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         <journal-id journal-id-type="publisher-id">SJAR</journal-id>
         <journal-title-group>
            <journal-title specific-use="original">Spanish Journal of Agricultural Research</journal-title>
            <abbrev-journal-title abbrev-type="publisher">Span. j. agric. res.</abbrev-journal-title>
         </journal-title-group>
         <issn publication-format="electronic">2171-9292</issn>
         <issn-l>1695-971X</issn-l>
         <publisher>
            <publisher-name>Consejo Superior de Investigaciones Cient&#x00ED;ficas</publisher-name>
            <publisher-loc>
               <country>Espa&#x00F1;a</country>
            </publisher-loc>
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      <article-meta>
         <article-id pub-id-type="doi">10.5424/sjar/2024224-21154</article-id>
         <article-id pub-id-type="publisher-id">sjar/2024224-21154</article-id>
         <title-group>
            <article-title>The influence of calfhood diarrhea and pneumonia on preweaning growth and reproductive performance of Holstein heifers</article-title>
            <trans-title-group xml:lang="es">
               <trans-title>La influencia de la diarrea y la neumon&#x00ED;a en los becerros sobre el crecimiento previo al destete y el rendimiento reproductivo de novillas Holstein</trans-title>
            </trans-title-group>
            <alt-title alt-title-type="running-head">Calfhood diseases and fertility in Holstein heifers</alt-title>
         </title-group>
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                  <given-names>Leonel</given-names>
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               <name name-style="western">
                  <surname>Mellado</surname>
                  <given-names>Miguel</given-names>
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            <aff id="aff-1-21154">
               <label>
                  <sup>1</sup>
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               <institution>Department of Animal Nutrition, Autonomous Agrarian University Antonio Narro</institution>
               <postal-code>25315</postal-code>
               <city>Saltillo</city>
               <country country="MX">M&#x00E9;xico</country>
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               <label>
                  <sup>2</sup>
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               <institution>Department of Renewable Natural Resources, Autonomous Agrarian University Antonio Narro</institution>
               <postal-code>25315</postal-code>
               <city>Saltillo</city>
               <country country="MX">M&#x00E9;xico</country>
               <city>Saltillo</city>
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               <label>
                  <sup>3</sup>
               </label>
               <institution>Institute of Agricultural Sciences, Autonomous University of Baja California</institution>
               <city>Mexicali</city>
               <postal-code>21705</postal-code>
               <country country="MX">M&#x00E9;xico</country>
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         </contrib-group>
         <author-notes>
            <corresp id="corr-1-21154">
               <bold>&#x002A;Correspondence</bold> should be addressed to Miguel Mellado: <email xlink:href="mmellbosq@yahoo.com">mmellbosq@yahoo.com</email>
            </corresp>
         </author-notes>
         <pub-date date-type="pub"
                   publication-format="electronic"
                   iso-8601-date="2024-12-30">
            <day>30</day>
            <month>12</month>
            <year>2024</year>
         </pub-date>
         <pub-date date-type="collection"
                   publication-format="electronic"
                   iso-8601-date="2024-12-30">
            <day>30</day>
            <month>12</month>
            <year>2024</year>
         </pub-date>
         <volume>22</volume>
         <issue>4</issue>
         <elocation-id>21154</elocation-id>
         <pub-history>
            <event>
               <event-desc>Recibido</event-desc>
               <date date-type="received" iso-8601-date="2024-04-22">
                  <day>22</day>
                  <month>04</month>
                  <year>2024</year>
               </date>
            </event>
            <event>
               <event-desc>Aceptado</event-desc>
               <date date-type="accepted" iso-8601-date="2024-07-17">
                  <day>17</day>
                  <month>07</month>
                  <year>2024</year>
               </date>
            </event>
            <event>
               <event-desc>Fecha de publicaci&#x00F3;n on-line</event-desc>
               <date date-type="pub" iso-8601-date="2024-12-17">
                  <day>17</day>
                  <month>12</month>
                  <year>2024</year>
               </date>
            </event>
         </pub-history>
         <permissions>
            <copyright-statement>&#x00A9; 2024 CSIC</copyright-statement>
            <copyright-year>2024</copyright-year>
            <copyright-holder>CSIC</copyright-holder>
            <ali:free_to_read/>
            <license license-type="open-access"
                     xlink:href="https://creativecommons.org/licenses/by-nc-nd/4.0/">
               <ali:license_ref>https://creativecommons.org/licenses/by-nc-nd/4.0/</ali:license_ref>
               <license-p>Este es un art&#x00ED;culo de acceso abierto distribuido bajo los t&#x00E9;rminos de la licencia de uso y distribuci&#x00F3;n Creative Commons Reconocimiento 4.0 Internacional (CC BY 4.0).</license-p>
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         <abstract abstract-type="structured">
            <title>Abstract</title>
            <sec id="sec-1-20964">
               <title>Aim of the study:</title>
               <p>To determine the effect of diarrhea and pneumonia on preweaning weight gain and subsequent reproductive performance of Holstein heifers in a hot environment.</p>
            </sec>
            <sec id="sec-2-20964">
               <title>Study site:</title>
               <p>Hot-arid zone of northern Mexico (25 &#x00B0;N).</p>
            </sec>
            <sec id="sec-3-20964">
               <title>Material and methods:</title>
               <p>This study enrolled 7,809 calves from a single large commercial dairy herd. Calves&#x00B4; birth and weaning weights were recorded, and subsequent reproductive performance was registered.</p>
            </sec>
            <sec id="sec-4-20964">
               <title>Main results:</title>
               <p>The preweaning daily gain in calves suffering diarrhea (573 &#x00B1; 12 g/d), pneumonia (557 &#x00B1; 12 g/d), and comorbidity of these diseases (520 &#x00B1; 13 g/d) were lower (p&#x003C;0.05) than healthy calves (594 &#x00B1; 11 g/d). Heifers without diarrhea and pneumonia during the preweaning period conceived 25 days earlier (p&#x003C;0.05) than herdmates suffering diarrhea comorbid with pneumonia and required 0.4 less (p&#x003C;0.05) inseminations per pregnancy. The pregnancy rate for healthy heifers during the preweaning period was higher (93.6&#x0025;; p&#x003C;0.05) than those of their herdmates who experienced diarrhea (89.2&#x0025;), pneumonia (89.8&#x0025;), or both diseases (87.2&#x0025;). Calves weighing &#x2264; 36 kg at birth were more susceptible (p&#x003C;0.05) to diarrhea (incidence 13.3&#x0025;) than calves &#x2265; 40 kg (incidence 11.6&#x0025;).</p>
            </sec>
            <sec id="sec-5-20964">
