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Research Article| Volume 98, ISSUE 9, P6315-6326, September 2015

Weaning age affects growth, feed intake, gastrointestinal development, and behavior in Holstein calves fed an elevated plane of nutrition during the preweaning stage

Open ArchivePublished:July 02, 2015DOI:https://doi.org/10.3168/jds.2014-9062

      Abstract

      Recent research has revealed potential advantages of feeding an elevated plane of nutrition to calves during the preweaning period. However, calves fed more nutrients preweaning may be more susceptible to depressed growth and weaning stress during the transition from liquid to solid feed. The objective of this study was to investigate the relationship between the age of weaning and feed intake, and its influence on growth, gastrointestinal development, and behavioral indicators in dairy calves fed an elevated plane of nutrition during the preweaning period. To meet this objective, 20 female Holstein calves were randomly assigned at birth to be weaned at 6 or 8 wk. Milk replacer (mixed at 150 g/L) was offered at 1.2 kg/calf per day in 2 meals until a 1-wk step-down, when meals were reduced by 50% 1 wk before weaning. Daily starter, chopped oat straw, water intake, and weekly body weights were measured until d 70 of life. To assess digestive tract development, rumen fluid, fecal, and blood samples were taken before and after weaning (d 35, 49, and 63) and analyzed for ruminal short-chain fatty acids, blood β-hydroxybutyrate, and fecal starch, respectively. Behavioral indicators of weaning stress, including vocalizing and non-nutritive oral behavior, were measured by visual observation for 1 h, 3 times per week, before the second feeding of the day during the period from 2 wk before weaning to 2 wk after weaning. The calves weaned at 8 wk compared with 6 wk had higher average daily gain for the week preweaning (0.79 ± 0.09 vs. 0.34 ± 0.10 kg/d) and postweaning (1.05 ± 0.09 vs. 0.35 ± 0.11 kg/d), and were heavier at d 70 (99.9 ± 1.81 vs. 91.0 ± 2.26 kg). From 5 to 8 wk of age, starter and water intakes were lower in calves weaned at 8 wk of age. However, overall starter intake did not differ during the last week of the experiment. Furthermore, calves weaned at 8 wk compared with 6 wk had higher starter intake for 1 wk preweaning (1.36 ± 0.13 vs. 0.40 ± 0.08 kg/d) and postweaning (2.51 ± 0.20 vs. 1.16 ± 0.15 kg/d). In both treatments, weaning increased ruminal short-chain fatty acids, blood β-hydroxybutyrate, and fecal starch, yet the differences between the week before and after weaning were greater for calves weaned at 6 wk compared with those weaned at 8 wk. Treatment × week relative to weaning interactions indicated that several behaviors varied between early- and later-weaned calves during the week before weaning; calves weaned at 6 wk tended to exhibit 75% more non-nutritive oral behavior and spent 55% less time ruminating, and 36% less time lying compared with calves weaned at 8 wk. Under the conditions of this study, the results suggest that calves fed an elevated plane of nutrition preweaning have higher starter intakes and average daily gain during the weaning period when weaning is extended from 6 to 8 wk of age.

      Key words

      Introduction

      Dairy calves are born as pseudo-monogastrics, without a functioning rumen, and they initially rely on milk to ensure they receive enough energy for maintenance and growth (
      • Baldwin VI, R.L.
      • McLeod K.R.
      • Klotz J.L.
      • Heitmann R.N.
      Rumen development, intestinal growth and hepatic metabolism in the pre- and postweaning ruminant.
      ). When calves are left to nurse from their dam or offered milk ad libitum, they often drink up to 12 L of milk per day (
      • de Passillé A.M.B.P.
      • Marnet G.
      • Lapierre H.
      • Rushen J.
      Effects of twice-daily nursing on milk ejection and milk yield during nursing and milking in dairy cows.
      ;
      • de Passillé A.M.
      • Rushen J.
      Adjusting the weaning age of calves fed by automated feeders according to individual intakes of solid feed.
      ), in 8 to 12 meals a day (
      • Reinhardt V.
      • Reinhardt A.
      Natural sucking performance and age at weaning in zebu cattle (Bos indicus).
      ). The weaning process occurs gradually over many weeks when calves are left to nurse from their dams and is completed at approximately 10 mo of age (
      • Reinhardt V.
      • Reinhardt A.
      Natural sucking performance and age at weaning in zebu cattle (Bos indicus).
      ). In commercial dairy production systems, feeding milk is more costly than feeding solid feed. Therefore, transitioning calves from milk to solid feed as early as possible has traditionally been perceived as a way to decrease feed costs. Early weaning methods were developed based on encouraging solid feed intake by restricting milk feeding levels to approximately 10% of birth BW, which is much less than half of ad libitum consumption. Because consumption of solid feed initiates rumen papillae development, the sooner an adequate amount of starter is consumed, the sooner weaning can successfully occur (
      • Kertz A.F.
      • Loften J.R.
      Review: A historical perspective of specific milk-replacer feeding program in the United States and effects on eventual performance of Holstein dairy calves.
      ). However, calves fed restricted levels of milk typically display behavioral signs of stress and have poor growth rates (<0.5 kg/d;
      • Noller C.H.
      • Dickson I.A.
      • Hill D.L.
      Value of hay and rumen inoculation in an early-weaning system for dairy calves.
      ;
      • Winter K.A.
      Comparative performance and digestibility in dairy calves weaned at three, five, and seven weeks of age.
      ;
      • Kertz A.F.
      • Prewitt L.R.
      • Everett Jr., J.P.
      An early weaning calf program: Summarization and review.
      ), as well as indications of hunger and significant welfare issues (
      • Khan M.A.
      • Weary D.M.
      • von Keyserlingk M.A.G.
      Invited Review: Effects of milk ration on solid feed intake, weaning, and performance in dairy heifers.
      ).
      Over the past decade, there has been a movement toward offering more milk-based nutrients in early life to achieve improved health, growth rates, feed efficiency, and lifetime milk production (
      • Soberon F.
      • Raffrenato E.
      • Everett R.W.
      • Van Amburgh M.E.
      Preweaning milk replacer intake and effects on long-term productivity of dairy calves.
      ). In spite of the benefits to performance and health, feeding calves higher planes of nutrition preweaning is still not advocated in all circumstances. One reason for the lack of implementation is that feeding calves larger amounts of milk delays solid feed intake, which may compromise rumen development before and during weaning, as well as affect postweaning growth (
      • Appleby M.
      • Weary D.
      • Chua B.
      Performance and feeding behaviour of calves on ad libitum milk from artificial teats.
      ;
      • Jasper J.
      • Weary D.M.
      Effects of ad libitum milk intake on dairy calves.
      ). Supporting this concept,
      • Sweeney B.C.
      • Rushen J.
      • Weary D.M.
      • de Passillé A.M.
      Duration of weaning, starter intake, and weight gain of dairy calves fed large amounts of milk.
      found that calves fed large amounts of milk displayed decreased postweaning intake and weight loss during an abrupt weaning scheme at 40 d of age. The gastrointestinal tract might be too premature in its development to support solid feed intake and growth during weaning (
      • Baldwin VI, R.L.
      • McLeod K.R.
      • Klotz J.L.
      • Heitmann R.N.
      Rumen development, intestinal growth and hepatic metabolism in the pre- and postweaning ruminant.
      ).
      Little information exists on the effects of weaning age on solid feed intake, growth, digestive tract development, and behavior for higher planes of nutrition during the preweaning period. It can be expected that the transition becomes more challenging at higher planes of nutrition due to less solid feed intake; however, further research is required to determine the optimal weaning age when calves are fed higher quantities of milk under diverse feeding schemes and systems. The objective of this experiment was to characterize the effect of weaning age on dietary intake, growth, digestive tract development, and feeding behavior of the dairy calf. We hypothesized that calves fed an elevated plane of nutrition (1.2 kg of milk replacer/d) weaned at 8 versus 6 wk would have higher growth rates, more advanced gastrointestinal development, and decreased behavioral signs of hunger during the weaning period.

      Materials and Methods

      Animals and Housing

      The use of 20 Holstein calves for this study was approved by Nutreco Canada’s Agresearch’s (Guelph, ON, Canada) Animal Care Committee, in compliance with the guidelines set by the Canadian Council on Animal Care (

      Canadian Council of Animal Care (CCAC). 2009. The Care and Use of Farm Animals in Research, Teaching and Testing. CCAC, Ottawa, ON, Canada.

