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<front>
<journal-meta>
<journal-id journal-id-type="pmc">JAR</journal-id>
<journal-id journal-id-type="nlm-ta">JAR</journal-id>
<journal-id journal-id-type="publisher-id">JAR</journal-id>
<journal-title-group>
<journal-title>Journal of Animal Research</journal-title>
</journal-title-group>
<issn pub-type="ppub">2249-6629</issn>
<issn pub-type="epub">2277-940X</issn>
<publisher>
<publisher-name>Association of Mastitis</publisher-name>
<publisher-loc>India</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="other">JAR-11-03-0433</article-id>
<article-id pub-id-type="doi">10.30954/2277-940X.03.2021.13</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Research Paper</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Phenotypic Characterization of Macherla Sheep- A Lesser-Known Sheep Breed of Andhra Pradesh</article-title>
</title-group>
<contrib-group><contrib contrib-type="author">
<name><surname>Reddy</surname><given-names>P. Panduranga</given-names></name>
<xref ref-type="aff" rid="A1">1</xref>
<xref ref-type="corresp" rid="cor001">*</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Vinoo</surname><given-names>R.</given-names></name>
<xref ref-type="aff" rid="A1">1</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Muralidhar</surname><given-names>M.</given-names></name>
<xref ref-type="aff" rid="A1">1</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Venkatasesaiah</surname><given-names>Ch.</given-names></name>
<xref ref-type="aff" rid="A2">2</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Kumar</surname><given-names>K. Aswani</given-names></name>
<xref ref-type="aff" rid="A3">3</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Sudhakar</surname><given-names>Krovvidi</given-names></name>
<xref ref-type="aff" rid="A1">1</xref></contrib></contrib-group>
<aff id="A1"><label>1</label>Department of Animal Genetics and Breeding, NTR College of Veterinary Science, Gannavaram, Andhra Pradesh, INDIA</aff>
<aff id="A2"><label>2</label>Livestock Farm Complex, NTR College of Veterinary Science, Gannavaram, Andhra Pradesh, INDIA</aff>
<aff id="A3"><label>3</label>Department of Veterinary biochemistry, NTR College of Veterinary Science, Gannavaram, Andhra Pradesh, INDIA</aff>
<author-notes>
<corresp id="cor001"><label>*</label>Corresponding author: P Reddy; E-mail: <email>panduvet@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="ppub">
<month>06</month>
<year iso-8601-date="2021">2021</year>
</pub-date>
<volume>11</volume>
<issue>03</issue>
<fpage>433</fpage>
<lpage>443</lpage>
<history>
<date date-type="received" iso-8601-date="2021-04-15">
<day>15</day>
<month>04</month>
<year>2021</year>
</date>
<date date-type="revised" iso-8601-date="2021-05-18">
<day>18</day>
<month>05</month>
<year>2021</year>
</date>
<date date-type="accepted" iso-8601-date="2021-05-21">
<day>21</day>
<month>05</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>&#x00A9; Association of Mastitis, India</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Association of Mastitis, India</copyright-holder>
</permissions>
<self-uri content-type="pdf" xlink:href="JAR-11-03-0433.pdf"></self-uri>
<abstract>
<title>ABSTRACT</title>
<p>The status of lesser-known sheep cannot be ignored as they comprise 75 Per cent of the total Indian sheep population. The Macherla sheep is one of the lesser-known sheep breeds of Andhra Pradesh with medium to heavy sized body. Because of superior performance over Nellore and the characteristics such as good resistance and adaptability to local climatic conditions, the Macherla sheep attained considerable importance among sheep herders. A stratified random sample survey was conducted in Andhra Pradesh and Telangana states populated with huge number of Macherla sheep. The data was measured on 1279 sheep from 27 villages of nine mandals in four districts of two states. The predominant colour pattern in Macherla sheep was bicolour with combinations of white and black or brown and white. Rams are horned and ewes are polled. A gradual increase in the body measurements was observed from milk tooth to full mouth stage. Males recorded significantly higher body measurements than females. District has significant influence on the body measurements with higher recordings in Guntur district. The influence of district on body weight of Macherla sheep are found to be significant at all ages studied except for two-toothed and sixtoothed ages. Among sexes, males recorded heavier body weights compared to females. The reproductive performance of Macherla sheep was ideal and within the range of species. The lambing Percentage was quite good in Macherla sheep. The Phenotypic correlations of body weight with the linear body measurements were positive and high.</p>
<sec>
<title>HIGHLIGHTS</title>
<list list-type="bullet">
<list-item><p>Macherla sheep breed has superior performance compared to Nellore sheep breed of Andhra Pradesh.</p></list-item>
<list-item><p>Guntur district recorded higher body weight during birth, three months, six months, and four-toothed age.</p></list-item>
<list-item><p>The lambing percentage observed in Macherla sheep (97.4 per cent) was higher than the other hairy sheep.</p></list-item>
</list>
</sec>
</abstract>
<kwd-group>
<kwd>Macherla Sheep</kwd>
<kwd>body measurement</kwd>
<kwd>body weight</kwd>
