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Ogundare W, Teeple K, Fisher E, Davis C, Reis LG, Jannasch A, Beckett LM, Schinckel A, Minor R, Casey T. Cooling lactating sows exposed to early summer heat wave alters circadian patterns of behavior and rhythms of respiration, rectal temperature, and saliva melatonin. PLoS One 2024; 19:e0310787. [PMID: 39480888 PMCID: PMC11527313 DOI: 10.1371/journal.pone.0310787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 07/30/2024] [Indexed: 11/02/2024] Open
Abstract
Heat stress (HS) exerts detrimental effects on animal production, with lactating sows being particularly vulnerable. Understanding the mechanisms involved in HS response could aid in developing effective strategies against the negative impacts on livestock. Recent genome wide association studies identified two core circadian clock genes as potential candidates in mediating HS response. The study aimed to investigate how cooling lactating sows under natural heat stress conditions impacted circadian patterns of respiration rate (RR), rectal temperature (RT), behavior, salivary melatonin and cortisol levels, and diurnal patterns of cytokines in saliva. Mixed parity lactating sows were assigned to one of two treatment groups: electronic cooling pad (C; n = 9) and heat-stressed (H; n = 9). The experiment spanned two 48 h periods of elevated ambient temperatures due to summer heat wave. In the first 48 h period, RR was recorded every 30 min, RT every 60 min, and behaviors (eating, standing, sitting, laying, sleeping, drinking, and nursing) every 5 min. In the second 48 h period, saliva samples were collected every 4 h. Cooling reduced RR and RT and altered circadian patterns (P < 0.05). Cooling did not affect amount of time engaged in any behavior over the 48 h period (P > 0.05), however, daily patterns of eating, standing and laying differed between the treatments (P < 0.05), with altered eating behavior related to RT increment in H sows (P < 0.05). Cooling increased and altered the circadian pattern of salivary melatonin (P < 0.05). Cooling also influenced the diurnal pattern of saliva cytokines. Cooling had no impact on saliva cortisol levels. In conclusion, cooling HS sows impacted circadian rhythms of physiology and behavior, supporting the need for further research to understand if circadian disruption underlies decreased production efficiency of HS animals.
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Affiliation(s)
- Wonders Ogundare
- Department of Animal Sciences, North Carolina Agricultural and Technical State University, Greensboro, North Carolina, United States of America
| | - Kelsey Teeple
- Department of Animal Sciences, Purdue University, West Lafayette, Indiana, United States of America
| | - Elizabeth Fisher
- Department of Animal Sciences, Purdue University, West Lafayette, Indiana, United States of America
| | - Corrin Davis
- Department of Animal Sciences, Purdue University, West Lafayette, Indiana, United States of America
| | - Leriana Garcia Reis
- Department of Animal Sciences, Purdue University, West Lafayette, Indiana, United States of America
| | - Amber Jannasch
- Metabolite Profiling Facility, Bindley Bioscience Center, Purdue University, West Lafayette, IN, United States of America
| | - Linda M. Beckett
- Department of Animal Sciences, Purdue University, West Lafayette, Indiana, United States of America
| | - Allan Schinckel
- Department of Animal Sciences, Purdue University, West Lafayette, Indiana, United States of America
| | - Radiah Minor
- Department of Animal Sciences, North Carolina Agricultural and Technical State University, Greensboro, North Carolina, United States of America
| | - Theresa Casey
- Department of Animal Sciences, Purdue University, West Lafayette, Indiana, United States of America
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Dos Santos GA, Gomes LVL, do Carmo de Oliveira M, da Silva FG, de Oliveira AMA, do Nascimento Rangel AH, de Araújo MS, Silva CM, Ferreira RA, Moreira RHR. Effects of evaporative cooling systems on the performance of lactating sows in a tropical climate. Trop Anim Health Prod 2024; 56:54. [PMID: 38261022 DOI: 10.1007/s11250-024-03891-6] [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: 10/05/2023] [Accepted: 01/05/2024] [Indexed: 01/24/2024]
Abstract
