Pregnancy Loss (28–110 Days of Pregnancy) in Holstein Cows: A Retrospective Study
Abstract
:Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Ethics Statement
2.2. Herds and Management
2.3. Recorded Data
2.4. Conception Rate: Descriptive Results
2.5. Statistical Analyses
3. Results
Logistic Regression Models on Pregnancy Loss Probability, Including all Recorded Factors and Different Data Subsets
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- Santos, J.E.P.; Thatcher, W.W.; Chebel, R.C.; Cerri, R.L.A.; Galvão, K.N. The effect of embryonic death rates in cattle on the efficacy of estrus synchronization programs. Anim. Reprod. Sci. 2004, 82–83, 513–535. [Google Scholar] [CrossRef]
- Cabrera, V.E. A simple formulation and solution to the replacement problem: A practical tool to assess the economic cow value, the value of a new pregnancy, and the cost of a pregnancy loss. J. Dairy Sci. 2012, 95, 4683–4698. [Google Scholar] [CrossRef]
- Wiltbank, M.C.; Baez, G.M.; Garcia-Guerra, A.; Toledo, M.Z.; Monteiro, P.L.J.; Melo, L.F.; Ochoa, J.C.; Santos, J.E.P.; Sartori, R. Pivotal periods for pregnancy loss during the first trimester of gestation in lactating dairy cows. Theriogenology 2016, 86, 239–253. [Google Scholar] [CrossRef]
- Ealy, A.D.; Seekford, Z.K. Symposium review: Predicting pregnancy loss in dairy cattle. J. Dairy Sci. 2019, 102, 11798–11804. [Google Scholar] [CrossRef]
- García-Ispierto, I.; López-Gatius, F.; Santolaria, P.; Yániz, J.L.; Nogareda, C.; López-Béjar, M.; De Rensis, F. Relationship between heat stress during the peri-implantation period and early fetal loss in dairy cattle. Theriogenology 2006, 65, 799–807. [Google Scholar] [CrossRef] [PubMed]
- Lee, J.-I.; Kim, I.-H. Pregnancy loss in dairy cows: The contributing factors, the effects on reproductive performance and the economic impact. J. Vet. Sci. 2007, 8, 283. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Labèrnia, J.; López-Gatius, F.; Santolaria, P.; López-Béjar, M.; Rutllant, J. Influence of management factors on pregnancy attrition in dairy cattle. Theriogenology 1996, 45, 1247–1253. [Google Scholar] [CrossRef]
- Grimard, B.; Freret, S.; Chevallier, A.; Pinto, A.; Ponsart, C.; Humblot, P. Genetic and environmental factors influencing first service conception rate and late embryonic/foetal mortality in low fertility dairy herds. Anim. Reprod. Sci. 2006, 91, 31–44. [Google Scholar] [CrossRef] [PubMed]
- López-Gatius, F. Factors of a noninfectious nature affecting fertility after artificial insemination in lactating dairy cows. A review. Theriogenology 2012, 77, 1029–1041. [Google Scholar] [CrossRef]
- Kelley, D.E.; Galvão, K.N.; Mortensen, C.J.; Risco, C.A.; Ealy, A.D. Using Doppler ultrasonography on day 34 of pregnancy to predict pregnancy loss in lactating dairy cattle. J. Dairy Sci. 2017, 100, 3266–3271. [Google Scholar] [CrossRef]
- Martins, J.P.N.; Wang, D.; Mu, N.; Rossi, G.F.; Martini, A.P.; Martins, V.R.; Pursley, J.R. Level of circulating concentrations of progesterone during ovulatory follicle development affects timing of pregnancy loss in lactating dairy cows. J. Dairy Sci. 2018, 101, 10505–10525. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Nyman, S.; Gustafsson, H.; Berglund, B. Extent and pattern of pregnancy losses and progesterone levels during gestation in Swedish Red and Swedish Holstein dairy cows. Acta Vet. Scand. 2018, 60. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Gatea, A.O.; Smith, M.F.; Pohler, K.G.; Egen, T.; Pereira, M.H.C.; Vasconselos, J.L.M.; Lawrence, J.C.; Green, J.A. The ability to predict pregnancy loss in cattle with ELISAs that detect pregnancy associated glycoproteins is antibody dependent. Theriogenology 2018, 108, 269–276. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Northrop, E.J.; Rich, J.J.J.; Rhoades, J.R.; Perry, G.A. Comparison of two bovine serum pregnancy tests in detection of artificial insemination pregnancies and pregnancy loss in beef cattle. PLoS ONE 2019, 14, e0211179. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Madureira, A.M.L.; Polsky, L.B.; Burnett, T.A.; Silper, B.F.; Soriano, S.; Sica, A.F.; Pohler, K.G.; Vasconcelos, J.L.M.; Cerri, R.L.A. Intensity of estrus following an estradiol-progesterone-based ovulation synchronization protocol influences fertility outcomes. J. Dairy Sci. 2019, 102, 3598–3608. [Google Scholar] [CrossRef] [Green Version]
- Gehrke, M.; Zbylut, J. Factors connected with pregnancy loss in dairy cows. Bull. Vet. Inst. Pulawy 2011, 55, 457–464. [Google Scholar]
- Souza, F.; Carneiro, L.C.; Cesar, J.; dos Santos, R.M. Non-infectious causes that increase early and mid-to-late pregnancy loss rates in a crossbreed dairy herd. Trop. Anim. Health Prod. 2019, 51, 759–765. [Google Scholar] [CrossRef]
- Heidari, F.; Dirandeh, E.; Ansari Pirsaraei, Z.; Colazo, M.G. Modifications of the G6G timed-AI protocol improved pregnancy per AI and reduced pregnancy loss in lactating dairy cows. Animal 2017, 11, 2002–2009. [Google Scholar] [CrossRef] [Green Version]
- Wijma, R.; Stangaferro, M.L.; Masello, M.; Granados, G.E.; Giordano, J.O. Resynchronization of ovulation protocols for dairy cows including or not including gonadotropin-releasing hormone to induce a new follicular wave: Effects on re-insemination pattern, ovarian responses, and pregnancy outcomes. J. Dairy Sci. 2017, 100, 7613–7625. [Google Scholar] [CrossRef] [Green Version]
- Niozas, G.; Tsousis, G.; Steinhöfel, I.; Brozos, C.; Römer, A.; Wiedemann, S.; Bollwein, H.; Kaske, M. Extended lactation in high-yielding dairy cows. I. Effects on reproductive measurements. J. Dairy Sci. 2019, 102, 799–810. [Google Scholar] [CrossRef] [Green Version]
- Borchardt, S.; Haimerl, P.; Heuwieser, W. Effect of insemination after estrous detection on pregnancy per artificial insemination and pregnancy loss in a Presynch-Ovsynch protocol: A meta-analysis. J. Dairy Sci. 2016, 99, 2248–2256. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Martins, J.P.N.; Acevedo, M.J.T.; Cunha, T.O.; Piterini, C.; Pursley, J.R. The effect of presynchronization with prostaglandin F2α and gonadotropin-releasing hormone simultaneously, 7 d before Ovsynch, compared with Presynch-10/Ovsynch on luteal function and first-service pregnancies per artificial insemination. J. Dairy Sci. 2017, 100, 5107–5116. [Google Scholar] [CrossRef] [Green Version]
- Santos, J.E.P.; Rutigliano, H.M.; Sá Filho, M.F. Risk factors for resumption of postpartum estrous cycles and embryonic survival in lactating dairy cows. Anim. Reprod. Sci. 2009, 110, 207–221. [Google Scholar] [CrossRef] [PubMed]
- Lima, F.S.; Bisinotto, R.S.; Ribeiro, E.S.; Ayres, H.; Greco, L.F.; Galvão, K.N.; Risco, C.A.; Thatcher, W.W.; Santos, J.E.P. Effect of one or three timed artificial inseminations before natural service on reproductive performance of lactating dairy cows not observed for detection of estrus. Theriogenology 2012, 77, 1918–1927. [Google Scholar] [CrossRef] [PubMed]
- Diskin, M.G.; Parr, M.H.; Morris, D.G. Embryo death in cattle: An update. Reprod. Fertil. Dev. 2011, 24, 244–251. [Google Scholar] [CrossRef] [PubMed]
- Diskin, M.G.; Waters, S.M.; Parr, M.H.; Kenny, D.A. Pregnancy losses in cattle: Potential for improvement. Reprod. Fertil. Dev. 2016, 28, 83–93. [Google Scholar] [CrossRef]
- COUNCIL DIRECTIVE 98/58/EC of 20 July 1998 Concerning the Protection of Animals Kept for Farming Purposes 1998. Available online: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX%3A31998L0058 (accessed on 20 January 2020).
