SUMMARY
Dietary trace minerals have profound functions in broiler breeder reproduction. Organic hydroxy analog of methionine (HMTBa) trace minerals have been included at lower levels in poultry feeds compared to inorganic sources without affecting performance and in some cases improving it. We compared 3 breeder hen trace mineral blends of economic interest to a large U.S. integrator. Treatment diets (fed wk 26–65) provided Zn, Mn, and Cu (mg/kg), respectively: CTL = control, predominantly inorganic trace minerals (143–180–123); ORG = reduced levels using solely HMTBa trace minerals (50–60–15); and MIX = a blend of inorganic/HMTBa trace minerals (75/25–90/30–22.5/7.5). On average, ORG-fed hens were 1.3 and 1.1% heavier compared to CTL and MIX hens, respectively (P = 0.002). Overall (wk 25–65), hens fed the MIX diet had higher egg production (P < 0.001) and laid heavier eggs (P = 0.038) compared to hens fed the CTL or ORG diet. During the second half of lay, MIX-fed hens showed improved eggshell quality (P ≤ 0.037) and cuticle deposition (P = 0.019). Fertility and hatchability were unaffected by diet (P ≥ 0.205). Broilers hatched from young ORG hens (29 wk) had higher bone mineral density (P = 0.004) and after a 7-day grow-out (P = 0.047) when obtained from ORG hens of 41 wk of age. In conclusion, the industry levels provided by combining inorganic and HMTBa trace minerals in breeder hen diets were advantageous for sustaining high-quality settable egg production.
Key words
DESCRIPTION OF PROBLEM
As broiler breeders continue to be selected to produce broiler chicks with rapid growth potential and enhanced feed conversion, more research is needed to understand how flock management and nutrition can improve and optimize breeder reproductive performance. It has been well documented that some of the challenges over the years have been managing breeder feeding using feed restriction programs to control body weight, and ultimately encourage reproduction (Wilson et al., 1983; Siegel and Dunnington, 1985; Yu et al., 1992; Robinson and Wilson, 1996). The nutritional recommendations for breeders have changed in the last decades (National Research Council, 1994; Leeson and Summers, 2005; Cobb-Vantress, 2020; Aviagen, 2021), and it is evident that supplemental dietary strategies need to be constantly re-evaluated to maximize reproduction and offspring quality of the modern and ever-changing broiler breeders.
Modern breeder guidelines suggest higher dietary inclusion of trace minerals (Cobb-Vantress, 2020; Aviagen, 2021) as compared to National Research Council (1994) guidelines, which provided recommendations for commercial layer hens, but not for broiler breeders. Another big change in trace mineral nutrition is the use of organic trace minerals as an alternative to inorganic trace minerals such as sulfates and oxides. Most organic trace mineral sources are bound to an organic molecule or complexes (AAFCO, 2021), providing beneficial physical and metabolic properties associated with an improved digestive availability, stability, and metabolic utilization for chicken growth or reproductive performance (Fly et al., 1989; Cao et al., 2000; Guo et al., 2001; Richards et al., 2010; Suttle, 2010). Zinc, Mn, and Cu have important roles in maintaining cellular functions associated with gene expression, immunity, homeostatic processes, metabolism, and antioxidant activity (Park et al., 2004; Surai, 2005; Horn and Barrientos, 2008; Leeson, 2009; Suttle, 2010), all which are essential for successful bird reproduction. This reiterates the importance of re-evaluating the trace mineral needs and sources to promote reproduction in these birds and ameliorate the reproductive challenges that have emerged as a consequence of genetic selection.
Traditionally, nutritionists use high safety margins when supplying inorganic trace minerals due to their lower availability (Nys et al., 2018 ). It is believed that reducing trace minerals in feeds using organic sources can be cost-effective due to the chicken performance benefits obtained from improved bioavailability (Kleyn and Ciacciariello, 2021). Although, the studies showing that relative bioavailability of organic sources is superior to inorganic sources often use biomarkers or performance data from broiler and layer hen studies (Wedekind et al., 1992; Guo et al., 2001; Richards et al., 2010; Manangi et al., 2012; Ghasemi et al., 2022). Due to the higher cost of organic trace minerals, nutritionists carefully consider the dose and proportion of inorganic source to replace and/or reduce by using 2 main strategies: 1) reduce and replace inorganic trace minerals, or 2) partially replace inorganic sources.
Results from different Zn, Mn, and Cu trace mineral evaluations in breeders are available, although each one provides different commercial levels, sources, and dietary treatments design. Favero et al. (2013) and Hudson et al. (2004) demonstrated that partially replacing 50 to 70% of the inorganic trace minerals (Zn, Mn, and Cu) with organic amino acid-complex minerals improved the eggshell quality and performance of breeders. Using these organic minerals, Virden et al. (2003) showed that supplementing extra 100% “on-top” of a control-inorganic diet with Zn and Mn organic complexes improved the breeder offspring livability. Torres (2013) reported that reducing the Zn, and Mn (100 and 120 mg/kg, respectively) by 50% using organic Zn and Mn (50 and 60 mg/kg, respectively) resulted in comparable egg yolk minerals. Similarly, Araújo et al. (2019) showed improved breeder performance when reducing the dose of inorganic Zn, Mn, Fe, and Cu by 54, 58, 10, and 28%, respectively, using carbo-amino-phospho chelates. The variety of sources and doses used in these experiments makes it difficult to develop a single recommendation for modern breeders. Chelated trace minerals such as those presented as hydroxy analogs of methionine (HMTBa) have also shown high bioavailability (Richards et al., 2010). In a large broiler study conducted by Manangi et al. (2012) where commercial inorganic levels of Zn, Mn, and Cu were reduced by 40, 35, and 74% using HMTBa sources, broilers from both dietary treatments performed similar, although it is unclear whether similar reductions can be performed in broiler breeders without compromising performance.
Considering the variety of methods to supplement trace minerals, and the potential impact of organic trace minerals on breeder reproduction, we designed an experiment to evaluate 3 trace mineral (Zn, Mn, and Cu) supplementation strategies that were considered economically feasible to a large U.S. integrator and their impact on broiler breeder reproduction, egg quality, and offspring livability. The control diet contained high inorganic trace minerals used by the integrator’s nutritionist. The second diet provided HMTBa trace minerals at a reduced dose and replacing all inorganic sources. The third experimental diet would provide a slight reduction of trace minerals but partially replacing the inorganic minerals with HMTBa.
