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Original research
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Peer reviewed
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Effects of yeast extract
versus animal plasma in weanling pig diets on growth performance and intestinal
morphology
Efectos del extracto
de levadura comparado con plasma animal en las dietas de cerdos en destete
en el desempeño del crecimiento y
la morfología intestinal
Effets de l'extrait
de
levure contre le plasma animal dans les rations de porcs à sevrage sur
la performance
de croissance et la morphologie intestinale
M. S. Carlson,
PhD; T. L. Veum, PhD; J. R. Turk, DVM, PhD, Diplomate ACVP
MSC, TLV: Department
of Animal Sciences, University of Missouri, Columbia, Missouri. JRT: Department
of Veterinary Biomedical Sciences, University of Missouri, Columbia, Missouri.
Contribution from Missouri Agricultural Experiment Station. Corresponding
author: Dr M. S. Carlson, Department of Animal Sciences, University of
Missouri, S133 Animal Sciences Research Center, Columbia, MO 65211; Tel:
573-882-7859; Fax:
573-884-4545; E-mail: carlsonm@missouri.edu.
Cite as: Carlson
MS, Veum TL, Turk JR. Effects of yeast extract versus animal plasma in
weanling pig
diets on growth performance and intestinal morphology. J Swine Health Prod. 2005;13(4):204-209.
Also
available as a PDF.
Summary
Objectives: To evaluate the effects on growth performance and intestinal
morphology when the nursery diet is supplemented with dried yeast extract protein
(YP) or spray-dried animal plasma (AP) protein.
Methods: In Experiment One (144 pigs) and Experiment Two (84 pigs),
pigs were assigned at weaning (Day 0; approximately 19 days of age) to one
of three diets with or without carbadox (55 mg per kg). The Control diet was
used to create the other two diets by addition of AP or YP at 5.0% (Days 1
to 14) or 2.5% (Days 15 to 28). In Experiment Two, 42 pigs that had received
AP, YP, or Control diets in the nursery were fed similar four-phase grower
and finisher diets, without antimicrobials, to market weight (Day 130).
Results: Overall, ADG and average daily feed intake were higher (P < .05)
in pigs fed nursery diets containing AP or YP, compared to Control pigs. On
Day 28, crypt depth and total intestinal wall thickness were smaller (P < .05)
in pigs fed AP or YP diets, and villus width and lamina propria area were smaller
(P < .05) in pigs fed the YP diet, than in Controls. Pigs fed the
YP nursery diet had greater ADG to market weight than pigs that had been fed
AP (P = .04) or Control nursery diets (P = .01).
Implications: Nursery-pig growth performance was better when AP or
YP was fed, and subsequent grower and finisher performance was better in pigs
fed YP in the nursery. | Resumen
Objetivos: Evaluar los efectos en el desempeño del crecimiento
y la
morfología intestinal cuando las dietas de destete se suplementaron con
proteína de extracto
de levadura desecado (YP por sus siglas en inglés) o proteína de
plasma
animal espreada y desecada (AP por sus siglas en inglés).
Métodos: En el Experimento Uno (144 cerdos) y Experimento Dos
(84 cerdos), los cerdos fueron asignados al destete (Día 0; aproximadamente
19 días de edad) a una de tres dietas con o sin carbadox (55 mg por
kg). La dieta Control se usó para crear las otras dos dietas agregando
AP o YP al 5.0% (Días 1 al 14) ó al 2.5% (Días 15 al 28).
En el Experimento Dos, 42 cerdos que habían recibido dietas AP, YP o
Control, en el destete, fueron alimentados con dietas similares de cuatro fases
de finalización, sin antimicrobianos hasta el peso de venta (Día
130).
Resultados: Globalmente, la GDP y el CDA fueron más altos (P < .05)
en los cerdos alimentados con la dieta de destete que contenían AP o
YP, comparados con los cerdos Control. En el Día 28, la profundidad
de las criptas y el grosor total de la pared intestinal fueron menores (P < .05)
en los cerdos alimentados con la dieta AP o YP, y el ancho de las vellosidades
y el área de la lamina propria fueron menores (P < .05) en
los cerdos alimentados con la dieta YP, que en los cerdos alimentados con la
dieta Control. Los cerdos alimentados con la dieta de destete YP tuvieron una
mayor GDP hasta el peso de venta que los cerdos que fueron alimentados con
AP (P = .04) ó con las dietas de destete de Control (P =
.01).