- Moreira, F.; Orlandi, C.; Risco, C.A.; Mattos, R.; Lopes, F.; Thatcher, W.W. Effects of presynchronization and bovine somatotropin on pregnancy rates to a timed artificial insemination protocol in lactating dairy cows. J. Dairy Sci. 2001, 84, 1646–1659. [Google Scholar] [CrossRef]
- Souza, A.H.; Ayres, H.; Ferreira, R.M.; Wiltbank, M.C. A new presynchronization system (Double-Ovsynch) increases fertility at first postpartum timed AI in lactating dairy cows. Theriogenology 2008, 70, 208–215. [Google Scholar] [CrossRef]
- Bello, N.M.; Steibel, J.P.; Pursley, J.R. Optimizing ovulation to first GnRH improved outcomes to each hormonal injection of ovsynch in lactating dairy cows. J. Dairy Sci. 2006, 89, 3413–3424. [Google Scholar] [CrossRef] [Green Version]
- Ribeiro, E.S.; Bisinotto, R.S.; Favoreto, M.G.; Martins, L.T.; Cerri, R.L.A.; Silvestre, F.T.; Greco, L.F.; Thatcher, W.W.; Santos, J.E.P. Fertility in dairy cows following presynchronization and administering twice the luteolytic dose of prostaglandin F2α as one or two injections in the 5-day timed artificial insemination protocol. Theriogenology 2012, 78, 273–284. [Google Scholar] [CrossRef]
- Pursley, J.R.; Mee, M.O.; Wiltbank, M.C. Synchronization of ovulation in dairy cows using PGF2α and GnRH. Theriogenology 1995, 44, 915–923. [Google Scholar] [CrossRef]
- Brusveen, D.J.; Souza, A.H.; Wiltbank, M.C. Effects of additional prostaglandin F2alpha and estradiol-17beta during Ovsynch in lactating dairy cows. J. Dairy Sci. 2009, 92, 1412–1422. [Google Scholar] [CrossRef] [PubMed]
- Lamb, G.C.; Stevenson, J.S.; Kesler, D.J.; Garverick, H.A.; Brown, D.R.; Salfen, B.E. Inclusion of an intravaginal progesterone insert plus GnRH and prostaglandin F2alpha for ovulation control in postpartum suckled beef cows. J. Anim. Sci. 2001, 79, 2253–2259. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Santos, J.E.P.; Narciso, C.D.; Rivera, F.; Thatcher, W.W.; Chebel, R.C. Effect of reducing the period of follicle dominance in a timed artificial insemination protocol on reproduction of dairy cows. J. Dairy Sci. 2010, 93, 2976–2988. [Google Scholar] [CrossRef] [Green Version]
- Bridges, G.A.; Helser, L.A.; Grum, D.E.; Mussard, M.L.; Gasser, C.L.; Day, M.L. Decreasing the interval between GnRH and PGF2alpha from 7 to 5 days and lengthening proestrus increases timed-AI pregnancy rates in beef cows. Theriogenology 2008, 69, 843–851. [Google Scholar] [CrossRef]
- López-Gatius, F.; Andreu-Vázquez, C.; Mur-Novales, R.; Cabrera, V.E.; Hunter, R.H.F. The dilemma of twin pregnancies in dairy cattle. A review of practical prospects. Livest. Sci. 2017, 197, 12–16. [Google Scholar] [CrossRef]
- López-Gatius, F.; García-Ispierto, I.; Hunter, R.H.F. Factors affecting spontaneous reduction of corpora lutea and twin embryos during the late embryonic/early fetal period in multiple-ovulating dairy cows. Theriogenology 2010, 73, 293–299. [Google Scholar] [CrossRef]
