1
|
Bonacin YDS, Santos VJC, Maronezi MC, Aires LPN, Machado MP, Barbosa BL, Santana AM, Del’Aguila-Silva P, Canola PA, Feliciano MAR, Marques JA. Evaluation of ARFI elastography for detecting active mastitis in sheep with previous fibrous lesions: a study of mammary parenchyma and supramammary lymph nodes. Anim Reprod 2024; 21:e20230160. [PMID: 39371542 PMCID: PMC11452156 DOI: 10.1590/1984-3143-ar2023-0160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 06/14/2024] [Indexed: 10/08/2024] Open
Abstract
The aim of the study was to evaluate the use of Acustic Radiation Force Impulse (ARFI) elastography in mammary parenchyma and supramammary lymph nodes, for detection of active mastitis in sheep with naturally infected chronic fibrous lesions. 27 female sheep were included and B-mode ultrasound and ARFI elastography images were obtained, acquiring qualitative (echogenicity and echotexture) and quantitative (shear rate, depth and short/long axis ratio) variables of 48 mammary glands. The glands were divided into three experimental groups: control group (CG) - healthy animals; LSCC- animals that presented fibrous lesions and SCC (somatic cell count) less than 500 x 103 cls/mL; HSCC: animals that presented fibrous lesions and SCC (somatic cell count) more than 500 x 103 cls/mL; The qualitative variables using B-mode ultrasonography, including echotexture and echogenicity, showed no significant differences between the evaluated groups and tissues (p = 0.9336 and p = 0.233, respectively) .In healthy areas of the gland, it was an increasing in shear wave velocity (SWV) in LSCC than in HSCC (p=0.04). When comparing the fibrosis in the LSCC and HSCC groups with their respective normal areas, the velocity increased in both groups: LSCC (p= 0,0007) and HSCC (p= 0,0001). When comparing the areas of fibrosis in LSCC and HSCC with the CG parenchyma, there was an increase in LSCC (p=0.001) and HSCC (p=0.0001). B-mode ultrasound indicate predominance of hypoechoic echogenicity in lymph nodes and reduced short/long axis ratio in cases of active subclinical mastitis. The supramammary lymph node showed increased SWV when comparing the CG with HSCC groups (p=0.02) and GC with LSCC (p=0.04). B-mode ultrasonography is useful for evaluating the mammary parenchyma, however, its application as a standalone diagnostic technique is not recommended. ARFI elastography indicates potential cutoff points for differentiating subclinical mastitis from healed mastitis, highlighting its importance as a tool for distinguishing normal areas from fibrous parenchymal areas. While this study did not establish specific cutoff points due to sample size limitations, further research with larger sample sizes could explore and define these critical thresholds.
Collapse
Affiliation(s)
- Yuri da Silva Bonacin
- Faculdade de Ciências Agrárias e Veterinárias, Universidade Estadual Paulista “Júlio de Mesquita Filho”, Departamento de Clínica e Cirurgia Veterinária, Jaboticabal, SP, Brasil
| | - Victor José Correia Santos
- Faculdade de Ciências Agrárias e Veterinárias, Universidade Estadual Paulista “Júlio de Mesquita Filho”, Departamento de Patologia, Reprodução e Saúde Única, Jaboticabal, SP, Brasil
| | - Marjury Cristina Maronezi
- Faculdade de Ciências Agrárias e Veterinárias, Universidade Estadual Paulista “Júlio de Mesquita Filho”, Departamento de Clínica e Cirurgia Veterinária, Jaboticabal, SP, Brasil
| | - Luiz Paulo Nogueira Aires
- Faculdade de Ciências Agrárias e Veterinárias, Universidade Estadual Paulista “Júlio de Mesquita Filho”, Departamento de Clínica e Cirurgia Veterinária, Jaboticabal, SP, Brasil
| | | | | | - André Marcos Santana
- Universidade Estadual de Maringá, Departamento de Medicina Veterinária, Maringá, PR, Brasil
| | - Priscila Del’Aguila-Silva
- Faculdade de Ciências Agrárias e Veterinárias, Universidade Estadual Paulista “Júlio de Mesquita Filho”, Departamento de Clínica e Cirurgia Veterinária, Jaboticabal, SP, Brasil
| | - Paulo Aléscio Canola
- Faculdade de Ciências Agrárias e Veterinárias, Universidade Estadual Paulista “Júlio de Mesquita Filho”, Departamento de Clínica e Cirurgia Veterinária, Jaboticabal, SP, Brasil
| | - Marcus Antônio Rossi Feliciano
- Faculdade de Ciências Agrárias e Veterinárias, Universidade Estadual Paulista “Júlio de Mesquita Filho”, Departamento de Clínica e Cirurgia Veterinária, Jaboticabal, SP, Brasil
- Faculdade de Zootecnia e Engenharia de Alimentos, Universidade de São Paulo, Departamento de Medicina Veterinária, Pirassununga, SP, Brasil