MATERIALS AND METHODS
All experimental procedures used in this study were approved by The University of Georgia Institutional Animal Care and Use Committee AUP# A2020 03-008-A2.
Rearing
Cobb 700 slow feathering (Silom Springs, AR) broiler breeder pullets (n = 1,544) and cockerel chicks (n = 188; Cobb Vantage male; additional n = 150 were reared later for spiking) were obtained from a primary breeder hatchery at 1 d of age. The rearing facility used was light tight, forced air heat, and evaporative cooled. During rearing, birds were fed from a chain feeder and water was provided free choice by a nipple drinker line. A commercial vaccination program against Newcastle disease, infectious bronchitis, reovirus, and Avian Encephalomyelitis virus was followed through wk 21. All aspects of rearing were maintained as close to industry standards as possible in a research facility. Pullet chicks were randomly distributed to 7 pens (7.3 × 4.6 m2; n = 220 per pen). Cockerel chicks were placed in 1 pen (7.3 × 4.6 m2; n = 188 cockerel chicks). During rearing, birds were exposed to 8 h of light and 16 h of dark. Birds were fed a common starter (d 1–3 wk) and grower diet from 4 through 25 wk of age (Table 1), which provided inorganic trace mineral sources. After 3 wk, birds were fed on a skip-a-day basis and daily feed allowance (32–75 g per bird through 21 wk) was adjusted weekly following Cobb-Vantress (2020) BW guidelines by weighing 25% of the birds. All pullets and cockerels were individually hand-weighed at 4, 8, 12, 16, and 20 wk of age to calculate BW uniformity coefficient of variation (CV, %).
Table 1. Composition of the common broiler breeder pullet diets.
Ingredients, % | Diet1 | |
---|---|---|
Empty Cell | Starter | Grower |
Ground corn | 51.17 | 57.84 |
Soybean meal | 23.08 | 12.97 |
Dried distiller grains | 9.53 | – |
Wheat middlings | 10.59 | 22.50 |
Animal byproduct | – | 3.00 |
Soybean oil | 1.50 | 1.00 |
Limestone (fine) | 1.66 | 1.34 |
Mono-dicalcium phosphate | 0.61 | 0.34 |
Salt | 0.39 | 0.24 |
Sodium sesquicarbonate | 0.05 | 0.30 |
Methionine hydroxy analog 84% | 0.36 | 0.13 |
L-Lysine | 0.07 | – |
Choline chloride 60% | 0.09 | 0.14 |
Trace mineral premix2 | 0.08 | 0.10 |
Rearing vitamin premix3 | 0.80 | – |
Breeder vitamin premix4 | – | 0.10 |
Quantum Blue 5G phytase | 0.06 | – |
Total | 100.00 | 100.00 |
Calculated nutrients | ||
Crude protein, % | 18.9 | 15.6 |
Ca, % | 1.0 | 0.9 |
Available P, % | 0.4 | 0.3 |
ME, kcal per kg | 2,892 | 2,844 |
Digestible lysine, % | 0.8 | 0.7 |
Digestible methionine, % | 0.5 | 0.3 |
Analyzed nutrients5 | ||
Zn, mg/kg | 126 | 129 |
Mn, mg/kg | 142 | 155 |
Cu, mg/kg | 10 | 11 |
- 1
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Starter fed from d 0 to end of wk 2. Grower fed after 3 wk of age.
- 2
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Supplied per kg of diet (Starter): Mg, 21 mg as Mg oxide Mn, 107 mg as Mn sulfate; Zn, 86 mg as Zn sulfate; Fe, 21 mg as ferrous sulfate; Cu 3 mg as Cu sulfate; I, 0.8 mg as Ca Iodate; Se, 0.3 mg as sodium selenite. (Grower): Mg, 25 mg as Mg oxide; Mn, 134 mg as Mn sulfate; Zn, 107 mg as Zn sulfate; Fe, 26 mg as ferrous sulfate; Cu 4 mg as Cu sulfate; I, 1 mg as Ca iodate; Se, 0.4 mg as sodium selenite.
- 3
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Supplied per kg of diet: vitamin A, 17,600 IU; vitamin D3, 3,527; vitamin E, 35 mg; vitamin K, 3.5 mg; thiamine, 7 mg; riboflavin, 14 mg; pyridoxin, 7 mg; cobalamin, 0.04 mg; niacin, 141 mg; pantothenic acid, 35 mg; folic acid, 1.8 mg; biotin, 0.4 mg.
- 4
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Supplied per kg of diet: vitamin A, 8,800 IU; vitamin D3, 6,600; vitamin E, 90 mg; vitamin K, 1.5 mg; thiamine, 1.8 mg; riboflavin, 13 mg; pyridoxin, 5 mg; cobalamin, 0.02 mg; niacin, 55 mg; pantothenic acid, 13 mg; folic acid, 2.2 mg; biotin, 0.2 mg. Provides 275 g per mt of Quantum Blue Phytase 10G.
- 5
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Analysis performed by ATC Scientific (AR); n = 4 samples per diet.
Laying Period
At wk 21, pullets (n = 1,290 pullets) were assigned to a laying pen (n = 30 pens; n = 43 birds per pen; 2.4 × 3.6 m2) with each pen having similar mean BW and uniformity along with 3 Cobb Vantage males in each pen. To increase this flock’s mating frequency, one additional male was included in each pen at 32 wk of age. In addition (n = 151), Cobb Vantage spike males were grown to 21 wk of age, and methodically used to replace old males in pens across all treatments starting at 54 wk of age through the end of the experiment. Two-thirds of the floor space was covered by slats, and the remaining third of the pen was covered with pine shavings. A 6-hole nest section was placed on the slats of each pen. Hens were fed using Chore-time (cat no. CT-2565/201503, Chore-time Inc., Milford, IN) pan feeders (n = 4 per pen) with an exclusion opening to prevent males from accessing the hen feeder. Pan feeders were filled with feed everyday according to daily allowance and hand lowered every morning at 6:30 am. Males were fed from plastic (4 hole) suspended feeders (cat no. MF-2BX Fortex-Fortiflex, PR) over the shavings area. All birds had free access to water from a nipple drinker line. A sample of hens and roosters was individually hand-weighed weekly (n = 3 pens per treatment) to adjust feed allowance based on BW gain, and in the case of hens, egg production increase or decrease. Weekly average hen BW, and BW uniformity were calculated. Hens in all 30 pens were fed the same amount across treatments throughout the experiment (80–157 g per bird). Likewise, roosters were fed the same amount through the end of the experiment (91–139 g per male).