               <title>Research highlights:</title>
               <p>These results highlight the substantial negative influence of diarrhea and pneumonia on preweaning weight gain and subsequent reproductive performance. Also, it was demonstrated that diarrhea is linked to low body weight at calving.</p>
            </sec>
         </abstract>
         <trans-abstract abstract-type="structured" xml:lang="es">
            <title>Resumen</title>
            <sec id="sec-6-20964">
               <title>Objetivo del estudio:</title>
               <p>Determinar el efecto de la diarrea y neumon&#x00ED;a sobre el aumento de peso antes del destete y el posterior desempe&#x00F1;o reproductivo de novillas Holstein en un ambiente caluroso.</p>
            </sec>
            <sec id="sec-7-20964">
               <title>Sitio de estudio:</title>
               <p>Zona &#x00E1;rida con intenso calor del norte de M&#x00E9;xico (25 &#x00B0;N).</p>
            </sec>
            <sec id="sec-8-20964">
               <title>Material y m&#x00E9;todos:</title>
               <p>En este estudio se incluyeron 7,809 becerros de un &#x00FA;nico reba&#x00F1;o lechero comercial grande. Se registraron los pesos de los becerros al nacer y al destete, y se registr&#x00F3; el desempe&#x00F1;o reproductivo subsiguiente de estos animales.</p>
            </sec>
            <sec id="sec-9-20964">
               <title>Principales resultados:</title>
               <p>La ganancia diaria de peso previo al destete en los becerros que padecieron diarrea (573 &#x00B1; 12 g/d), neumon&#x00ED;a (557 &#x00B1; 12 g/d) y comorbilidad de estas enfermedades (520 &#x00B1; 13 g/d) fueron menores (p&#x003C;0.05) que los becerros sanos (594 &#x00B1; 11 g/d). Las novillas sin diarrea ni neumon&#x00ED;a durante el per&#x00ED;odo previo al destete concibieron 25 d&#x00ED;as antes (p&#x003C;0.05) que las compa&#x00F1;eras de reba&#x00F1;o que padecieron diarrea com&#x00F3;rbida con neumon&#x00ED;a y requirieron 0.4 menos (p&#x003C;0.05) inseminaciones por gestaci&#x00F3;n. La tasa de pre&#x00F1;ez de novillas sanas durante el per&#x00ED;odo previo al destete fue mayor (93.6&#x0025;; p&#x003C;0.05) que las de sus compa&#x00F1;eras de reba&#x00F1;o que experimentaron diarrea (89.2&#x0025;), neumon&#x00ED;a (89.8&#x0025;) o ambas enfermedades (87.2&#x0025;). Los becerros con &#x2264; 36 kg al nacer fueron m&#x00E1;s susceptibles (p&#x003C;0.05) a la diarrea (incidencia 13.3&#x0025;) que los becerros &#x2265; 40 kg (incidencia 11.6&#x0025;).</p>
            </sec>
            <sec id="sec-10-20964">
               <title>Aspectos destacados de la investigaci&#x00F3;n:</title>
               <p>Estos resultados resaltan la importante influencia negativa de la diarrea y la neumon&#x00ED;a en el aumento de peso antes del destete y el posterior desempe&#x00F1;o reproductivo. Adem&#x00E1;s, se demostr&#x00F3; que la diarrea est&#x00E1; relacionada con el bajo peso corporal de las becerras al parto.</p>
            </sec>
         </trans-abstract>
         <kwd-group>
            <kwd>weight gain</kwd>
            <kwd>weaning weight</kwd>
            <kwd>age at first calving</kwd>
            <kwd>pregnancy rate</kwd>
            <kwd>dairy calf</kwd>
         </kwd-group>
         <kwd-group xml:lang="es">
            <kwd>aumento de peso</kwd>
            <kwd>peso al destete</kwd>
            <kwd>edad del primer parto</kwd>
            <kwd>tasa de pre&#x00F1;ez</kwd>
            <kwd>becerra lechera</kwd>
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                        <institution>Autonomous Agrarian University Antonio Narro</institution>
                        <institution-id institution-id-type="doi"/>
                     </institution-wrap>
                  </funding-source>
                  <award-id id="awi-1-21154">&#x0023;03001-2198</award-id>
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            </funding-group>
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            <fig-count count="2"/>
            <table-count count="3"/>
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            <page-count count="23"/>
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   <body>
      <sec sec-type="intro" id="sec-1-21154">
         <title>Introduction</title>
         <p>Respiratory system pathologies that lead to pneumonia constitute a chronic endemic disease in dairy calves in intensive systems worldwide (Buczinski et al., <xref rid="ref-11-21154" ref-type="bibr">2021</xref>). This disease is one of the main causes of livestock losses in dairy farming when considering production performance (Windeyer et al., <xref rid="ref-55-21154" ref-type="bibr">2014</xref>; Jourquin et al., <xref rid="ref-29-21154" ref-type="bibr">2023</xref>), animal welfare (Barry et al., <xref rid="ref-5-21154" ref-type="bibr">2020</xref>), the use of antimicrobials (Bokma et al., <xref rid="ref-7-21154" ref-type="bibr">2020</xref>) and consequently antimicrobial resistance (Zhang et al., <xref rid="ref-56-21154" ref-type="bibr">2022</xref>). This disease is a significant problem in dairy operations where calves are raised artificially, as it causes high morbidity and mortality rates (Dubrovsky et al., <xref rid="ref-16-21154" ref-type="bibr">2019</xref>), increases farm costs related to treatment and prevention (Hyde et al., <xref rid="ref-28-21154" ref-type="bibr">2022</xref>), and potentially affects the future performance of animals (Dubrovsky et al., 2020; Buczinski et al., <xref rid="ref-11-21154" ref-type="bibr">2021</xref>).</p>
         <p>Likewise, gastrointestinal tract diseases manifested in diarrhea are frequent in preweaning dairy calves and are the main cause of death in the pre-weaning period (Urie et al., <xref rid="ref-50-21154" ref-type="bibr">2018</xref>). Diarrhea in the preweaning period is associated with adverse effects on subsequent reproductive performance (Aghakeshmiri et al., <xref rid="ref-2-21154" ref-type="bibr">2017</xref>), increased antimicrobial use (Zhang et al., <xref rid="ref-56-21154" ref-type="bibr">2022</xref>), and long-lasting economic impact, including a reduction in average daily gain (ADG) (Anderson et al., <xref rid="ref-3-21154" ref-type="bibr">2003</xref>), an increased services per conception, and a reduction of around 300 kg in milk production during the first lactation (Abuelo et al., <xref rid="ref-1-21154" ref-type="bibr">2021</xref>).</p>
         <p>Previous research on calfhood bovine respiratory and enteric diseases has been linked to reduced ADG and future cow performance. These studies have been carried out in cooler environments with comfortable calf sheds. Diarrhea and pneumonia can vary by climatic conditions, herd size, and farm management practices (Cho &#x0026; Yoon, <xref rid="ref-13-21154" ref-type="bibr">2014</xref>; Maier et al., <xref rid="ref-36-21154" ref-type="bibr">2019</xref>). Therefore, it is pertinent to determine the impact of preweaning pneumonia and diarrhea on preweaning weight gain and subsequent fertility in heat-stressed calves because calves experiencing thermal stress during their development reduce their feed intake (L&#x00F3;pez et al., <xref rid="ref-33-21154" ref-type="bibr">2018</xref>), increase energy needs, weaken their immune function (Gupta et al., 2023) and increases their susceptibility to diseases (Bagath et al., <xref rid="ref-4-21154" ref-type="bibr">2019</xref>).</p>