| | - José Antônio Marques
- Faculdade de Ciências Agrárias e Veterinárias, Universidade Estadual Paulista “Júlio de Mesquita Filho”, Departamento de Clínica e Cirurgia Veterinária, Jaboticabal, SP, Brasil
| |
Collapse
|
2
|
Bracco C, Gloria A, Contri A. Ultrasound-Based Technologies for the Evaluation of Testicles in the Dog: Keystones and Breakthroughs. Vet Sci 2023; 10:683. [PMID: 38133235 PMCID: PMC10747277 DOI: 10.3390/vetsci10120683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 11/11/2023] [Accepted: 11/28/2023] [Indexed: 12/23/2023] Open
Abstract
Ultrasonography is a valuable diagnostic tool extensively used in the andrology of human and domestic animals, including dogs. This review aims to provide an overview of various technologies based on ultrasound, from the basic B-Mode ultrasonography to the more recent advancements, such as contrast-enhanced ultrasonography (CEUS) and ultrasound elastography (UEl), all of which are utilized in the evaluation of canine testicles. The review outlines the principles behind each of these technologies and discusses their application in assessing normal and abnormal testicular conditions. B-mode canine testicular ultrasonography primarily focuses on detecting focal lesions but has limitations in terms of objectivity. Other technologies, including Doppler ultrasonography, B-Flow, and CEUS, allow for the characterization of vascular patterns, which could be further measured using specific applications like spectral Doppler or quantitative CEUS. Additionally, ultrasound elastography enables the assessment of parenchyma stiffness both qualitatively and quantitatively. These ultrasound-based technologies play a crucial role in andrology by providing valuable information for evaluating testicular function and integrity, aiding in the identification of pathological conditions that may impact the health and quality of life of male dogs.
Collapse
Affiliation(s)
| | - Alessia Gloria
- Department of Veterinary Medicine, University of Teramo, Località Piano d’Accio, 64100 Teramo, Italy; (C.B.); (A.C.)
| | | |
Collapse
|
3
|
Pavan L, Gasser B, Maronezi MC, Silva P, Uscategui RAR, Padilha-Nakaghi LC, Lima BB, Miranda BSPD, Feliciano MAR. Ultrasonography and elastography of the brain and cerebellum of English Bulldog fetuses. Theriogenology 2023; 198:224-230. [PMID: 36610372 DOI: 10.1016/j.theriogenology.2022.12.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 12/19/2022] [Accepted: 12/19/2022] [Indexed: 12/24/2022]
Abstract
The aim of this study was to evaluate B-mode ultrasonography and ARFI elastography of the central nervous system of canine fetuses as complementary methods to predict gestational age, monitor fetal development and establish standards. Ultrasound examinations were performed on 26 English Bulldog bitches at 34, 49 and 60 days of gestation. The circumference (C), area (A) and diameters of the short (D1) and long (D2) axis of the two cerebral hemispheres of the fetuses in cross-section were measured. Fetal cerebellum shape, echotexture, echogenicity, and transverse diameter (TCD) were evaluated in cross-section. Elastography was performed obtaining color elastograms and mean shear wave velocity (SWV m/s) of the fetal brain and cerebellar tissues. Ultrasound variables were correlated with gestational day (GD). Brain masses had a circular to oval shape, hyperechoic echogenicity, and homogeneous echotexture. C and D1 were the more accurate variables to predict gestational day, with the formulas: GD = 19.38 + 2,06∗C (R2 = 81%) and GD = 18.93 + 7.45∗D1 (R2 = 82%). Cerebellum had a "banana" shape, with hyperechogenic edges, hypoechoic echogenicity, and homogeneous echotexture. The TCD (P = 0.0001) and cerebellar stiffness (P = 0.0006) were greater at 60 days than at 49 days of gestation. The brain mass SWV was correlated positively with GD (P = 0.0001) and showed a gradual increase (P = 0.0001) in the three gestational timepoints evaluated. According to qualitative elastography, both brain mass and cerebellum became more rigid over the course of gestational days. It was possible to verify the development of the brain and cerebellum of canine fetuses during pregnancy by ultrasonographic characteristics and B-mode dimensions, as well as by evaluating the elasticity of these tissues through elastography. These unpublished findings allow a better follow-up of the central nervous system development in the prenatal period and may help in future studies with canine fetuses that present cerebral and cerebellar abnormalities.