<kwd>reproductive performance</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="6"/>
<ref-count count="25"/>
<page-count count="11"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1">
<title/>
<p>The diversity of geo-climate over the ages has manifested into diversity of sheep breeds providing a total of 44 sheep breeds in different agro-climatic zones of India. However, there are several sheep genetic groups distributed across India whose characterization is either under process or completed and waiting for approval or yet to be characterized. These are of late called as lesserknown sheep genetic groups. According to FAO watch list <xref ref-type="bibr" rid="R11">(2000)</xref>, 60 sheep breeds exist in India, which include well-recognized lesser-known breeds along with some wild species. Lesser-known genetic group of livestock adapted to certain geographical regions has a vital role in sustainability of farming community. The diversity of Indian sheep is evident by the presence of the heaviest Muzaffarnagari, tallest Nellore, and prolific Garole, to name a few. Indigenous sheep have developed a local adaptation by developing superior heat tolerance, resistance to some of the tropical diseases etc. (<xref ref-type="bibr" rid="R15">Hyder <italic>et al</italic>., 2017</xref>). Hence, conservation of indigenous sheep&#x2019;s germplasm is viewed as an essential function to conserve the genetic traits of valuable species. In addition, information on the origin, distribution, adaptability, morphological characteristics and production and reproduction performances of lesserknown animal genetic resources will be useful to design strategies for their sustainable management (<xref ref-type="bibr" rid="R12">Firas <italic>et al</italic>., 2015</xref>).</p>
<p><bold>How to cite this article:</bold> Panduranga Reddy, P., Vinoo, R., Muralidhar, M., Venkatasesaiah, Ch., Aswani Kumar, K. and Sudhakar, K. (2021). Phenotypic characterization of Macherla sheep- a lesser-known sheep breed of Andhra Pradesh. <italic>J. Anim. Res.,</italic> <bold>11</bold>(3): 433-443. <bold>Source of Support:</bold> None; <bold>Conflict of Interest:</bold> None</p>
<p>Andhra Pradesh ranks second in India regarding the sheep population and exhibited a 30% increase in sheep population in 2019 compared to 2012 census from 13.6 million to 17.6 million. Nellore is the only sheep breed that is recognized by ICAR in Andhra Pradesh. In adjacent regions to Krishna River in Guntur, Prakasam, and Krishna districts of Andhra Pradesh and Nagar Kurnool and parts of Nalgonda district of Telangana, there is a locally adopted lesser-known sheep genetic group, locally called as Macherla sheep. These sheep are known for their better adaptability to hot and humid climatic conditions prevailing in this region. As a pilot project, we have evaluated the socio-economic Status, sheep husbandry practices and morphological patterns of Macherla Sheep breed (<xref ref-type="bibr" rid="R22">Reddy <italic>et al</italic>., 2020</xref>). Another preliminary study indicated that Macherla sheep have distinct phenotypic characters from Nellore and having higher productive performance (<xref ref-type="bibr" rid="R8">Choudary, 2013</xref>). Hence the present study was conducted with an objective to establish breed characteristics of Macherla sheep by studying morphological and morphometric traits and to assess the production and reproduction potentials under the existing managemental conditions.</p>
</sec>
<sec>
<title>MATERIALS AND METHODS</title>
<p>The study employs a stratified random sample survey based on the potential of sheep production in the geographical area. The survey was conducted in 27 villages of nine mandals and four districts (Guntur, Prakasam and Krishna districts in Andhra Pradesh and Nagar Kurnool district in Telangana) from February 2018 to December 2018. Visual observations of qualitative traits were recorded based on the breed morphological characteristics descriptor list of NBAGR (2018) for phenotypic characterization of sheep.</p>
<p>Further, three villages were selected in each mandal based on the potential sheep population for recording body weights and body measurements of different age groups. About three to six sheep farmers with ten to twelve sheep per farmer were chosen randomly to record data. Apart from this, discussions were held with mandal, zonal, and district veterinary officials and developmental agencies to collect the required information. The Morphological descriptions such as coat color pattern, hair, horn, head profile, wattles, tail type were recorded. The body weights at different ages, biometrical measurements <italic>viz</italic>: Body Length (BL), Height at Withers (HW), Chest Girth (CG), Paunch Girth (PG), Face Length (FL), Face Width (FW), Ear Length (EL) and Tail Length (TL)) and data on reproductive performance (Age at First Estrus (AFE), Age at First Mating (AFM), Age at First Lambing (AFL), Lambing Interval (LI) and Litter Size (LS)) were recorded on a total of 1279 (153 males and 1126 females) sheep. The data was collected early in the morning before they were let out for grazing.</p>