      ). Calves were enrolled in the study at birth, after being transferred from a maternity pen to a naturally ventilated calf nursery barn at Eckerlea Acres Dairy Farm (Seaforth, ON, Canada). In the nursery, calves were placed in individual pens (1.83 m wide × 2.74 m long; 5.01 m2) for the remainder of the study. Pens were bedded with wood shavings, and soiled shavings were removed daily and replaced as needed. The front of each pen had 4 openings mounted to the gates to facilitate the holding of the feeding pails (top diameter = 12 cm, bottom diameter = 8 cm, height = 22 cm, capacity = 7 L). The first opening held a pail containing ad libitum calf starter. The second opening held a pail containing ad libitum chopped oat straw (3 cm). The third and fourth openings held pails containing ad libitum water; 2 pails were used to ensure calves always had access to water if drinking more than 1 pail between visits.
      Within 4 h of birth, calves were weighed and offered 4 L of their dam’s colostrum by nipple bottle (Super Calf Nipple; Merrick’s, Middleton, WI). If they drank 3 L or more, it was deemed sufficient and the volume was recorded. Colostrum quality was measured with a Brix refractometer (Equine Colostrum Refractometer; Animal Reproductive Systems, Chino, CA) and was discarded if it measured less than 22 on the Brix scale (
      • Bielmann V.
      • Gillan J.
      • Perkins N.R.
      • Skidmore A.L.
      • Godden S.
      • Leslie K.E.
      An evaluation of Brix refractometry instruments for measurement of colostrum quality in dairy cattle.
      ). If the dam produced colostrum of insufficient quality or quantity, frozen colostrum of sufficient quality was thawed and fed to the calf. On the first day of life, each calf was given a 1-mL subcutaneous injection of selenium and vitamin E supplement (Dystosel; Pfizer Animal Health, Kirkland, QC, Canada) and a 1-mL subcutaneous injection of tildipirosin solution (Zuprevo; Merck Animal Health, Summit, NJ) as a preventative measure to reduce incidence of illness (
      • Stanton A.L.
      • Kelton D.F.
      • LeBlanc S.J.
      • Wormuth J.
      • Fox L.K.
      • Leslie K.E.
      Effects of tulathromycin on incidence of various diseases and growth of young heifers.
      ). At the first milk feeding after colostrum and for the next 6 d, each calf was given 8 mL of halofuginone lactate by oral applicator (Halocur; Merck Animal Health, Summit, NJ) immediately following the morning feeding to reduce morbidity from cryptosporidiosis (
      • Trotz-Williams L.A.
      • Jarvie B.D.
      • Peregrine A.S.
      • Duffield T.F.
      • Leslie K.E.
      Efficacy of halofluginone lactate in prevention of cryptosporidiosis in dairy calves.
      ).

      Milk, Starter, Chopped Straw, and Water Feeding

      After the initial colostrum feeding, all calves were fed a milk replacer solution (MR) twice daily (0730 and 1630 h) by nipple bottle (Super Calf Nipple). As calves became stronger, they were transitioned at 7 ± 3 d to a gate-mounted artificial teat (Peach Teats; Skellerup Industries Ltd., Woolston, New Zealand), through which they were fed until weaning. The artificial teat feeding setup consisted of the teat mounted at the front of the pen, attached to a tube fitted with a one-way valve, running into an 8-L bucket placed outside the pen. All buckets, lines, and teats were cleaned daily in the morning after feeding.
      Shur-Gain Optivia High Performance (26% CP, 16% fat; ME = 4.58 Mcal/kg) Milk Replacer (Nutreco Canada Inc., Guelph, ON, Canada), mixed at a rate of 150 g to 1 L of 40°C water was used for the study. The MR was prepared at each feeding in sufficient volume to feed all calves. From birth to d 70, pelleted calf starter (22% CP; ME = 2.63 Mcal/kg) was offered ad libitum. It was delivered daily at 0900 h and orts were weighed and discarded. From birth to d 70, oat straw (8% CP; ME = 1.55 Mcal/kg) chopped to a length of 3 cm was offered ad libitum; it was delivered daily at 0900 h and orts were weighed and discarded. From birth to d 70, water was delivered daily at 0900h and offered ad libitum; orts were measured volumetrically and discarded. Additional starter, straw, and water were added throughout the day, and recorded, if necessary to ensure continuous availability.

      Experimental Design and Intake and Growth Measurements

      At birth, each calf was randomly assigned to either the 6-wk (6WW) or 8-wk (8WW) weaning protocol. All calves allocated to the study were collected over a period of 1 mo. Calves were offered 6 L from d 1 to 3, 7 L from d 4 to 6, and 8 L from d 7 until their respected time of step-down weaning (Figure 1A). The 6WW group was stepped down to 4 L/d on d 36 and weaned on d 43. The 8WW group was stepped down to 4 L/d on d 50 and weaned on d 57. Intakes of starter, straw, and water were recorded daily at 0900 h. Intake of MR was recorded twice daily at each feeding. Calves were weighed at the same time of day (1100 h) weekly (±1 d) starting at birth until d 70. Additional weight measurements were taken at 90 and 150 d to assess the long-term effect of weaning age treatment on growth.
      Figure thumbnail gr1
      Figure 1Experimental milk feeding regimen (A) and weekly BW (B) from calves weaned at 6 wk (dotted line) or 8 wk (solid line) for the first 10 wk of life. *Weekly means between calves weaned at 6 wk and calves weaned at 8 wk are different (P < 0.05).

      Rumen Fluid, Fecal Matter, and Blood Collection

      To characterize digestive tract development before and after weaning, rumen fluid was collected on d 35, 49, and 63 (±1 d) using a Geishauser probe designed specifically for calves, as described by
      • Benschop D.L.
      • Cant J.P.
      Developmental changes in clearance of intravenous doses of glucose, acetate and β-hydroxybutyrate from plasma of calves.
      ), at 1100 h. Ruminal pH was immediately determined using a handheld pH meter that was calibrated before every reading (pH 310, Oakton Instruments, Vernon Hills, IL). Rumen fluid samples were collected and preserved for short-chain fatty acids (SCFA) analysis by mixing 5 mL of rumen fluid with 1 mL of 0.06 M HCl. All aliquots were immediately frozen at −20°C. In between each use, the rumen collecting apparatus was cleaned with water and ethanol to prevent contamination of rumen fluid samples from calf to calf. The rumen fluid was analyzed for SCFA using gas chromatography (
      • Mutsvangwa T.
      • Walton J.P.
      • Plaizier J.C.
      • Duffield T.F.
      • Bagg R.
      • Dick P.
      • Vessie G.
      • McBride B.W.
      Effects of monensin controlled-release capsule or premix on attenuation of subacute ruminal acidosis in dairy cows.
      ). To assess total-tract starch digestibility, fecal samples (50 g) were collected on wk 5, 7, and 9, frozen immediately, and stored at −20°C until analysis. In brief, calves were rectally finger-stimulated with a sterile-gloved hand to facilitate the collection of a fecal sample. Fecal samples were dried at 60°C for 48 h before grinding to a 1.0-mm particle size. The starch content in fecal samples was analyzed at Cumberland Valley Laboratories (Hagerstown, MD) using methods described by
      • Hall M.B.
      Analysis of starch, including maltooligosaccharides in animal feeds: A comparison of methods and a recommended method for AOAC collaborative study.
      .
      At d 7 (±1 d) and every week thereafter to d 70, blood was collected. All blood was collected via jugular venipuncture using 12-mL (serum samples) Vacutainers (Becton Dickinson, Franklin Lakes, NJ) 3 h after morning feeding of starter (1100 h). After collection, blood in the serum Vacutainer tube sat at room temperature for 30 min before centrifugation at 3,000 × g for 15 min at room temperature. Serum was separated and stored at −20°C until analysis for BHBA using spectrophotometry as described by
      • Williamson D.H.
      • Mellanby J.
      • Krebs H.A.
      Enzymatic determination of d(-)-β-hydroxybutyric acid and acetoacetic acid in blood.
      . For the purpose of this experiment, results from d 35, 49, and 63 are reported.

      Behavioral Data Collection

      Behavior of all calves was observed 3 d/wk (Monday, Wednesday, and Friday) between 1500 and 1600 h from d 35 to 63, during the period from 2 wk before weaning to 2 wk after weaning to maximize the distribution of measurements. The 1-h observation period per day was chosen based on work of
      • Montoro C.
      • Miller-Cushon E.K.
      • DeVries T.J.
      • Bach A.
      Effect of physical form of forage on performance, feeding behavior, and digestibility of Holstein calves.
      , and the timing of the observation period (−1.5 to −0.5 h before the afternoon milk delivery) was based on
      • Miller-Cushon E.K.
      • Bergeron R.
      • Leslie K.E.
      • DeVries T.J.
      Effect of milk feeding level on development of feeding behavior in dairy calves.
      , who demonstrated very little milk feeding activity during those times of the day; we hypothesized that calves would show greater rumination, solid feed consumption, and other oral behaviors during that time period. A single researcher performed all observations to reduce variation. Every minute, the posture of the calf (standing or lying) and any other behaviors (ruminating, eating straw, eating starter, drinking water, playing, grooming, oral behavior, vocalizing, or being idle) were recorded. Ruminating was defined as the calf chewing when it had not ingested any feed or bedding in the previous 2 min. Eating starter or straw was defined as the calf lowering its head into the bucket and visibly chewing the feed. Oral behavior was defined as any non-nutritive sucking or licking.