Collapse
Affiliation(s)
- Letícia Pavan
- School of Agricultural and Veterinarian Sciences, São Paulo State University (Unesp), Jaboticabal, São Paulo, Brazil
| | - Beatriz Gasser
- School of Agricultural and Veterinarian Sciences, São Paulo State University (Unesp), Jaboticabal, São Paulo, Brazil
| | | | | | | | | | - Bruna Bressianini Lima
- School of Agricultural and Veterinarian Sciences, São Paulo State University (Unesp), Jaboticabal, São Paulo, Brazil
| | | | | |
Collapse
|
4
|
Kucukbas GN, Soylu AR. Comparison of fetal and maternal tissue elasticity between euploid and aneuploid pregnancies by shear wave elastography. J Obstet Gynaecol Res 2023; 49:568-576. [PMID: 36404125 DOI: 10.1111/jog.15483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 09/18/2022] [Accepted: 10/19/2022] [Indexed: 11/22/2022]
Abstract
AIM B-mode ultrasonography utilized for fetal screening of common trisomies is referred to as a genetic sonogram and includes determining major abnormalities and soft markers such as hypoplastic nasal bone and increased thickness of the nuchal fold. Elastography is a novel ultrasound technique giving information about tissue stiffness used for diagnosing cancer, transplant rejection, and organ fibrosis. This study aimed to determine via shear wave elastography (SWE) whether euploid and aneuploid fetal soft marker tissues vary in stiffness. METHODS The participants were all singleton pregnancies between 19 and 23 weeks of gestation; 35 euploid and 14 aneuploid fetus pregnancies were enrolled. Fetal bowel, kidney, liver, nasal bone, nuchal fold, placenta, and myometrium were investigated with SWE using acoustic radiation impulse force. Images were analyzed with a novel software calibrated and written by us using MATLAB. Statistical analysis was completed with the SPSS Program. Shapiro-Wilk normality distribution analysis, Student's t-test, and Mann-Whitney U methods were used. RESULTS The mean shear wave speed of fetal nasal bone was significantly lower in aneuploid fetuses. There was no difference between other tissues in mean shear wave velocity. CONCLUSIONS Euploid and aneuploid fetuses have different elastic properties of the nasal bone and this may have a role in differentiating aneuploid fetuses noninvasively.
Collapse
Affiliation(s)
- Gokce Naz Kucukbas
- Kocaeli Derince Training and Research Hospital, Department of Obstetrics and Gynecology, Perinatology Division, Karadenizliler Mahallesi İzmit Kadın Doğum ve Çocuk Hastanesi, İzmit/Kocaeli, Turkey.,Perinatology Division, Department of Obstetrics and Gynecology, Van Yuzuncu Yil University, Van, Turkey
| | - Abdullah Ruhi Soylu
- Department of Biophysics, Hacettepe University School of Medicine, Ankara, Turkey
| |
Collapse
|
5
|
Maronezi M, Simões A, Uscategui R, Carneiro R, Gasser B, Silva P, Maciel G, Cruz I, Vicente W, Feliciano M. High-definition ultrasonography for evaluation of embryonic and fetal development in bitch. ARQ BRAS MED VET ZOO 2022. [DOI: 10.1590/1678-4162-12626] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
ABSTRACT In women, high-definition ultrasonography provides high-quality images of normal and diseased tissues throughout pregnancy, however there are no veterinary studies describing the use of this technology in pregnant dogs. The objective was to evaluate pregnant female dogs daily, using high-definition ultrasonography (HD) in brachycephalic, documenting daily findings of maternal-fetal structures. Twelve healthy brachycephalic females were evaluated daily by HD ultrasound until delivery. It was possible to identify and categorize all maternal, embryonic, and fetal structures and their development, including some fetal tissues not yet described in the literature. The HD exam is an excellent method to monitor the pregnancy of female dogs and identify structures early, providing safe and complete information regarding fetal development.