         <p>The present study investigates the null hypothesis that preweaning growth rate and reproductive metrics among artificially-reared Holstein calves do not differ between calves suffering diarrhea or pneumonia from healthy ones. This study aimed to determine the impacts of pneumonia and diarrhea from birth to weaning on preweaning ADG of Holstein calves raised in a commercial dairy farm in a hot environment. Additionally, the study examined the effects of birth weight on calf health and the occurrence of diarrhea and pneumonia from birth to weaning on the reproductive performance of Holstein heifers.</p>
      </sec>
      <sec sec-type="materials&#x007C;methods" id="sec-2-21154">
         <title>Material and methods</title>
         <sec id="sec-3-21154">
            <title>Study design, animals, and housing</title>
            <p>The study protocol was approved by the Animal Experiment Committee of the Autonomous Agrarian University Antonio Narro (&#x0023;03001-2198). The study was carried out on a single large (&#x007E;3200 milking cows) commercial dairy herd in northeastern Mexico (25&#x00B0;N, elevation 1155 m, mean annual rainfall 228 mm, mean annual temperature 23.8 &#x00B0;C) from January 2020 to June 2023. The study included complete record data (preweaning growth and reproductive traits) of 7,809 heifers. The births were relatively well distributed across seasons: 29.9&#x0025; (n = 1157), 25.2&#x0025; (n = 1969), 36.0&#x0025; (n = 2813), and 23.9&#x0025; (n = 1870) of calves that were born in spring, summer, fall, and winter, respectively.</p>
            <p>The farm had a calf-rearing facility with individual outdoor 2.4 m &#x00D7; 1.2 m portable pens with tube sides and plywood roofs with a covered area of 1.6 m<sup>2</sup>. Pens were clean and dry with no bedding (loose-packed soil) and good drainage, which prevented urine buildup. Each pen had two feeding pails with supporters. Pens were about 0.5 m apart, which minimized microbial loads in the calves&#x00B4; ambient. Pens were moved to a different place and were washed and sanitized between calves.</p>
            <p>Immediately after birth, calves were separated from their dams, navel-dipped, weighed on a digital scale (Coburn Company, Whitewater, Wisconsin, USA), and reared outdoors in all seasons. Calves were identified using traditional plastic ear tags. Two liters of high-quality colostrum (at least 50 mg/mL of immunoglobulins, based on specific gravity reading; JorVet Bovine Colostrometer, Jorgensen Laboratories, Loveland, CO, USA) from freshly calved cows was fed to calves within one hour of birth. Two more liters were given within the next 8 hours after birth. Dairy herd staff members administered colostrum to all calves via esophageal feeders (Nasco, Fort Atkinson, WI, USA).</p>
         </sec>
         <sec id="sec-4-21154">
            <title>Calf and heifer recordings</title>
            <p>Well-trained staff registered gender and birth weight. During the preweaning period, the herd veterinarians recorded the occurrence of diarrhea, pneumonia, and other health conditions such as lameness, infections, or injuries. The study did not include heifers presenting diseases other than diarrhea or pneumonia before weaning. Calf diarrhea was defined as loose feces that persisted for two or more days, accompanied by a decreased appetite, lethargy, dehydration (sunken eyes), and fever. Pneumonia in calves was described as elevated respiratory rate, serous nasal discharge, coughing, fever, mild depression, and loss of appetite. treated Calves suffering from diarrhea or pneumonia were treated by the herd veterinarians following standard procedures for these diseases. Calves/heifers that died between birth and first calving were excluded from the study.</p>
            <p>Outcomes of interest were preweaning growth rate, weaning weight at approximately 60 days, the occurrence of pneumonia and diarrhea, age at first breeding (AFB; defined as the age when a heifer was first recorded bred), age at conception, number of services per pregnancy, pregnancy rate at first service, and pregnancy rate to all services (only pregnant heifers). Weaning weight (WW) data, adjusted to 60 days of age, were calculated as follows: WW= (B-C/D &#x00D7; 60) &#x002B; C, where WW= 60-day weight (kg), B= weaning weight (kg), C= birth weight (kg), D weaning age (days). Calving data were sorted by months and grouped into seasons: winter months, December to February; spring, March to May; summer, June to August; and fall, September to November. Birthweight was classified into &#x003C;36, 36-38, 38-40, and &#x003E;40 kg.</p>
         </sec>
         <sec id="sec-5-21154">
            <title>Statistical analysis</title>
            <p>Data were entered into a spreadsheet (Excel, Microsoft, Inc.) and transferred to SAS 9.4 (SAS Institute, Inc., Cary, NC, USA). Graphs were made using CurveExpert (version 9.1.1 for Mac, GraphPad Software, San Diego, California, USA; <ext-link ext-link-type="uri" xlink:href="https:/www.graphpad.com">www.graphpad.com</ext-link>). The experimental units were individual calves.</p>
            <p>To compare calves with and without diarrhea and pneumonia, based on birth weight (&#x003C;36, 36-38, 38-40, and &#x003E;40 kg), the GENMOD procedure of SAS was used. A logit link function was used, and a binomial distribution of the data was assumed. The following model was used:</p>
            <p>Y<sub>ijk</sub> = &#x00B5; &#x002B; G<sub>i</sub> &#x002B; β(X<sub>ij</sub> &#x2212; X) &#x002B; e<sub>ijk</sub>, where: Y<sub>ij</sub> = observed value of the dependent variable; &#x00B5; = overall average; G<sub>i</sub> = effect of group (n=4); β(X<sub>ij</sub> &#x2212; X) = effect of season of calving (covariate; n=4), and e<sub>ij</sub>= experimental error. Calves were the experimental units.</p>
            <p>To analyze the effect of preweaning diseases contributing to overall pregnancy, percentage of pregnant heifers at 14 months, and first service pregnancy rate (binary outcome), the GENMOD procedure of SAS (SAS Institute Inc., Cary, North Carolina, USA) was employed using a model that included the fixed effects of group (preweaning diarrhea, pneumonia, co-occurrence of these diseases and healthy calves) with season of calving as a covariate. To compare means, the DIFF option was used.</p>
            <p>The effect of the occurrence of diseases before weaning on the continuous variables was analyzed using the GLM procedure of SAS with the following model: Y<sub>ijk</sub> = &#x00B5; &#x002B; G<sub>i</sub> &#x002B; β(X<sub>ij</sub> &#x2212; X) &#x002B; β(W<sub>ij</sub> &#x2212; Y) &#x002B; β(Z<sub>ij</sub> &#x2212; Z) &#x002B; e<sub>ijk</sub>, where Y<sub>ijk</sub> = observed value of the dependent variable, μ= overall mean, G<sub>i</sub>= the effect of group, e<sub>ijk</sub> = random error, β = partial linear regression coefficient of Y<sub>ijk</sub> on the continuous variables (possible confounders), X<sub>ij</sub> (birth weight; four classes),W<sub>ij</sub> &#x005B;season of birth (four classes; winter: December to February, spring: March to May, summer: June to August, and autumn: September to November)&#x005D; and Z<sub>ij</sub>(year of birth), X, W, and Z = overall average of birth weight, season of birth, and year of birth, respectively. To compare the means the PDIFF option was used. Calves were the experimental units.</p>
            <p>The bivariate Wilcoxon rank-sum test assessed the number of services per pregnancy (non-parametric; proc npar1way of SAS). The timing of diseases onset relative to parturition was analyzed using survival plots generated by Kaplan-Meier survival analysis performed with Statgraphics Centurion version XVII software (Statgraphics Technologies, Inc., The Plains, Virginia). For the time of postpartum disease onset, survival analyses were performed for calves with diarrhea or pneumonia using the Cox proportional hazard model (Statgraphics Centurion XV software). Survival curves were generated at an exit time point of 60 days (weaning). For all analyses, the significance was established at p&#x003C;0.05.</p>