      Treatment of Disease and Dehorning

      Treatment of disease followed standard operating procedures on the farm. Neonatal calf diarrhea was treated with a 1-mL subcutaneous injection of meloxicam solution (Metacam; Boehringer Ingelheim, Burlington, ON, Canada), and oral electrolyte therapy (Calf Lyte II; Vetoquinol, Lavaltrie, QC, Canada) was provided as required until scouring subsided. Respiratory disease was treated with florfenicol solution (NuFlor; Merck Animal Health) as directed on the bottle. All administered medications were recorded, along with any other pertinent information, such as indicators of disease (e.g., temperature, diarrhea, bloating, dehydration).
      Calves were disbudded at 21 d (±3 d) using an electric cauterizer (Rhinehart X30; Rhinehart, Spencerville, IN). Each calf was given a 1-mL subcutaneous injection of meloxicam solution (Metacam) 30 min before cauterizing. A standard cornual nerve block procedure was used to minimize pain, in which 5 mL of lidocaine solution (Lido-2; Rafter 8, Calgary, AB, Canada) per horn was injected 20 min before cauterizing.

      Statistical Analysis

      Body weight, feed intake, rumen SCFA, blood BHBA, and fecal starch data were summarized and analyzed as one measurement per week, whereas all intake data were summarized for each week of the experiment. A preliminary analysis found no effect of week of entry into the study on treatment. The data were organized for each calf for each week of life, and for each week relative to weaning (WRW; −3, −2, step-down, weaning, +2), with the week of step-down beginning the day the calves were stepped down from 4 to 2 L twice daily (d 35 and 49 for 6WW and 8WW calves, respectively), and the week of weaning beginning the day calves received no milk (d 42 and 56 for 6WW and 8WW calves, respectively). To examine the effect of treatment, data were analyzed using the MIXED procedure of the statistical analysis system (

      SAS Institute. 2004. SAS/STAT Users Guide. Release 9.1. SAS Inst. Inc., Cary, NC.

      ), treating WRW as a repeated measure. The model included the fixed effects of WRW, treatment, week × WRW interaction, and the random effect of calf within treatment. Compound symmetry was selected as the variance-covariance matrix structure based on best fit according to Schwarz’s Bayesian information criterion. Behavior data were summarized for each calf as the total time (min per hour of observation) devoted to each monitored behavior per day. These data were then summarized for each calf for each WRW (−3, −2, step-down, weaning, +2). Before analyses, all data were screened for normality using the UNIVARIATE procedure of SAS. Data on time spent ruminating, eating forage, eating starter, drinking water, playing, engaging in oral behavior, and vocalizing were right skewed. Thus, these behavioral data were transformed by taking the natural logarithm of each data point +1. To examine the effect of treatment, these data were analyzed using the same MIXED procedure in SAS, treating WRW as a repeated measure. For all contrasts, a Tukey test was used to correct for multiple comparisons and all values reported are least squares means. When age at weaning × WRW interaction was detected, a Tukey test was used to correct for multiple comparisons between treatments by each WRW using the PDIFF statement in SAS. All values are reported as least squares means. Transformed data are shown in the results as back-transformed means. Significance was declared at P ≤ 0.05 and trends reported if 0.05 < P ≤ 0.10.

      Results

      Intake, Growth, and BHBA Results

      Minimal orts were recorded in milk intake and we detected no differences between treatments, and thus results are not presented. During the week of step-down, 6WW calves consumed approximately one-third of the amount of starter consumed by 8WW calves (Table 1). Although the 6WW calves had a lower starter intake, it rapidly increased (by 523%) at weaning (Table 1), whereas 8WW calves had a 117% increase during the week of weaning. The most rapid increase of starter intake occurred during the week of weaning for both treatment groups (Figure 2); 6WW calves increased their starter intake by 240%, whereas 8WW calves increased starter intake by 116%. Water intake was similar to starter intake (Table 1), as the correlation coefficient between starter and water intake for both treatment groups was high (r = 0.95; P < 0.05) throughout the trial. Difference in straw intake between the treatment groups was most apparent in the week after the week of weaning (wk +2 in Table 1), with 8WW calves consuming 155% more than the amount consumed by 6WW calves (Table 1). However, overall starter intakes were not different during the last week of the experiment (63–70 d of life) in 6WW (3,260 ± 196 g) and 8WW (3,219 ± 202 g) calves.
      Table 1Effect of weaning age (A; 6 or 8 wk)
      Calves (n=10 per treatment) were weaned off milk replacer at either 6 or 8 wk of age.
      on growth and feed intake
      ADG data presented as one measurement per week, and intake data are presented as the weekly mean from daily measurements. Data presented are least squares means.
      of dairy calves at various weeks relative to weaning
      Step=step down (week before weaning); Wean=week after weaning.
      (W) off milk replacer
      ItemWeaned at 6 wkWeaned at 8 wkSEM
      Greatest SEM is shown.
      P-value
      −3−2StepWean+2−3−2StepWean+2AWA × W
      Starter intake (g/d)21
      Means within row with a common superscript differ (P≤0.05).
      64
      Means within row with a common superscript differ (P≤0.05).
      399
      Means within row with a common superscript differ (P≤0.05).
      1,357
      Means within row with a common superscript differ (P≤0.05).
      2,083
      Means within row with a common superscript differ (P≤0.05).
      246
      Means within row with a common superscript differ (P≤0.05).
      534
      Means within row with a common superscript differ (P≤0.05).
      1,159
      Means within row with a common superscript differ (P≤0.05).
      2,505
      Means within row with a common superscript differ (P≤0.05).
      3,219
      Means within row with a common superscript differ (P≤0.05).
      202<0.01<0.01<0.01
      Straw intake (g/d)1
      Means within row with a common superscript differ (P≤0.05).
      6
      Means within row with a common superscript differ (P≤0.05).
      27
      Means within row with a common superscript differ (P≤0.05).
      55
      Means within row with a common superscript differ (P≤0.05).
      55
      Means within row with a common superscript differ (P≤0.05).
      15
      Means within row with a common superscript differ (P≤0.05).
      29
      Means within row with a common superscript differ (P≤0.05).
      57
      Means within row with a common superscript differ (P≤0.05).
      87
      Means within row with a common superscript differ (P≤0.05).
      140
      Means within row with a common superscript differ (P≤0.05).
      290.07<0.010.03
      Water intake (L/d)0.40.4
      Means within row with a common superscript differ (P≤0.05).
      1.6
      Means within row with a common superscript differ (P≤0.05).
      5.7
      Means within row with a common superscript differ (P≤0.05).
      7.6
      Means within row with a common superscript differ (P≤0.05).
      0.61.4
      Means within row with a common superscript differ (P≤0.05).
      3.5
      Means within row with a common superscript differ (P≤0.05).
      9
      Means within row with a common superscript differ (P≤0.05).
      11.1
      Means within row with a common superscript differ (P≤0.05).
      0.8<0.01<0.01<0.01
      ME intake (Mcal/d)7.627.734.83
      Means within row with a common superscript differ (P≤0.05).
      3.57
      Means within row with a common superscript differ (P≤0.05).
      5.48
      Means within row with a common superscript differ (P≤0.05).
      8.218.976.83
      Means within row with a common superscript differ (P≤0.05).
      6.59
      Means within row with a common superscript differ (P≤0.05).
      8.46
      Means within row with a common superscript differ (P≤0.05).
      0.9<0.01<0.01<0.01
      ME:gain (Mcal/kg)11.80
      Means within row with a common superscript differ (P≤0.05).
      13.65
      Means within row with a common superscript differ (P≤0.05).
      18.60
      Means within row with a common superscript differ (P≤0.05).
      8.83
      Means within row with a common superscript differ (P≤0.05).
      6.148.99
      Means within row with a common superscript differ (P≤0.05).
      10.33
      Means within row with a common superscript differ (P≤0.05).
      9.17
      Means within row with a common superscript differ (P≤0.05).
      6.31
      Means within row with a common superscript differ (P≤0.05).
      6.780.7<0.01<0.01<0.01
      ADG (kg/d)0.670.640.35
      Means within row with a common superscript differ (P≤0.05).
      0.35
      Means within row with a common superscript differ (P≤0.05).
      0.94
      Means within row with a common superscript differ (P≤0.05).
      0.950.90.79
      Means within row with a common superscript differ (P≤0.05).
      1.06
      Means within row with a common superscript differ (P≤0.05).
      1.29
      Means within row with a common superscript differ (P≤0.05).
      0.11<0.01<0.010.04
      a–e Means within row with a common superscript differ (P ≤ 0.05).
      1 Calves (n = 10 per treatment) were weaned off milk replacer at either 6 or 8 wk of age.
      2 ADG data presented as one measurement per week, and intake data are presented as the weekly mean from daily measurements. Data presented are least squares means.
      3 Step = step down (week before weaning); Wean = week after weaning.
      4 Greatest SEM is shown.
      Figure thumbnail gr2
      Figure 2Mean estimated daily ME intake from milk, starter, and straw from 0 to 70 d of life from calves weaned at 6 wk (A) and 8 wk (B) of age.
      Growth of 6WW calves reached a plateau at 0.35 kg/d during the week of step-down, marking a 44% decrease from the prior week, and remained at 0.35 kg/d during the week of weaning, before increasing again (Table 1; Figure 1B). For 8WW calves, the growth plateau was much less pronounced during the week of step-down, with only a 12% reduction from the week prior (0.90 to 0.79 kg/d), and lasting only 1 wk (Table 1). During the week of step-down, 6WW calves had an ADG less than half that of 8WW calves (Table 1). This difference was more evident in the week of weaning, when the 8WW calves had an ADG 3 times higher than the 6WW calves (Table 1). The initial difference in BW between calves weaned at different ages began on d 36 and continued until d 70 (Figure 1). On d 70 of the study, 8WW calves weighed 99.9 kg, 9.8% more than 6WW calves (91.0 kg). The observed growth advantage was sustained in 8WW calves compared with 6WW calves at d 90 (127 ± 2.1 vs 118 ± 2.2) and d 150 (194 ± 5.2 vs 183 ± 4.8; P = 0.09).
      When taking the weekly average, 6WW calves experienced a 44% reduction in ME consumed as the step-down occurred, whereas 8WW calves experienced only a 21% decrease. This reduction occurred again at weaning, with 6WW calves reducing ME consumption by 36% and 8WW calves reducing by 14%. The ratio of ME:gain was also reduced for both groups in the week of weaning (Table 1). However, the reduction in ME:gain and feed:gain was greater in 6WW calves (55 and 65%, respectively) compared with 8WW calves (14 and 20%, respectively) in the week of weaning (Table 1).