<p>The age groups of birth, 3 months, 6 months, 2 tooth, 4 tooth, 6 tooth, and full mouth were considered for recording various traits. Age of the sheep was assessed based on dentition. All the animals having two permanent incisors were considered as one and half to two-year-old, four incisors as three-year-old, six incisors as four-year-old and those with eight permanent incisors were regarded as five years and above in age (<xref ref-type="bibr" rid="R4">Banerjee, 1991</xref>). Bodyweight (BW) was measured using a hanging scale having 100 kg capacity. Linear body measurements were measured with a tailor&#x2019;s tape following the standard procedure reported by FAO (2012). The data were classified according to district, sex, and age groups.</p>
<sec>
<title>Statistical analysis</title>
<p>The basic statistics consisting of mean, standard deviation, and standard error were computed as per <xref ref-type="bibr" rid="R24">Snedecor and Cochran (1989)</xref>. The data collected were scrutinized, edited, collated, and grouped according to the districts, age group, and sex. Procedure frequency was used to analyze qualitative traits and general linear model was used to interpret quantitative traits in Statistical Package for Social Sciences (SPSS Vs.23). The model used for least square mean analysis was:
<disp-formula id="FD1"><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="block">
 <mml:msub>
 <mml:mi>Y</mml:mi>
 <mml:mrow>
 <mml:mi>i</mml:mi>
 <mml:mi>j</mml:mi>
 <mml:mi>k</mml:mi>
 <mml:mi>l</mml:mi>
 </mml:mrow>
 </mml:msub>
 <mml:mo>=</mml:mo>
 <mml:mi>&#x03BC;</mml:mi>
 <mml:mo>+</mml:mo>
 <mml:msub>
 <mml:mi>D</mml:mi>
 <mml:mrow>
 <mml:mi>i</mml:mi>
 </mml:mrow>
 </mml:msub>
 <mml:mo>+</mml:mo>
 <mml:msub>
 <mml:mi>S</mml:mi>
 <mml:mrow>
 <mml:mi>j</mml:mi>
 </mml:mrow>
 </mml:msub>
 <mml:mo>+</mml:mo>
 <mml:mi>A</mml:mi>
 <mml:mi>k</mml:mi>
 <mml:mo>+</mml:mo>
 <mml:msub>
 <mml:mi>e</mml:mi>
 <mml:mrow>
 <mml:mi>i</mml:mi>
 <mml:mi>j</mml:mi>
 <mml:mi>k</mml:mi>
 <mml:mi>l</mml:mi>
 </mml:mrow>
 </mml:msub>
</mml:math></disp-formula></p>
<p>Where,</p>
<p><italic>Yijkl</italic> = <italic>l</italic><sup>th</sup> observation of <italic>i</italic><sup>th</sup> district, <italic>j</italic><sup>th</sup> sex, <italic>k</italic><sup>th</sup> age group</p>
<p><italic>Di</italic> = Effect of <italic>i</italic><sup>th</sup> district (<italic>i</italic> = 1 to 4)</p>
<p><italic>Sj</italic> = Effect of <italic>j</italic><sup>th</sup> sex (<italic>j</italic> = 1, male and 2, female)</p>
<p><italic>Ak</italic> = Effect of <italic>k</italic><sup>th</sup> age group (<italic>k</italic> = 1 to 7, birth, 3 months, 6 months 2- teeth, 4- teeth, 6- teeth and 8-teeth)</p>
<p><italic>eijkl</italic> = Random error</p>
<p>Duncan&#x2019;s multiple range tests as modified by Kramer (1957) was employed to make pair wise comparisons of least-square means.</p>
</sec>
<sec>
<title>Correlation and Regression analysis</title>
<p>Data was analyzed for the statistical correlation (two tailed test of significant) of body weight with biometrical measurements by using Pearson coefficient. Stepwise multiple regressions were used to predict body weight from linear measurements having positive correlations with body weight. Variables that best fitted the model were selected using R<sup>2</sup>. One may define the &#x201C;best model&#x201D; as that which has a highest R<sup>2</sup> value.</p>
</sec>
</sec>
<sec>
<title>RESULTS AND DISCUSSION</title>
<sec>
<title>Origin, habitat and distribution</title>
<p>The sheep genetic group is popularly known as Macherla sheep and attained its local name based on the native tract i.e., Macherla area of Guntur district. The locals informed that the animals existing from a long time and its legacy was known for the past 30-50 years. Total geographical area of Macherla sheep was 51790 km<sup>2</sup>. The average flock size of Macherla sheep in the present study is 134.31&#x00B1;4.6 and the minimum flock size of the genetic group is 50. The demographic survey revealed that a total of 5,32,393 Macherla sheep were distributed across the breeding tract. Based on the demographic survey, Macherla sheep constitutes about 3.02% of total sheep population of Andhra Pradesh and 0.7% of total sheep population of India (<xref ref-type="bibr" rid="R9">DAHD 2019</xref>).</p>
</sec>
<sec>
<title>Morphological characters</title>
<p>The coat color and other morphological characters of Macherla sheep are distinct from the other sheep genetic groups of Andhra Pradesh <italic>viz.</italic> Nellore sheep (Brown, Jodipi and Palla strains) and North Coastal sheep. The predominant coat color pattern in Macherla sheep was bi-color of black and white (44.41%) followed by brown and white (35.65%), brown (18.64%) and black (1.88%). Similar to Nellore sheep breed, Macherla sheep is also a hairy type sheep but the hair is relatively more in this genetic group. A thick and dense bundle of hair growth, predominantly on neck and dewlap regions followed by brisket, back and thigh region was evident in adult rams providing elegant look. The predominant head profile in both sexes is prominently convex and ears were pendulous. The males are horned and females are polled.</p>
</sec>
<sec>
<title>Body measurements</title>
<p>Body measurements are useful for the description of a breed objectively and to study the growth pattern of the breed. Biometric measurements indicate the skeletal growth of the animals. The least-squares means for BL, HW, CG, and PG at birth, three-months, six-months, twotoothed, 4-toothed, 6-toothed, and full mouth age groups pooled over sex of the animals and district showed an increasing trend and least square means of various body measurements are presented in <xref ref-type="table" rid="t1">Table 1</xref>.</p>