         </sec>
      </sec>
      <sec sec-type="results" id="sec-6-21154">
         <title>Results</title>
         <p>Overall, 58.2&#x0025; of the enrolled calves suffered from a disease, and 4.5&#x0025; had concurrent diseases. Among the 7,809 calves in the present study, 1,680 (21.5&#x0025;) had diarrhea, and 2,511 (32.2&#x0025;) had pneumonia. Mean &#x00B1; Standard Deviation birth weight was 37.6 &#x00B1; 2.8 kg and ranged from 34.0 kg to 47.0 kg. The median (50th percentile for the set of values) time to diarrhea and pneumonia was 8.0 and 31.0 d, respectively.</p>
         <p>The growing performance of calves from birth to weaning according to their health status is presented in <xref rid="taw-1-21154" ref-type="table">Table 1</xref>. When evaluating the effects of diarrhea, pneumonia, or the concurrence of these conditions on preweaning ADG, it was found that calves suffering from these diseases had lower (p&#x003C;0.01) preweaning weight gain than their healthy counterparts. Calves presenting both diseases before weaning had a lower ADG than calves that had only one disease. Likewise, weaning weight was greater (p&#x003C;0.01) in healthy calves than in their peers with diarrhea, pneumonia, or both illnesses. Simultaneous presence of these medical conditions was associated with lower (p&#x003C;0.01) weaning weight than calves suffering a single illness.</p>
         <table-wrap id="taw-1-21154" position="float" orientation="portrait">
            <label>Table 1.</label>
            <caption>
               <title>Holstein calves preweaning weight traits relative to their health status.</title>
            </caption>
            <table frame="hsides"
                   rules="groups"
                   width="50&#x0025;"
                   id="tab-2-21154">
               <thead>
                  <tr>
                     <th style="width:25.6&#x0025;;border-bottom:1pt solid &#x0023;000;border-bottom:none;border-right:none;text-align:center;font-size:12pt;"
                         rowspan="1"
                         colspan="1">
                        <bold>Weight variables</bold>
                     </th>
                     <th style="width:17.4&#x0025;;border-bottom:1pt solid &#x0023;000;border-bottom:none;border-right:none;text-align:center;font-size:12pt;"
                         rowspan="1"
                         colspan="1">
                        <bold>Diarrhea (D)</bold>
                     </th>
                     <th style="width:19.66&#x0025;;border-bottom:1pt solid &#x0023;000;border-bottom:none;border-right:none;text-align:center;font-size:12pt;"
                         rowspan="1"
                         colspan="1">
                        <bold>Pneumonia (P)</bold>
                     </th>
                     <th style="width:23.12&#x0025;;border-bottom:1pt solid &#x0023;000;border-bottom:none;border-right:none;text-align:center;font-size:12pt;"
                         rowspan="1"
                         colspan="1">
                        <bold>Comorbodity D-P</bold>
                     </th>
                     <th style="width:14.2&#x0025;;border-bottom:1pt solid &#x0023;000;border-bottom:none;border-right:none;text-align:center;font-size:12pt;"
                         rowspan="1"
                         colspan="1">
                        <bold>Healthy</bold>
                     </th>
                  </tr>
               </thead>
               <tbody>
                  <tr>
                     <td style="width:25.6&#x0025;;border-top:1pt solid &#x0023;000;border-bottom:none;border-right:none;font-size:12pt;"
                         rowspan="1"
                         colspan="1">Preweaning ADG (g)</td>
                     <td style="width:17.4&#x0025;;border-top:1pt solid &#x0023;000;border-bottom:none;border-right:none;text-align:center;font-size:12pt;"
                         rowspan="1"
                         colspan="1">548 &#x00B1; 122<xref ref-type="fn" rid="twf-1-21154">
                           <sup>b</sup>
                        </xref>
                     </td>
                     <td style="width:19.66&#x0025;;border-top:1pt solid &#x0023;000;border-bottom:none;border-right:none;text-align:center;font-size:12pt;"
                         rowspan="1"
                         colspan="1">557 &#x00B1; 120<xref ref-type="fn" rid="twf-1-21154">
                           <sup>b</sup>
                        </xref>
                     </td>
                     <td style="width:23.12&#x0025;;border-top:1pt solid &#x0023;000;border-bottom:none;border-right:none;text-align:center;font-size:12pt;"
                         rowspan="1"
                         colspan="1">523 &#x00B1; 134<xref ref-type="fn" rid="twf-1-21154">
                           <sup>c</sup>
                        </xref>
                     </td>
                     <td style="width:14.2&#x0025;;border-top:1pt solid &#x0023;000;border-bottom:none;border-right:none;text-align:center;font-size:12pt;"
                         rowspan="1"
                         colspan="1">606 &#x00B1; 116<xref ref-type="fn" rid="twf-1-21154">
                           <sup>a</sup>
                        </xref>
                     </td>
                  </tr>
                  <tr>
                     <td style="width:25.6&#x0025;;border-bottom:none;border-right:none;font-size:12pt;"
                         rowspan="1"
                         colspan="1">Weaning weight (kg)</td>
                     <td style="width:17.4&#x0025;;border-bottom:none;border-right:none;text-align:center;font-size:12pt;"
                         rowspan="1"
                         colspan="1">72.7 &#x00B1; 8.2<xref ref-type="fn" rid="twf-1-21154">
                           <sup>b</sup>
                        </xref>
                     </td>
                     <td style="width:19.66&#x0025;;border-bottom:none;border-right:none;text-align:center;font-size:12pt;"
                         rowspan="1"
                         colspan="1">73.4 &#x00B1; 8.1<xref ref-type="fn" rid="twf-1-21154">
                           <sup>b</sup>
                        </xref>
                     </td>
                     <td style="width:23.12&#x0025;;border-bottom:none;border-right:none;text-align:center;font-size:12pt;"
                         rowspan="1"
                         colspan="1">70.7 &#x00B1; 9.7<xref ref-type="fn" rid="twf-1-21154">
                           <sup>c</sup>
                        </xref>
                     </td>
                     <td style="width:14.2&#x0025;;border-bottom:none;border-right:none;text-align:center;font-size:12pt;"
                         rowspan="1"
                         colspan="1">76.3 &#x00B1; 7.8<xref ref-type="fn" rid="twf-1-21154">
                           <sup>a</sup>
                        </xref>
                     </td>
                  </tr>
               </tbody>
            </table>
            <table-wrap-foot>
               <fn id="twf-1-21154">
                  <p>
                     <sup>a-c</sup>Within rows, means with different superscript letters differ (p&#x003C;0.01).</p>
               </fn>
               <fn id="twf-2-21154">
                  <p>ADG= average daily gain.</p>
               </fn>
            </table-wrap-foot>
         </table-wrap>