This study evaluated litter performance, behavioral and physiological parameters, and milk characteristics of sows submitted to different thermal environments. Fifty sows were distributed in a completely randomized design with two treatments: an evaporative cooling system (ECS) and a conventional system (CS). Sow and its litter were characterized as an experimental unit. The animals were weighed at equalization and weaning. Feed intake, milk production, and bromatological characteristics of milk were measured; the sows respiratory rate, rectal, and surface temperature were monitored. Litter uniformity was determined at equalization and weaning. Behaviors of the sows and litters were monitored for 24 h on the 7th and 15th day of lactation. Temperature and relative humidity inside the maternity was 25.00 to 28.00 °C and 26.00 to 32.55 °C and 30.00 to 70.00% and 70.00 to 88.00%, respectively, considering ECS and CS. Nutritional quality of the milk remained stable during lactation in both systems evaluated. ECS improved the average weight of the piglets, weaning weight, and daily milk production by 0.038, 0.699, and 2.31 kg/day, respectively. Sows housed in the ECS had a reduction in physiological parameters and, increase in inactive alert behavior (1.79 percentage points) and breastfeeding behavior. Piglets showed a decrease of 2.43% in the range of feedings at night and 0.15% during the day. ECS provided better comfort to the sows at the expense of the CS and, consequently, better litter performance.
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Affiliation(s)
- Gleyson Araújo Dos Santos
- Department of Animal Science, Universidade Federal Rural do Semi-Árido, Mossoró, Rio Grande do Norte, Brazil
| | - Lígia Vanessa Leandro Gomes
- Department of Animal Science, Universidade Federal Rural do Semi-Árido, Mossoró, Rio Grande do Norte, Brazil
| | - Maria do Carmo de Oliveira
- Department of Animal Science, Universidade Federal Rural do Semi-Árido, Mossoró, Rio Grande do Norte, Brazil
| | - Fernanda Gomes da Silva
- Department of Animal Science, Universidade Federal Rural do Semi-Árido, Mossoró, Rio Grande do Norte, Brazil
| | | | | | - Marcelle Santana de Araújo
- Department of Animal Science, Universidade Federal Rural do Semi-Árido, Mossoró, Rio Grande do Norte, Brazil
| | - Camilla Mendonça Silva
- Department of Animal Science, Universidade Federal Rural de Pernambuco, Recife, Pernambuco, Brazil
| | - Rony Antônio Ferreira
- Department of Animal Science, Universidade Federal de Lavras, Lavras, Minas Gerais, Brazil
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Choi YH, Min YJ, Jeon DY, Jin HJ, Jeong YD, Park HJ, Hosseindoust A, Ha SH, Mun JY, Kim JS, Kim JE. Beet pulp as soluble fiber source and dietary energy levels for growing pigs under heat stress. JOURNAL OF ANIMAL SCIENCE AND TECHNOLOGY 2023; 65:989-1001. [PMID: 37969341 PMCID: PMC10640937 DOI: 10.5187/jast.2023.e30] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 03/02/2023] [Accepted: 03/17/2023] [Indexed: 11/17/2023]
Abstract
The study evaluated the effects of dietary fiber and energy levels administered during two growing periods (d 0-28 and d 29-56) for pigs exposed to a high temperature. A total of 96 growing pigs were used in six treatments as: Two treatments in thermoneutral temperature (21°C-24°C) with dietary energy of 3,300 and the inclusion of high or low fiber, two treatments in heat stress (30°C-34°C) with dietary energy of 3,300 and the inclusion of high or low fiber, and two treatments in heat stress with dietary energy of 3,450 and the inclusion of high or low fiber. Among standard energy level treatments, heat-stressed pigs showed lower average daily gain (ADG), feed intake, digestibility of dry matter, gross energy, crude protein, and crude fiber in phases 1 and 2. Moreover, higher concentrations of acetate, propionate, butyrate, and total short-chain fatty acid (SCFA) in feces were shown in pigs fed high fiber diets. There was a negative interaction between dietary fiber and energy for the fecal concentration of isobutyrate in phase 1 and valerate in phase 2. Pigs in heat stress treatments showed a higher rectal temperature, respiratory rate, hair cortisol, plasma zonulin, and fecal lipocalin-2. Among heat stress treatments, the overall ADG was increased in pigs fed high fiber. Pigs fed high dietary fiber showed a greater concentration of acetate, propionate, butyrate, and total SCFA. High fiber treatments decreased plasma zonulin. In conclusion, the inclusion of beet pulp, soluble fiber, at the level of 4% looks necessary in pigs diet during heat stress.
