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Olga Aleshina

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Risinskaya N, Gladysheva M, Abdulpatakhov A, Chabaeva Y, Surimova V, Aleshina O, Yushkova A, Dubova O, Kapranov N, Galtseva I, Kulikov S, Obukhova T, Sudarikov A, Parovichnikova E. DNA Copy Number Alterations and Copy Neutral Loss of Heterozygosity in Adult Ph-Negative Acute B-Lymphoblastic Leukemia: Focus on the Genes Involved. Int J Mol Sci 2023;24:17602. [PMID: 38139431 PMCID: PMC10744257 DOI: 10.3390/ijms242417602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 12/08/2023] [Accepted: 12/14/2023] [Indexed: 12/24/2023] Open

Affiliation(s)

Natalya Risinskaya National Medical Research Center for Hematology, 125167 Moscow, Russia; (M.G.); (A.A.); (Y.C.); (V.S.); (O.A.); (A.Y.); (O.D.); (N.K.); (I.G.); (S.K.); (A.S.); (E.P.)
Maria Gladysheva National Medical Research Center for Hematology, 125167 Moscow, Russia; (M.G.); (A.A.); (Y.C.); (V.S.); (O.A.); (A.Y.); (O.D.); (N.K.); (I.G.); (S.K.); (A.S.); (E.P.)
Abdulpatakh Abdulpatakhov National Medical Research Center for Hematology, 125167 Moscow, Russia; (M.G.); (A.A.); (Y.C.); (V.S.); (O.A.); (A.Y.); (O.D.); (N.K.); (I.G.); (S.K.); (A.S.); (E.P.)
Yulia Chabaeva National Medical Research Center for Hematology, 125167 Moscow, Russia; (M.G.); (A.A.); (Y.C.); (V.S.); (O.A.); (A.Y.); (O.D.); (N.K.); (I.G.); (S.K.); (A.S.); (E.P.)
Valeriya Surimova National Medical Research Center for Hematology, 125167 Moscow, Russia; (M.G.); (A.A.); (Y.C.); (V.S.); (O.A.); (A.Y.); (O.D.); (N.K.); (I.G.); (S.K.); (A.S.); (E.P.)
Olga Aleshina National Medical Research Center for Hematology, 125167 Moscow, Russia; (M.G.); (A.A.); (Y.C.); (V.S.); (O.A.); (A.Y.); (O.D.); (N.K.); (I.G.); (S.K.); (A.S.); (E.P.)
Anna Yushkova National Medical Research Center for Hematology, 125167 Moscow, Russia; (M.G.); (A.A.); (Y.C.); (V.S.); (O.A.); (A.Y.); (O.D.); (N.K.); (I.G.); (S.K.); (A.S.); (E.P.)
Olga Dubova National Medical Research Center for Hematology, 125167 Moscow, Russia; (M.G.); (A.A.); (Y.C.); (V.S.); (O.A.); (A.Y.); (O.D.); (N.K.); (I.G.); (S.K.); (A.S.); (E.P.) Institute of Biodesign and Modeling of Complex Systems, I.M. Sechenov First Moscow State Medical University, 119991 Moscow, Russia
Nikolay Kapranov National Medical Research Center for Hematology, 125167 Moscow, Russia; (M.G.); (A.A.); (Y.C.); (V.S.); (O.A.); (A.Y.); (O.D.); (N.K.); (I.G.); (S.K.); (A.S.); (E.P.)
Irina Galtseva National Medical Research Center for Hematology, 125167 Moscow, Russia; (M.G.); (A.A.); (Y.C.); (V.S.); (O.A.); (A.Y.); (O.D.); (N.K.); (I.G.); (S.K.); (A.S.); (E.P.)
Sergey Kulikov National Medical Research Center for Hematology, 125167 Moscow, Russia; (M.G.); (A.A.); (Y.C.); (V.S.); (O.A.); (A.Y.); (O.D.); (N.K.); (I.G.); (S.K.); (A.S.); (E.P.)
Tatiana Obukhova National Medical Research Center for Hematology, 125167 Moscow, Russia; (M.G.); (A.A.); (Y.C.); (V.S.); (O.A.); (A.Y.); (O.D.); (N.K.); (I.G.); (S.K.); (A.S.); (E.P.)
Andrey Sudarikov National Medical Research Center for Hematology, 125167 Moscow, Russia; (M.G.); (A.A.); (Y.C.); (V.S.); (O.A.); (A.Y.); (O.D.); (N.K.); (I.G.); (S.K.); (A.S.); (E.P.)
Elena Parovichnikova National Medical Research Center for Hematology, 125167 Moscow, Russia; (M.G.); (A.A.); (Y.C.); (V.S.); (O.A.); (A.Y.); (O.D.); (N.K.); (I.G.); (S.K.); (A.S.); (E.P.)

