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Corsini A, Del Baldo F, Lunetta F, Ribichini S, Giunti M, Fidanzio F, Fracassi F. Total thyroxine, triiodothyronine, and thyrotropin concentrations during acute nonthyroidal illness and recovery in dogs. J Vet Intern Med 2024; 38:1345-1352. [PMID: 38654457 PMCID: PMC11099717 DOI: 10.1111/jvim.17059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 03/20/2024] [Indexed: 04/26/2024] Open
Abstract
BACKGROUND Acute illness can result in changes in serum total thyroxine (tT4), total triiodothyronine (tT3), and thyrotropin (TSH) concentrations in euthyroid dogs defined as nonthyroidal illness syndrome, but longitudinal evaluation of these hormones during the recovery phase is lacking. OBJECTIVES To longitudinally evaluate serum tT4, tT3, and TSH concentrations during the acute phase and recovery from acute illness in dogs. ANIMALS Nineteen euthyroid client-owned dogs hospitalized for acute illness at a veterinary teaching hospital. METHODS Prospective longitudinal study. Serum tT4, tT3, and TSH concentrations were measured at the admission (T0), at last day of hospitalization (T1), and during the recovery phase at 3, 7, 14, and 21 days after the discharge (T2, T3, T4, and T5), respectively. RESULTS tT4 and tT3 were below the reference interval (RI) at T0 in 3 (16%) and 18 (95%) dogs, respectively; tT4 normalized in all dogs early in the recovery phase, while low tT3 persisted at the end of the study in 16 (83%) dogs. Median TSH concentrations were increased at T5 compared with T1 (0.19 ng/mL [range 0.03-0.65] vs 0.11 ng/mL [range (0.05-0.26)], mean difference = 0.09 ng/mL; P = .03). Five (26%) dogs had TSH above the RI at least at 1 time point during the recovery phase. None of the dogs had concurrent low tT4 and high TSH during the study. CONCLUSIONS AND CLINICAL RELEVANCE In euthyroid dogs acute illness can interfere with evaluation of thyroid function up to 21 days during the recovery phase. Thyroid testing should be avoided or postponed in these dogs.
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Affiliation(s)
- Andrea Corsini
- Department of Veterinary Medical SciencesAlma Mater Studiorum‐University of BolognaOzzano EmiliaItaly
- Department of Veterinary Medical SciencesUniversity of ParmaParmaItaly
| | - Francesca Del Baldo
- Department of Veterinary Medical SciencesAlma Mater Studiorum‐University of BolognaOzzano EmiliaItaly
| | - Francesco Lunetta
- Department of Veterinary Medical SciencesAlma Mater Studiorum‐University of BolognaOzzano EmiliaItaly
| | - Serena Ribichini
- Department of Veterinary Medical SciencesAlma Mater Studiorum‐University of BolognaOzzano EmiliaItaly
| | - Massimo Giunti
- Department of Veterinary Medical SciencesAlma Mater Studiorum‐University of BolognaOzzano EmiliaItaly
| | | | - Federico Fracassi
- Department of Veterinary Medical SciencesAlma Mater Studiorum‐University of BolognaOzzano EmiliaItaly
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Corsini A, Lunetta F, Alboni F, Drudi I, Faroni E, Fracassi F. Development and internal validation of diagnostic prediction models using machine-learning algorithms in dogs with hypothyroidism. Front Vet Sci 2023; 10:1292988. [PMID: 38169885 PMCID: PMC10758480 DOI: 10.3389/fvets.2023.1292988] [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: 09/12/2023] [Accepted: 12/08/2023] [Indexed: 01/05/2024] Open
Abstract
Introduction Hypothyroidism can be easily misdiagnosed in dogs, and prediction models can support clinical decision-making, avoiding unnecessary testing and treatment. The aim of this study is to develop and internally validate diagnostic prediction models for hypothyroidism in dogs by applying machine-learning algorithms. Methods A single-institutional cross-sectional study was designed searching the electronic database of a Veterinary Teaching Hospital for dogs tested for hypothyroidism. Hypothyroidism was diagnosed based on suggestive clinical signs and thyroid function tests. Dogs were excluded if medical records were incomplete or a definitive diagnosis was lacking. Predictors identified after data processing were dermatological signs, alopecia, lethargy, hematocrit, serum concentrations of cholesterol, creatinine, total thyroxine (tT4), and thyrotropin (cTSH). Four models were created by combining clinical signs and clinicopathological variables expressed as quantitative (models 1 and 2) and qualitative variables (models 3 and 4). Models 2 and 4 included tT4 and cTSH, models 1 and 3 did not. Six different algorithms were applied to each model. Internal validation was performed using a 10-fold cross-validation. Apparent performance was evaluated by calculating the area under the receiver operating characteristic curve (AUROC). Results Eighty-two hypothyroid and 233 euthyroid client-owned dogs were included. The best performing algorithms were naive Bayes in model 1 (AUROC = 0.85; 95% confidence interval [CI] = 0.83-0.86) and in model 2 (AUROC = 0.98; 95% CI = 0.97-0.99), logistic regression in model 3 (AUROC = 0.88; 95% CI = 0.86-0.89), and random forest in model 4 (AUROC = 0.99; 95% CI = 0.98-0.99). Positive predictive value was 0.76, 0.84, 0.93, and 0.97 in model 1, 2, 3, and 4, respectively. Negative predictive value was 0.89, 0.89, 0.99, and 0.99 in model 1, 2, 3, and 4, respectively. Discussion Machine learning-based prediction models were accurate in predicting and quantifying the likelihood of hypothyroidism in dogs based on internal validation performed in a single-institution, but external validation is required to support the clinical applicability of these models.
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Affiliation(s)
- Andrea Corsini
- Department of Veterinary Medical Sciences, Alma Mater Studiorum-University of Bologna, Ozzano Emilia, Italy
- Department of Veterinary Sciences, University of Parma, Parma, Italy
| | - Francesco Lunetta
- Department of Veterinary Medical Sciences, Alma Mater Studiorum-University of Bologna, Ozzano Emilia, Italy
| | - Fabrizio Alboni
- Department of Statistical Sciences, Alma Mater Studiorum-University of Bologna, Bologna, Italy
| | - Ignazio Drudi
- Department of Statistical Sciences, Alma Mater Studiorum-University of Bologna, Bologna, Italy
| | - Eugenio Faroni
- Department of Veterinary Medical Sciences, Alma Mater Studiorum-University of Bologna, Ozzano Emilia, Italy
| | - Federico Fracassi
- Department of Veterinary Medical Sciences, Alma Mater Studiorum-University of Bologna, Ozzano Emilia, Italy
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van Zyl E, Leisewitz AL, Atkinson BK, Goddard A, Rautenbach Y, Thompson PN, Schoeman JP. Serial changes in the concentrations of cortisol and thyroid hormones in Beagle dogs infected with Babesia rossi. Ticks Tick Borne Dis 2023; 14:102107. [PMID: 36535203 DOI: 10.1016/j.ttbdis.2022.102107] [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: 10/23/2021] [Revised: 11/13/2022] [Accepted: 11/13/2022] [Indexed: 12/14/2022]
Abstract
An experimental infection using Babesia (B.) rossi was performed in healthy male Beagle dogs to assess the changes in endocrine variables during disease. Two dogs were infected with a low dose (LD) of parasite inoculum (104 parasites) and three dogs were infected with a high dose (HD) (108 parasites). Basal serum cortisol, thyroxine (T4), and thyrotropin (TSH) concentrations were measured every second day. Samples were analyzed using a solid- phase, competitive chemiluminescent enzyme immunoassay (Immulyte® 2000, Siemens). Variables were compared between groups and timepoints using linear mixed models. In both groups, the median cortisol concentration increased, whilst the median T4 concentration decreased after infection, with a return towards baseline concentration post treatment. The highest cortisol and the lowest T4 concentrations were reached at 96 h and 108 h post infection, respectively, in the HD group and slightly later at 108 and 144 h post-infection, respectively, in the LD group. A higher cortisol concentration with a more rapid increase, and a lower T4 concentration with a more rapid decline, were associated with disease severity and a higher dose of parasite inoculum. The TSH concentration remained within the reference interval throughout the study period. This study illustrated the temporal changes in endocrine parameters during experimental B. rossi infection and demonstrated that cortisol and T4 tracked the severity of disease, albeit in opposite directions.