      Gastrointestinal Observations

      Starter intake, rumen fluid pH, SCFA concentration, blood BHBA concentration, and fecal starch percentage in 6WW and 8WW calves on d 35, 49, and 63 are shown in Figure 3. Weaning increased solid feed intake, which coincided with decreased ruminal pH and increased ruminal total SCFA and butyrate for both groups (Figure 3B, C, D). On d 49 of life, we observed a trend (P = 0.10) for ruminal SCFA concentration to be higher in the 6-wk-old calves (1 wk after weaning) compared with 8-wk-old calves (1 wk before weaning). From d 35 to 49 of life, ruminal SCFA and butyrate of 8WW calves increased by 80 and 140% in calves, respectively, but there were no differences between wk 7 and 9 in both treatment groups. The blood BHBA results were similar to those for starter intake and ruminal SCFA concentration (Figure 3E). In contrast to ruminal SCFA concentrations, blood BHBA values differed between 6WW and 8WW calves on d 49. An increase in the percentage of fecal starch was evident in both treatment groups after weaning, but the increase was more pronounced in 6WW calves compared with 8WW calves (Figure 3D). Fecal starch increased by 360% in 6WW calves from d 35 to 49 compared with 8WW calves, in which fecal starch increased by 200% from d 49 to 63 (Figure 3D). Furthermore, from d 49 to 63, 6WW calves showed an adaptive response and reduced the percentage of fecal starch.
      Figure thumbnail gr3
      Figure 3Summary of mean starter intake (A), ruminal pH (B), total ruminal short-chain FA (C), ruminal butyrate (D), blood β-hydroxybutyrate (E), and fecal starch % (F) from calves weaned at 6 wk (dotted line) or 8 wk (solid line) on d 35, 49, and 56 of life. *Weekly means between 6-wk calves and 8-wk calves are different (P < 0.05). Age of weaning and week of life interactions (A × W) that are different are indicated on graphs.

      Behavioral Observations

      The effect of weaning age on calf behavior is shown in Table 2. The 6WW calves spent 36% less time lying down during the week of step-down compared with 8WW calves. However, 6WW calves spent 41% more time lying down in the week of weaning. The largest difference in rumination time was observed in the week before step-down, with 6WW calves only ruminating for 26% the amount of time as 8WW calves. The 8WW calves spent 271% more time consuming straw in the week of weaning and 480% more time consuming straw in the week after weaning. Across the step-down period, time spent eating starter tended to increase, as did time spent drinking water. Across weeks, time spent eating starter and drinking water was greater for 8WW calves. The 6WW calves spent 207% more time playing during the week before step-down. Time spent grooming tended to decrease across the step-down period and was lower across weeks for 8WW calves. Time engaged in oral behavior tended to be 138% greater in 6WW calves during the week before step-down, whereas it tended to be 171% greater in 8WW calves during the week after weaning. The 6WW calves vocalized more across the observation period.
      Table 2Effect of weaning (A; 6 or 8 wk)
      Calves (n=10 per treatment) were weaned off milk at either 6 or 8 wk of age.
      on behavior
      Calf behavior was observed from 1500 to 1600 h for 3 d/wk. Data presented are least squares means; means for ruminating, eating forage, eating starter, drinking water, playing, oral behavior, and vocalizing are back-transformed, as these data were log-transformed to meet the assumption of normality. Standard errors of the mean remain in their transformed state.
      of dairy calves at various weeks
      Step=step down (week before weaning); Wean=week after weaning.
      relative to weaning off milk replacer
      ItemWeaned at 6 wkWeaned at 8 wkSEM
      Greatest SEM is shown.
      P-value
      −3−2StepWean+2−3−2StepWean+2AWA × W
      Lying (min/h)35.127.2
      Means within a row with a common superscript differ (P≤0.05).
      36.541.1
      Means within a row with a common superscript differ (P≤0.05).
      39.732.742.8
      Means within a row with a common superscript differ (P≤0.05).
      34.929.2
      Means within a row with a common superscript differ (P≤0.05).
      30.74.210.590.990.01
      Idle (min/h)36.533.035.741.439.534.832.836.232.339.04.160.260.580.39
      Ruminating (min/h)4.372.56
      Means within a row with a common superscript differ (P≤0.05).
      2.351.363.065.059.80
      Means within a row with a common superscript differ (P≤0.05).
      2.392.130.680.380.520.0030.02
      Eating straw (min/h)0.130.520.490.38
      Means within a row with a common superscript differ (P≤0.05).
      0.26
      Means within a row with a common superscript differ (P≤0.05).
      0.210.190.551.41
      Means within a row with a common superscript differ (P≤0.05).
      1.51
      Means within a row with a common superscript differ (P≤0.05).
      0.200.100.010.007
      Eating starter (min/h)0.100.670.932.353.620.420.681.804.004.580.240.07<0.0010.77
      Drinking water (min/h)0.250.220.320.750.840.190.260.861.162.350.180.048<0.0010.16
      Playing (min/h)0.090.43
      Means within a row with a common superscript differ (P≤0.05).
      0.150.050.070.270.14
      Means within a row with a common superscript differ (P≤0.05).
      0.100.020.060.090.530.010.06
      Grooming (min/h)6.193.932.131.502.273.372.782.661.602.200.920.09<0.0010.12
      Oral behavior (min/h)3.145.75
      Means within a row with a common superscript differ (0.05<P≤0.10).
      3.761.971.80
      Means within a row with a common superscript differ (0.05<P≤0.10).
      4.002.42
      Means within a row with a common superscript differ (0.05<P≤0.10).
      4.422.904.87
      Means within a row with a common superscript differ (0.05<P≤0.10).
      0.350.600.420.07
      Vocalizing (min/h)0.720.190.630.480.160.020.020.540.800.000.240.020.370.25
      a,b Means within a row with a common superscript differ (P ≤ 0.05).
      c,d Means within a row with a common superscript differ (0.05 < P ≤ 0.10).
      1 Calves (n = 10 per treatment) were weaned off milk at either 6 or 8 wk of age.
      2 Calf behavior was observed from 1500 to 1600 h for 3 d/wk. Data presented are least squares means; means for ruminating, eating forage, eating starter, drinking water, playing, oral behavior, and vocalizing are back-transformed, as these data were log-transformed to meet the assumption of normality. Standard errors of the mean remain in their transformed state.
      3 Step = step down (week before weaning); Wean = week after weaning.
      4 Greatest SEM is shown.