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Sadovskaya A, Petinati N, Drize N, Smirnov I, Pobeguts O, Arapidi G, Lagarkova M, Belyavsky A, Vasilieva A, Aleshina O, Parovichnikova E. Acute Myeloid Leukemia Causes Serious and Partially Irreversible Changes in Secretomes of Bone Marrow Multipotent Mesenchymal Stromal Cells. Int J Mol Sci 2023;24:ijms24108953. [PMID: 37240298 DOI: 10.3390/ijms24108953] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 05/12/2023] [Accepted: 05/16/2023] [Indexed: 05/28/2023] Open

Muraev AA, Tsai P, Kibardin I, Oborotistov N, Shirayeva T, Ivanov S, Ivanov S, Guseynov N, Aleshina O, Bosykh Y, Safyanova E, Andreischev A, Rudoman S, Dolgalev A, Matyuta M, Karagodsky V, Tuturov N. Frontal cephalometric landmarking: humans vs artificial neural networks. Int J Comput Dent 2020;23:139-148. [PMID: 32555767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]

Abstract

UNLABELLED

Frontal cephalometric radiography (frontal ceph) is one of the important diagnostic methods in orthodontics and maxillofacial surgery. It allows one to determine occlusion anomalies in the transverse and vertical planes and to evaluate the symmetry of the facial skeleton relative to the median plane, including analysis of the position of the jawbone.

AIM

The aim of this study was to develop an artificial neural network (ANN) for placing cephalometric points (CPs) on frontal cephs and to compare the accuracy of its performance against humans.

MATERIALS AND METHODS

The study included 330 depersonalized frontal cephs: 300 cephs for training ANNs and 30 for research. Each image was imported into the ViSurgery software (Skolkovo, Russia) and the 45 CPs were arranged. The CPs were divided into three groups: 1) precise anatomical landmarks; 2) complex anatomical landmarks; and 3) indistinct anatomical landmarks. Two ANNs were used to improve the accuracy of CP placement. The first ANN solved the problem of multiclass image segmentation, and the second regression ANN was used to correct the predictions of the first ANN. The accuracy of CP placement was compared between the ANN and three groups of doctors: expert, regular, and inexperienced. Then, using the Wilcoxon t test, the hypothesis that an ANN makes fewer or as many errors as doctors in the three groups of points was tested.

RESULTS

The deviation was estimated by the mean absolute error (MAE). The MAE for the points placed by the ANN, as compared with the control, was close to the average result for the regular doctor group: 2.87 mm (ANN) and 2.85 mm (regular group); 2.47 mm (expert group), and 3.61 mm (inexperienced group). The results for individual groups of points are presented. On average, the ANN places CPs no less accurately than the regular doctor group in each group of points. However, calculating all points in total, this hypothesis was rejected because the P value was 0.0056. A different result was observed among the inexperienced doctor group. Points from groups 2 and 3, as well as all points in total, were placed more accurately by the ANN (P = 0.9998, 0.2628, and 0.9982, respectively). The exception was group 1, where the points were more accurately placed by the inexperienced doctors (P = 0.0006).

CONCLUSION

The results of the present study show that ANNs can achieve accuracy comparable to humans in placing CPs, and in some cases surpass the accuracy of inexperienced doctors (students, residents, graduate students).

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