Laying Dietary Treatments
All diets were manufactured every 2 or 3 wk. All diets were corn and soybean meal-based diets fed mash form. Hens were fed the common grower diet until 5% egg production was reached at 26 wk of age and then fed their treatment diets (both hens and roosters were fed the same ration). Each dietary treatment (n = 3 diets; Table 2) was represented by 10 pens (n = 30 pens total). To assess the industry strategies of interest, the 3 diets (Table 2) provided different amounts and sources of Zn, Mn, and Cu (mg/kg): CTL = control, predominantly inorganic trace minerals (143–180–123; including 20 mg of Zn per kg from HMTBa; ORG = organic HMTBa trace minerals (ORG: 50–60–15); and MIX = a blend of inorganic/organic HMTBa trace minerals (75/25–90/30–22.5/7.5). Inorganic Zn and Mn were provided by common sulfates and Cu by tri-basic Cu chloride (TBCC). The source of organic Zn, Mn, and Cu was HMTBa Mintrex minerals (cat no. 20000130-2, Novus International Inc., St. Charles, MO), which are officially defined as products of metal salt with 2-hydroxy-4-methylthiobutanoic acid reactions (AAFCO, 2021). Since HMTBa provides methionine, diets were formulated to be iso-caloric, iso-nitrogenous, and iso-methionine, with the only nutritional difference being the trace mineral inclusion (Table 2). The diets were formulated to provide different commercial amounts and sources of minerals (Table 2). In this study, ORG diet provided a reduced proportion of chelated HMTBa trace minerals compared to those provided by the CTL diet: 35% of Zn, 33% of Mn, and 12% of Cu. When compared to the CTL diet, MIX diet provided 70% of Zn, 67% of Mn, and 24% of Cu. Total feed trace minerals (Zn, Mn, and Cu) were analyzed using AOAC 985.01 method (AOAC International, 2005c).
Table 2. Composition of broiler breeder hen diets providing different trace mineral blends.
Ingredients, % | Diet1 | ||
---|---|---|---|
Empty Cell | CTL | ORG | MIX |
Ground corn | 67.98 | 68.20 | 68.07 |
Soybean meal | 16.91 | 16.87 | 16.89 |
Wheat middlings | 2.50 | 2.50 | 2.50 |
Animal byproduct | 2.43 | 2.43 | 2.45 |
Limestone (fine) | 3.90 | 3.83 | 3.84 |
Oyster shell (coarse) | 3.90 | 3.83 | 3.84 |
Soybean oil | 0.75 | 0.75 | 0.75 |
Mono-dicalcium phosphate | 0.49 | 0.49 | 0.49 |
Sodium sesquicarbonate | 0.30 | 0.30 | 0.31 |
Salt | 0.23 | 0.24 | 0.24 |
Choline chloride 60% | 0.16 | 0.16 | 0.16 |
Methionine hydroxy analog 84% | 0.15 | 0.07 | 0.11 |
L-Threonine 98% | 0.13 | 0.13 | 0.12 |
Vitamin2/mineral3 premix (CTL) | 0.10 | – | – |
Mineral premix (CTL)3 | 0.08 | – | – |
Tribasic Cu chloride2 | 0.01 | – | – |
Vitamin premix (ORG)2 | – | 0.10 | – |
Mineral premix (ORG)3 | – | 0.10 | – |
Vitamin2/mineral3 premix (MIX) | – | – | 0.15 |
Trace mineral premix (MIX)3 | – | – | 0.10 |
Total | 100.00 | 100.00 | 100.00 |
Calculated nutrients | |||
Crude protein, % | 14.9 | 14.9 | 14.9 |
ME, kcal per kg of diet | 2,860 | 2,860 | 2,860 |
Digestible lysine, % | 0.6 | 0.6 | 0.6 |
Added trace minerals3 | |||
Zn, mg/kg | 143 | 50 | 75 + 25 |
Mn, mg/kg | 180 | 60 | 90 + 30 |
Cu, mg/kg | 123 | 15 | 22.5 + 7.5 |
Analyzed nutrients4 | |||
Zn, mg/kg | 142 | 84 | 126 |
Mn, mg/kg | 153 | 94 | 154 |
Cu, mg/kg | 107 | 26 | 51 |
- 1
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Fed after wk 25 of age to both females and males.
- 2
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Supplied per kg of diet: vitamin A, 8,800 IU; vitamin D3, 6,600; vitamin E, 90 mg; vitamin K, 1.5 mg; thiamine, 1.8 mg; riboflavin, 13 mg; pyridoxin, 5 mg; cobalamin, 0.02 mg; niacin, 55 mg; pantothenic acid, 13 mg; folic acid, 2.2 mg; biotin, 0.2 mg. Provides 275 g per mt of Quantum Blue Phytase 10G.
- 3
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Trace minerals were supplied in the following forms (per kg of feed): CTL diet = 123 mg of Zn as sulfate + 20 mg as organic Zn, 180 mg of Mn as Mn sulfate, and 123 mg of Cu as TBCC.
ORG diet = 50 mg of Zn, 60 mg of Mn, and 15 mg of Cu, all from HMTBa.
MIX = 75 mg of Zn (as sulfate) + 25 mg (as HMTBa chelate); 90 mg of Mn (as sulfate) + 30 mg (as HMTBa chelate); 22.5 mg of Cu (as TBCC) + 7.5 of Cu (as HMTBa chelate).
3All diets contained equal amounts of these trace minerals per kg of feed: Fe, 15 mg as ferrous sulfate, I, 3.5 as ethylenediamine dihydroiodide; Se, 0.3 mg as sodium selenite and Se yeast.
- 4
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Analysis performed by ATC Scientific (North Little Rock, AR); n = 24 samples per diet. Analysis is the total provided by all ingredients in the feed.
Egg Production and Egg Weight
Eggs within a pen were collected 4 to 5 times a day, graded and recorded. The egg production per pen was expressed as weekly hen-day egg production (%). A flat of settable eggs per pen was weighed weekly to determine average egg weight per pen.