      Discussion

      Early weaning has traditionally been recommended in the dairy industry to accelerate rumen development, ultimately reducing the cost to feed a calf (
      • Kertz A.F.
      • Prewitt L.R.
      • Everett Jr., J.P.
      An early weaning calf program: Summarization and review.
      ;
      • Quigley J.D.
      • Caldwell L.A.
      Changes in blood glucose, nonesterified fatty acids, and ketones in response to weaning and feeding intake in young calves.
      ). However, over the past decade, there has been mounting evidence to support the use of elevated planes of nutrition to improve growth and animal welfare during the preweaning phase of development (
      • Khan M.A.
      • Weary D.M.
      • von Keyserlingk M.A.G.
      Invited Review: Effects of milk ration on solid feed intake, weaning, and performance in dairy heifers.
      ) and potentially milk production later in life (
      • Soberon F.
      • VanAmburgh M.E.
      Lactation Biology Symposium: The effect of nutrient intake from milk or milk replacer of preweaned dairy calves on lactation milk yield as adults: A meta-analysis of current data.
      ). Weaning strategy becomes critical when larger volumes of milk are fed, because solid feed intake establishes ruminal fermentation, thereby triggering physical and metabolic development of the calf (
      • Baldwin VI, R.L.
      • McLeod K.R.
      • Klotz J.L.
      • Heitmann R.N.
      Rumen development, intestinal growth and hepatic metabolism in the pre- and postweaning ruminant.
      ). To date, several weaning strategies have been developed, including concentrate intake dependence (
      • Leaver J.D.
      • Yarrow N.H.
      Rearing of dairy cattle. Weaning calves according to their concentrate intake.
      ;
      • Greenwood R.H.
      • Morrill J.L.
      • Titgemeyer E.C.
      Using dry feed intake as a percentage of initial body weight as a weaning criterion.
      ;
      • Roth B.A.
      • Keil N.M.
      • Gygax L.
      • Hillmann E.
      Influence of weaning method on health status and rumen development in dairy calves.
      ;
      • de Passillé A.M.
      • Rushen J.
      Adjusting the weaning age of calves fed by automated feeders according to individual intakes of solid feed.
      ), step-down milk reduction (
      • Khan M.A.
      • Lee H.J.
      • Lee W.S.
      • Kim H.S.
      • Kim S.B.
      • Ki K.S.
      • Ha J.K.
      • Lee H.G.
      • Choi Y.J.
      Pre- and postweaning performance of Holstein female calves fed milk through step-down and conventional methods.
      ), and lengthening the duration of the weaning period (
      • Terré M.
      • Bach A.
      • Devant M.
      Performance and behavior of calves reared in groups or individually following and enhanced-growth feeding program.
      ;
      • Hill T.M.
      • Bateman II, H.G.
      • Aldrich J.M.
      • Schlotterbeck R.L.
      Methods of reducing milk replacer to prepare dairy calves for weaning when large amounts of milk replacer have been fed.
      ). However, there has been a lack of emphasis on determining the effect of weaning age on intake, digestive tract development, and behavior when calves are fed larger quantities of milk. It is also unknown if a reduction in ADG during the transition of weaning have any long-term effect on physiology, behavior or lifetime production.
      The concept of later weaning to enhance feed intake and maintain growth rates during weaning has been established in piglets and beef calves, which are fed milk preweaning ad libitum. However, this concept has not been established in dairy calves. For example, piglets weaned at 21 d compared with 12 d had higher ADG at weaning, as well as improved weights later in life at finishing (
      • Main R.G.
      • Dritz S.S.
      • Tokach M.D.
      • Goodband R.D.
      • Nelssen J.L.
      Increasing weaning age improves pig performance in a multisite production system.
      ). Similarly, the growth advantage immediately after weaning was sustained in this experiment until months after weaning. The sustained growth increase in the current experiment is unique, as it moves beyond previous studies relating to superior growth from preweaning schemes, which typically did not demonstrate longer-term growth advantages for the months after weaning (
      • Shamay A.
      • Werner D.
      • Moallem U.
      • Barash H.
      • Bruckental I.
      Effect of nursing management and skeletal size at weaning on puberty, skeletal growth rate, and milk production during first lactation of dairy heifers.
      ;
      • Davis Rincker L.E.
      • VandeHaar M.J.
      • Wolf C.A.
      • Liesman J.S.
      • Chapin L.T.
      • Weber Nielsen M.S.
      Effect of intensified feeding of heifer calves on growth, pubertal age, calving age, milk yield, and economics.
      ).
      In the current study, all calves consumed minimal starter during the first weeks of the life and began to increase starter consumption at approximately 4 wk. This is in agreement with previous reports that suggest the initiation of solid feed intake, as well as subsequent ruminal fermentation, assists with rumen development and is noticeable by 4 wk of age (
      • Warner R.G.
      • Flatt W.P.
      • Loosli J.K.
      Dietary factors influencing the development of the ruminant stomach.
      ;
      • Sander E.G.
      • Warner R.G.
      • Harrison H.N.
      • Loosli J.K.
      The stimulatory effect of sodium butyrate and sodium propionate on the development of rumen mucosa in the young calf.
      ;
      • Tamate H.
      • McGilliard A.D.
      • Jacobson N.L.
      • Getty R.
      Effect of various dietaries on the anatomical development of the stomach in the calf.
      ). A substantial increase in starter consumption did not occur until step-down of milk, which is consistent with findings from other weaning strategies (
      • Leaver J.D.
      • Yarrow N.H.
      Rearing of dairy cattle. Weaning calves according to their concentrate intake.
      ;
      • de Passillé A.M.
      • Rushen J.
      Adjusting the weaning age of calves fed by automated feeders according to individual intakes of solid feed.
      ;
      • Hill T.M.
      • Bateman II, H.G.
      • Aldrich J.M.
      • Schlotterbeck R.L.
      Methods of reducing milk replacer to prepare dairy calves for weaning when large amounts of milk replacer have been fed.
      ). The decrease in ME intake at step-down and weaning resulted in an ADG decrease, which is commonly seen in literature pertaining to calves being fed higher planes of nutrition in automated systems (
      • Jasper J.
      • Weary D.M.
      Effects of ad libitum milk intake on dairy calves.
      ;
      • Borderas T.F.
      • de Passillé A.M.B.
      • Rushen J.
      Feeding behavior of calves fed small or large amounts of milk.
      ,
      • Sweeney B.C.
      • Rushen J.
      • Weary D.M.
      • de Passillé A.M.
      Duration of weaning, starter intake, and weight gain of dairy calves fed large amounts of milk.
      ). The reduction in ADG was far more pronounced for 6WW calves compared with 8WW calves in this study. Our results were also in line with
      • de Passillé A.M.
      • Rushen J.
      Adjusting the weaning age of calves fed by automated feeders according to individual intakes of solid feed.
      , who demonstrated that calves fed 12 L/d milk via an automated feeding system and weaned later (12 vs. 8 wk) had higher intakes of starter and digestible energy, as well as greater weight gains during the weaning period (0.5 vs 1.0 kg/d). Future studies should quantify the proportions of ADG from increased intake and gut fill, gut growth, and body growth.
      An alternative to weaning by age, which is common in our industry, is the traditional concentrate- or starter-dependent weaning strategy. Optimal preweaning starter intake before step down (>0.5 kg/d) is essential for postweaning intake and gain and is influenced by the nutrient content of the milk replacer and calf starter (
      • Stamey J.A.
      • Janovick N.A.
      • Kertz A.F.
      • Drackley J.K.
      Influence of starter protein content on growth of dairy calvdes in an enhanced early nutrition program.
      ;
      • Kertz A.F.
      • Loften J.R.
      Review: A historical perspective of specific milk-replacer feeding program in the United States and effects on eventual performance of Holstein dairy calves.
      ).
      • Greenwood R.H.
      • Morrill J.L.
      • Titgemeyer E.C.
      Using dry feed intake as a percentage of initial body weight as a weaning criterion.
      demonstrated that calves fed low planes of nutrition could be successfully weaned when starter intake reaches 1% of BW. It was also determined that postweaning growth did not differ between calves that were weaned when starter intake reached 1.5 and 2.0% of BW (
      • Greenwood R.H.
      • Morrill J.L.
      • Titgemeyer E.C.
      Using dry feed intake as a percentage of initial body weight as a weaning criterion.
      . In the current study, weaning was based on age, and reduction of milk resulted in an increase in starter intake. This finding opposes the concentrate-dependent method, in which the level of starter intake prompts the milk reduction. In the current trial, calves weighed 66.5 kg when weaned at 6 wk and 83.5 kg when weaned at 8 wk, thereby requiring starter intakes of 0.67 and 0.84 kg/d, respectively, to reach 1% of BW. This target was easily achieved for 8WW calves, which consumed 1.38% of BW the week before weaning. However, this target was not met for 6WW calves, which consumed only 0.6% of BW the week before weaning. Ultimately, this finding indicates that when feeding 1.2 kg/d of MR, weaning at 6 wk is too early when calves are weaned according to the concentrate intake as a percentage of BW (
      • Greenwood R.H.
      • Morrill J.L.
      • Titgemeyer E.C.
      Using dry feed intake as a percentage of initial body weight as a weaning criterion.
      ). Calves weaned at 6 wk could not achieve optimal starter intake during step-down and weaning, which had a longstanding effect on gastrointestinal development and growth. However, calves weaned at 8 wk had higher starter intake preweaning and were more able to maintain adequate ME intake postweaning, possibly due to gastrointestinal and metabolic development from higher levels of solid feed intake preweaning.
      To assess gastrointestinal development in this study, ruminal concentrations of SCFA, blood BHBA, and fecal starch percentage were measured. Ruminal SCFA concentrations were used as a marker of microbial fermentation in the rumen. On d 35 of life, before step-down weaning, ruminal fluid concentration was <50 mM, which agrees with some previous reports (
      • Anderson B.C.
      Patterns of shedding of cryptosporidial oocysts in Idaho calves.
      ;
      • Lesmeister K.E.
      • Heinrichs A.J.
      • Gabler M.T.
      Effects of supplemental yeast (Saccharomyces cerevisiae) culture on rumen development, growth characteristics, and blood parameters in neonatal dairy calves.
      ;
      • Laarman A.H.
      • Ruiz-Sanchez A.
      • Sugino T.
      • Guan L.L.
      • Oba M.
      Effects of feeding a calf starter on molecular adaptations in the ruminal epithelium and liver of Holstein dairy calves.
      ) but contrasts other reports that showed higher concentrations during the first month of life (
      • Rey M.
      • Enjalbert F.
      • Monteils V.