<p>The least square means compared between sexes at different ages revealed significant influence on all four body measurements with higher (P&#x003C;0.01) values in males. Similar differences were noted in Nellore Palla sheep (<xref ref-type="bibr" rid="R14">Harini, 2017</xref>) and North coastal sheep of Andhra Pradesh (<xref ref-type="bibr" rid="R13">Gangaraju, 2010</xref>). The variation in measurements between the males and females increased with age, which might be due to the differences in body weights, sex hormones, and sexual dimorphism. Influence of district was significant on body length at all age groups except at four-toothed, six-toothed, and full mouth age. Guntur district recorded significantly higher body length at birth, three months, and four-toothed age while Prakasam district recorded higher body length at six months and two-toothed age. District has significant effect on height at withers at all age groups. Guntur district recorded higher HW during birth, three months, six months, and four-toothed age, Prakasam district recorded higher HW at six-toothed and full mouth age, whereas Krishna district recorded higher WH at twotoothed age. District has significant effect on chest girth at all age groups, except for birth and six-toothed age. The effect of district is significant on paunch girth at all age groups, except for three month and 6-toothed age groups. Previous literature revealed a significant influence of village, mandal, zone and district in North coastal sheep (<xref ref-type="bibr" rid="R13">Gangaraju, 2010</xref>), Nellore (<xref ref-type="bibr" rid="R14">Harini, 2017</xref>; <xref ref-type="bibr" rid="R20">Rajanna <italic>et al.,</italic> 2012</xref>; <xref ref-type="bibr" rid="R21">Rani <italic>et al</italic>., 2014</xref>), and Macherla sheep (<xref ref-type="bibr" rid="R8">Choudary, 2013</xref>). This might be due to the differences in environment and feeding conditions of animals. The body measurements of Macherla sheep is hardly variable from the North coastal sheep of Andhra Pradesh (<xref ref-type="bibr" rid="R13">Gangaraju, 2010</xref>; <xref ref-type="bibr" rid="R19">Prasanna, 2019</xref>), Deccani sheep (<xref ref-type="bibr" rid="R20">Rajanna <italic>et al.,</italic> 2012</xref>). However, <xref ref-type="bibr" rid="R21">Rani <italic>et al.</italic> (2014)</xref> reported slightly higher body lengths and heights in Nellore Jodipi sheep while <xref ref-type="bibr" rid="R16">Karthik <italic>et al</italic>. (2021)</xref> revealed lower body weights in Nellore brown sheep under farm conditions.</p>
<table-wrap id="t1">
<label>Table 1</label>
<caption>
<p>Least squares mean (&#x00B1;SE) of body measurements (cm) of Macherla lambs</p>
</caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="JAR-11-03-0433-t001.jpg"/>
</table-wrap>
<p>The least-squares means for FL, FW, EL, and TL at different ages pooled over sex of the animals and district are presented in <xref ref-type="table" rid="t2">Table 2</xref>. District has significant effect on FL and FW at all age groups except, for 3 months age. The influence of district was found for EL and TL at all ages except influence of district was found for EL and TL at all ages except for full mouth age for EL and at six-toothed and full mouth age for TL. Sex of the sheep exerted significant (P&#x003C;0.05) influence on face length at below one year age (P&#x003C;0.01) and have non-significant effect on adult age groups. Sex of the sheep exerted highly significant (P&#x003C;0.01) influence for EL at birth, three months, four-toothed age. Sex of the sheep exerted significant (P&#x003C;0.05) influence on tail length only at six months age group.</p>
</sec>
<sec>
<title>Body weights</title>
<p>The body weights of Macherla sheep at all ages recorded in the present study (<xref ref-type="table" rid="t3">table 3</xref>) was similar to those presented by <xref ref-type="bibr" rid="R8">Choudary (2013)</xref>. Nevertheless, relatively lower values were reported in Nellore Jodipi sheep (Rani et al., 2014), Nellore Brown (<xref ref-type="bibr" rid="R16">Karthik et al., 2021</xref>; <xref ref-type="bibr" rid="R23">Reddy, 2015</xref>), Nellore Palla (<xref ref-type="bibr" rid="R14">Harini, 2017</xref>), and North coastal sheep (<xref ref-type="bibr" rid="R13">Gangaraju, 2010</xref>; <xref ref-type="bibr" rid="R19">Prasanna, 2019</xref>) of Andhra Pradesh and other Indian Sheep breeds. The influence of district on body weight of Macherla sheep are found to be significant at all ages studied except for two-toothed and six-toothed ages. The mean body weights are highest in Guntur district at birth, three months, six months, two-toothed age, four-toothed, six-toothed, and full mouth age (50.36 kg).</p>
<table-wrap id="t2">
<label>Table 2</label>
<caption>
<p>Least-squares mean (&#x00B1;SE) of body measurements (cm) of Macherla sheep</p>
</caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="JAR-11-03-0433-t002.jpg"/>
</table-wrap>