Implicaciones: El desempeño de crecimiento de los cerdos de
destete fue mejor cuando fueron alimentados con AP o YP, y el subsiguiente
desempeño en finalización fue mejor en los cerdos alimentados
con YP en el destete. | Resumé
Objectifs: Évaluer les effets sur la performance de croissance
et la morphologie intestinale quand l'alimentation de
la pouponnière est augmentée avec
protéine de extrait de levure séché (YP par ses sigles en
anglais) ou protéine plasma pulvérisé sec animal (AP par
ses sigles en anglais).
Méthodes: Dans l'Expérience Un (144 porcs) et l'Expérience
Deux (84 porcs), les porcelets ont été assignés à sevrage
(Jour 0; approximativement 19 jours d'âge) à une de trois rations
avec ou sans carbadox (55 mg par kg). La ration Contrôle a été utilisée
pour créer les autres deux rations par l'addition d'AP ou YP à 5.0%
(Jours 1 à 14) ou 2.5% (Jours 15 à 28). Dans l'Expérience
Deux, 42 porcs qui avaient reçu la ration AP, YP ou Contrôle dans
la pouponnière ont été nourris avec des rations semblables
de quatre phases de finition, sans antimicrobiens, au poids de vente (Jour
130).
Résultats: En général, la GMQ et CMJ ont été plus
hauts (P < .05) dans les porcs nourris avec les rations de la pouponnière,
en contenant AP ou YP, comparé avec les porcs Contrôle. Dans le
Jour 28, la profondeur de la crypte et l'épaisseur total du mur intestinale était
plus petite (P < .05) dans les porcs nourris avec la ration AP ou
YP, et la largeur du villus et la région du lamina propria étaient
plus petites (P < .05) dans les porcs nourris la ration YP,
que dans les porcs nourris avec la ration Contrôle. Les porcs nourris
avec la ration de la pouponnière avec YP ont eu un GMQ plus grand pour
le poids de vendre que les porcs qui ont été nourris avec la
ration avec AP (P = .04) ou la ration de la pouponnière Contrôle
(P = .01).
Implications: La performance de la croissance des porcelets dans la
pouponnière a été meilleure quand AP ou YP ont été dans
la ration, et la performance subséquente de croissance dans la finition
a été meilleure dans les porcs nourris avec YP dans la pouponnière. |
Keywords: swine, nursery,
duodenal morphology, yeast extract, spray-dried
animal plasma protein
Search the AASV web site
for pages with similar keywords.
Received: April
29, 2004
Accepted: July
2, 2004
Swine producers in the United States
commonly wean pigs at about 19 days of age or less to maximize productivity
and minimize pig exposure to sow
pathogens.1 This management change has
challenged the feed industry to develop complex
nursery diets to maximize growth performance after weaning. The addition
of spray-dried animal plasma (AP) to nursery pig diets
fed from days 1 to 14 postweaning has consistently improved growth
performance2,3 and is currently widely used. Whey
protein concentrate was recently found to equal AP as a protein source for weanling
pigs.4 Intestinal villous atrophy is the result of
poor postweaning feed intake and lack of stimulation of the intestinal epithelium by
ingested feed particles.5,6 However,
many other factors, including removal of beneficial factors from sow's milk, diet
form, temperature, social stress, infection by pathogenic microorganisms, or
introduction of allergens in the nursery diet, may contribute to intestinal villous
atrophy.7 In pigs fed AP postweaning,
villus height and villus-to-crypt depth ratio were
greater, independent of feed intake.8
The dried yeast extract (YP) product used in these experiments may have
significant international market appeal because
many European countries currently prohibit the feeding of animal products to
animals.9 Therefore, the objectives of these two
experiments were to evaluate the effects on growth performance and intestinal
morphology of feeding a YP product during the nursery period, compared to
feeding AP, with or without the addition of the antimicrobial feed additive carbadox.
The effect of nursery treatment on subsequent growth performance during the
growing and finishing phases was evaluated in Experiment Two.