         <p>The reproductive performance of heifers based on diarrhea and pneumonia occurrence is presented in <xref rid="taw-2-21154" ref-type="table">Table 2</xref>. Days to first insemination were eight days shorter (p&#x003C;0.01) for healthy heifers than those with diarrhea. Likewise, days to first insemination were seven days shorter (p&#x003C;0.01) for healthy heifers than for those with pneumonia. Heifers with co-morbidity of these diseases required 13 more (p&#x003C;0.01) days for their first service.</p>
         <table-wrap id="taw-2-21154" position="float" orientation="portrait">
            <label>Table 2.</label>
            <caption>
               <title>Holstein heifers&#x0027; reproductive performance traits relative to their preweaning health status.</title>
            </caption>
            <table style="border-top:1pt solid &#x0023;000;border-left:1pt solid &#x0023;000;border-bottom:1pt solid &#x0023;000;border-right:1pt solid &#x0023;000;width:567.05pt;border-left:none;border-right:none;"
                   id="tab-3-21154">
               <thead>
                  <tr>
                     <th style="width:155.95pt;border-bottom:1pt solid &#x0023;000;border-bottom:none;border-right:none;text-align:center;font-size:12pt;"
                         rowspan="1"
                         colspan="1">
                        <bold>Reproductive variables</bold>
                     </th>
                     <th style="width:99.25pt;border-bottom:1pt solid &#x0023;000;border-bottom:none;border-right:none;text-align:center;font-size:12pt;"
                         rowspan="1"
                         colspan="1">
                        <bold>Diarrhea (D)</bold>
                     </th>
                     <th style="width:99.45pt;border-bottom:1pt solid &#x0023;000;border-bottom:none;border-right:none;text-align:center;font-size:12pt;"
                         rowspan="1"
                         colspan="1">
                        <bold>Pneumonia (P)</bold>
                     </th>
                     <th style="width:113.4pt;border-bottom:1pt solid &#x0023;000;border-bottom:none;border-right:none;text-align:center;font-size:12pt;"
                         colspan="2"
                         rowspan="1">
                        <bold>Comorbodity D-P</bold>
                     </th>
                     <th style="width:99pt;border-bottom:1pt solid &#x0023;000;border-bottom:none;border-right:none;text-align:center;font-size:12pt;"
                         rowspan="1"
                         colspan="1">
                        <bold>Healthy</bold>
                     </th>
                  </tr>
               </thead>
               <tbody>
                  <tr>
                     <td style="width:155.95pt;border-top:1pt solid &#x0023;000;border-bottom:none;border-right:none;font-size:12pt;text-align:left;"
                         rowspan="1"
                         colspan="1">Days to first insemination</td>
                     <td style="width:99.25pt;border-top:1pt solid &#x0023;000;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">389 &#x00B1; 10<xref ref-type="fn" rid="twf-4-21154">
                           <sup>b</sup>
                        </xref>
                     </td>
                     <td style="width:99.45pt;border-top:1pt solid &#x0023;000;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">388 &#x00B1; 10<xref ref-type="fn" rid="twf-4-21154">
                           <sup>b</sup>
                        </xref>
                     </td>
                     <td style="width:106.05pt;border-top:1pt solid &#x0023;000;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">394 &#x00B1; 13<xref ref-type="fn" rid="twf-4-21154">
                           <sup>a</sup>
                        </xref>
                     </td>
                     <td style="width:106.35pt;border-top:1pt solid &#x0023;000;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         colspan="2"
                         rowspan="1">381 &#x00B1; 10<xref ref-type="fn" rid="twf-4-21154">
                           <sup>c</sup>
                        </xref>
                     </td>
                  </tr>
                  <tr>
                     <td style="width:155.95pt;border-bottom:none;border-right:none;font-size:12pt;text-align:left;"
                         rowspan="1"
                         colspan="1">Pregnant at 14 months of age<sup>1</sup>
                     </td>
                     <td style="width:99.25pt;border-bottom:none;border-right:none;font-size:12pt;"
                         rowspan="1"
                         colspan="1">1079/1337 (80.7)<xref ref-type="fn" rid="twf-4-21154">
                           <sup>c</sup>
                        </xref>
                     </td>
                     <td style="width:99.45pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">1909/2157 (88.5)<xref ref-type="fn" rid="twf-4-21154">
                           <sup>b</sup>
                        </xref>
                     </td>
                     <td style="width:106.05pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">246/350 (70.3)<xref ref-type="fn" rid="twf-4-21154">
                           <sup>d</sup>
                        </xref>
                     </td>
                     <td style="width:106.35pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         colspan="2"
                         rowspan="1">3724/3965 (93.9)<xref ref-type="fn" rid="twf-4-21154">
                           <sup>a</sup>
                        </xref>
                     </td>
                  </tr>
                  <tr>
                     <td style="width:155.95pt;border-bottom:none;border-right:none;font-size:12pt;text-align:left;"
                         rowspan="1"
                         colspan="1">Services per pregnancy</td>
                     <td style="width:99.25pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">1.5 &#x00B1; 0.6<xref ref-type="fn" rid="twf-4-21154">
                           <sup>b</sup>
                        </xref>
                     </td>
                     <td style="width:99.45pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">1.5 &#x00B1; 0.6<xref ref-type="fn" rid="twf-4-21154">
                           <sup>b</sup>
                        </xref>
                     </td>
                     <td style="width:106.05pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">1.7 &#x00B1; 1.0<xref ref-type="fn" rid="twf-4-21154">
                           <sup>a</sup>
                        </xref>
                     </td>
                     <td style="width:106.35pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         colspan="2"
                         rowspan="1">1.3 &#x00B1; 0.5<xref ref-type="fn" rid="twf-4-21154">
                           <sup>c</sup>
                        </xref>
                     </td>
                  </tr>
                  <tr>
                     <td style="width:155.95pt;border-bottom:none;border-right:none;font-size:12pt;text-align:left;"
                         rowspan="1"
                         colspan="1">Days to pregnancy</td>
                     <td style="width:99.25pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">401 &#x00B1; 20<xref ref-type="fn" rid="twf-4-21154">
                           <sup>b</sup>
                        </xref>
                     </td>
                     <td style="width:99.45pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">399 &#x00B1; 16<xref ref-type="fn" rid="twf-4-21154">