Eggshell Quality
Shell quality was evaluated by the specific gravity floatation method (n = 1 days-worth of settable eggs per pen; n = 10 pens per treatment) during wk 30, 34, 38, 42, 46, 50, 54, 58, 62, and 64. Fresh eggs (laid the day before) collected for this procedure were stored in the same room as the salinity tanks for approximately 15 h to allow the eggs to come to the same temperature as the solutions. Eggs sorted by pen were floated in water tanks with different salinity levels ranging from 1.060 to 1.095 g/cm3 (increases of 0.005 g/cm3). Thin and thick shell eggs floated in low and high salinity tanks, respectively. A weighed mean shell quality score was determined by pen with the formula described below, where the number of eggs that floated in each tank (Ei) were multiplied by the tank’s salinity concentration (Si). The products of each tank’s multiplication (Ei × Si) were be added and divided by the total number of eggs per pen used (Et). This analysis was performed on 2 separate days after wk 50 to increase the sample size evaluated as egg production declined.
Eggshell Cuticle
Eggshell cuticle quantification was evaluated as described by previous researchers (Bain et al., 2013, 2019) with minor modifications, during the same week eggshell quality was evaluated. Ten eggs per pen were collected and stored at room temperature (21°C) overnight. Three equator regions of the eggshell were measured with a Minolta Spectrophotometer (model CM 700-D, Konica Minolta Inc., Tokyo, Japan) to determine unstained eggshell cuticle reflectance (Refpre; %) at 650 nm. Reflectance % is the ratio of light leaving the spectrometer that comes back to the device after striking the eggshell surface. The eggs were covered in blue MST cuticle dye solution for 15 min (M.S. Technologies Ltd., Northamptonshire, UK) and rinsed in buckets with tap water 3 times to remove excess dye (3 min each). Eggs were left to dry overnight on plastic flats and poststain cuticle reflectance (Refpost) was determined on same 3 equator regions of the egg. When subtracting Refpre and Refpost, the cuticle deposition value obtained (+∆Ref) represents how much light is being captured on the stained eggshell cuticle and usually ranges between 20 and 30% in commercial layer and broiler breeder eggs (Bain et al., 2013, 2019). Therefore, a higher ∆Ref indicates more stained cuticle presence on the eggshell. The triplicate values of ∆Ref were averaged for each egg.
Egg Minerals
Egg contents (n = 1 egg per pen; yolk + albumen) and yolk (n = 4 yolks composite per pen) samples were collected from hen pens at 30, 40, 50, and 60 wk of age, stored in individual containers, hand-mixed, and shipped in a cooler with ice packs. Egg contents and yolk composites were analyzed by ATC Scientific (North Little Rock, AR) for Zn, Mn, and Cu mineral contents as described by AOAC 985.01 procedures and expressed as ppm (as-is basis; AOAC International, 2005c).
Incubation
Settable eggs (n = 90 per pen) were incubated 10 times by pen during the laying period every 4 wk, starting at wk 29 through wk 65. Eggs were set in Natureform incubators (cat. no. NMC-2000, Natureform Inc., Jacksonville, FL) at 37.5°C (53% of relative humidity) and rotated 45° every 2 h during the first 18 d of the 21 d of incubation period. To determine fertility and early embryo mortality, eggs were candled 11 d after being set, and transferred to a hatcher at incubation d 18 with temperature set to 37°C for the remaining 3 d. Hatchability and embryo analysis was performed at every hatch, and in addition chicks were weighed at 4 different hatches (33, 41, 57, 65 wk).
Broiler Grow-Out and Tibias
Hatches at 33, 41, 57, and 65 wk were (n = 30 broiler chicks per pen) placed in floor pens covered with pine shavings and fed a common broiler starter diet for 7 d (pelleted and crumbled; 21% CP and 2.97 Mcal per kg). Chicks were placed in pens in correlation to each maternal pen (n = 30 broiler pens). Temperature was reduced from 32°C to 27°C through d 7 according to bird comfort in a light-tight broiler house. During the first day, 24 h of light were kept, then reduced to 23 h per d through d 7 (27 Lux). Chicks had access to water using a nipple drinker line. Chick’s growth performance was determined by weighing whole pens (n = 30 chicks per maternal pen) at placement and after 7 d of grow-out, and by determining residual feed at d 7. Mortalities were recorded daily to calculate the cumulative mortality. Additionally, left tibias (n = 6 per pen) were collected from grown chicks from the 41-wk hatch, shipped on ice, and analyzed by ATC Scientific (North Little Rock, AR) for Zn, Mn, and Cu using same AOAC 985.01 method used with eggs. Tibia ash content and Ca were determined as well using AOAC 942.05 and AOAC 2011.14 MOD methods, respectively (AOAC International, 2005a,b).
Bone Mineral Density
Bone mineral density of chicks and hens was assessed with a dual energy X-ray absorptiometry (DEXA) scan using a Lunar Prodigy scanner (cat. no DF15942, GE Healthcare, IL) as described in previous experiments (Schallier et al., 2019). Chicks (n = 10 per maternal treatment) were euthanized via CO2 asphyxiation after 3 separate hatches (33, 41, and 57 wk) and after the 7 d grow-outs for 2 hatches (41 and 57 wk) before being scanned. A similar procedure was performed to scan hens at ages of 30, 45, and 60 wk of age (n = 10 per treatment each timepoint), with the only difference being that hens were first stunned via electrocution, and then euthanized using cervical dislocation.
Statistical Analysis
Data were analyzed using a generalized linear model (GLM) for analysis of variance and a least mean square (LSMEANS) for mean differences evaluation using SAS version 9.4 (SAS Institute, Cary, NC). Means were declared different when P ≤ 0.05. Both breeder age and the interaction between diet × breeder age were also analyzed as main effects, and their P value will be shown in the figure captions and table footnotes.
RESULTS AND DISCUSSION
Breeder Hen Performance
Percentage egg production of hens consuming the treatment diets can be seen in Figure 1. Hens reached 5% egg production at the end of wk 25 and were provided the treatment diets at the beginning of wk 26. On average, hens peaked in egg production (81%) at 31 wk of age (age effect P < 0.001). Egg production was greater during wk 39, 64, and 65 in hens fed the MIX diet (P ≤ 0.029) compared to hens fed the ORG diet, and both MIX and CTL hens had higher egg production compared to ORG hens at wk 48, 56, and 57 (P ≤ 0.037). Additionally, results indicated that the laying rate of those hens fed CTL diet was more similar to the MIX hen performance than that of the ORG hens. Table 3 shows the cumulative broiler breeder hen performance metrics obtained through the laying period, and reiterates that overall egg production percentage was higher in MIX hens (56.1%), followed by CTL hens (55.3%), and then the ORG hens (53.6%; P < 0.001).