Collapse
Affiliation(s)
| | | | | | | | - B. Gasser
- Universidade Estadual Paulista, Brazil
| | - P. Silva
- Universidade Estadual Paulista, Brazil
| | | | - I.C.K. Cruz
- Universidade Federal do Espírito Santo, Brazil
| | | | | |
Collapse
|
6
|
Zabitler F, Aslan S, Darbaz I, Ergene O, Schäfer-Somi S. Computerized histogram analysis of the canine placenta during normal pregnancy. Theriogenology 2022; 182:96-102. [DOI: 10.1016/j.theriogenology.2022.01.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 01/04/2022] [Accepted: 01/08/2022] [Indexed: 11/24/2022]
|
7
|
Pavan L, Gasser B, Maronezi MC, da Cruz ICK, Carneiro RK, Silva P, Ramirez Uscategui RA, Padilha-Nakaghi LC, Feliciano MAR. Ultrasonography of the nuchal translucency of healthy and abnormal English Bulldog fetuses. Anim Reprod 2021; 18:e20210023. [PMID: 34925557 PMCID: PMC8677348 DOI: 10.1590/1984-3143-ar2021-0023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 11/18/2021] [Indexed: 11/25/2022] Open
Abstract
The aim of this study was to measure the nuchal translucency (NT) of canine fetuses to establish reference values for healthy gestational processes and to verify its effectiveness in the diagnosis of congenital abnormalities. On day 34 of gestation, the NT of three fetuses from each of the 26 English bulldog female dogs was measured. The first fetus was the one located immediately cranial to the bladder, the second was selected from the left side of the abdomen, and the third from the right side. The reference values for healthy animals were offset using descriptive statistics. The diagnostic ability of the test to identify fetal malformations was studied using receiver operating characteristic curve analysis. Of the 26 litters, only 18 had healthy fetuses, 4 had fetuses with anasarca, 3 had fetuses with abdominal wall defects, and 1 had both types of abnormalities. The NT was higher in canine fetuses that presented anasarca in the litter than in normal litters (1.8 ± 0.77 mm vs. 1.4 ± 0.48 mm; P = 0.0249), with a cut-off value of NT > 1.45 mm (sensitivity = 61.54%, specificity = 70.18%). NT greater than 1.45 mm seems to be a diagnostic tool for the identification of anasarca during gestation of bulldogs. Considering the unprecedented use of this parameter in canine species and the limitations found during the study, further studies will be needed in order to use it on clinical practice.
Collapse
Affiliation(s)
- Letícia Pavan
- Departamento de Reprodução Animal, Universidade Estadual Paulista, Jaboticabal, SP, Brasil
| | - Beatriz Gasser
- Departamento de Reprodução Animal, Universidade Estadual Paulista, Jaboticabal, SP, Brasil
| | | | | | | | - Priscila Silva
- Departamento de Reprodução Animal, Universidade Estadual Paulista, Jaboticabal, SP, Brasil
| | | | | | - Marcus Antônio Rossi Feliciano
- Departamento de Reprodução Animal, Universidade Estadual Paulista, Jaboticabal, SP, Brasil.,Departamento de Clínica de Grandes Animais, Universidade Federal de Santa Maria, Santa Maria, RS, Brasil
| |
Collapse
|
8
|
Silva P, Maronezi MC, Padilha-Nakaghi LC, Gasser B, Pavan L, Nogueira Aires LP, Russo M, Spada S, Ramirez Uscategui RA, Moraes PC, Rossi Feliciano MA. Contrast-enhanced ultrasound evaluation of placental perfusion in brachicephalic bitches. Theriogenology 2021; 173:230-240. [PMID: 34399387 DOI: 10.1016/j.theriogenology.2021.08.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 08/06/2021] [Accepted: 08/07/2021] [Indexed: 10/20/2022]
Abstract