                           <sup>b</sup>
                        </xref>
                     </td>
                     <td style="width:106.05pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">414 &#x00B1; 19<xref ref-type="fn" rid="twf-4-21154">
                           <sup>a</sup>
                        </xref>
                     </td>
                     <td style="width:106.35pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         colspan="2"
                         rowspan="1">389 &#x00B1; 19<xref ref-type="fn" rid="twf-4-21154">
                           <sup>c</sup>
                        </xref>
                     </td>
                  </tr>
                  <tr>
                     <td style="width:155.95pt;border-bottom:none;border-right:none;font-size:12pt;text-align:left;"
                         rowspan="1"
                         colspan="1">Days to parturition</td>
                     <td style="width:99.25pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">681 &#x00B1; 28<xref ref-type="fn" rid="twf-4-21154">
                           <sup>b</sup>
                        </xref>
                     </td>
                     <td style="width:99.45pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">681 &#x00B1; 16<xref ref-type="fn" rid="twf-4-21154">
                           <sup>b</sup>
                        </xref>
                     </td>
                     <td style="width:106.05pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">696 &#x00B1; 19<xref ref-type="fn" rid="twf-4-21154">
                           <sup>a</sup>
                        </xref>
                     </td>
                     <td style="width:106.35pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         colspan="2"
                         rowspan="1">670 &#x00B1; 19<xref ref-type="fn" rid="twf-4-21154">
                           <sup>d</sup>
                        </xref>
                     </td>
                  </tr>
                  <tr>
                     <td style="width:155.95pt;border-bottom:none;border-right:none;font-size:12pt;text-align:left;"
                         rowspan="1"
                         colspan="1">First service pregnancy rate<sup>1</sup>
                     </td>
                     <td style="width:99.25pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">697/1337 (52.1)<xref ref-type="fn" rid="twf-4-21154">
                           <sup>b</sup>
                        </xref>
                     </td>
                     <td style="width:99.45pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">1097/2157 (50.9)<xref ref-type="fn" rid="twf-4-21154">
                           <sup>b</sup>
                        </xref>
                     </td>
                     <td style="width:106.05pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">103/350 (29.4)<xref ref-type="fn" rid="twf-4-21154">
                           <sup>c</sup>
                        </xref>
                     </td>
                     <td style="width:106.35pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         colspan="2"
                         rowspan="1">2393/3965 (60.4)<xref ref-type="fn" rid="twf-4-21154">
                           <sup>a.</sup>
                        </xref>
                     </td>
                  </tr>
                  <tr>
                     <td style="width:155.95pt;border-bottom:none;border-right:none;font-size:12pt;text-align:left;"
                         rowspan="1"
                         colspan="1">Pregnancy rate, all services<sup>1</sup>
                     </td>
                     <td style="width:99.25pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">1159/1337 (86.7)<xref ref-type="fn" rid="twf-4-21154">
                           <sup>c</sup>
                        </xref>
                     </td>
                     <td style="width:99.45pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">1940/2157 (89.9)<xref ref-type="fn" rid="twf-4-21154">
                           <sup>b</sup>
                        </xref>
                     </td>
                     <td style="width:106.05pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">305/350 (87.1)<xref ref-type="fn" rid="twf-4-21154">
                           <sup>c</sup>
                        </xref>
                     </td>
                     <td style="width:106.35pt;border-bottom:none;border-right:none;text-align:left;font-size:12pt;"
                         colspan="2"
                         rowspan="1">3743/3965 (94.4)<xref ref-type="fn" rid="twf-4-21154">
                           <sup>a.</sup>
                        </xref>
                     </td>
                  </tr>
               </tbody>
            </table>
            <table-wrap-foot>
               <fn id="twf-3-21154">
                  <label>
                     <sup>1</sup>
                  </label>
                  <p>Percentage is indicated in brackets</p>
               </fn>
               <fn id="twf-4-21154">
                  <label>
                     <sup>a-c</sup>
                  </label>
                  <p>Within rows, means with different superscript letters differ (p&#x003C;0.01).</p>
               </fn>
            </table-wrap-foot>
         </table-wrap>
         <p>Calves suffering from diarrhea, pneumonia, or the concurrence of these diseases had a greater (p&#x003C;0.01) number of services per pregnancy than healthy calves before weaning. Days to pregnancy were lowest (p&#x003C;0.01) in heifers without diarrhea or pneumonia and highest in those who suffered diarrhea comorbid with pneumonia. The occurrence of diarrhea or pneumonia in the preweaning period reduced (p&#x003C;0.01) the pregnancy rate at first service by 10 percentage points compared to healthy heifers. Co-occurrences of diarrhea and pneumonia in the preweaning period decreased (p&#x003C;0.01) pregnancy rate at first service by 22 percentage points compared to heifers suffering from single diseases.</p>
         <p>The overall pregnancy rate was lower (p&#x003C;0.01) in heifers having diarrhea, pneumonia, or comorbid conditions than in healthy heifers in the preweaning period. Days to calving were 9 days shorter (p&#x003C;0.01) in healthy calves than heifers suffering diarrhea or pneumonia in the preweaning period. A comorbid condition was associated with 15 more (p&#x003C;0.01) days to first freshening than heifers with only diarrhea or pneumonia.</p>
         <p>Lighter calves at calving were more likely (p&#x003C;0.05) to present diarrhea than heavier calves (<xref rid="fig-1-21154" ref-type="fig">Figure 1</xref>). However, birth weight did not affect the occurrence of pneumonia. The survival analysis for age when a calf was diagnosed with diarrhea or pneumonia (<xref rid="fig-2-21154" ref-type="fig">Figure 2</xref>) shows more reduced (p&#x003C;0.01) time for calves suffering diarrhea (50th percentile = 8.0 days; SEM = 0.08) in the first 60 days of life, compared to pneumonia (50th percentile = 31.0 days; SEM = 0.68). After 25 days of age, the probability of diarrhea declined sharply, whereas pneumonia was more evenly distributed during the preweaning period.</p>
         <fig id="fig-1-21154" position="float" orientation="portrait">
            <label>Figure 1.</label>
            <caption>
               <title>Calves with a diagnosis of diarrhea by previous birthweight. Means with different letters differ (p&#x003C;0.05).</title>
            </caption>
            <graphic xlink:href="21154_001.png"
                     position="anchor"