Table 3. Effect of dietary trace mineral supplementation on overall breeder hen cumulative performance through wk 65.
Variable | Dietary treatment2 | SEM | P value | ||
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CTL | ORG | MIX | |||
BW, g | 3,938b | 3,990a | 3,946b | 11.3 | 0.002 |
CV, % | 11.5ab | 11.7a | 11.1b | 0.1 | 0.019 |
Mortality, % | 6.1 | 6.3 | 6.3 | 0.1 | 0.989 |
Egg production, % | 55.3b | 53.6c | 56.1a | 1.6 | <0.001 |
Eggs per hen housed | 162 | 156 | 166 | 3.6 | 0.208 |
Feed conversion (kg:doz. eggs) | 3.169 | 3.284 | 3.146 | 0.1 | 0.354 |
Egg weight, g | 63.0b | 63.7ab | 64.0a | 0.3 | 0.038 |
Fertility, % | 83.3 | 84.9 | 83.3 | 1.6 | 0.726 |
Hatch of fertile, % | 89.4 | 90.0 | 90.5 | 0.6 | 0.444 |
Hatchability, % | 75.6 | 76.7 | 76.1 | 1.7 | 0.898 |
Chicks per hen housed1 | 121 | 119 | 126 | 4.8 | 0.576 |
Hatched chick weight, g | 45.1 | 45.2 | 45.5 | 0.5 | 0.832 |
- 1
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Calculated using weekly cumulative egg production and hatchability ≥wk 27.
- 2
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The 3 laying treatment diets provided Zn, Mn, and Cu (mg/kg): CTL = predominantly inorganic trace minerals (143–180–123); ORG = organic HMTBa trace minerals (50–60–15); and MIX = a blend of inorganic/organic HMTBa trace minerals (75/25–90/30–22.5/7.5). These diets were fed starting at wk 26 until the end of the experiment. Each dietary treatment was represented by n = 10 pens with 43 initial hens per pen.
- a–c
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Means with different superscripts within rows denote significant differences (P ≤ 0.05).
Hens fed the ORG diet were 1.3 and 1.1% heavier compared to those fed CTL and MIX, respectively (P = 0.002; Table 3), even though pen placement mean BW was similar at 21 wk of age. Since all hens were fed equal feed amounts, this indicates that ORG birds laid fewer eggs but in turn used more nutrients toward BW gain. Improved BW uniformity was detected in the MIX group compared to ORG hens (11.1 vs. 11.7%; P = 0.019). In addition, eggs from MIX-fed hens were heavier compared to CTL hens (64.0 vs. 63.0 g; P = 0.038), although were of similar weight compared to eggs laid by ORG hens.
One probable reason why the egg production of CTL-fed hens was similar to those fed MIX is because generally, both diets provided similar or high Zn, Mn, and Cu levels when compared to this strain recommendations (Cobb-Vantress, 2020). The improvement in egg production by combining trace mineral sources (MIX) agrees with those reported by Hudson et al. (2004), where breeders fed a mixture of Zn from both inorganic (Zn sulfate: ZnSO4) and organic sources (Zn amino acid complex) had improved egg production compared to those fed ZnSO4 only (57.3 vs. 56.7% egg production; P < 0.05). In contrast, feeding a breeder diet containing reduced levels of organic amino acid-complex trace minerals did not affect reproduction in Araújo et al. (2019) study. Although, Araújo et al. (2019) reported that the organic trace mineral diet provided: 55% of Zn, 58% of Mn, and 72% of Cu compared to their inorganic diet, which were substantially higher than those provided in our experiment by the ORG diet: 35% of Zn, 33% of Mn, and 12% of Cu compared to our CTL diet.
Explaining the role of our dietary treatments on hen performance is difficult as these were industry levels provided by different sources. Sufficient dietary Zn is necessary for high egg-laying rate since is a crucial component of steroid hormone receptors and assists in maintaining reproductive hormones in breeder hens (Schwabe and Rhodes, 1991; Prabakar et al., 2021). It is possible that the reduced Zn provided by ORG diet (50 mg/kg) was not enough to outperform the high industry levels supplied with the CTL (143 mg/kg) and MIX diets (100 mg/kg), which are closer to Cobb-Vantress (2020) recommended levels of 110 mg/kg. For Mn levels, a dose-response study demonstrated that the inorganic Mn (as sulfate) requirement for optimal performance in laying breeders is 97 mg/kg but providing 128 mg/kg can aid in improving eggshell quality (Noetzold et al., 2020), being similar to Cobb-Vantress (2020) recommendation of 120 mg/kg. The CTL diet Mn levels (180 mg/kg) exceed these requirements, although the Mn levels in the MIX diet (120 mg/kg) are closer. Additionally, the CTL diet provided high Cu (123 mg/kg), exceeding this strain recommendation of 10 to 15 mg/kg (Cobb-Vantress, 2020). In broiler nutrition, high levels of TBBC provided at “pharmacological” levels (e.g., 188 mg of Cu per kg) can produce a similar growth performance compared to broilers fed diets containing antibiotic growth promoters (Arias and Koutsos, 2006). However, Cu doses of 65 to 300 mg/kg provided by TBCC in commercial layer hen diets does not impact egg production and overall performance (Liu et al., 2005; Kim et al., 2016), making it unclear whether Cu influenced breeder performance in our study. With information from previous research, it is possible that the higher levels of Zn and Mn provided by our CTL and MIX diet stimulated reproduction when compared to ORG diet.
Eggshell Quality and Cuticle Deposition
Eggshell quality results are shown in Figure 2. Specific gravity of an egg is an indirect indicator of eggshell integrity (Butcher and Miles, 1991), which is crucial for successful egg collection and incubation (McDaniel et al., 1981; Roque and Soares, 1994). Dietary trace minerals are necessary for proper eggshell membrane formation and the supply of carbonate to the eggshell (Chowdhury, 1990; Nys et al., 1999; Xiao et al., 2014). Differences between treatment groups were more apparent as eggshell quality declined with age (age effect P < 0.001). Eggs from hens fed the MIX diet maintained a higher eggshell quality during wk 54 and 58 compared to those fed CTL, but not different from those of ORG hens (P ≤ 0.037). Similarly, Hudson et al. (2004) reported an improvement in shell quality when using solely organic trace minerals or partially replacing ZnSO4 (mixed sources). It is possible that increasing the specific gravity of eggs laid by MIX hens helped to reduce shell breakage and therefore egg loss during this late period, which contributed to a higher egg production.