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Affiliation(s)
- Yo Han Choi
- Swine Science Division, National Institute
of Animal Science, Rural Development Administration, Cheonan
31000, Korea
| | - Ye Jin Min
- Swine Science Division, National Institute
of Animal Science, Rural Development Administration, Cheonan
31000, Korea
| | - Da Yeon Jeon
- Swine Science Division, National Institute
of Animal Science, Rural Development Administration, Cheonan
31000, Korea
| | - Hyun Ju Jin
- Swine Science Division, National Institute
of Animal Science, Rural Development Administration, Cheonan
31000, Korea
| | - Yong Dae Jeong
- Swine Science Division, National Institute
of Animal Science, Rural Development Administration, Cheonan
31000, Korea
| | - Hyun Ju Park
- Swine Science Division, National Institute
of Animal Science, Rural Development Administration, Cheonan
31000, Korea
| | - Abdolreza Hosseindoust
- Department of Animal Industry Convergence,
Kangwon National University, Chuncheon 24341, Korea
| | - Sang Hun Ha
- Department of Animal Industry Convergence,
Kangwon National University, Chuncheon 24341, Korea
| | - Jun Young Mun
- Department of Animal Industry Convergence,
Kangwon National University, Chuncheon 24341, Korea
| | - Jin Soo Kim
- Department of Animal Industry Convergence,
Kangwon National University, Chuncheon 24341, Korea
| | - Jo Eun Kim
- Swine Science Division, National Institute
of Animal Science, Rural Development Administration, Cheonan
31000, Korea
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Tajudeen H, Moturi J, Hosseindoust A, Ha S, Mun J, Choi Y, Sa S, Kim J. Effects of various Cooling Methods and Drinking Water Temperatures on Reproductive Performance and Behavior in Heat Stressed Sows. JOURNAL OF ANIMAL SCIENCE AND TECHNOLOGY 2022; 64:782-791. [PMID: 35969713 PMCID: PMC9353355 DOI: 10.5187/jast.2022.e33] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 04/20/2022] [Accepted: 04/29/2022] [Indexed: 11/29/2022]
Abstract
The purpose of this study is to evaluate the effects of multiple cooling systems
and different drinking water temperatures (DWT) on the performance of sows and
their hair cortisol levels during heat stress. In this study, the effect of four
different cooling systems: air conditioner (AC), cooling pad (CP), snout cooling
(SC), and mist spray (MS), and two DWT, namely low water temperature (LWT) and
high water temperature (HWT) on 48 multiparous sows (Landrace ×
Yorkshire; 242.84 ± 2.89 kg) was tested. The experiment is based on the
use of eight replicas during a 21-days test. Different behaviors were recorded
under different cooling treatments in sows. As a result, behaviors such as
drinking, standing, and position change were found to be lower in sows under the
AC and CP treatments than in those under the SC and MS treatments. Lying
behavior increased under the AC and CP systems as compared with that under the
SC and MS, systems. The average daily feed intake (ADFI) in sows and weight at
weaning in piglets was higher under the AC, CP, and LWT treatments than under
the SC, MS and HWT treatments. Sows subjected to SC and MS treatment showed
higher hair cortisol levels, rectal temperature, and respiratory rate during
lactation than those under AC and CP treatments. Hair cortisol levels, rectal
temperature, and respiratory rate were also higher under the HWT than under the
LWT treatment. As per the results of this study, the LWT has no significant
effect on any of the behavioral factors. Taken together, the use of AC and CP
cooling treatment is highly recommended to improve the behavior and to reduce
the stress levels in lactating sows.