Materials and methods
Animals
The Animal Care and Use Committee of the University of Missouri approved
the research protocols prior to initiation of experiments. In Experiment One, 144
crossbred pigs (GenetiPorc USA, LLC, Morris, Minnesota) were selected at weaning (Day
0), averaging 19 +/- 1 days of age and 5.72 +/- 0.02
kg bodyweight (BW). In Experiment Two, 84 crossbred pigs (GenetiPorc
USA) were selected at weaning (Day 0), averaging 20
+/- 1 days of age and 6.17 +/- 0.03 kg BW. Barrows and gilts were equally
represented in both nursery experiments. In
Experiment Two, only the 42 gilts continued to market weight. The experiment was
terminated on Day 130 postweaning (average final BW 104
+/- 3.1 kg).
Dietary treatments
In both 28-day nursery experiments, pigs were allotted to one of three dietary
treatments on the basis of weight, gender, and litter using a randomized complete
block design. The basal diets for Phase 1 (Days 0 to 14; 22.5% crude protein (CP),
1.5% total lysine) and Phase 2 (Days 15 to 28; 19.5% CP, 1.3% total lysine) were
formulated to contain corn, soybean meal, dried whey, and a standard
vitamin-mineral premix. The base diet provided 3.55
Mcal per kg of metabolizable energy (ME), 0.9% calcium, and 0.55% available
phosphorus. Two other dietary treatments were made
by the addition of 5.0% AP (AP920; American Protein Corporation Inc, Ames, Iowa)
or 5.0% YP (NuPro; Alltech Inc, Nicholasville, Kentucky) to the Phase 1 basal diet,
and 2.5% AP or 2.5% YP to the Phase 2 basal diet. All diets in Experiment One
contained 55 mg per kg of carbadox (Mecadox;
Phibro Animal Health, Ridgefield Park, New
Jersey), whereas none of the nursery diets in Experiment Two contained antibiotic. The
YP product was a dried yeast extract that contained a minimum of 60%
CP, 1.0% crude fat, 0.4% crude fiber, and 7.4% total
lysine. The AP product was composed of albumin and globulin proteins and
contained a minimum of 78% CP, 0.5% crude fat,
0.5% crude fiber, and 6.8% total lysine.
In Experiment Two, pigs were fed a common four-phase grower (Grower 1 and
Grower 2) and finisher (Finisher 1 and Finisher 2)
regimen (4 weeks per phase; 17.5%, 15.5%, 14%, and 12% CP; 1.1%, 0.9%,
0.8%, and 0.7% total lysine, respectively). The grower and finisher diets were based
on corn and soybean meal and provided 3.35 Mcal per kg of ME. No antibiotics
were fed during the growing and finishing phases. All experimental diets were fed
in meal form and all nutrient requirements met or exceeded
recommendations.10
Facilities and growth data collection
In Experiment One, there were six pigs per pen (three barrows and three gilts)
with eight replications (pens) per treatment. In Experiment Two, there were four pigs
per pen (two barrows and two gilts) with seven replications (pens) per treatment. In
both experiments, pigs were housed at the University of Missouri swine research farm
in an environmentally regulated nursery with woven wire flooring (0.4
m2 space allowance per pig) that had been washed and
disinfected. Individual pigs and feeders were weighed weekly throughout the
28-day nursery period.
In Experiment Two, the trial continued for 42 pigs (seven replications per
treatment and two gilts per pen) until they
reached market weight. During the grower and finisher period, pigs were housed at the
University of Missouri swine research farm in a naturally ventilated, modified
open-front building (1.2 m2 space allowance per
pig) with a partially solid concrete floor that had been washed and disinfected. The
pigs and feeders were weighed bi-weekly throughout the duration of the study.
Pigs were taken off the study on Day 130 (28-day nursery period plus 102-day
grow-finish period) and real-time ultrasound scans (Aloka 500; Aloka Inc, Wallingford,
Connecticut) were performed by a certified technician to determine adjusted
10th rib back fat, longissimus muscle area, and
percent lean.