      Establishment of ruminal enzyme activities and fermentation capacity in dairy calves from birth through weaning.
      ). Interestingly, the SCFA and butyrate concentrations of calves the week before weaning were higher in 8WW calves, indicating greater microbial fermentation within the rumen before weaning. The end-products of microbial fermentation, namely butyrate and propionate, have been shown to induce ruminal growth (
      • Baldwin VI, R.L.
      • McLeod K.R.
      • Klotz J.L.
      • Heitmann R.N.
      Rumen development, intestinal growth and hepatic metabolism in the pre- and postweaning ruminant.
      ). The greater concentration of microbial end-products available to trigger ruminal development may be one contributing factor to improving the transition to weaning. The age- and diet-dependent factors of microbial and epithelial functional development during weaning in the rumen require further exploration.
      Weaning marks the shift away from the majority of energy from intestinal absorption of nutrients to energy being derived from ruminal microbial fermentation and the production of SCFA being absorbed and metabolized by the rumen epithelium (
      • Baldwin VI, R.L.
      • McLeod K.R.
      • Klotz J.L.
      • Heitmann R.N.
      Rumen development, intestinal growth and hepatic metabolism in the pre- and postweaning ruminant.
      ). The major metabolic pathway of SCFA metabolism in the rumen epithelium is ketogenesis (
      • Leighton B.
      • Nicholas A.R.
      • Pogson C.I.
      The pathway of ketogenesis in rumen epithelium of the sheep.
      ). Blood BHBA was similar for both treatment groups up to d 35 (<100 µM) while they were consuming the same minimal amounts of starter. However, blood BHBA of 6WW calves increased significantly at step-down, in association with starter intake. The BHBA results agree with those in some studies (
      • Khan M.A.
      • Weary D.M.
      • von Keyserlingk M.A.G.
      Invited Review: Effects of milk ration on solid feed intake, weaning, and performance in dairy heifers.
      ), ranging from 0 to 400 µM, which is lower than reported by others (
      • Quigley J.D.
      • Caldwell L.A.
      Changes in blood glucose, nonesterified fatty acids, and ketones in response to weaning and feeding intake in young calves.
      ). This sharp increase in blood BHBA is similar to results in lambs weaned during wk 7 of life, where BHBA increased 6-fold between 42 and 56 d of age (
      • Baldwin VI, R.L.
      • Jesse B.W.
      Developmental changes in glucose and butyrate metabolism by isolated sheep rumen epithelium cells.
      ). Although morphological development is clearly affected by diet, the ketogenic capacity of the rumen epithelium has been shown to increase with age in lambs (
      • Lane M.A.
      • Baldwin VI, R.L.
      • Jesse B.W.
      Developmental changes in ketogenic enzyme gene expression during sheep rumen development.
      ). Similarly,
      • Bush R.S.
      Effect of age and diet on in vitro metabolism in rumen epithelium from Holstein calves.
      found that calves were only at 40% the ketogenic rate of a mature ruminant at 30 d of age, despite being weaned at 28 d. By 60 d of age, calves were producing ketones at rates similar to that of a mature ruminant, which also agrees with early work by
      • Warner R.G.
      • Flatt W.P.
      • Loosli J.K.
      Dietary factors influencing the development of the ruminant stomach.
      and
      • Tamate H.
      • McGilliard A.D.
      • Jacobson N.L.
      • Getty R.
      Effect of various dietaries on the anatomical development of the stomach in the calf.
      . This suggests that certain steps in rumen maturity do not occur before 8 wk of age. It should be noted that blood ketones could also increase because of fat mobilization, especially during times when energy requirements for maintenance are not being consumed (
      • McGarry J.D.
      • Meier J.M.
      • Foster D.W.
      The effects of starvation and refeeding on carbohydrate and lipid metabolism in vivo and in the perfused rat liver.
      ;
      • Pan J.W.
      • Rothman D.L.
      • Behar K.L.
      • Stein D.T.
      • Hetherington H.P.
      Human brain β-hydroxybutyrate and lactate increase in fasting-induced ketosis.
      ). Thus, even though there is no evidence for this in calves, some of the increase in blood BHBA levels during weaning may be attributable to an increase in fat mobilization and not all due to the amount of starter consumed.
      In addition to ruminal metrics, the total digestive tract starch digestibility was assessed by fecal starch quantification (
      • Fredin S.M.
      • Ferraretto L.F.
      • Akins M.S.
      • Hoffman P.C.
      • Shaver R.D.
      Fecal starch as an indicator of total-tract starch digestibility by lactating dairy cows.
      ). It has been well established in lactating dairy cows that a decrease in fecal starch is associated with increased feed efficiency and milk production (
      • Firkins J.L.
      • Eastridge M.L.
      • St-Pierre N.R.
      • Noftsger S.M.
      Effects of grain variability and processing on starch utilization by lactation dairy cattle.
      ); however, fecal starch has not been used for or validated as a marker of weaning success in calves. In the current experiment, fecal starch percentages were lower in the preweaning phase (d 35 of life) compared with that reported in lactating dairy cows (
      • Fredin S.M.
      • Ferraretto L.F.
      • Akins M.S.
      • Hoffman P.C.
      • Shaver R.D.
      Fecal starch as an indicator of total-tract starch digestibility by lactating dairy cows.
      ). The 6WW calves displayed the highest and most variable fecal starch levels, exceeding that of 8WW calves 1 wk after weaning. The larger variation of 6WW calves postweaning may reflect the irregularities of solid feed intake, behavior, passage rate, and digestive tract development during weaning. There is a need for more research on using fecal starch as a measure of weaning success in dairy calves based on these results. Although many factors need to be considered, the increase in fecal starch provides another indication that the total digestive tract is not optimally established for carbohydrate digestion at 6 wk compared with 8 wk. In spite of these results, starch did not reach levels associated with inflammation of the gut (>5%) as characterized in lactating dairy cattle (
      • Li S.
      • Khafipour E.
      • Krause D.O.
      • Rodriguez-Lecompte J.C.
      • Plaizier J.C.
      Lipopolysaccharide endotoxin (LPS) in the feces of lactating dairy cows.
      ). The collective results imply that calves weaned at 8 wk are better able to handle the dramatic increase in SCFA production of ruminal fermentation, are better equipped to synthesize and utilize BHBA postweaning, and display greater postweaning total starch digestibility. These findings warrant further investigation to determine the interface between total gastrointestinal tract microbial fermentation and host digestive tract development during weaning.
      Several behavioral indicators coincided with improved intake. During the week of weaning, 8WW calves spent 4 times the amount of time ruminating than 6WW calves. The 8WW calves spent more time eating straw during the week of weaning and tended to spend more time eating starter during the week before step down and the week after weaning. These results are consistent with the greater amount of starter and straw eaten by 8WW calves and align with
      • Worobec E.
      • Duncan I.
      • Widoski T.
      The effects of weaning at 7, 14 and 28 days on piglet behaviour.
      ), who found that greater age at weaning increased time spent eating solid feed in piglets. As expected, time spent eating starter and drinking water increased over time in both treatments, which is attributable to the increased consumption of water and starter as the calves grew and transitioned to solid feed.
      The effect of weaning age on distress during weaning was also observed throughout this study. Stress at weaning can be caused by a variety of factors, including a change in diet or a change in the social and physical environment (
      • Weary D.M.
      • Jasper J.
      • Hötzel M.J.
      Understanding weaning distress.
      ). Calves in the current study remained isolated in their original pen until the end of the experiment at 10 wk of age; therefore, stress would primarily result from the significant change in diet. Vocalizations at weaning can be attributed to hunger, as shown by
      • Thomas T.J.
      • Weary D.M.
      • Appleby M.C.
      Newborn and 5-week-old calves vocalize in response to milk deprivation.
      , who measured vocalizations in calves deprived of milk. It is thought that this behavior is expressed by the calf to signal to its caregivers that it is in need, in this case, of nutritional sustenance (
      • Weary D.M.
      • Jasper J.
      • Hötzel M.J.
      Understanding weaning distress.
      ). Piglets weaned earlier call more in the 4 d after weaning, suggesting that changes in vocalizations are the most distinct immediately after step-down or weaning (
      • Weary D.M.
      • Fraser D.
      Vocal response of piglets to weaning: Effect of piglet age.
      ). Similarly, 6WW calves in the current study vocalized more than 8WW calves across the entire observation period. The increased vocalizations may be caused by the hunger associated with the lack of ME intake when weaning is performed too early, indicating malnutrition, significant health and welfare issues (
      • Thomas T.J.
      • Weary D.M.
      • Appleby M.C.
      Newborn and 5-week-old calves vocalize in response to milk deprivation.
      ;
      • Dawkins M.S.
      The science of animal suffering.
      ;
      • de Paula Vieira A.
      • Guesdon V.
      • de Passille A.M.
      • von Keyserlingk M.A.G.
      • Weary D.M.
      Behavioural indicators of hunger in dairy calves.
      ), and decreased immune function (
      • Williams P.E.V.
      • Day N.
      • Raven A.M.
      • McLean J.A.
      The effect of climatic housing and level of nutrition on the performance of dairy calves.
      ;
      • Pollock J.M.
      • Rowen T.G.
      • Dixon J.B.
      • Carter S.D.
      • Spiller D.
      • Warenius H.
      Alteration of cellular immune responses by nutrition and weaning in calves.
      ;
      • Nonnecke B.J.
      • Foote M.R.
      • Smith J.M.
      • Pesch B.A.
      • Van Amburgh M.E.
      Composition and functional capacity of blood mononuclear leukocyte populations from neonatal calves on standard and intensified milk replacer diets.
      ).
      Oral behavior and non-nutritive sucking have been associated with lower milk intake (
      • Jung J.
      • Lidfords L.
      Effects of amount of milk, milk flow, and access to a rubber teat on cross-sucking and non-nutritive sucking in dairy calves.
      ). During the week before step-down, 6WW calves performed 2.4 times more oral behaviors than 8WW calves, suggesting increased hunger. This finding further supports work by
      • de Passillé A.M.
      • Borderas F.
      • Rushen J.
      Cross-sucking by dairy calves may become a habit or reflect characteristics of individual calves more than milk allowance or weaning.
      , who suggested that cross-sucking is not always related to milk intake or weaning but may be more a characteristic of the individual calf.