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Affiliation(s)
- E van Zyl
- Department of Companion Animal Clinical Studies, Faculty of Veterinary Science, University of Pretoria, 175 Bryanston drive, Bryanston, Onderstepoort, Johannesburg 2021, South Africa.
| | - A L Leisewitz
- Department of Companion Animal Clinical Studies, Faculty of Veterinary Science, University of Pretoria, 175 Bryanston drive, Bryanston, Onderstepoort, Johannesburg 2021, South Africa
| | - B K Atkinson
- Department of Companion Animal Clinical Studies, Faculty of Veterinary Science, University of Pretoria, 175 Bryanston drive, Bryanston, Onderstepoort, Johannesburg 2021, South Africa
| | - A Goddard
- Department of Companion Animal Clinical Studies, Faculty of Veterinary Science, University of Pretoria, 175 Bryanston drive, Bryanston, Onderstepoort, Johannesburg 2021, South Africa
| | - Y Rautenbach
- Department of Companion Animal Clinical Studies, Faculty of Veterinary Science, University of Pretoria, 175 Bryanston drive, Bryanston, Onderstepoort, Johannesburg 2021, South Africa
| | - P N Thompson
- Department of Production Animal Studies, Faculty of Veterinary Science, University of Pretoria, Onderstepoort, South Africa
| | - J P Schoeman
- Department of Companion Animal Clinical Studies, Faculty of Veterinary Science, University of Pretoria, 175 Bryanston drive, Bryanston, Onderstepoort, Johannesburg 2021, South Africa
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Spence S. Canine hypothyroidism: avoiding over diagnosing the condition. IN PRACTICE 2022. [DOI: 10.1002/inpr.74] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Pasternak JA, MacPhee DJ, Lunney JK, Rowland RRR, Dyck MK, Fortin F, Dekkers JCM, Plastow GS, Harding JCS. Thyroid hormone suppression in feeder pigs following polymicrobial or porcine reproductive and respiratory syndrome virus-2 challenge. J Anim Sci 2021; 99:6420436. [PMID: 34734242 DOI: 10.1093/jas/skab325] [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: 09/10/2021] [Accepted: 11/01/2021] [Indexed: 01/18/2023] Open
Abstract
Thyroid hormones are powerful regulators of growth, development, and basal metabolic rate and can be dysregulated under conditions of severe stress or illness. To understand the role of these hormones in porcine disease response, serum samples were obtained from three batches of nursery-aged pigs (n = 208) exposed to a natural polymicrobial disease challenge with an array of bacterial and viral pathogens. Levels of total thyroxin (T4) and triiodothyronine (T3) assessed in sera by radioimmunoassay, decreased significantly by 14 days post-exposure (DPE). Levels of T3 partially rebounded by 48 DPE, while T4 levels remain depressed. Post-exposure T3 and T4 levels were positively correlated with acute and long-term average daily gain (ADG). Cross-sectional sampling of animals maintained at the high health source farms, showed no equivalent change in either hormone when managed under standard industrial conditions. To further elucidate the effect of porcine reproductive and respiratory syndrome virus (PRRSV)-infection on thyroid hormone levels, archived sera over 42 days post inoculation (DPI) from nursery pigs (N = 190) challenged with one of two PRRSV2 strains by the PRRS Host Genetics Consortium were similarly assessed, with animals selected in a two-by-two design, to investigate biological extremes in ADG and viral load (VL). All animals showed a similar decrease in both thyroid hormones reaching a minimum at 7 DPI and returning to near pre-challenge levels by 42 DPI. Post-challenge T3 and T4 levels were significantly greater in high ADG groups, with no significant association with VL or strain. The results of this study demonstrate porcine susceptibility to thyroid disruption in response to disease challenge and demonstrate a relationship between this response and growth performance.