<p>Among sexes, males recorded higher (P&#x003C;0.01) body weights than females, at all ages studied. Similar effect of sex on body weights also reported by <xref ref-type="bibr" rid="R8">Choudary (2013)</xref> in Macherla sheep, <xref ref-type="bibr" rid="R13">Gangaraju (2010)</xref> and <xref ref-type="bibr" rid="R19">Prasanna (2019)</xref> in North coastal sheep of Andhra Pradesh, <xref ref-type="bibr" rid="R16">Karthik <italic>et al</italic>. (2021)</xref> in Nellore Brown, <xref ref-type="bibr" rid="R21">Rani <italic>et al</italic>. (2014)</xref> in Nellore Jodipi, and <xref ref-type="bibr" rid="R14">Harini (2017)</xref> in Nellore Palla sheep of Andhra Pradesh.</p>
<p>The variation of body weights between different age groups and sexes might be due to the linearly increased body weight with the advancement of age consequently increasing the metabolic activity, muscular and skeletal growth, reproductive organs&#x2019; growth etc. The ideal birth weight had influence on the weaning weight to desirable as 17.80 kg. Heavier weaning weight indicates good mothering ability of the ewes and the growth potential of ram lambs. The mean adult body weight of Macherla sheep was 47.85 kg reflecting the breed&#x2019;s massiveness with an ideal body frame work.</p>
</sec>
<sec>
<title>Reproductive Performance</title>
<p>The reproductive performance of Macherla ewes from the farmers&#x0027; flocks (<xref ref-type="table" rid="t4">Table 4</xref>) were within the normal range of species. The age at first mating was about 1 year (357 days in males, 354 days in females). The first lamb crop was obtained at about 1.5 years (548 days) within the species specificities mentioned earlier. It can be inferred that the life time lamb crop production would be maximum due to its potential reproductive traits of early age of first service/ mating. Adequate feeding resources, ideal management practices and production system might have attributed for the ideal reproductive traits (<xref ref-type="bibr" rid="R16">Karthik <italic>et al</italic>., 2021</xref>). The reproductive traits of local Macherla sheep ewes showed that the breed was capable of producing lambing crop at an early age with high prolificacy and short lambing interval provided all input resources are optimized.</p>
<table-wrap id="t3">
<label>Table 3</label>
<caption>
<p>Least-squares mean (&#x00B1;SE) of body weights (kg) of Macherla sheep</p>
</caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="JAR-11-03-0433-t003.jpg"/>
</table-wrap>
<table-wrap id="t4">
<label>Table 4</label>
<caption>
<p>Least-squares means (&#x00B1;SE) of reproductive performance (days) of Macherla adults</p>
</caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="JAR-11-03-0433-t004.jpg"/>
</table-wrap>
<p>The reproductive trait values are comparable and marginally lower than North coastal sheep of Andhra Pradesh (<xref ref-type="bibr" rid="R13">Gangaraju, 2010</xref> and <xref ref-type="bibr" rid="R3">Anandarao, 2010</xref>) and other Indian sheep breeds and significantly lower than Nellore sheep (Rani <italic>et al.,</italic> 2014, <xref ref-type="bibr" rid="R16">Karthik <italic>et al</italic>., 2021</xref>; Reddy <italic>et al.,</italic> 2018b, <xref ref-type="bibr" rid="R14">Harini, 2017</xref>). The lambing Per centage observed in Macherla sheep (97.4 per cent) was higher than the other hairy sheep of south India such as Mandya, Nellore (<xref ref-type="bibr" rid="R2">Acharya, 1982</xref>).</p>
</sec>
<sec>
<title>Correlation between body weights and linear body measurements</title>
<p>The phenotypic correlation between body weight and linear body measurements pooled over the various ages and sexes was presented in <xref ref-type="table" rid="t5">Table 5</xref>. Present study revealed that positive, strong and significant associations were found between body weight and other linear body measurements. The associations are body length (<italic>r</italic> = 0.92), height at withers (<italic>r</italic> = 0.92), chest girth (<italic>r</italic> = 0.96), paunch girth (<italic>r</italic> = 0.92), face length (<italic>r</italic> = 0.85), face width (<italic>r</italic> = 0.48), ear length (<italic>r</italic> = 0.29), and tail length (<italic>r</italic> = 0.45). Among the body measurements, chest girth was the most strongly correlated trait with body weight (<italic>r</italic> = 0.96) than other body measurements facilitating the accurate estimation of body weight using chest girth. This highest association of chest girth with body weight was in agreement with the reports of <xref ref-type="bibr" rid="R5">Belete <italic>et al</italic>. (2017)</xref>, <xref ref-type="bibr" rid="R1">Abera (2014)</xref>, and <xref ref-type="bibr" rid="R17">Mesfin (2015)</xref> in indigenous sheep of Ethiopia. The ear length was less correlated to the body weight and other body measurements. Further, body weight was moderately correlated with face width and tail length.</p>
</sec>
<sec>
<title>Regression analysis</title>
<table-wrap id="t5">
<label>Table 5</label>
<caption>
<p>Correlation coefficients among body measurements and body weight of Macherla sheep</p>
</caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="JAR-11-03-0433-t005.jpg"/>
</table-wrap>
<table-wrap id="t6">
<label>Table 6</label>
<caption>
<p>Multiple linear regression analysis of live body weight on different LBMs for Macherla sheep</p>
</caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="JAR-11-03-0433-t006.jpg"/>
</table-wrap>