Eggshell cuticle is mainly composed of glycoproteins and coats the shell 1.5 to 2 h prior to oviposition, offering physical and antimicrobial properties to eggs during storage and incubation (Breen and De Bruyn, 1969; Board and Halls, 1973; Wedral et al., 1974). Cuticle deposition is a heritable trait (Bain et al., 2013) and is unclear if nutrition can affect it. Our results displayed in Figure 3 indicate that there were minimal changes until eggshell cuticle reaches a maximum value at wk 50 as affected by age (P < 0.001). We only detected differences at wk 50, where hens consuming the MIX diet had increased eggshell cuticle deposition compared to those from hens fed CTL or ORG diets (P = 0.019). Given the role of estrogen receptors on oviduct maintenance (Munro and Kosin, 1943), and their association with cuticle deposition (Bain et al., 2013), it is probable that sufficient dietary trace mineral has a stimulatory impact on eggshell quality but also cuticle deposition.
Mineral Contents of Eggs
Table 4 displays the effect of dietary trace mineral inclusion on hen egg contents (yolk + albumen) and yolk composites at different ages. The mixed yolk and albumen samples (egg contents) mineral concentrations remained unaffected by dietary treatment throughout the study (P ≥ 0.183). Previous research indicates that yolk trace minerals are highly influenced by dietary intake, source, and age (Favero et al., 2013; Nys et al., 2018; Santos et al., 2022). Also, Torres (2013) and Favero et al. (2013) detected higher trace mineral concentrations in yolks of older hens. In our study, all yolk trace minerals measured remained more similar as the hens aged except for yolk Mn (age effect P < 0.001), which had a consistent numerical decline from wk 30 to 60 when obtained from ORG hens (0.80–0.69 mg/kg; Table 4). This explains why the Mn concentrations in egg yolks from ORG-fed hens were lower at wk 40, 50, and 60 compared to those from hens fed CTL and MIX (P ≤ 0.006), with no effect on Zn and Cu contents (P ≥ 0.187). In Ghasemi et al. (2022) layer hen study, organic trace mineral diets providing 66 or 100% of the inorganic control diets maintained similar yolk Mn carryover, whereas providing hens with 33% of the control diet levels using organic sources reduced Mn in egg yolks. This would explain why in the study herein, supplying 33% (60 mg/kg) of Mn compared to the CTL diet (180 mg/kg) did not improve this mineral carryover to yolk. These results, and our egg production data would suggest that the Mn level provided using ORG diet may be insufficient for older hens (40–60 wk of age) compared to high industry levels provided by the CTL or MIX diets.
Table 4. Mineral contents of whole eggs and yolk composites from breeder hens fed different trace mineral blends at 30, 40, 50, and 60 wk of age.
Week | Mineral content1, ppm | Dietary treatment2 | SEM | P value | ||
---|---|---|---|---|---|---|
Empty Cell | Empty Cell | CTL | ORG | MIX | Empty Cell | Empty Cell |
Egg contents | ||||||
30 | Mn | 0.19 | 0.19 | 0.26 | 0.03 | 0.232 |
Cu | 0.46 | 0.55 | 0.57 | 0.07 | 0.498 | |
Zn | 7.2 | 8.4 | 8.7 | 1.2 | 0.689 | |
40 | Mn | 0.37 | 0.33 | 0.34 | 0.04 | 0.716 |
Cu | 0.90 | 0.89 | 0.81 | 0.05 | 0.450 | |
Zn | 14.6 | 15.2 | 14.5 | 1.1 | 0.893 | |
50 | Mn | 0.25 | 0.23 | 0.30 | 0.04 | 0.441 |
Cu | 0.67 | 0.72 | 0.72 | 0.07 | 0.837 | |
Zn | 12.1 | 11.9 | 12.6 | 1.3 | 0.909 | |
60 | Mn | 0.30 | 0.26 | 0.32 | 0.04 | 0.616 |
Cu | 0.61 | 0.64 | 0.78 | 0.07 | 0.183 | |
Zn | 12.8 | 13.8 | 12.8 | 1.3 | 0.813 | |
Yolk | ||||||
30 | Mn | 0.92 | 0.80 | 0.92 | 0.04 | 0.094 |
Cu | 1.47 | 1.50 | 1.49 | 0.07 | 0.950 | |
Zn | 39.4 | 36.5 | 38.3 | 1.4 | 0.344 | |
40 | Mn | 0.89a | 0.76b | 0.94a | 0.03 | <0.001 |
Cu | 1.66 | 1.57 | 1.60 | 0.07 | 0.615 | |
Zn | 39.4 | 38.6 | 39.0 | 0.5 | 0.560 | |
50 | Mn | 0.80a | 0.71b | 0.83a | 0.03 | 0.006 |
Cu | 1.51 | 1.60 | 1.54 | 0.04 | 0.359 | |
Zn | 38.2 | 37.6 | 38.7 | 0.6 | 0.390 | |
60 | Mn | 0.81b | 0.69c | 0.95a | 0.03 | <0.001 |
Cu | 1.49 | 1.49 | 1.48 | 0.07 | 0.970 | |
Zn | 36.6 | 35.8 | 37.3 | 0.6 | 0.187 |
- 1
-
All samples are “as received” basis. Egg sample consisted of a whole egg content (yolk + albumen; n = 1 per pen; n = 10 pens per treatment). Yolk samples were a composite of n = 5 yolks per pen. Eggs were sent to ATC Scientific (North Little Rock, AR) for mineral contents analysis.
- 2
-
The 3 laying treatment diets provided Zn, Mn, and Cu (mg/kg): CTL = predominantly inorganic trace minerals (143–180–123); ORG = organic HMTBa trace minerals (50–60–15); and MIX = a blend of inorganic/organic HMTBa trace minerals (75/25–90/30–22.5/7.5). These diets were fed starting at wk 26 until the end of the experiment. Each dietary treatment was represented by n = 10 pens of 43 initial hens per pen.
- a–c
-
Means with different superscripts within rows denote significant differences (P ≤ 0.05). Hen age effect was significant on Zn, Cu, and Mn yolk and whole egg contents (P ≤ 0.017. Hen age × diet interaction did not affect for Zn, Cu, and Mn yolk and whole egg contents P ≥ 0.288.