The present study aimed to investigate placental hemodynamics to determine quantitative and qualitative parameters for pregnant brachycephalic bitches as well as describe placental vascularization and perfusion in females with fetal abnormalities close to delivery. Forty-four healthy fetuses from 22 brachycephalic bitches and 9 fetuses with gestational abnormalities (anasarca and hydrocephalus) from 8 brachycephalic bitches were evaluated. All female dogs were artificially inseminated intravaginally and underwent cesarean section at the end of gestation. Pregnancy diagnosis was made on the 25th day and experimental evaluations were performed on Days 25 (M1), 45 (M2), and 58 (M3) of gestation in normal pregnancies. Fetuses with gestational abnormalities were evaluated at the last time point. Biometric values of the fetuses were determined by B-mode and vascular indices by Doppler fluxometry of the umbilical artery, whereas qualitative assessment of contrast filling and quantitative parameters of placental perfusion were performed using CEUS. Parameter comparisons among the examined fetuses (normal and abnormal) and between the moments (M1, M2, and M3) were performed by Student's t-test and ANOVA tests, and then correlated using the Spearman test. In healthy fetuses, systolic and diastolic velocities as well as the time averages of minimum and maximum velocities increased significantly from M2 to M3 (P < 0.05), whereas the pulsatility index (P < 0.043) and vascular resistance (P < 0.001) decreased. Contrast distribution was always homogeneous in placental tissues and CEUS filling parameters remained constant during the evaluated periods (P < 0.05). In fetuses with hydrops, Doppler values were similar to those obtained in healthy subjects (P > 0.05), but CEUS evaluation demonstrated a heterogeneous distribution with lower intensity of placental tissue filling and a delay in perfusion time (P < 0.05) with a diagnostic accuracy of 75%. The association of dopplerfluxometry and CEUS allowed evaluation of qualitative and quantitative parameters of physiological pregnancy hemodynamics in all gestational thirds without evidence of significant changes in the physiology of the maternal-fetal binomial, and CEUS was shown to be applicable in the detection of failures in placental vascular filling (tissue dysfunction) in fetuses with anasarca and hydrocephaly.
Collapse
Affiliation(s)
- Priscila Silva
- School of Agricultural and Veterinarian Sciences, São Paulo State University (Unesp), Jaboticabal, São Paulo, Brazil
| | - Marjury Cristina Maronezi
- School of Agricultural and Veterinarian Sciences, São Paulo State University (Unesp), Jaboticabal, São Paulo, Brazil
| | | | - Beatriz Gasser
- School of Agricultural and Veterinarian Sciences, São Paulo State University (Unesp), Jaboticabal, São Paulo, Brazil
| | | | - Luiz Paulo Nogueira Aires
- School of Agricultural and Veterinarian Sciences, São Paulo State University (Unesp), Jaboticabal, São Paulo, Brazil
| | - Marco Russo
- Department of Veterinary Medicine and Animal Sciences University of Naples "Federico II", Italy
| | - Stefano Spada
- Department of Veterinary Medicine and Animal Sciences University of Naples "Federico II", Italy
| | - Ricardo Andrés Ramirez Uscategui
- Institute of Agricultural Sciences, Federal University of the Jequitinhonha and Mucuri Valleys (UFVJM), Unaí, Minas Gerais, Brazil
| | - Paola Castro Moraes
- School of Agricultural and Veterinarian Sciences, São Paulo State University (Unesp), Jaboticabal, São Paulo, Brazil
| | - Marcus Antônio Rossi Feliciano
- School of Agricultural and Veterinarian Sciences, São Paulo State University (Unesp), Jaboticabal, São Paulo, Brazil; Diagnostic Imaging Service, Department of Large Animal Clinic, Federal University of Santa Maria (UFSM), Santa Maria, Rio Grande do Sul, Brazil.