<p>Regression analysis is commonly used in animal research to describe quantitative relationships between response variable and one or more explanatory variables such as body weight and linear body measurements (body length, chest girth, height at wither etc.), especially during the lack of access to weighing equipment (<xref ref-type="bibr" rid="R7">Cankaya, 2008</xref>). In the present study, all age groups and sexes were polled for increasing accuracy of results and are presented in <xref ref-type="table" rid="t6">table 6</xref>. The results showed that the chest girth (CG) alone had highest R<sup>2</sup> (0.92) compared with other body measurements. It indicated that Chest girth was more reliable in predicting body weight than other linear body measurements at field level. The better association of body weight with chest girth was possible due to relatively larger contribution to body weight by chest girth consisting bones, muscles, and viscera (<xref ref-type="bibr" rid="R25">Thiruvenkadan, 2005</xref>). Regression analysis revealed that the combination of chest girth with height at withers and body length (BL + HT + HG) has equal R<sup>2</sup> (0.93) value compared with the other equations involving all body measurements (BL + HT + CG + PG + FL + FW + EL + TL). The scenario indicates that due to the difficulty in restraining animals under field conditions, the combination of chest girth with body length and height will be best suited for predicting body weight. Similar results were reported by Vani <italic>et al</italic>. (2018) in Nellore sheep and Michel <italic>et al</italic>. (2016) and <xref ref-type="bibr" rid="R5">Belete <italic>et al</italic>. (2017)</xref> in Ethiopian indigenous sheep.</p>
</sec>
</sec>
<sec>
<title>CONCLUSION</title>
<p>The Macherla sheep are comparable and differentiated from the established sheep breeds of India because of the distinct phenotypic pattern and good productive and reproductive performances. The local Macherla sheep can be characterized by its strong and heavy body size, attractive coat color, high lambing percentage, and good adoptability to local climatic conditions. The observed growth and reproductive performances of Macherla sheep were optimum under Indian conditions. The influence of district on morphological and productive parameters indicates the variation in terms of resources and management. Regression analysis revealed that the measurement of chest girth alone or a combination of chest girth, height at withers and body length are best suited for predicting body weights under field conditions. The study also concluded that the selective breeding and optimizing the managemental techniques might cause further improvement in Macherla sheep.</p>
</sec>
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<back>
<ref-list>
<ref id="R1"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Abera</surname>, <given-names>B.</given-names></string-name>, <string-name><surname>Kebede</surname>, <given-names>K.</given-names></string-name>, <string-name><surname>Gizaw</surname>, <given-names>S.</given-names></string-name>, <string-name><surname>Feyera</surname>, <given-names>T.</given-names></string-name></person-group> <year>2014</year>. <article-title>On-farm phenotypic characterization of indigenous sheep types in Selale area, Central Ethiopia</article-title>. <source>J. Vet. Sci. Technol.</source>, <volume>5</volume>: <fpage>180</fpage>.</mixed-citation></ref>
<ref id="R2"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Acharya</surname>, <given-names>R.M.</given-names></string-name></person-group> <year>1982</year>. <article-title>FAO animal production and health paper 30.</article-title> <source>Food and Agriculture Organisation of the United Nations, Rome</source>.</mixed-citation></ref>
<ref id="R3"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ananda Rao</surname>, <given-names>K.</given-names></string-name></person-group> <year>2010</year>. <article-title>Analysis of Sheep production systems of North Coastal Zone of Andhra Pradesh MVSc.</article-title> <source>Sri Venkateswara Veterinary University, Tirupati</source>.</mixed-citation></ref>
<ref id="R4"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Banerjee</surname>, <given-names>G.C.</given-names></string-name></person-group> <year>1991</year>. <source>A text book of Animal Husbandry.</source> <publisher-name>Oxford &#x0026; IBH publishing Co.</publisher-name>, <publisher-loc>New Delhi</publisher-loc>.</mixed-citation></ref>
<ref id="R5"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Belete</surname>, <given-names>A.</given-names></string-name>, <string-name><surname>Tadesse</surname>, <given-names>A.</given-names></string-name>, <string-name><surname>Eshetu</surname>, <given-names>A.</given-names></string-name></person-group> <year>2017</year>. <article-title>Phenotypic Characterization of Indigenous Sheep Types in Bale Zone,Oromia Regional State, Ethiopia</article-title>. <source>J. Vet. Sci. Technol</source>, <volume>8</volume>(<issue>4</issue>):<fpage>1</fpage>-<lpage>7</lpage>.</mixed-citation></ref>
<ref id="R6"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Bhatia</surname>, <given-names>S.</given-names></string-name>, <string-name><surname>Arora</surname>, <given-names>R.</given-names></string-name></person-group> <year>2010</year>. <article-title>Lesser-known ovine germplasman under evaluated asset of India</article-title>. <source>Indian J. Anim. Sci</source>., <volume>80</volume>: <fpage>880</fpage>-<lpage>890</lpage>.</mixed-citation></ref>