Duodenal morphology analysis
In Experiment One, eight pigs per treatment (one from each pen) were
randomly selected and sacrificed on Days 7, 14,
and 28 to collect intestinal duodenal samples. In Experiment Two, seven pigs per
treatment (one from each pen) were randomly selected and sacrificed on Days 7 and 28
to collect intestinal duodenal samples. A 15-cm duodenal segment adjacent to the
pyloric valve was freed of mesenteric attachments and rinsed clean with 10% neutral
buffered formalin. The distal end of the segment was tied (closed), and the lumen was
distended with 5 mL of 10% neutral buffered formalin. The proximal end was then
tied (closed), and the intestinal segment was submerged in approximately 20 mL of
10% neutral buffered formalin for 24 hours. Slides of intestinal cross sections (5
mm thick) were processed in low-melt paraffin and stained with hematoxylin and
eosin.11,12 Total villous height was measured from
the tip of the villus to the crypt orifice. Depth of crypt was measured from the junction
of the villus to the base of the crypt. Villus-height-to-crypt-depth ratio (VCR) was
calculated. Other intestinal morphological measurements included villus width,
submucosal (Brunner's) gland thickness, tunica muscularis thickness, lamina
propria area, and total wall thickness from villus
tip to outer serosal surface (accounts for interstitial space). Intestinal morphology
measurements were quantified using an ocular micrometer on a binocular light
microscope at a magnification of 40x. Each intestinal segment was measured on a
minimum of seven different areas, and means within each segment were calculated
using an image analysis system for statistical analysis.
Statistical analysis
Data for Experiments One and Two were analyzed by ANOVA as a
randomized complete block design using the GLM procedures of SAS version 8e (SAS
Institute Inc, Cary, North Carolina). Each experiment utilized the same dietary
treatments, thus the data were pooled after
evaluation of the homogeneity of variance using a simple error square means test. The
statistical model included the effects of experiment, treatment, and their
interaction. Preplanned nonorthogonal comparisons were made between pigs fed the
Control and YP, Control and AP, and YP and AP treatments. Pen was the experimental
unit for growth performance data (ADG, average daily feed intake [ADFI], and feed
efficiency [gain-to-feed: G:F]) and intestinal morphology analysis after the pen
means were determined using individual pig weights. Differences were considered
significant at P < .05.
Results
No animals were removed from these experiments due to illness or death.
Nursery performance
In nursery pigs fed diets containing AP or YP, ADG was higher during Phase
1, Phase 2, and overall than for pigs fed the
Control diet (Table 1). During Week 1, ADG was
greater for pigs fed the AP diet than for pigs fed the Control diet
(Table 1). By Day 28, mean BW of pigs fed diets
containing AP and YP averaged 1.2 kg (8%) greater
than that of pigs fed the Control diet (Table 1).
Table 1: Effects of feeding dried yeast extract protein (YP)
or spray-dried animal plasma (AP) protein on nursery pig growth performance
(Experiments 1 and 2 combined)a
a A total of 228 pigs (four or six pigs per pen and 15 pens
per treatment) were used at the beginning of the 28-day study. The Phase
1 diet (Days 1 to 14) contained 5% YP or AP, and the Phase 2 diet (Days
15 to 28) contained 2.5% YP or AP. The Control diet, which was used to
formulate both the YP and AP diets, was based on corn, soybean meal,
dried whey, and a standard vitamin-mineral premix.
b Data were analyzed by ANOVA as a randomized complete block
design using the GLM procedures of SAS version 8e (SAS Institute Inc,
Cary, North Carolina). Preplanned nonorthogonal comparisons were made
between dietary treatments. |
During Week 1, ADFI was greater in pigs fed the AP or YP diet than in pigs fed
the Control diet (Table 1). Pigs fed the YP
diet had greater ADFI during Phase 1 than pigs fed the Control diet
(Table 1). During Phase 2 and overall, pigs fed AP or YP
diets had greater ADFI than pigs fed the Control diet
(Table 1).
In pigs fed the diet containing YP, G:F was greater during Week 1 than in
pigs fed the Control diet (Table 1), although no
dietary treatment differences (P > .05) were
observed during Phase 1, Phase 2, or overall.
Duodenal morphology
On Day 7 (Table 2) and Day 14 (data not shown), no dietary treatment
differences were observed for duodenal morphology. On Day 28, villous width was smaller
in pigs fed the YP diet than in pigs fed the Control or AP diets (Table 2). Total
duodenal wall thickness was thinner and crypt depths were shorter in pigs fed diets
containing AP or YP than in pigs fed the Control diet (Table 2). On Day 28,
duodenal lamina propria area was smaller in pigs
fed the YP diet than in pigs fed the Control diet (Table 2).