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Affiliation(s)
- J Alex Pasternak
- Department of Animal Sciences, Purdue University, West Lafayette, IN 47907, USA
| | - Daniel J MacPhee
- Western College of Veterinary Medicine, University of Saskatchewan, Saskatoon, SK S7N 5B4, Canada
| | | | - Raymond R R Rowland
- College of Veterinary Medicine, University of Illinois, Urbana, IL 61802, USA
| | - Michael K Dyck
- Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, AB T6G 2R3, Canada
| | - Frédéric Fortin
- Centre de développement du porc du Québec Inc., Québec City, QC G1V 4M6, Canada
| | - Jack C M Dekkers
- Department of Animal Science, Iowa State University, Ames, IA 50011, USA
| | - Graham S Plastow
- Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, AB T6G 2R3, Canada
| | - John C S Harding
- Western College of Veterinary Medicine, University of Saskatchewan, Saskatoon, SK S7N 5B4, Canada
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Corsini A, Faroni E, Lunetta F, Fracassi F. Recombinant human thyrotropin stimulation test in 114 dogs with suspected hypothyroidism: a cross-sectional study. J Small Anim Pract 2020; 62:257-264. [PMID: 33341942 DOI: 10.1111/jsap.13290] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Revised: 10/03/2020] [Accepted: 11/26/2020] [Indexed: 12/01/2022]
Abstract
OBJECTIVE To evaluate the performance and define cut-offs for the interpretation of a thyroid-stimulating hormone (TSH) stimulation test with a recombinant human TSH dose of 75 μg/dog administered intravenously in dogs with suspected hypothyroidism. MATERIALS AND METHODS Cross-sectional study. Medical records of dogs presented for suspected hypothyroidism were retrospectively reviewed. Animals were included if a TSH stimulation test with a recombinant human TSH dose of 75 μg/dog was performed and follow-up was available. Dogs with a post-TSH serum total thyroxine (T4) level of ≥2.2 μg/dL were considered euthyroid. Dogs with a post-TSH T4 level of <2.2 μg/dL were classified as hypothyroid or euthyroid based on follow-up, including response to levothyroxine supplementation. A receiver operating characteristic curve analysis was used to define the performance of the test. RESULTS One hundred and fourteen dogs were included. Forty were classified as hypothyroid and 74 as euthyroid. Post-TSH T4 cut-offs of 1.3 and 1.7 μg/dL showed sensitivities of 92.5 and 100% and specificities of 97.3 and 93.2%, respectively. Post-TSH T4 levels of >1.7 μg/dL had a negative predictive value of 100%. Post-TSH T4 levels of <1.3 μg/dL showed a positive predictive value of 94.9%. Area under the ROC curve for post-TSH T4 was 0.99. CLINICAL SIGNIFICANCE A TSH stimulation test performed with a recombinant human TSH dose of 75 μg/dog is highly reliable to discriminate between hypothyroid and euthyroid dogs, even in cases of concurrent non-thyroidal illness or administration of medications. A post-stimulation T4 concentration of >1.7 μg/dL is suggestive of normal thyroid function.