                     orientation="portrait"
                     id="gra-1-21154"/>
            <p>n= number of observations.</p>
         </fig>
         <fig id="fig-2-21154" position="float" orientation="portrait">
            <label>Figure 2.</label>
            <caption>
               <title>Kaplan-Meier Curves of the time to occurrence of diarrhea or pneumonia in Holstein calves reared in outdoor partially roofed open pens in a hot environment.</title>
            </caption>
            <graphic xlink:href="21154_002.png"
                     position="anchor"
                     orientation="portrait"
                     id="gra-2-21154"/>
         </fig>
      </sec>
      <sec sec-type="discussion" id="sec-7-21154">
         <title>Discussion</title>
         <p>The present study showed that the occurrence of diarrhea or pneumonia in the preweaning period resulted in lower daily weight gain, which is consistent with previous studies in dairy calves where abnormal fecal consistency (Schinwald et al., <xref rid="ref-44-21154" ref-type="bibr">2022</xref>), diarrhea (Pardon et al., <xref rid="ref-40-21154" ref-type="bibr">2013</xref>) or pneumonia (Bringhenti et al., <xref rid="ref-10-21154" ref-type="bibr">2021</xref>; Tomazi et al., <xref rid="ref-49-21154" ref-type="bibr">2023</xref>) decreased ADG. As expected, calves with co-occurrence enteric and respiratory disease events during the preweaning period gained less weight than calves with no disease events or a single infection. Still, results showed no association between underweight and comorbidity. Therefore, these data indicate that birth weight status is not a determinant of comorbidity of diarrhea and pneumonia.</p>
         <p> Disease status is a significant factor influencing the growth rate of calves. Preweaning illness impacts the available nutrients in multiple ways. For instance, satisfactory nutrition is necessary for cells, including the innate response to an invading pathogen, to perform their functions optimally (Calder et al., <xref rid="ref-12-21154" ref-type="bibr">2020</xref>; Venter et al., <xref rid="ref-52-21154" ref-type="bibr">2020</xref>). The nutritional requirement further increases during infection as immune cells use direct and indirect approaches to combat those pathogens (Lee et al., 2020). For example, consuming enough nutrients is essential for optimal antibody production (Hamidianshirazi et al., <xref rid="ref-23-21154" ref-type="bibr">2022</xref>). Additionally, diarrhea contributes to low calf weight gain by causing nutrient malabsorption or nutrient loss from the diet via diarrhea (Smith, <xref rid="ref-45-21154" ref-type="bibr">2009</xref>), reduced feed intake (Morrison et al., <xref rid="ref-38-21154" ref-type="bibr">2019</xref>), and decreased feed conversion efficiency (Hessman et al., <xref rid="ref-26-21154" ref-type="bibr">2009</xref>; Khan et al., <xref rid="ref-30-21154" ref-type="bibr">2011</xref>). Additionally, it could be that slow-growing calves are at higher risk of diarrhea or pneumonia before weaning.</p>
         <p>The preweaning ADG in the present study was much lower than that reported by other researchers on Holstein calves (Rosenberger et al., <xref rid="ref-43-21154" ref-type="bibr">2017</xref>; Lucei et al., 2021). The prolonged heat stress during the year in the present study potentially could explain the lower ADG in the study population (L&#x00F3;pez et al., <xref rid="ref-33-21154" ref-type="bibr">2018</xref>). Low birth weight was associated with a higher incidence of diarrhea from birth to weaning. These results align with those of Fagundes et al. (<xref rid="ref-18-21154" ref-type="bibr">2016</xref>), who observed that birth weight &#x2265; 40 kg in crossbred Holstein calves reduced the risk of diarrhea. Furthermore, it has been observed that higher weight in the first week of life is associated with less diarrhea (Windeyer et al., <xref rid="ref-55-21154" ref-type="bibr">2014</xref>). Low birth weight results from in-utero nutritional insufficiency, and such exposure early in life may have long-term implications for immunocompetence (Osorio et al., <xref rid="ref-39-21154" ref-type="bibr">2013</xref>). Therefore, this variable would help develop preventive measures and assess the prognosis of enteric infections for individual calves. Birth weight did not affect the occurrence of preweaning pneumonia, consistent with observations of Curtis et al. (<xref rid="ref-15-21154" ref-type="bibr">2016</xref>) and Glover et al. (<xref rid="ref-21-21154" ref-type="bibr">2019</xref>), who have reported negligible associations between birthweight and incidence of this respiratory disease.</p>
         <p>The peak incidence of diarrhea in the present study was at eight days of age, which agrees with previous studies (Foster et al., <xref rid="ref-19-21154" ref-type="bibr">2009</xref>; Windeyer et al., <xref rid="ref-55-21154" ref-type="bibr">2014</xref>; Berber et al., <xref rid="ref-6-21154" ref-type="bibr">2021</xref>). Peak incidence of pneumonia in the present study was at 33 days, which is in line with previous studies where this respiratory tract disease becomes a critical health problem in replacement heifers older than 30 days of age (McGuirk, <xref rid="ref-37-21154" ref-type="bibr">2008</xref>).</p>
         <p>In the present study, the age at first breeding was shorter in healthy heifers than heifers diagnosed with diarrhea, pneumonia, and co-occurrence of these diseases before weaning. The decision on at what age to start breeding heifers is based chiefly on the puberal weight of heifers. Healthy heifers in the present study grew faster than sick counterparts and, therefore, the association between diarrhea and pneumonia occurrence is probably because the absence of diseases from birth to weaning enhanced growth rate of heifers from weaning to puberty, which allowed heifers to attain earlier the appropriate weight for first service. The adverse effects of respiratory infection on ADG following movement to group housing can be observed up to approximately nine months of age. Average daily gain results in a 14.3 kg decrease in body weight (BW) for calves with respiratory infections at one year of life (Stanton et al., <xref rid="ref-46-21154" ref-type="bibr">2012</xref>). Although a calf&#x0027;s life returns to normal after pneumonia recovery, lung damage often remains (Hermeyer et al., <xref rid="ref-25-21154" ref-type="bibr">2012</xref>), indicating how critical healthy lungs are to an animal&#x2019;s subsequent fertility. In the case of diarrhea, the long-lasting effect of this disease is less clear because when multiple pathogens damage the intestines, the damaged lining tissue grows back, and the intestines&#x2019; function returns to normal fairly quickly when the appropriate antimicrobials are used (Constable, <xref rid="ref-14-21154" ref-type="bibr">2009</xref>).</p>
         <p>It has long been suggested that heifers be inseminated to calve between 23 and 24 months (Ettema and Santos, <xref rid="ref-17-21154" ref-type="bibr">2004</xref>; Boulton et al., <xref rid="ref-8-21154" ref-type="bibr">2015</xref>) because decreasing the age at first calving (AFC) reduces rearing costs and extends the herd life. In the current study, the mean AFC for healthy heifers was shorter than in heifers diagnosed with diarrhea, pneumonia, or comorbidity of these diseases during calfhood, which is in line with observations of Teixeira et al. (<xref rid="ref-48-21154" ref-type="bibr">2017</xref>) where heifers suffering lung consolidation at 60 d of life had a higher AFC. This response could result from a greater weight gain in healthy heifers, as AFC is linked to ADG before puberty (Raeth-Knight et al., <xref rid="ref-41-21154" ref-type="bibr">2009</xref>; Stefa&#x0144;ska et al., <xref rid="ref-47-21154" ref-type="bibr">2021</xref>). Healthy calves could have shown a better ADG not only because they did not suffer any disease but also because they were born with a higher birth weight, and this fact could condition that they reach a greater weight at weaning and consequently improve the fertility indexes.</p>