      Conclusions

      The results of this study suggest that calves fed a higher quantity of milk preweaning (1.2 kg/d of MR) have more nutrient intake, higher growth rates, more gastrointestinal development at weaning, and fewer behavioral signs of weaning distress when weaned at 8 wk compared with 6 wk of age. In summary, calves weaned at 8 wk were better able to cope with the transition from milk to solid feed compared with calves weaned at 6 wk, as they had greater solid feed intakes before, during, and after weaning. Further research exploring the specific biological mechanisms that are being triggered by age in combination with diet would be beneficial when developing new feeding strategies to optimize dairy calf growth and development pre- and postweaning.

      Acknowledgments

      The authors gratefully acknowledge the support of Christa Eckert and all staff at Eckerlea Acres Ltd. (Seaforth, ON, Canada). We are thankful for the financial support and donations provided by Nutreco Canada Inc. (Guelph, ON, Canada), Grober Nutrition (Cambridge, ON, Canada), and Nieuwland Feed and Supply Ltd. (Drayton, ON, Canada). We also appreciate the technical advice offered by John Metcalf, John Doelman, and Douglas Waterman (Nutreco Canada Inc.) and technical assistance provided by Vivienne Beilman, Stephen Elgersma, and Julia Romagnoli.

      References

        • Anderson B.C.
        Patterns of shedding of cryptosporidial oocysts in Idaho calves.
        J. Am. Vet. Med. Assoc. 1981; 178: 982-984
        • Appleby M.
        • Weary D.
        • Chua B.
        Performance and feeding behaviour of calves on ad libitum milk from artificial teats.
        Appl. Anim. Behav. Sci. 2001; 74: 191-201
        • Baldwin VI, R.L.
        • Jesse B.W.
        Developmental changes in glucose and butyrate metabolism by isolated sheep rumen epithelium cells.
        J. Nutr. 1992; 122: 1149-1153
        • Baldwin VI, R.L.
        • McLeod K.R.
        • Klotz J.L.
        • Heitmann R.N.
        Rumen development, intestinal growth and hepatic metabolism in the pre- and postweaning ruminant.
        J. Dairy Sci. 2004; 87: E55-E65
        • Benschop D.L.
        • Cant J.P.
        Developmental changes in clearance of intravenous doses of glucose, acetate and β-hydroxybutyrate from plasma of calves.
        Livest. Sci. 2009; 122: 177-185
        • Bielmann V.
        • Gillan J.
        • Perkins N.R.
        • Skidmore A.L.
        • Godden S.
        • Leslie K.E.
        An evaluation of Brix refractometry instruments for measurement of colostrum quality in dairy cattle.
        J. Dairy Sci. 2010; 93: 3713-3721
        • Borderas T.F.
        • de Passillé A.M.B.
        • Rushen J.
        Feeding behavior of calves fed small or large amounts of milk.
        J. Dairy Sci. 2009; 92: 2843-2852
        • Bush R.S.
        Effect of age and diet on in vitro metabolism in rumen epithelium from Holstein calves.
        Can. J. Anim. Sci. 1988; 68: 1245-1251
      1. Canadian Council of Animal Care (CCAC). 2009. The Care and Use of Farm Animals in Research, Teaching and Testing. CCAC, Ottawa, ON, Canada.