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Affiliation(s)
- Habeeb Tajudeen
- Department of Bio-Health Convergence,
Kangwon National University, Chuncheon 24341, Korea
| | - Joseph Moturi
- Department of Bio-Health Convergence,
Kangwon National University, Chuncheon 24341, Korea
| | - Abdolreza Hosseindoust
- Department of Bio-Health Convergence,
Kangwon National University, Chuncheon 24341, Korea
| | - SangHun Ha
- Department of Bio-Health Convergence,
Kangwon National University, Chuncheon 24341, Korea
| | - JunYoung Mun
- Department of Bio-Health Convergence,
Kangwon National University, Chuncheon 24341, Korea
| | - YoHan Choi
- Swine Division, National Institute of
Animal Science, Rural Development Administration, Cheonan
31000, Korea
| | - SooJin Sa
- Swine Division, National Institute of
Animal Science, Rural Development Administration, Cheonan
31000, Korea
- Corresponding author: SooJin Sa, Swine
Division, National Institute of Animal Science, Rural Development
Administration, Cheonan 31000, Korea. Tel: +82-41-580-3450, E-mail:
| | - JinSoo Kim
- Department of Animal Industry Convergence,
Kangwon National University, Chuncheon 24341, Korea
- Corresponding author: JinSoo Kim,
Department of Animal Industry Convergence, Kangwon National University,
Chuncheon 24341, Korea. Tel: +82-33-250-8616, E-mail:
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Plasticity of feeding behaviour traits in response to production environment (temperate vs. tropical) in group-housed growing pigs. Sci Rep 2022; 12:847. [PMID: 35039563 PMCID: PMC8764086 DOI: 10.1038/s41598-021-04752-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Accepted: 12/28/2021] [Indexed: 11/08/2022] Open
Abstract
Heat stress affects pig metabolism, health and welfare, resulting in reduced growth and important economic losses. The present experiment aimed to evaluate the effects of two climatic environments [temperate (TEMP) vs. tropical humid (TROP)] on feeding behaviour in growing pigs. The feeding behaviour traits were measured with automated feeders and included: daily feed intake, daily eating time, feeding rate, daily number of meals, feed intake per meal, and feeding time per meal. Pigs came from a backcross population between Large White (LW, heat sensitive) and Creole (CR, heat tolerant) pigs. The same 10 F1 LW × CR boars (sire families [SF]) were mated with related LW sows in each environment. Feeding behaviour was recorded for a total of 1,296 pigs (n = 634 pigs for TEMP and n = 662 pigs for TROP) between 11 and 23 weeks of age. Growth performance and thermoregulatory responses (rectal and skin temperatures) were also measured. Results show that TROP conditions affect feeding behaviour traits: animals had more meals per day but these meals were smaller both in duration and in size, resulting in lower daily feed intake and less time eating per day. Significant SF by environment (GxE) interactions were found for all feeding behaviour traits. When SF were distributed into robust and sensitive groups (previously defined according to performance and thermoregulatory traits), results showed group by environment interactions for all feeding traits, except meal frequency. Moreover, a significant difference in feeding rate between robust and sensitive group was detected in TEMP, suggesting that feeding rate may be a good candidate to evaluate heat tolerance.
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Kim M, Choi Y, Lee JN, Sa S, Cho HC. A deep learning-based approach for feeding behavior recognition of weanling pigs. JOURNAL OF ANIMAL SCIENCE AND TECHNOLOGY 2021; 63:1453-1463. [PMID: 34957458 PMCID: PMC8672269 DOI: 10.5187/jast.2021.e127] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 11/16/2021] [Accepted: 11/16/2021] [Indexed: 11/20/2022]
Abstract
Feeding is the most important behavior that represents the health and welfare of
weanling pigs. The early detection of feed refusal is crucial for the control of
disease in the initial stages and the detection of empty feeders for adding feed
in a timely manner. This paper proposes a real-time technique for the detection
and recognition of small pigs using a deep-leaning-based method. The proposed
model focuses on detecting pigs on a feeder in a feeding position. Conventional
methods detect pigs and then classify them into different behavior gestures. In
contrast, in the proposed method, these two tasks are combined into a single
process to detect only feeding behavior to increase the speed of detection.
