[The algorithm for morphological assessment of malignant potential of adrenocortical tumors using mathematical modeling method]. / Algoritm morfologicheskoi otsenki zlokachestvennogo potentsiala adrenokortikal'nykh opukholei s ispol'zovaniem metoda matematicheskogo modelirovaniya.

OBJECTIVE: To develop the mathematical model with high sensitivity and specificity to assess the malignant potential of adrenal cortical tumors, which can be used to diagnose adrenocortical carcinoma (ACC) in adults. MATERIAL AND METHODS: Pathomorphological examination of surgical and consultative material of adrenocortical neoplasms was carried out. All cases were verified according to the WHO Classification of adrenal gland tumors (5th ed., 2022), the tumor's histogenesis was confirmed by immunohistochemical examination. Statistical analysis of the histological and immunohistochemical factors in terms of their value in relation to the diagnosis of ACC was carried out on Python 3.1 in the Google Colab environment. ROC analysis was used to identify critical values of predictors. The cut-off point was selected according to the Youden`s index. Logistic regression analysis using l1-regularisation was performed. To validate the model, the initial sample was divided into training and test groups in the ratio of 9:1, respectively. RESULTS: The study included 143 patients divided into training (128 patients) and test (15 patients) samples. A prognostic algorithm was developed, which represent a diagnostically significant set of indicators of the currently used Weiss scale. The diagnosis is carried out in 3 stages. This mathematical model showed 100% accuracy (95% CI: 96-100%) on the training and test samples. CONCLUSION: The developed algorithm could solve the problem of subjectivity and complexity in the interpretation of some of the criteria of current diagnostic algorithms. The new model is unique in that, unlike others, it allows verification of all morphological variants of ACC.

[Fulminant hypercorticism due to ACTG producing pheochromocytoma].

Endogenous hypercorticism (EH) is a severe symptom complex caused by hypercortisolemia; according to the etiology, ACTH-dependent and ACTH-independent variants are distinguished, which, according to the literature, occur in 70-80% and 20-30% of cases, respectively. A rare cause of ACTH-dependent endogenous hypercorticism is ACTH-ectopic syndrome (ACTH-ES) (about 15-20% of cases). ACTH-ES is a syndrome of adrenocorticotropic hormone (ACTH) hyperproduction by neuroendocrine tumors of extrahypophyseal origin. Various tumors can secrete ACTH: bronchopulmonary carcinoid, small cell lung cancer, less frequently, thymus carcinoid, islet cell tumors and pancreatic carcinoid, medullary thyroid cancer, carcinoid tumors of the intestine, ovaries, as well as pheochromocytoma (PCC).This publication presents a clinical case of rarely detected paraneoplastic ACTH production by pheochromocytoma. The patient had clinical manifestations of hypercorticism, therefore, she applied to the Russian National Research Center of Endocrinology of the Ministry of Health of Russia. During the examination Cushing's syndrome (CS) was confirmed, multispiral computed tomography (MSCT) of the abdominal cavity revealed a voluminous formation of the left adrenal gland. Additional examination recorded a multiple increase in urinary catecholamine levels. Subsequently, the patient underwent left-sided adrenalectomy. The diagnosis of pheochromocytoma was confirmed morphologically, immunohistochemical study demonstrated intensive expression of chromogranin A and ACTH by tumor cells.

[Adrenocortical cancer: late diagnosis of the disease on the example of a clinical case. Case report].

Adrenocortical carcinoma (ACC) is a rare malignant tumor originating in the adrenal cortex and characterized by poor 5-year survival. It occurs with a frequency of 2-4 cases per 2 million in the population. Women are more frequently affected than men and it is mostly detected in the fourth and fifth decades. In the most of cases, the cancerogenesis occurs sporadically because of gene driver mutations in somatic adrenocortical cells, in other cases it can be found as part of a genetically determined syndrome such as Li-Fraumeni syndrome or Wermer's syndrome (multiple endocrine adenomatosis type I). ACC most frequently happens occurs without symptoms in the initial stages leading to poor diagnoses. Because of this lack of early detection, the tumor is not considered malignant reducing the benefits of further treatment. Sometimes the fact that the resected tumor is indeed adrenocortical carcinoma becomes clear only after recurrence, or after the appearance of metastases. We present a case of adrenocortical carcinoma in a 46-year-old woman who went to the doctor in 1.5 year after symptoms were manfested. This clinical case illustrates the consequences of late diagnosis of a malignant tumor. We would like to emphasize the importance of timely detection of a neoplasm, using all of the potential of laboratory-instrumental and genomic analysis. Due to low oncological awareness, our patient was slow to seek medical help, which in turn led not only to metastases, but also to complications in the cardiovascular system.