| |
Collapse
|
9
|
Garcia Kako Rodriguez M, Correia Santos VJ, Ramirez Uscategui RA, Gomes Mariano RS, Rodrigues Simões AP, Del Aguila da Silva P, Maronezi MC, Padilha-Nakaghi LC, Lopes Avante M, M Bartlewski P, Rossi Feliciano MA. Maternal and fetal ultrasonographic characteristics, vulvar temperature, and vaginal mucous impedance as variables associated with the onset of parturition in term and induced pre-term ewes. Anim Reprod Sci 2020; 223:106647. [PMID: 33220617 DOI: 10.1016/j.anireprosci.2020.106647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 10/27/2020] [Accepted: 10/28/2020] [Indexed: 11/28/2022]
Abstract
The aim of this study was to assess and compare ultrasonographic characteristics of maternal and fetal structures, vulvar temperatures, and vaginal mucous impedance in pregnant ewes in the term parturition group (TPG, n = 15) and induced pre-term parturition group (IPPG; n = 15). All the measurements were taken every 12 h throughout the last gestational week. Maternal and fetal structures and the fetal heart rate (HR) were assessed using ultrasonography. The vulvar temperature and vaginal mucous impedance were determined using a non-contact infrared thermometer, and an electronic estrous detector, respectively. The vulvar temperature was less in the TPG and greater in the IPPG; the end-diastolic velocities (EDVs) of the arteries of the placentome and uterus gradually increased before parturition in the IPPG (P = 0.02, P = 0.02 and P = 0.009, respectively). The placentome shear wave velocity (SWV) was greater in the ewes of the IPPG than TPG 48, 36, and 0 h before parturition (P = 0.001). The following variables were associated with the onset of parturition within the next 12 h in the ewes of the IPPG: resistance index (< 0.54) and EDV (> 0.34 cm/s) of the uterine artery; and vulvar temperature (> 37.3 °C). A fetal kidney SWV of < 1.31 m/s was associated with the onset of parturition in the next 12 h in all the ewes. Results indicate vulvar temperature and certain maternal and fetal factors detected using ultrasonograpy may aid in determining fetal maturity and/or the time of parturition in ewes.
Collapse
Affiliation(s)
- Mariana Garcia Kako Rodriguez
- Department of Animal Reproduction, Faculdade de Ciências Agrárias e Veterinárias, Univ. Estadual Paulista "Júlio de Mesquita Filho" (FCAV/UNESP), 14884-900, Jaboticabal, São Paulo, Brazil.
| | - Victor José Correia Santos
- Department of Animal Reproduction, Faculdade de Ciências Agrárias e Veterinárias, Univ. Estadual Paulista "Júlio de Mesquita Filho" (FCAV/UNESP), 14884-900, Jaboticabal, São Paulo, Brazil.
| | - Ricardo Andres Ramirez Uscategui
- Institute of Agricultural Sciences, Universidade Federal dos Vales do Jequitinhonha e Mucuri (UFVJM), 38610-000, Unaí, Minas Gerais, Brazil.
| | - Renata Sitta Gomes Mariano
- Department of Animal Reproduction, Faculdade de Ciências Agrárias e Veterinárias, Univ. Estadual Paulista "Júlio de Mesquita Filho" (FCAV/UNESP), 14884-900, Jaboticabal, São Paulo, Brazil.
| | - Ana Paula Rodrigues Simões
- Department of Animal Reproduction, Faculdade de Ciências Agrárias e Veterinárias, Univ. Estadual Paulista "Júlio de Mesquita Filho" (FCAV/UNESP), 14884-900, Jaboticabal, São Paulo, Brazil.
| | - Priscila Del Aguila da Silva
- Department of Animal Reproduction, Faculdade de Ciências Agrárias e Veterinárias, Univ. Estadual Paulista "Júlio de Mesquita Filho" (FCAV/UNESP), 14884-900, Jaboticabal, São Paulo, Brazil.
| | - Marjury Cristina Maronezi
- Department of Veterinary Surgery, Faculdade de Ciências Agrárias e Veterinárias, Univ. Estadual Paulista "Júlio de Mesquita Filho" (FCAV/UNESP), 14884-900, Jaboticabal, São Paulo, Brazil.
| | - Luciana Cristina Padilha-Nakaghi
- Department of Animal Reproduction, Faculdade de Ciências Agrárias e Veterinárias, Univ. Estadual Paulista "Júlio de Mesquita Filho" (FCAV/UNESP), 14884-900, Jaboticabal, São Paulo, Brazil.
| | - Michele Lopes Avante
- Department of Veterinary Surgery, Faculdade de Ciências Agrárias e Veterinárias, Univ. Estadual Paulista "Júlio de Mesquita Filho" (FCAV/UNESP), 14884-900, Jaboticabal, São Paulo, Brazil.
| | - Pawel M Bartlewski
- Department of Biomedical Sciences, Ontario Veterinary College, University of Guelph, N1G 2W1, Guelph, Ontario, Canada.
| | - Marcus Antônio Rossi Feliciano
- Department of Animal Reproduction, Faculdade de Ciências Agrárias e Veterinárias, Univ. Estadual Paulista "Júlio de Mesquita Filho" (FCAV/UNESP), 14884-900, Jaboticabal, São Paulo, Brazil; Department of Large Animals Clinic and Surgery, Universidade Federal de Santa Maria (UFSM), 97105-900, Santa Maria, Rio Grande do Sul, Brazil.