<ref id="R7"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Cankaya</surname>, <given-names>S.</given-names></string-name></person-group> <year>2008</year>. <article-title>A comparative study of some estimation methods for parameters and effects of outliers in simple regression model for research on small ruminants</article-title> <source>Ondokuz Mayis University, Biometry and Genetics Unit, Kurupelit / Samsun, Turkey</source>.</mixed-citation></ref>
<ref id="R8"><mixed-citation publication-type="thesis"><person-group person-group-type="author"><string-name><surname>Choudary</surname>, <given-names>P.V.</given-names></string-name></person-group> <year>2013</year>. <source>Characterization of Macherla brown sheep, M.V.Sc Thesis submitted to Sri Venkateswara Veterinary University, Tirupati</source>.</mixed-citation></ref>
<ref id="R9"><mixed-citation publication-type="web"><collab>DAHD</collab>. <year>2019</year>. <comment><ext-link ext-link-type="uri" xlink:href="http://dahd.nic.in/dahd/statistics.aspx">http://dahd.nic.in/dahd/statistics.aspx</ext-link></comment></mixed-citation></ref>
<ref id="R10"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Dass</surname>, <given-names>N.</given-names></string-name></person-group> <year>2000</year>. <article-title>Reproductive performance of Muzaffarnagri sheep and its crossbred progeny</article-title>. <source>Indian J. Anim. Sci</source>., <volume>70</volume>: <fpage>426</fpage>-<lpage>427</lpage>.</mixed-citation></ref>
<ref id="R11"><mixed-citation publication-type="journal"><collab>FAO</collab>. <year>2000</year>. <source>World Watch list for domestic animal diversity</source>. <edition>3</edition><sup>rd</sup> edition. (Ed. <person-group person-group-type="editor"><string-name><given-names>Beate D.</given-names> <surname>Scherf</surname></string-name></person-group>). <publisher-name>FAO of United Nations</publisher-name>, <publisher-loc>Rome, Italy</publisher-loc>.</mixed-citation></ref>
<ref id="R12"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><given-names>Firas R.</given-names> <surname>Al-Samarai</surname></string-name>, <string-name><surname>Abdulkareem</surname> <given-names>A.</given-names></string-name> and <string-name><surname>Al-Kazaz</surname></string-name></person-group>. <year>2015</year>. <article-title>Applications of Molecular Markers in Animal Breeding: A Review</article-title>. <source>Am. J. Appl. Sci. Res.</source>, <volume>1</volume>(<issue>1</issue>):<fpage>1</fpage>-<lpage>5</lpage>.</mixed-citation></ref>
<ref id="R13"><mixed-citation publication-type="thesis"><person-group person-group-type="author"><string-name><surname>Gangaraju</surname>, <given-names>G.</given-names></string-name></person-group> <year>2010</year>. <article-title>Studies on Characterization and Performance of Vizianagaram Sheep of North Coastal Andhra Pradesh</article-title>, <source>Ph.D. Thesis. Sri Venkateswara Veterinary University, Tirupati</source>.</mixed-citation></ref>
<ref id="R14"><mixed-citation publication-type="thesis"><person-group person-group-type="author"><string-name><surname>Harini</surname>, <given-names>K.</given-names></string-name></person-group> <year>2017</year>. <article-title>A study on morphological and genetic variation in Nellore Palla sheep.</article-title> <source>M.V.Sc. Thesis. Sri Venkateswara Veterinary University, Tirupati</source>.</mixed-citation></ref>
<ref id="R15"><mixed-citation publication-type="web"><person-group person-group-type="author"><string-name><surname>Hyder</surname> <given-names>I.</given-names></string-name>, <string-name><surname>Pasumarti</surname> <given-names>M.</given-names></string-name>, <string-name><surname>Reddy</surname> <given-names>P.R.</given-names></string-name>, <string-name><surname>Prasad</surname> <given-names>C.S.</given-names></string-name>, <string-name><surname>Kumar</surname> <given-names>K.A.</given-names></string-name>, <string-name><surname>Sejian</surname> <given-names>V.</given-names></string-name></person-group> <year>2017</year> <article-title>Thermotolerance in Domestic Ruminants: A HSP70 Perspective</article-title>. <person-group person-group-type="editor"><string-name><surname>Asea</surname> <given-names>A.</given-names></string-name>, <string-name><surname>Kaur</surname> <given-names>P.</given-names></string-name> (eds)</person-group> <source>Heat Shock Proteins in Veterinary Medicine and Sciences. Heat Shock Proteins</source>, vol <volume>12</volume>. <publisher-name>Springer</publisher-name>, <publisher-loc>Cham</publisher-loc>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/978-3-319-73377-7_1">https://doi.org/10.1007/978-3-319-73377-7_1</ext-link></comment></mixed-citation></ref>
<ref id="R16"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Karthik</surname>, <given-names>D.</given-names></string-name>, <string-name><surname>Suresh</surname>, <given-names>J.</given-names></string-name>, <string-name><surname>Reddy</surname>, <given-names>Y.R.</given-names></string-name>, <string-name><surname>Sharma</surname>, <given-names>G.R.K.</given-names></string-name>, <string-name><surname>Ramana</surname>, <given-names>J.V.</given-names></string-name>, <string-name><surname>Gangaraju</surname>, <given-names>G.</given-names></string-name></person-group> <year>2021</year>. <article-title>Farming systems in sheep rearing: Impact on growth and reproductive performance, nutrient digestibility, disease incidence and heat stress indices</article-title>. <source>PLoS ONE</source> <volume>16</volume>(<issue>1</issue>):<fpage>e0244922</fpage>.</mixed-citation></ref>