Considering the significant differences between pig behaviors at different
sizes, adaptive adjustments are introduced into a you-only-look-once (YOLO)
model, including an angle optimization strategy between the head and body for
detecting a head in a feeder. According to experimental results, this method can
detect the feeding behavior of pigs and screen non-feeding positions with
95.66%, 94.22%, and 96.56% average precision (AP) at an intersection over union
(IoU) threshold of 0.5 for YOLOv3, YOLOv4, and an additional layer and with the
proposed activation function, respectively. Drinking behavior was detected with
86.86%, 89.16%, and 86.41% AP at a 0.5 IoU threshold for YOLOv3, YOLOv4, and the
proposed activation function, respectively. In terms of detection and
classification, the results of our study demonstrate that the proposed method
yields higher precision and recall compared to conventional methods.
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Affiliation(s)
- MinJu Kim
- Centre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Queensland 4072, Australia
| | - YoHan Choi
- Swine Division, National Institute of Animal Science, Rural Development Administration, Cheonan 31000, Korea
| | - Jeong-Nam Lee
- Interdisciplinary Graduate Program for BIT Medical Convergence, Kangwon National University, Chuncheon 24341, Korea
| | - SooJin Sa
- Swine Division, National Institute of Animal Science, Rural Development Administration, Cheonan 31000, Korea
| | - Hyun-Chong Cho
- Dept. of Electronics Engineering and Interdisciplinary Graduate Program for BIT Medical Convergence, Kangwon National University, Chuncheon 24341, Korea
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Johnson JS, Jansen TL, Galvin M, Field TC, Graham JR, Stwalley RM, Schinckel AP. Electronically controlled cooling pads can improve litter growth performance and indirect measures of milk production in heat-stressed lactating sows. J Anim Sci 2021; 100:6473461. [PMID: 34932814 DOI: 10.1093/jas/skab371] [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: 10/18/2021] [Accepted: 12/20/2021] [Indexed: 11/14/2022] Open
Abstract
Heat stress (HS) decreases lactation output in sows due to an attempt to reduce metabolic heat production. However, this negatively affects litter growth performance. Therefore, the study objective was to determine whether electronically controlled cooling pads (ECP) would improve indirect measures of lactation output (e.g., total heat production; THP) and litter growth performance in HS exposed sows. Over two repetitions, 12 multiparous (2.69 ± 0.85) lactating sows [265.4 ± 26.1 kg body weight (BW)] and litters were assigned to either an ECP (n = 3/repetition) or a non-functional ECP (NECP; n = 3/repetition) and placed into farrowing crates within indirect calorimeters from d 3.7 ± 0.5 to d 18.7 ± 0.5 of lactation. Litters were standardized across all sows (11.4 ± 0.7 piglets/litter), and sows were provided ad libitum feed and water. All sows were exposed to cyclical HS (28.27 ± 0.26°C nighttime to 33.09 ± 0.19°C daytime). On d 4, 8, 14, and 18 of lactation, indirect calorimetry was performed on each individual sow and litter to determine THP and THP/kg BW 0.75. Body temperature (TB) was measured hourly using vaginal implants, and respiration rate [RR; breaths per minute (bpm)] was measured daily at 0700, 1100, 1300, 1500, and 1900 hrs. Sow feed intake (FI) was assessed daily. Litter weights were obtained at birth, on d 4, 8, 14, and 18 of lactation, and at weaning. Data were analyzed using PROC GLIMMIX with sow and/or litter as the experimental unit. An overall decrease (P < 0.01; 25 bpm) in RR and maximum daily TB (P = 0.02; 0.40°C) was observed in ECP versus NECP sows. An increase in THP (P < 0.01; 20.4%) and THP/kg BW 0.75 (P < 0.01; 23.1%) was observed for ECP when compared to NECP sows and litters. Litter average daily gain and weaning weight was increased (P < 0.05; 25.0 and 19.2%, respectively) for ECP versus NECP litters. No FI differences were observed (P = 0.40) when comparing ECP (5.66 ± 0.31 kg/d) and NECP (5.28 ± 0.31 kg/d) sows. In summary, ECPs improve litter growth, thermoregulatory measures, and bioenergetic parameters associated with greater milk production in lactating sows exposed to cyclical HS.