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Affiliation(s)
- A Corsini
- Department of Veterinary Medical Sciences, University of Bologna, Ozzano dell'Emilia, Bologna, Italy
| | - E Faroni
- Department of Veterinary Medical Sciences, University of Bologna, Ozzano dell'Emilia, Bologna, Italy
| | - F Lunetta
- Department of Veterinary Medical Sciences, University of Bologna, Ozzano dell'Emilia, Bologna, Italy
| | - F Fracassi
- Department of Veterinary Medical Sciences, University of Bologna, Ozzano dell'Emilia, Bologna, Italy
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Peterson ME, Davignon DL, Shaw N, Dougherty E, Rishniw M, Randolph JF. Serum thyroxine and thyrotropin concentrations decrease with severity of nonthyroidal illness in cats and predict 30-day survival outcome. J Vet Intern Med 2020; 34:2276-2286. [PMID: 33001488 PMCID: PMC7694795 DOI: 10.1111/jvim.15917] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Revised: 09/12/2020] [Accepted: 09/18/2020] [Indexed: 12/19/2022] Open
Abstract
Background In cats, nonthyroidal illness affects serum thyroid hormone concentrations. Serum thyroxine (T4) and triiodothyronine (T3) concentrations commonly decrease, whereas free T4 (fT4) concentrations vary unpredictably. Limited information exists regarding effects on serum thyrotropin (thyroid‐stimulating hormone [TSH]) concentrations in cats with nonthyroidal illness syndrome (NTIS). Objectives To characterize alterations in thyroid function that develop in cats with NTIS and to correlate these alterations with severity and outcome of the nonthyroidal illness. Animals Two hundred and twenty‐two cats with NTIS and 380 clinically normal cats of similar age and sex. Methods Prospective, cross‐sectional study. All cats had serum T4, T3, free T4, and TSH concentrations measured. Cats were grouped based on illness severity and 30‐day survival. Results Cats with NTIS had lower serum T4 and T3 concentrations than did normal cats (P < .001). Serum fT4 and TSH concentrations did not differ between groups. Serum T4, T3, and fT4 concentrations progressively decreased with increasing disease severity (P < .001). The 56 cats that died had lower T4, T3, and TSH concentrations than did the 166 survivors, with no difference in fT4 concentration. Multivariable logistic regression modeling indicated that serum T4 and TSH concentrations both predicted survival (P < .02). Conclusions and Clinical Importance Cats with NTIS commonly develop low serum T4, T3, and TSH concentrations, the prevalence and extent of which increases with disease severity. Clinicians should consider evaluating thyroid function in cats with severe NTIS, because doing so could help determine probability of successful treatment responses before investing considerable time, effort, and finances in addressing the underlying disease.
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Affiliation(s)
- Mark E Peterson
- Animal Endocrine Clinic, New York, New York, USA.,College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | | | - Nicole Shaw
- Veterinary Emergency and Referral Group, Brooklyn, New York, USA
| | | | - Mark Rishniw
- College of Veterinary Medicine, Cornell University, Ithaca, New York, USA.,Veterinary Information Network, Davis, California, USA
| | - John F Randolph
- College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
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Sakai A, Iwatani N, Harada K. Improvement Effect of 5-Aminolevulinic Acid on Hyperlipidemia in Miniature Schnauzer Dogs: An Open Study in 5 Cases of One Pedigree. Yonago Acta Med 2020; 63:234-238. [PMID: 32884444 DOI: 10.33160/yam.2020.08.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Accepted: 06/22/2020] [Indexed: 01/23/2023]
Abstract
This is the first study to examine the long-term effect of 5-aminolevulinic acid mainly on serum lipoproteins in dogs with hyperlipidemia. We studied 5 Miniature Schnauzer cases whose fasting serum total triglyceride and very-low-density lipoprotein of triglyceride levels were extremely high (635 ± 116 and 520 ± 92 mg/dL, respectively). Although the total cholesterol values were normal, the very-low-density lipoprotein of cholesterol level was high (49 ± 7 mg/dL). Each dog received a 5-aminolevulinic acid supplement (5 mg/day) orally for 6 months. The mean values of total triglyceride, very-low-density lipoprotein of both triglyceride and cholesterol decreased significantly after the treatment period (319 ± 29, 245 ± 18, and 27 ± 2 mg/dL, respectively, P < 0.05). Our present results may present evidence that 5-ALA administration contributes to improvement of hyperlipidemia in Miniature Schnauzer.
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Affiliation(s)
- Aki Sakai
- One Health Business Department, Neopharma Japan Co., Ltd., Tokyo 102-0071, Japan.,Anchor Trust Animal Hospital, Tokyo
| | - Nao Iwatani
- One Health Business Department, Neopharma Japan Co., Ltd., Tokyo 102-0071, Japan.,Anchor Trust Animal Hospital, Tokyo
| | - Kazuki Harada
- Department of Veterinary Internal Medicine, Faculty of Agriculture, Tottori University, Tottori 680-8550, Japan
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