Fertility and Incubation
Figure 4 displays the effect of dietary trace mineral supplementation on fertility (Figure 4A) and incubation parameters (Figure 4B: hatchability; Figure 4C: hatch of fertile; Figure 4D: early dead). The fertility and hatchability in natural mating conditions is primarily influenced by the male age, libido, mating, and sperm transfer (Duncan et al., 1990; McGary et al., 2003). Dietary trace mineral supplementation did not affect fertility or hatchability % (P ≥ 0.205). Lower hatch of fertile % was detected at wk 41 when incubating eggs from ORG hens compared to those from CTL and MIX hens (P = 0.018), although this effect was not consistent throughout the rest of the experiment (P ≥ 0.060). In this study, the average peak in fertility was 95% (33 wk; Figure 4A) for all treatments, which is acceptable in commercial settings. However, a dramatic decline in fertility occurred after 41 wk of age until the end of the study (94–59%; Figure 4A), which is not usual in our research unit and commercial U.S. breeder houses per personal communication with field experts, and as it is indicated in guidelines (Cobb-Vantress, 2020). We can confirm from our behavioral observations and industry reports (Graber, 2021a,b), that the poor mating frequency of this particular breeder male strain interfered with the possible influence that dietary trace minerals could have on fertility.
Trace mineral carryover from hen to egg is necessary for proper embryo trace mineral mobilization, and development (Richards, 1997; Favero et al., 2013). We observed a higher number of early embryonic deaths in eggs from ORG hens collected at wk 41 (P = 0.004; Figure 4D) when compared to the eggs from CTL and MIX hens, although these results were not consistent during the remainder of the study. Lastly, early embryonic mortality was reduced in eggs collected at wk 65 from ORG and MIX hens (P = 0.024; Figure 4D) compared to eggs from CTL hens.
Broiler Offspring Performance and Tibias
As shown in Table 5, hatched chick BW and 7-day BW were not affected by maternal diet during any of the 4 separate placements (P ≥ 0.200 and P ≥ 0.123, respectively). Similarly, maternal trace mineral supplementation did not affect chick BW gain, feed conversion ratio (FCR), or their feed intake through any of the 7-day grow-outs (P ≥ 0.055). A higher mortality was observed in chicks from MIX hens when eggs were incubated at 57 wk of hen age (P = 0.016), yet these results were not consistent during the rest of the grow-outs. Table 6 shows the mineral concentrations in tibias collected from chicks grown for 7 d. Maternal diet did not alter ash or mineral contents in 7-day-old chick tibias (P = 0.531 and P ≥ 0.275, respectively). Even if no major changes were observed during incubation (Figure 4), performance of 4 separate 7-day grow-outs (Table 5), or tibia ash and mineral contents (Table 6), there are several studies that show that maternal dietary organic trace minerals can improve bone mineralization parameters in chick embryos, hatchling BW, and livability, although no considerable effects have been shown in offspring performance and meat yield (Virden et al., 2003; Moraes et al., 2011; Favero et al., 2013; Torres, 2013).
Table 5. Effect of maternal trace mineral supplementation on broiler 7-day growth performance when fed a common starter diet and hatched from hens of 33, 41, 57, and 65 wk of age.
Variable1 | Maternal dietary treatment2 | SEM | P value | ||
---|---|---|---|---|---|
Empty Cell | CTL | ORG | MIX | Empty Cell | Empty Cell |
Wk 33 hatch | |||||
d 0 BW, g | 40 | 40 | 41 | 0.2 | 0.420 |
d 7 BW, g | 177 | 177 | 179 | 1.4 | 0.593 |
BWG, g | 134 | 135 | 134 | 2.0 | 0.936 |
FI, g | 158 | 158 | 157 | 2.1 | 0.820 |
FCR (feed:gain) | 1.181 | 1.173 | 1.171 | 0.02 | 0.931 |
Mortality, % | 2.7 | 1.3 | 3.7 | 1.1 | 0.306 |
Wk 41 hatch | |||||
d 0 BW, g | 43 | 43 | 43 | 0.4 | 0.258 |
d 7 BW, g | 194 | 193 | 196 | 1.3 | 0.427 |
BWG, g | 151 | 151 | 151 | 1.3 | 0.849 |
FI, g | 189 | 193 | 193 | 2.0 | 0.221 |
FCR (feed:gain) | 1.255 | 1.282 | 1.278 | 0.02 | 0.502 |
Mortality, % | 0.7 | 0.0 | 0.7 | 0.5 | 0.509 |
Wk 57 hatch | |||||
d 0 BW, g | 47 | 47 | 47 | 0.3 | 0.310 |
d 7 BW, g | 198 | 192 | 192 | 2.2 | 0.123 |
BWG, g | 150 | 145 | 142 | 2.3 | 0.055 |
FI, g | 180 | 173 | 175 | 2.6 | 0.225 |
FCR (feed:gain) | 1.199 | 1.197 | 1.234 | 0.02 | 0.217 |
Mortality, % | 0.7b | 0.7b | 2.7a | 0.5 | 0.016 |
Wk 65 hatch | |||||
d 0 BW, g | 48 | 48 | 49 | 0.4 | 0.200 |
d 7 BW, g | 181 | 185 | 189 | 2.7 | 0.159 |
BWG, g | 132 | 136 | 139 | 2.7 | 0.181 |
FI, g | 160 | 169 | 164 | 3.9 | 0.301 |
FCR (feed:gain) | 1.217 | 1.242 | 1.183 | 0.03 | 0.286 |
Mortality, % | 1.0 | 1.0 | 1.0 | 0.6 | 0.998 |
- 1
-
Mortality corrected data: BWG = overall BWG; FI = overall feed intake; FCR = feed conversion ratio. Broiler chicks were grown 4 times (n = 300 total broiler chicks per maternal treatment).
- 2
-
The 3 maternal laying treatment diets provided Zn, Mn, and Cu (mg/kg): CTL = predominantly inorganic trace minerals (143–180–123); ORG = organic HMTBa trace minerals (50–60–15); and MIX = a blend of inorganic/organic HMTBa trace minerals (75/25–90/30–22.5/7.5).
- a,b
-
Means with different superscripts within rows denote significant differences within hatch week grow-out (P ≤ 0.05). The hen age effect P value for broiler d 0 BW, d 7 BW, BWG, FI, and FCR was <0.001, and 0.003 for chick mortality. Hen age × maternal diet effect P value was only significant for BWG (P = 0.042).