Table 2: Duodenal morphology 7 and 28 days postweaning
in nursery pigs fed diets supplemented with dried yeast extract protein
(YP) or spray-dried animal plasma (AP) protein (Experiments 1 and 2 combined).a
a A total of 90 pigs were euthanized 7 and 28 days postweaning
(one pig per pen in each experiment, 15 pens per treatment). Pigs weaned
on Day 0 were fed nursery Phase 1 diets (Days 1 to 14) containing 5%
YP or AP, and Phase 2 diets (Days 15 to 28) containing 2.5% YP or AP.
The Control diet was the base diet used in both the YP and AP diets.
b Data were analyzed by ANOVA as a randomized complete block
design using the GLM procedures of SAS version 8e (SAS Institute Inc,
Cary, North Carolina). Preplanned nonorthogonal comparisons were made
between dietary treatments. |
Subsequent grower-finisher performance
During the grower and finisher period, final body weights on Day 130 were
greater in pigs that had been fed the YP nursery diet than in pigs that had been fed the
AP nursery diet (Table 3). During the first grower phase (Days 29 to 57), ADG
was lower in pigs that had been that had been fed the AP nursery diet than in pigs
that had been fed the Control or YP nursery diets (Table 3). During the second
grower phase (Days 58 to 86), ADG was greater in pigs that had been fed the AP or YP
nursery diets than in pigs that had been fed the Control diet (Table 3). During the
first finisher phase (Days 87 to 115), ADG was greater in pigs that had been fed the
YP nursery diet than in pigs that had been fed the AP nursery diet (Table 3). During
the second finisher phase (Days 116 to 130), ADG was greater in pigs that had been
fed the Control diet than in pigs that had been fed the AP nursery diet (Table 3).
Overall (Days 29 to 130), ADG was greater in pigs that had been fed the Control or YP
nursery diets than in pigs that had been fed the AP nursery diet (Table 3). By Day
130, pigs that had been fed the YP nursery diet weighed an average of 10.1 kg
(9.5%) more than pigs that had been fed the AP nursery diet (Table 3).
Table 3: Subsequent growing and finishing growth performance
in pigs fed nursery diets containing dried yeast extract protein (YP)
or spray-dried animal plasma (AP) protein (Experiment 2)a
a A total of 42 pigs (two gilts per pen and seven pens per
treatment) had an average initial BW of 5.95 kg at the beginning of the
130-day study (at weaning, Day 0). The Phase 1 nursery diet (Days 1 to
14) contained 5% YP or AP and the Phase 2 diet (Days 15 to 28) contained
2.5% YP or AP. The Control diet was the base diet used in both the YP
and AP diets. A common diet, including neither YP nor AP, was fed from
Day 29 to Day 130.
b Data were analyzed by ANOVA as a randomized complete block
design using the GLM procedures of SAS version 8e (SAS Institute Inc,
Cary, North Carolina). Preplanned nonorthogonal comparisons were made
between dietary treatments. |
During the first grower phase, ADFI was greater in pigs that had been fed the
AP nursery diet than in pigs that had been fed the Control diet (Table 3). During the
second grower phase, both finisher phases, and overall (Days 29 to 130), ADFI
was greater in pigs that had been fed the YP nursery diet than in pigs that had been
fed the Control or AP nursery diets (Table 3).
In pigs that had been fed the AP nursery diet, G:F was lower during the first
grower phase and higher during the second grower phase than in pigs
that had been fed the Control or YP nursery diets (Table 3).
In pigs that had been fed the Control nursery diet, G:F was greater during the
second finisher phase than in pigs that had been fed the AP nursery diet (Table 3).
Overall, grower and finisher feed efficiency was
not affected by dietary nursery treatments (Table 3).
At slaughter on Day 130 +/- 1, carcass measurements did not differ
(P > .05) among pigs that had been fed the
three dietary treatments during the nursery phase. At market weight (Day 130),
pigs averaged 54.6 +/- 0.8% lean, 1.96 +/- 0.10 cm of adjusted
10th rib backfat, and 41.8 +/- 1.2
cm2 longissimus muscle area (data not shown). Therefore, in
Experiment Two, feeding AP or YP during the nursery phase had no impact on
carcass performance.