| |
Collapse
|
10
|
Burti S, Longhin Osti V, Zotti A, Banzato T. Use of deep learning to detect cardiomegaly on thoracic radiographs in dogs. Vet J 2020; 262:105505. [PMID: 32792095 DOI: 10.1016/j.tvjl.2020.105505] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Revised: 07/04/2020] [Accepted: 07/06/2020] [Indexed: 12/31/2022]
Abstract
The purpose of this study was to develop a computer-aided detection (CAD) device based on convolutional neural networks (CNNs) to detect cardiomegaly from plain radiographs in dogs. Right lateral chest radiographs (n = 1465) were retrospectively selected from archives. The radiographs were classified as having a normal cardiac silhouette (No-vertebral heart scale [VHS]-Cardiomegaly) or an enlarged cardiac silhouette (VHS-Cardiomegaly) based on the breed-specific VHS. The database was divided into a training set (1153 images) and a test set (315 images). The diagnostic accuracy of four different CNN models in the detection of cardiomegaly was calculated using the test set. All tested models had an area under the curve >0.9, demonstrating high diagnostic accuracy. There was a statistically significant difference between Model C and the remainder models (Model A vs. Model C, P = 0.0298; Model B vs. Model C, P = 0.003; Model C vs. Model D, P = 0.0018), but there were no significant differences between other combinations of models (Model A vs. Model B, P = 0.395; Model A vs. Model D, P = 0.128; Model B vs. Model D, P = 0.373). Convolutional neural networks could therefore assist veterinarians in detecting cardiomegaly in dogs from plain radiographs.
Collapse
Affiliation(s)
- S Burti
- Department of Animal Medicine, Productions and Health, University of Padua, Viale Dell'Università 16, 35020 Legnaro, Padua, Italy
| | - V Longhin Osti
- Department of Animal Medicine, Productions and Health, University of Padua, Viale Dell'Università 16, 35020 Legnaro, Padua, Italy
| | - A Zotti
- Department of Animal Medicine, Productions and Health, University of Padua, Viale Dell'Università 16, 35020 Legnaro, Padua, Italy
| | - T Banzato
- Department of Animal Medicine, Productions and Health, University of Padua, Viale Dell'Università 16, 35020 Legnaro, Padua, Italy.
| |
Collapse
|
11
|
Rodrigues Simões AP, Cristina Maronezi M, Andres Ramirez Uscategui R, Garcia Kako Rodrigues M, Sitta Gomes Mariano R, Tavares de Almeida V, José Correia Santos V, Del Aguila da Silva P, Ricardo Russiano Vicente W, Antonio Rossi Feliciano M. Placental ARFI elastography and biometry evaluation in bitches. Anim Reprod Sci 2020; 214:106289. [PMID: 32087915 DOI: 10.1016/j.anireprosci.2020.106289] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Revised: 12/22/2019] [Accepted: 01/19/2020] [Indexed: 02/05/2023]
Abstract
Placental rigidity and biometry of twelve pregnant bitches were evaluated using B-mode and Acoustic Radiation Force Impulse (ARFI) ultrasonography, performed once daily, from day 15 of gestation until parturition. Specific software (Virtual Touch Tissue Quantification® VTTQ and Virtual Touch Tissue Imaging Quantification® VTTIQ) were used. Values for results for variables were correlated and regression models related to gestational day were used to make evaluations. Maternal-fetal placental thickness increased to day 63 (P < 0.0001; R² = 0.91); maternal placental thickness increased until day 40 (P = 0.0340; R² = 0.54); and fetal placental thickness increased to day 50 (P < 0.0001; R² = 0.83) of gestation. Shear wave velocity (SWV) of the dorsal (P < 0.0010) was greater than lateral, which in turn was greater (P = 0.020) than the ventral area. The SWV of the dorsal area as determined using VTTQ, decreased from day 21-35 and increased to day 56 of gestation (P = 0.0291; R² = 0.4021); lateral SWV decreased from day 24-45 and increased until the time of parturition (P < 0.001; R² = 0.6055). The SWV of the dorsal area, as determined using VTTIQ, decreased from day 21-43 and then increased to day 60 of gestation (P = 0.0016; R² = 0.5075); and ventral area SWV increased from day 21-23 and decreased until the time of parturition (P < 0.001; R² = 0.8055). Placental alterations reflect structural and biochemical gestational adaptations and can become useful techniques for obstetrics.