         <p>Furthermore, early episodes of pneumonia or diarrhea could cause carry-over effects on reproductive outcome, as reported by Heinrichs et al. (<xref rid="ref-24-21154" ref-type="bibr">2005</xref>), who showed that AFC was not only affected by ADG but also health problems during the first two months of life. Likewise, Warnick et al. (<xref rid="ref-53-21154" ref-type="bibr">1994</xref>) found that heifers with respiratory tract infections in the first three months of life calved three months later than their healthy herd mates. Age at first calving is a crucial factor for dairy farmers because it significantly affects the lifetime productivity of heifers (Le Cozler et al., <xref rid="ref-31-21154" ref-type="bibr">2008</xref>). Therefore, avoiding diseases before weaning is a good start to life in heifers because it paves the way for increased productivity in the future.</p>
         <p>It is worth mentioning that previous economic analyses indicate that calving at 24 months is more advantageous than calving at older ages because of reduced replacement heifer costs and earlier heifer productivity (Boulton et al., <xref rid="ref-9-21154" ref-type="bibr">2017</xref>). The median age at calving observed in heifers suffering from pneumonia in our study (22.6 months) indicates that this goal was achieved regardless of pneumonia history.</p>
         <p>In agreement with Abuelo et al. (<xref rid="ref-1-21154" ref-type="bibr">2021</xref>), services per pregnancy were increased in heifers with a history of preweaning diarrhea. This response can be explained by the reduced weight gain of the diseased calves, as poorly grown calves require more services to conceive (Wathes et al., <xref rid="ref-54-21154" ref-type="bibr">2008</xref>). Furthermore, the pregnancy rate was higher in healthy heifers early in life, which is in line with previous studies in which the likelihood of pregnancy decreased in heifers with a history of diarrhea (Aghakeshmiri et al., <xref rid="ref-2-21154" ref-type="bibr">2017</xref>; Abuelo et al., <xref rid="ref-1-21154" ref-type="bibr">2021</xref>). Furthermore, the results of the present study are in line with previous studies in which heifers with a history of calfhood diseases have lower reproductive efficiency, particularly in the key reproductive metric of pregnancy rate (Teixeira et al., <xref rid="ref-48-21154" ref-type="bibr">2017</xref>; Abuelo et al., <xref rid="ref-1-21154" ref-type="bibr">2021</xref>). These data suggest that the health problems early in life had a long-term carryover effect on heifers&#x2019; fertility, and periods of calfhood disease compromise development with long-term adverse consequences on reproductive outcomes. Therefore, some of the economic losses attributed to preweaning episodes of pneumonia or diarrhea are due to suboptimal fertility.</p>
      </sec>
      <sec sec-type="conclusions" id="sec-8-21154">
         <title>Conclusion</title>
         <p>This study provides evidence that Holstein calves in a hot environment that suffer from diarrhea, pneumonia, or co-occurrence of both diseases before weaning presented lower preweaning weight gain, which was reflected in decelerating the occurrence of the first service and increasing the age at pregnancy and calving. Furthermore, episodes of these diseases early in life were detrimental to pregnancy rate. Since initial low birth weight affected the occurrence of diarrhea, the need to selectively treat these light calves to prevent this condition should be emphasized. Furthermore, strategies to prevent diarrhea and pneumonia before weaning might be required to improve the reproductive performance of Holstein heifers in intensive production systems in warm environments.</p>
      </sec>
   </body>
   <back>
      <sec sec-type="etica" id="sec-9-21154">
         <title>Ethical approval:</title>
         <p>The Autonomous Agrarian University Antonio Narro Institutional Animal Experimental Committee approved all actions connected with calves used for this study (approval number &#x0023;03001-2198).</p>
      </sec>
      <ack id="ack-1-21154">
         <title>Acknowledgments:</title>
         <p>The authors gratefully acknowledge the personnel of the commercial dairy operation for assistance in animal care, feeding, data collection, and veterinary assistance.</p>
      </ack>
      <sec sec-type="transparency-statement" id="sec-10-21154">
         <title>Competing interests:</title>
         <p>The authors declare that they have no financial or personal relationships that may have inappropriately influenced them in writing this article.</p>
      </sec>
      <sec sec-type="author-contributions" id="sec-11-21154">
         <title>Author&#x2019;s contributions:</title>
         <p>
            <bold>Mely T. Olivera:</bold> Formal an&#x00E1;lisis, Methodology, Validation, Writing &#x2013; review &#x0026; editing. <bold>Jes&#x00FA;s Mellado:</bold> Formal an&#x00E1;lisis, Validation. <bold>Jos&#x00E9; E. Garc&#x00ED;a:</bold> Funding acquisition, Methodology, Validation, Writing &#x2013; review &#x0026; editing. <bold>Juan A. Encina:</bold> Methodology, Validation, Writing &#x2013; review &#x0026; editing. <bold>Perpetuo &#x00C1;lvarez:</bold> Methodology, Writing &#x2013; review &#x0026; editing. <bold>Ulises Mac&#x00ED;as-Cruz:</bold> Conceptualization, Validation, Writing &#x2013; review &#x0026; editing. <bold>Leonel Avenda&#x00F1;o:</bold> Conceptualization, Validation. <bold>Miguel Mellado:</bold> Conceptualization, Formal an&#x00E1;lisis, Funding acquisition, Project administration, Supervision, Validation, Writing &#x2013; original draft.</p>
      </sec>
      <sec sec-type="apoyo" id="sec-12-21154">
         <title>Funding:</title>
         <table-wrap id="taw-3-21154" position="float" orientation="portrait">
            <table frame="hsides"
                   rules="groups"
                   width="50&#x0025;"
                   id="tab-4-21154">
               <thead>
                  <tr>
                     <th style="width:75.08&#x0025;;border-bottom:1pt solid &#x0023;000;border-right:1pt solid &#x0023;000;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">Funding agencies/institutions</th>
                     <th style="width:24.92&#x0025;;border-bottom:1pt solid &#x0023;000;border-right:1pt solid &#x0023;000;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">Project / Grant</th>
                  </tr>
               </thead>
               <tbody>
                  <tr>
                     <td style="width:75.08&#x0025;;border-bottom:1pt solid &#x0023;000;border-right:1pt solid &#x0023;000;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">Autonomous Agrarian University Antonio Narro</td>
                     <td style="width:24.92&#x0025;;border-bottom:1pt solid &#x0023;000;border-right:1pt solid &#x0023;000;text-align:left;font-size:12pt;"
                         rowspan="1"
                         colspan="1">&#x0023;03001-2198</td>
                  </tr>
               </tbody>
            </table>
         </table-wrap>
      </sec>
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