        • Davis Rincker L.E.
        • VandeHaar M.J.
        • Wolf C.A.
        • Liesman J.S.
        • Chapin L.T.
        • Weber Nielsen M.S.
        Effect of intensified feeding of heifer calves on growth, pubertal age, calving age, milk yield, and economics.
        J. Dairy Sci. 2011; 94: 3554-3567
        • Dawkins M.S.
        The science of animal suffering.
        Ethology. 2008; 114: 937-945
        • de Passillé A.M.
        • Borderas F.
        • Rushen J.
        Cross-sucking by dairy calves may become a habit or reflect characteristics of individual calves more than milk allowance or weaning.
        Appl. Anim. Behav. Sci. 2011; 133: 137-143
        • de Passillé A.M.
        • Rushen J.
        Adjusting the weaning age of calves fed by automated feeders according to individual intakes of solid feed.
        J. Dairy Sci. 2012; 95: 5292-5298
        • de Passillé A.M.B.P.
        • Marnet G.
        • Lapierre H.
        • Rushen J.
        Effects of twice-daily nursing on milk ejection and milk yield during nursing and milking in dairy cows.
        J. Dairy Sci. 2008; 91: 1416-1422
        • de Paula Vieira A.
        • Guesdon V.
        • de Passille A.M.
        • von Keyserlingk M.A.G.
        • Weary D.M.
        Behavioural indicators of hunger in dairy calves.
        Appl. Anim. Behav. Sci. 2008; 109: 180-189
        • Firkins J.L.
        • Eastridge M.L.
        • St-Pierre N.R.
        • Noftsger S.M.
        Effects of grain variability and processing on starch utilization by lactation dairy cattle.
        J. Anim. Sci. 2001; 79: 218-238
        • Fredin S.M.
        • Ferraretto L.F.
        • Akins M.S.
        • Hoffman P.C.
        • Shaver R.D.
        Fecal starch as an indicator of total-tract starch digestibility by lactating dairy cows.
        J. Dairy Sci. 2014; 97: 1862-1871
        • Greenwood R.H.
        • Morrill J.L.
        • Titgemeyer E.C.
        Using dry feed intake as a percentage of initial body weight as a weaning criterion.
        J. Dairy Sci. 1997; 80: 2542-2546
        • Hall M.B.
        Analysis of starch, including maltooligosaccharides in animal feeds: A comparison of methods and a recommended method for AOAC collaborative study.
        J. AOAC Int. 2009; 92: 42-49
        • Hill T.M.
        • Bateman II, H.G.
        • Aldrich J.M.
        • Schlotterbeck R.L.
        Methods of reducing milk replacer to prepare dairy calves for weaning when large amounts of milk replacer have been fed.
        Prof. Anim. Sci. 2012; 28: 332-337
        • Jasper J.
        • Weary D.M.
        Effects of ad libitum milk intake on dairy calves.
        J. Dairy Sci. 2002; 85: 3054-3058
        • Jung J.
        • Lidfords L.
        Effects of amount of milk, milk flow, and access to a rubber teat on cross-sucking and non-nutritive sucking in dairy calves.
        Appl. Anim. Behav. Sci. 2001; 72: 201-213
        • Kertz A.F.
        • Loften J.R.
        Review: A historical perspective of specific milk-replacer feeding program in the United States and effects on eventual performance of Holstein dairy calves.
        Prof. Anim. Sci. 2013; 29: 321-332
        • Kertz A.F.
        • Prewitt L.R.
        • Everett Jr., J.P.
        An early weaning calf program: Summarization and review.
        J. Dairy Sci. 1979; 62: 1835-1843
        • Khan M.A.
        • Lee H.J.
        • Lee W.S.
        • Kim H.S.
        • Kim S.B.
        • Ki K.S.
        • Ha J.K.
        • Lee H.G.
        • Choi Y.J.
        Pre- and postweaning performance of Holstein female calves fed milk through step-down and conventional methods.
        J. Dairy Sci. 2007; 90: 876-885
        • Khan M.A.
        • Weary D.M.
        • von Keyserlingk M.A.G.
        Invited Review: Effects of milk ration on solid feed intake, weaning, and performance in dairy heifers.
        J. Dairy Sci. 2011; 94: 1071-1081
        • Laarman A.H.
        • Ruiz-Sanchez A.
        • Sugino T.
        • Guan L.L.
        • Oba M.
        Effects of feeding a calf starter on molecular adaptations in the ruminal epithelium and liver of Holstein dairy calves.
        J. Dairy Sci. 2012; 95: 2585-2594
        • Lane M.A.
        • Baldwin VI, R.L.
        • Jesse B.W.
        Developmental changes in ketogenic enzyme gene expression during sheep rumen development.
        J. Anim. Sci. 2002; 80: 1538-1544
        • Leaver J.D.
        • Yarrow N.H.
        Rearing of dairy cattle. Weaning calves according to their concentrate intake.
        Anim. Prod. 1972; 14: 161-165
        • Leighton B.
        • Nicholas A.R.
        • Pogson C.I.
        The pathway of ketogenesis in rumen epithelium of the sheep.
        Biochem. J. 1983; 216: 769-772
        • Lesmeister K.E.
        • Heinrichs A.J.
        • Gabler M.T.
        Effects of supplemental yeast (Saccharomyces cerevisiae) culture on rumen development, growth characteristics, and blood parameters in neonatal dairy calves.
        J. Dairy Sci. 2004; 87: 1832-1839
        • Li S.
        • Khafipour E.
        • Krause D.O.
        • Rodriguez-Lecompte J.C.
        • Plaizier J.C.
        Lipopolysaccharide endotoxin (LPS) in the feces of lactating dairy cows.
        Can. J. Anim. Sci. 2010; 90: 591-594
        • Main R.G.
        • Dritz S.S.
        • Tokach M.D.
        • Goodband R.D.
        • Nelssen J.L.
        Increasing weaning age improves pig performance in a multisite production system.
        J. Anim. Sci. 2004; 82: 1499-1507
        • McGarry J.D.
        • Meier J.M.
        • Foster D.W.
        The effects of starvation and refeeding on carbohydrate and lipid metabolism in vivo and in the perfused rat liver.
        J. Biol. Chem. 1973; 248: 270-278
        • Miller-Cushon E.K.
        • Bergeron R.
        • Leslie K.E.
        • DeVries T.J.
        Effect of milk feeding level on development of feeding behavior in dairy calves.
        J. Dairy Sci. 2013; 96: 551-564
        • Montoro C.
        • Miller-Cushon E.K.
        • DeVries T.J.
        • Bach A.
        Effect of physical form of forage on performance, feeding behavior, and digestibility of Holstein calves.
        J. Dairy Sci. 2013; 96: 1117-1124
        • Mutsvangwa T.
        • Walton J.P.
        • Plaizier J.C.
        • Duffield T.F.
        • Bagg R.
        • Dick P.
        • Vessie G.
        • McBride B.W.
        Effects of monensin controlled-release capsule or premix on attenuation of subacute ruminal acidosis in dairy cows.
        J. Dairy Sci. 2002; 85: 3454-3461
        • Noller C.H.
        • Dickson I.A.
        • Hill D.L.
        Value of hay and rumen inoculation in an early-weaning system for dairy calves.
        J. Dairy Sci. 1962; 45: 197-201
        • Nonnecke B.J.
        • Foote M.R.
        • Smith J.M.
        • Pesch B.A.
        • Van Amburgh M.E.
        Composition and functional capacity of blood mononuclear leukocyte populations from neonatal calves on standard and intensified milk replacer diets.
        J. Dairy Sci. 2003; 86: 3592-3604
        • Pan J.W.
        • Rothman D.L.
        • Behar K.L.
        • Stein D.T.
        • Hetherington H.P.
        Human brain β-hydroxybutyrate and lactate increase in fasting-induced ketosis.
        J. Cereb. Blood Flow Metab. 2000; 20: 1502-1507
        • Pollock J.M.
        • Rowen T.G.
        • Dixon J.B.
        • Carter S.D.
        • Spiller D.
        • Warenius H.
        Alteration of cellular immune responses by nutrition and weaning in calves.
        Res. Vet. Sci. 1993; 55: 298-305
        • Quigley J.D.
        • Caldwell L.A.
        Changes in blood glucose, nonesterified fatty acids, and ketones in response to weaning and feeding intake in young calves.
        J. Dairy Sci. 1991; 74: 250-257
        • Reinhardt V.
        • Reinhardt A.
        Natural sucking performance and age at weaning in zebu cattle (Bos indicus).
        J. Agric. Sci. 1981; 96: 309-312
        • Rey M.
        • Enjalbert F.
        • Monteils V.
        Establishment of ruminal enzyme activities and fermentation capacity in dairy calves from birth through weaning.
        J. Dairy Sci. 2012; 95: 1500-1512
        • Roth B.A.
        • Keil N.M.
        • Gygax L.
        • Hillmann E.
        Influence of weaning method on health status and rumen development in dairy calves.
        J. Dairy Sci. 2009; 92: 645-656
        • Sander E.G.
        • Warner R.G.
        • Harrison H.N.
        • Loosli J.K.
        The stimulatory effect of sodium butyrate and sodium propionate on the development of rumen mucosa in the young calf.
        J. Dairy Sci. 1959; 42: 1600-1605
      2. SAS Institute. 2004. SAS/STAT Users Guide. Release 9.1. SAS Inst. Inc., Cary, NC.

        • Shamay A.
        • Werner D.
        • Moallem U.
        • Barash H.
        • Bruckental I.
        Effect of nursing management and skeletal size at weaning on puberty, skeletal growth rate, and milk production during first lactation of dairy heifers.
        J. Dairy Sci. 2005; 88: 1460-1469
        • Soberon F.
        • Raffrenato E.
        • Everett R.W.
        • Van Amburgh M.E.
        Preweaning milk replacer intake and effects on long-term productivity of dairy calves.
        J. Dairy Sci. 2012; 95: 783-793
        • Soberon F.
        • VanAmburgh M.E.
        Lactation Biology Symposium: The effect of nutrient intake from milk or milk replacer of preweaned dairy calves on lactation milk yield as adults: A meta-analysis of current data.
        J. Anim. Sci. 2013; 91: 706-712
        • Stamey J.A.
        • Janovick N.A.
        • Kertz A.F.
        • Drackley J.K.
        Influence of starter protein content on growth of dairy calvdes in an enhanced early nutrition program.
        J. Dairy Sci. 2012; 95: 3327-3336
        • Stanton A.L.
        • Kelton D.F.
        • LeBlanc S.J.
        • Wormuth J.
        • Fox L.K.
        • Leslie K.E.
        Effects of tulathromycin on incidence of various diseases and growth of young heifers.
        J. Am. Vet. Med. Assoc. 2013; 243: 267-276
        • Sweeney B.C.
        • Rushen J.
        • Weary D.M.
        • de Passillé A.M.
        Duration of weaning, starter intake, and weight gain of dairy calves fed large amounts of milk.
        J. Dairy Sci. 2010; 93: 148-152
        • Tamate H.
        • McGilliard A.D.
        • Jacobson N.L.
        • Getty R.
        Effect of various dietaries on the anatomical development of the stomach in the calf.
        J. Dairy Sci. 1961; 45: 408-420
        • Terré M.
        • Bach A.
        • Devant M.
        Performance and behavior of calves reared in groups or individually following and enhanced-growth feeding program.
        J. Dairy Res. 2006; 73: 480-486
        • Thomas T.J.
        • Weary D.M.
        • Appleby M.C.
        Newborn and 5-week-old calves vocalize in response to milk deprivation.
        Appl. Anim. Behav. Sci. 2001; 74: 165-173
        • Trotz-Williams L.A.
        • Jarvie B.D.
        • Peregrine A.S.
        • Duffield T.F.
        • Leslie K.E.
        Efficacy of halofluginone lactate in prevention of cryptosporidiosis in dairy calves.
        Vet. Rec. 2011; 168: 509
        • Warner R.G.
        • Flatt W.P.
        • Loosli J.K.
        Dietary factors influencing the development of the ruminant stomach.
        J. Agric. Food Chem. 1956; 4: 788-792
        • Weary D.M.
        • Fraser D.
        Vocal response of piglets to weaning: Effect of piglet age.
        Appl. Anim. Behav. Sci. 1997; 54: 153-160
        • Weary D.M.
        • Jasper J.
        • Hötzel M.J.
        Understanding weaning distress.
        Appl. Anim. Behav. Sci. 2008; 110: 24-41
        • Williams P.E.V.
        • Day N.
        • Raven A.M.
        • McLean J.A.
        The effect of climatic housing and level of nutrition on the performance of dairy calves.
        Anim. Prod. 1981; 32: 133-141
        • Williamson D.H.
        • Mellanby J.
        • Krebs H.A.
        Enzymatic determination of d(-)-β-hydroxybutyric acid and acetoacetic acid in blood.
        Biochem. J. 1962; 82: 90-96
        • Winter K.A.
        Comparative performance and digestibility in dairy calves weaned at three, five, and seven weeks of age.
        Can. J. Anim. Sci. 1985; 65: 445-450
        • Worobec E.
        • Duncan I.
        • Widoski T.
        The effects of weaning at 7, 14 and 28 days on piglet behaviour.
        Appl. Anim. Behav. Sci. 1999; 62: 173-182