification of endometrial lesions in postmenopausal women.

OBJECTIVE: To investigate the potential of artificial neural networks for cell identification in endometrial lesions from postmenopausal women. STUDY DESIGN: The study was performed on cytologic material obtained by the Gynoscann endometrial cell samplerfrom 12 cases of atrophic endometrium, 48 cases of hyperplasia without cytologic atypia (18 cases of simple hyperplasia and 30 cases of complex hyperplasia), 12 cases of hyperplasia with cytologic atypia (complex atypical hyperplasia) and 48 cases of adenocarcinoma (30 cases of well-differentiated, 12 cases of moderately differentiated and 6 cases of poorly differentiated carcinoma). From each case approximately 100 cells were examined using a custom image analysis system. A learning vector quantizer (LVQ) identified the collected data. RESULTS: Investigation of cells from Endometrial Alterations with LVQ proved that according to the nuclear characteristics, as expressed by morphometric and textural measures, the endometrial cells from postmenopausal women may be identified as belonging to one of thefollowing three groups: atrophy, hyperplasia without cytologic atypia (simple and complex hyperplasia) and malignant neoplastic lesions (atypical complex and adenocarcinoma). CONCLUSION: The role of nuclear morphologic features in the cytologic diagnosis of endometrial alterations was confirmed. The overlap in thefeature space observed indicates that cell characteristics do not form strictly separate clusters. Thatfact explains the difficulty that morphologists have with the reproducible identification of cells from endometrial lesions in postmenopausal women. Application of LVQ offers a good classification at the cell level and promises to be a powerful toolfor classification on the individual patient level andfor the clarification of the natural history of endometrial pathology.