Discussion
Nursery pig performance is often an indicator of subsequent performance and
production profitability.13 Many dietary
ingredients have been developed to assist with ensuring adequate postweaning
performance. However, these ingredients have been
further evaluated to replace the dietary inclusion
of antimicrobial feed additives, such as carbadox,
which has been banned in the European Union countries and in Canada. In
both 28-day nursery experiments, pigs fed diets containing 5% YP during Phase 1
and 2.5% YP during Phase 2 exhibited equivalent growth performance to nursery
pigs fed diets containing AP, with or without an
antimicrobial feed additive. Inclusion of either YP or AP was associated with
higher ADG and feed intake in nursery pigs. The increased feed intake observed in this
experiment is in agreement with results of earlier research
conducted with AP in weanling pig
diets.2,3 Because postweaning feed intake is one of the main factors
associated with intestinal atrophy, any feed
ingredient included in the nursery diet that
improves feed intake (ADFI) after weaning may indirectly improve intestinal digestion
and absorption.6
The gastrointestinal system undergoes many changes at weaning.
Immediately after weaning, there is a period of
intestinal atrophy, defined by reduced villous
width and decreased crypt depths.14 Evaluation
of intestinal morphology in 15 nursery pigs in this study revealed a thinner total
wall thickness in pigs fed the AP and YP diets, which may indicate more intestinal
atrophy, or, alternatively, more intestinal
hyperplasia-hypertrophy in the pigs fed the
Control diet. Shorter crypt depths were observed
in pigs fed the AP and YP diets, suggesting that fewer cells were migrating to the
villi for aid in digestion and absorption.
Four to 5 days after weaning, the intestine starts the recovery period, which is
associated with crypt hyperplasia and increased villous length. A higher VCR suggests
that energy expenditure is minimized and used to maintain villous
height.14 Previous research8 has indicated that
spray-dried plasma promotes intestinal growth of weaned
pigs in a manner similar to that observed in these experiments in
nursery pigs fed either AP or YP diets.
In this study, the lamina propria area, which contains B lymphocytes, mature
plasma cells, T cells, macrophages, and mast
cells, was thinner in nursery pigs fed the YP diet than in pigs fed the AP or Control
diets, which suggests that there may have been less immune stimulation in the pigs fed
the YP diet. Stimulation of the immune system is associated with reduced feed intake
and growth,15,16 which was not observed
in these experiments.
Pigs that had been fed the AP nursery diet had poorer growth performance during
the first grower phase (Days 29 to 57), suggesting a more negative or stressful response
to the move from the nursery building to the finishing building, but by the
second grower phase (Days 58 to 86), they had adapted, which resulted in improved
ADG and ultimately G:F. The observed poorer growth performance during the first
grower phase in the pigs that had been fed the AP nursery diet is consistent with the results
of other researchers who reported that pigs fed AP may be more susceptible to
immunological challenges or stressors.8
In these experiments, both feed intake and growth during the nursery phase were
better when nursery pigs were fed either AP or YP. On the basis of intestinal
morphology data, feeding YP to nursery pigs weaned
at 19 to 20 days of age may minimize immune system activation; however,
subsequent growth performance did not indicate immune suppression of pigs fed the
YP diet. The finishing barn environment that the pigs entered after the nursery
period would certainly be higher in pathogen load because of its partially solid concrete
flooring, and on that basis was likely to cause an immunological challenge. In addition,
no antimicrobial feed additives were used after the nursery phase, eliminating any
pathogen suppression that carbadox had provided.
Implications
- A dried yeast-extract product can be used as a growth promotant in
nursery pigs instead of spray-dried animal plasma at 5% (Phase 1) or
2.5% (Phase 2), with or without inclusion of an antimicrobial feed additive.
- Feed ingredients in nursery diets can affect subsequent growth performance.
- Under the conditions of this study, including a dried yeast-extract
product in the nursery diet enhances subsequent growth performance and
pigs reach market weight sooner.
- Under the conditions of this study, spray-dried animal plasma in
the nursery phase has a negative affect on growth performance during
the grower phase.
- Spray-dried animal plasma or dried yeast extract in the nursery diet
may alter intestinal morphology and immune stimulation.
- Dried yeast extract or spray-dried animal plasma are possible
replacements for antimicrobial feed additives during the nursery phase.
- Nursery diets can be designed to shorten the period of
intestinal atrophy or hasten the recovery phase, with improved postweaning
performance that reduces the days needed to reach market weight.
Acknowledgement
Alltech, Inc (Nicholasville, Kentucky) is thanked for providing partial financial
support for this research.
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