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Affiliation(s)
- Jay S Johnson
- USDA-ARS Livestock Behavior Research Unit, West Lafayette, IN, USA
| | - Taylor L Jansen
- Department of Animal Sciences, Purdue University, West Lafayette, IN, USA
| | - Michaiah Galvin
- Department of Animal Sciences, Purdue University, West Lafayette, IN, USA
| | - Tyler C Field
- Department of Agricultural and Biological Engineering, Purdue University, West Lafayette, IN, USA
| | - Jason R Graham
- Department of Animal Sciences, Purdue University, West Lafayette, IN, USA
| | - Robert M Stwalley
- Department of Agricultural and Biological Engineering, Purdue University, West Lafayette, IN, USA
| | - Allan P Schinckel
- Department of Animal Sciences, Purdue University, West Lafayette, IN, USA
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8
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Feed flavour supplementation improves kinetics of intake and feeding behaviour pattern of lactating sows in a tropical climate. Livest Sci 2021. [DOI: 10.1016/j.livsci.2021.104559] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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Choi Y, Min Y, Kim Y, Jeong Y, Kim D, Kim J, Jung H. Effects of loose farrowing facilities on reproductive performance in primiparous sows. JOURNAL OF ANIMAL SCIENCE AND TECHNOLOGY 2020; 62:218-226. [PMID: 32292929 PMCID: PMC7142289 DOI: 10.5187/jast.2020.62.2.218] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Revised: 01/30/2020] [Accepted: 02/04/2020] [Indexed: 12/13/2022]
Abstract
The present study investigated the effects of loose farrowing type during gestation and after farrowing on reproductive performance and of lactating sows. A total of 22 primiparous sows (Landrace; average initial body weights [BW], 228.54 ± 12.79 kg) were allotted to one of two treatments on the basis of body weight. Sows were divided into two experimental groups, conventional farrowing crates (CON), and loosed-farrowing pens (LFP). The experiment duration was around 38 days ranging from 10 days before parturition to 28 days after parturition. Gestating sows at the age of 105 d were placed in gestational stalls (group housing). All the sows were fed a common diet according to the National Research Council requirements for lactation. Cross-fostering was performed within 1 day of parturition. From 1 day after weaning, estrus detection was performed twice-daily (0900 and 1730 h) for 10 min by boar exposure. There were significant effects of LFP housing type on the farrowing duration, and farrowing interval. At the farrowing time, none of the litter parameters including total born, stillborn, mummy, born alive piglets and total litter weight and piglet weight were affected. There were no effects of housing type on the mortality of piglets at d 1, 3, 7, 21, and 28. In conclusion, the result of this study showed that there is no performance difference between the crated or LFP sows, which indicate that the LFP housing has the potential to be used as an alternative to the crated house without any detrimental effects in reproduction performance of lactating sows.
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Affiliation(s)
- Yohan Choi
- Swine Science Division, National Institute of Animal Science, Rural Development Administration, Cheonan 31000, Korea
| | - Yejin Min
- Swine Science Division, National Institute of Animal Science, Rural Development Administration, Cheonan 31000, Korea
| | - Younghwa Kim
- Swine Science Division, National Institute of Animal Science, Rural Development Administration, Cheonan 31000, Korea
| | - Yongdae Jeong
- Swine Science Division, National Institute of Animal Science, Rural Development Administration, Cheonan 31000, Korea
| | - Doowan Kim
- Swine Science Division, National Institute of Animal Science, Rural Development Administration, Cheonan 31000, Korea
| | - Joeun Kim
- Swine Science Division, National Institute of Animal Science, Rural Development Administration, Cheonan 31000, Korea
| | - Hyunjung Jung
- Swine Science Division, National Institute of Animal Science, Rural Development Administration, Cheonan 31000, Korea
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