Table 6. Effect of broiler breeder hen (41-wk old) dietary trace mineral supplementation on offspring chick tibia mineral contents after being grown for 7 d and fed a common starter diet.
Variable1 | Maternal dietary treatment2 | SEM | P value | ||
---|---|---|---|---|---|
Empty Cell | CTL | ORG | MIX | Empty Cell | Empty Cell |
Ash, % | 12.6 | 12.6 | 12.3 | 0.2 | 0.531 |
Ca, % | 30.8 | 30.7 | 30.9 | 0.2 | 0.794 |
Cu, ppm | 6.4 | 6.7 | 6.1 | 0.3 | 0.459 |
Mn, ppm | 17.2 | 16.3 | 16.1 | 0.7 | 0.439 |
Zn, ppm | 474.9 | 463.7 | 457.0 | 8.2 | 0.275 |
- 1
-
Analysis performed by ATC Scientific (North Little Rock, AR): AOAC 942.05 for Ash; AOAC 2001.14 MOD for Ca; AOAC 985.01 for Cu, AOAC 985.01 for Mn; AOAC 985.01 for Zn. Left tibias were collected from chicks (n = 6 from each pen; n = 10 pens per maternal treatment) grown for 7 d obtained from hens fed the different trace mineral diets: CTL, ORG, or MIX. Chicks were fed a common starter diet.
- 2
-
The 3 maternal laying treatment diets provided Zn, Mn, and Cu (mg/kg): CTL = predominantly inorganic trace minerals (143–180–123); ORG = organic HMTBa trace minerals (50–60–15); and MIX = a blend of inorganic/organic HMTBa trace minerals (75/25–90/30–22.5/7.5).
Hen and Chick Bone Mineral Density
The results of bone mineral densities obtained with DEXA scans of hens, hatched chicks, and grown chicks are shown on Figure 5A to C, respectively. Hens in the 3 dietary groups had a similar bone mineral density at all ages sampled (P ≥ 0.089). Even with no differences in chick performance, our scan results showed that hatched chick’s bone mineral density was improved when obtained from ORG-fed hens when fertile eggs were collected from young hens (29 wk; P = 0.004; Figure 5B). Bone density was higher on 7-day grown broilers from the wk 41 hatch when obtained from ORG hens compared to those from MIX-fed hens (0.076 vs. 0.072 g/cm2; P = 0.047; Figure 5C) but were not different from those of CTL-fed hens. Our results concur with previous studies, where breeders supplemented with organic trace minerals (DL-methionine or HMTBa, respectively) positively influenced offspring tibia and femur bone integrity (Kidd et al., 1992; Torres, 2013).
The enhancement of performance and eggshell quality obtained when combining organic and inorganic trace minerals in the breeder diets like in our MIX treatment agrees with earlier reports (Hudson et al., 2004; Favero et al., 2013), although the explanation of this phenomenon is still unknown. The chemistry of HMTBa trace minerals may facilitate their stability and uptake in the gut lumen (Leeson and Summers, 2005). However, trace mineral bioavailability is studied using markers that may not be crucial in breeders (Forbes and Erdman Jr, 1983; Brown and Zeringue, 1994; Cao et al., 2000), and perhaps is also influenced by breeder age. Organic and inorganic trace minerals are absorbed from the lumen to bloodstream via 2 different routes, respectively (Goff, 2015, 2018): 1) transcellular mechanism, or 2) paracellular mechanism. Whether absorbing these minerals via both routes is advantageous to breeder reproduction is unclear but is a potential explanation of our results.
In large broiler experiments (Manangi et al., 2012), replacing the diet inorganic levels of 100, 90, 125 mg/kg of Zn, Mn, and Cu, respectively, with 32, 32, and 8 mg/kg of HMTBa trace minerals was effective in maintaining similar broiler performance and reducing mineral excretion in the litter. In our trial, hens fed reduced doses of HMTBa (ORG), had offspring with higher bone mineral density, although the egg yolk Mn carryover, and overall performance data results suggest that these levels were not sufficient to outperform those high industry levels provided in the CTL and MIX diets. It is not possible to distinguish whether dose or source of trace minerals used induced the responses shown in our study. To address these questions, future dose-response experiments should compare equal mineral levels among treatments provided by different sources (organic or inorganic). As shown in previous literature, reducing and replacing inorganic trace minerals in breeder diets are a potential tool to maintain or enhance reproduction and offspring quality (Torres, 2013; Araújo et al., 2019), although it should be done carefully when replacing high industry safety levels.
CONCLUSIONS AND APPLICATIONS
- 1.
Breeder hens fed the combination of inorganic/organic HMTBa trace minerals (Zn, Mn, and Cu) at intermediate industry levels (MIX; 75/25–90/30–22.5/7.5, mg/kg) had increased egg production, eggshell quality, and cuticle deposition in the second half of the laying period.
- 2.
Maternal trace mineral supplementation did not affect offspring 7-day growth performance or tibia ash and mineral %.
- 3.
Providing breeders reduced levels of Zn, Mn, and Cu from organic HMTBa in their feed (ORG; 50–60–15, mg/kg) resulted in less egg yolk Mn carryover. This dietary treatment increased offspring bone mineral density in hatched chicks from young (wk 29) hens compared those from hens fed CTL and MIX. Similarly, chicks grown for 7 d obtained from ORG hens (41 wk) had improved bone mineral density compared to those from MIX hens only. However, it is unclear if the dietary concentrations of these trace minerals or the form caused this response.
- 4.
Given the industry approach of this experiment, it cannot be discerned if the dietary concentrations of these trace minerals or their form used explain these results. In the future, replacing high industry levels of inorganic Zn, Mn, and Cu that exceed current nutritional recommendations with organic trace minerals should be performed carefully, to maintain or improve the breeder reproductive performance, hatchability, and offspring quality.
DISCLOSURES
The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Jeanna L. Wilson reports financial support was provided by Novus International Inc.
ACKNOWLEDGMENTS
This work was supported by the University of Georgia Department of Poultry Science, College of Agricultural and Environmental Sciences and Novus International Inc. (Project # RNOVU00011711201).
Author Contributions: J. L. W., M. R., and R. E. B. designed the study. L. P. A. and K. M. S. collected the data. D. L. W., and W. K. W. assisted in collecting body composition data. L. P. A. interpreted the data. Manuscript preparation was done by L. P. A. and J. L. W.
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