Collapse
Affiliation(s)
- Ana Paula Rodrigues Simões
- Department of Animal Reproduction, Faculty of Agricultural and Veterinary Sciences, Univ. Estadual Paulista "Júlio de Mesquita Filho", Jaboticabal, São Paulo, Brazil.
| | - Marjury Cristina Maronezi
- Department of Veterinary Surgery, Faculty of Agricultural and Veterinary Sciences, Univ. Estadual Paulista "Júlio de Mesquita Filho", Jaboticabal, São Paulo, Brazil
| | | | - Mariana Garcia Kako Rodrigues
- Department of Animal Reproduction, Faculty of Agricultural and Veterinary Sciences, Univ. Estadual Paulista "Júlio de Mesquita Filho", Jaboticabal, São Paulo, Brazil
| | - Renata Sitta Gomes Mariano
- Department of Animal Reproduction, Faculty of Agricultural and Veterinary Sciences, Univ. Estadual Paulista "Júlio de Mesquita Filho", Jaboticabal, São Paulo, Brazil
| | - Vivian Tavares de Almeida
- Department of Animal Reproduction, Faculty of Agricultural and Veterinary Sciences, Univ. Estadual Paulista "Júlio de Mesquita Filho", Jaboticabal, São Paulo, Brazil
| | - Victor José Correia Santos
- Department of Animal Reproduction, Faculty of Agricultural and Veterinary Sciences, Univ. Estadual Paulista "Júlio de Mesquita Filho", Jaboticabal, São Paulo, Brazil
| | - Priscila Del Aguila da Silva
- Department of Animal Reproduction, Faculty of Agricultural and Veterinary Sciences, Univ. Estadual Paulista "Júlio de Mesquita Filho", Jaboticabal, São Paulo, Brazil
| | - Wilter Ricardo Russiano Vicente
- Department of Animal Reproduction, Faculty of Agricultural and Veterinary Sciences, Univ. Estadual Paulista "Júlio de Mesquita Filho", Jaboticabal, São Paulo, Brazil
| | - Marcus Antonio Rossi Feliciano
- Department of Animal Reproduction, Faculty of Agricultural and Veterinary Sciences, Univ. Estadual Paulista "Júlio de Mesquita Filho", Jaboticabal, São Paulo, Brazil; Department of Large Animals Clinic and Surgery. Federal University of Santa Maria (UFSM), Santa Maria, Rio Grande do Sul, Brazil
| |
Collapse
|
12
|
Mantziaras G, Luvoni GC. Advanced ultrasound techniques in small animal reproduction imaging. Reprod Domest Anim 2020; 55 Suppl 2:17-25. [PMID: 31913545 DOI: 10.1111/rda.13587] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Revised: 11/04/2019] [Accepted: 11/08/2019] [Indexed: 12/13/2022]
Abstract
Ultrasonography is the imaging technology of choice for the evaluation of the reproduction system and of pregnancy in both humans and animals. Over the past 10 years, there have been significant technological improvements of the equipment, while new technologies have been developed. Doppler, contrast-enhanced ultrasonography, elastography, and 3D/4D ultrasonography are advanced ultrasound techniques that have been designed as methods to increase the diagnostic sensitivity of two-dimensional (b-mode) ultrasound, and not as stand-alone tests. The basic physics as well as the advantages and limitations of these advanced ultrasound methods are briefly described. In the reproductive diagnostics of small animals, these techniques have gained an increased popularity as proved by the increased publication of several reports that are also briefly summarized in this review. Clinical applicability is to date limited because of a lack of research on the diagnostic value in concrete situations. Future research projects should focus also on standardization of the used techniques, on determination of thresholds to discriminate between healthy or diseases or fertile versus infertile and on the predictive value of advanced ultrasound findings. Continuing development and optimization of different ultrasound techniques as well as the increase of related scientific interest and worldwide research promises that the clinical interest on the use of advanced ultrasound techniques will increase in future.
Collapse
Affiliation(s)
| | - Gaia Cecilia Luvoni
- Dipartimento di Scienze Veterinarie per la Salute, la Produzione Animale e la Sicurezza Alimentare, Università degli Studi di Milano, Milano, Italy
| |
Collapse
|