<ref id="R17"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Mesfin</surname>, <given-names>A.</given-names></string-name></person-group> <year>2015</year>. <article-title>On farm phenotypic characterization of indigenous sheep types and their production system in Wolaita Zone, Southern Ethiopia.</article-title> <source>Haramaya University, Ethiopia</source>.</mixed-citation></ref>
<ref id="R18"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Michael</surname>, <given-names>A.</given-names></string-name>, <string-name><surname>Kefelegn</surname>, <given-names>K.</given-names></string-name>, <string-name><surname>Yoseph</surname>, <given-names>M.</given-names></string-name></person-group> <year>2016</year>. <article-title>Phenotypic characterization of indigenous sheep types in Northern Ethiopia</article-title>. <source>J. Nat. Sci. Res.,</source> <volume>6</volume>(<issue>15</issue>):<fpage>16</fpage>-<lpage>27</lpage>.</mixed-citation></ref>
<ref id="R19"><mixed-citation publication-type="thesis"><person-group person-group-type="author"><string-name><surname>Prasanna</surname>, <given-names>B.</given-names></string-name></person-group> <year>2019</year>. <article-title>Molecular genetic analysis of vizizanagaram sheep using microsatellite markers.</article-title> <source>Thesis submitted to Sri Venkateswara Veterinary University, Tirupati</source>.</mixed-citation></ref>
<ref id="R20"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Rajanna</surname>, <given-names>N.</given-names></string-name>, <string-name><surname>Mahendran</surname>, <given-names>M.</given-names></string-name>, <string-name><surname>Thammi Raju</surname>, <given-names>D.</given-names></string-name>, <string-name><surname>Ragunandan</surname>, <given-names>T.</given-names></string-name>, <string-name><surname>Nagalashmi</surname>, <given-names>D.</given-names></string-name>, <string-name><surname>Sreenivasarao</surname>, <given-names>D.</given-names></string-name></person-group> <year>2012</year>. <article-title>SocioEconomic status and flock management practices of sheep farmers in Telangana region of Andhra Pradesh</article-title>. <source>Vet. Res.,</source> <volume>5</volume>: <fpage>37</fpage>-<lpage>40</lpage>.</mixed-citation></ref>
<ref id="R21"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Rani</surname>, <given-names>M.</given-names></string-name>, <string-name><surname>Ekambaram</surname>, <given-names>B.</given-names></string-name> and <string-name><surname>Punya Kumari</surname>, <given-names>B.</given-names></string-name></person-group> <year>2014</year>. <article-title>Biometrical measurements of nellore sheep under field conditions of Andhra Pradesh</article-title>. <source>Indian Vet. J.,</source> <volume>91</volume>(<issue>05</issue>):<fpage>17</fpage>-<lpage>21</lpage>.</mixed-citation></ref>
<ref id="R22"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Reddy</surname>, <given-names>P.P.R.</given-names></string-name>, <string-name><surname>Vinoo</surname>, <given-names>R.</given-names></string-name>, <string-name><surname>Muralidhar</surname>, <given-names>M.</given-names></string-name>, <string-name><surname>Venkatasesaiah</surname>, <given-names>C.H.</given-names></string-name>, <string-name><surname>Aswani Kumar</surname>, <given-names>K.</given-names></string-name>, <string-name><surname>Sudhakar</surname>, <given-names>K.</given-names></string-name></person-group> <year>2020</year>. <article-title>Socio-economic status, sheep husbandry practices and morphological patterns of macherla sheep, a lesser-known sheep breed of Andhra Pradesh</article-title>. <source>J. Anim. Res</source>., <volume>10</volume>(<issue>5</issue>):<fpage>827</fpage>-<lpage>835</lpage>.</mixed-citation></ref>
<ref id="R23"><mixed-citation publication-type="thesis"><person-group person-group-type="author"><string-name><surname>Reddy</surname>, <given-names>V.V.D.</given-names></string-name></person-group> <year>2015</year>. <article-title>A study on productive and reproductive performance of Nellore brown sheep</article-title>, <source>M.V.Sc Thesis submitted to Sri Venkateswara Veterinary University, Tirupati</source>.</mixed-citation></ref>
<ref id="R24"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Snedecor</surname>, <given-names>G.W.</given-names></string-name>, <string-name><surname>Cochran</surname>, <given-names>W.G.</given-names></string-name></person-group> <year>1989</year>. <source>Statistical Methods</source>. (<edition>8</edition><sup>th</sup> edn.) <publisher-name>Iowa state University Press</publisher-name>, <publisher-loc>Ames, lowa</publisher-loc>.pp.<fpage>xx</fpage>+<lpage>503</lpage>.</mixed-citation></ref>
<ref id="R25"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Thiruvenkadan</surname>, <given-names>A.K.</given-names></string-name></person-group> <year>2005</year>. <article-title>Determination of best-fitted regression model for estimation of body weight in Kanni Adu Kids under farmers management system</article-title>. <source>Livestock res Rural Dev</source>., <volume>17</volume>(<issue>7</issue>):<fpage>11</fpage>.</mixed-citation></ref>
</ref-list>
</back>
</article>