- Starbuck, M.J.; Dailey, R.A.; Inskeep, E.K. Factors affecting retention of early pregnancy in dairy cattle. Anim. Reprod. Sci. 2004, 84, 27–39. [Google Scholar] [CrossRef]
- Pereira, R.V.; Siler, J.D.; Ng, J.C.; Davis, M.A.; Grohn, Y.T.; Warnick, L.D. Effect of on-farm use of antimicrobial drugs on resistance in fecal Escherichia coli of preweaned dairy calves. J. Dairy Sci. 2014, 97, 7644–7654. [Google Scholar] [CrossRef] [Green Version]
- Pereira, M.H.C.; Wiltbank, M.C.; Barbosa, L.F.S.P.; Costa, W.M.; Carvalho, M.a.P.; Vasconcelos, J.L.M. Effect of adding a gonadotropin-releasing-hormone treatment at the beginning and a second prostaglandin F2α treatment at the end of an estradiol-based protocol for timed artificial insemination in lactating dairy cows during cool or hot seasons of the year. J. Dairy Sci. 2015, 98, 947–959. [Google Scholar] [CrossRef] [Green Version]
- Bisinotto, R.S.; Ribeiro, E.S.; Martins, L.T.; Marsola, R.S.; Greco, L.F.; Favoreto, M.G.; Risco, C.A.; Thatcher, W.W.; Santos, J.E.P. Effect of interval between induction of ovulation and artificial insemination (AI) and supplemental progesterone for resynchronization on fertility of dairy cows subjected to a 5-d timed AI program. J. Dairy Sci. 2010, 93, 5798–5808. [Google Scholar] [CrossRef] [PubMed]
- Lonergan, P. Influence of progesterone on oocyte quality and embryo development in cows. Theriogenology 2011, 76, 1594–1601. [Google Scholar] [CrossRef] [PubMed]
- Barkallah, M.; Gharbi, Y.; Hassena, A.B.; Slima, A.B.; Mallek, Z.; Gautier, M.; Greub, G.; Gdoura, R.; Fendri, I. Survey of infectious etiologies of bovine abortion during mid- to late gestation in dairy herds. PLoS ONE 2014, 9, e91549. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Chebel, R.C.; Santos, J.E.P.; Cerri, R.L.A.; Rutigliano, H.M.; Bruno, R.G.S. Reproduction in dairy cows following progesterone insert presynchronization and resynchronization protocols. J. Dairy Sci. 2006, 89, 4205–4219. [Google Scholar] [CrossRef]
- Chebel, R.C.; Santos, J.E.P. Effect of inseminating cows in estrus following a presynchronization protocol on reproductive and lactation performances. J. Dairy Sci. 2010, 93, 4632–4643. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Bisinotto, R.S.; Castro, L.O.; Pansani, M.B.; Narciso, C.D.; Martinez, N.; Sinedino, L.D.P.; Pinto, T.L.C.; Van de Burgwal, N.S.; Bosman, H.M.; Surjus, R.S.; et al. Progesterone supplementation to lactating dairy cows without a corpus luteum at initiation of the Ovsynch protocol. J. Dairy Sci. 2015, 98, 2515–2528. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Borchardt, S.; Haimerl, P.; Pohl, A.; Heuwieser, W. Evaluation of prostaglandin F2α versus prostaglandin F2α plus gonadotropin-releasing hormone as Presynch methods preceding an Ovsynch in lactating dairy cows: A meta-analysis. J. Dairy Sci. 2017, 100, 4065–4077. [Google Scholar] [CrossRef]
- Carvalho, P.D.; Santos, V.G.; Giordano, J.O.; Wiltbank, M.C.; Fricke, P.M. Development of fertility programs to achieve high 21-day pregnancy rates in high-producing dairy cows. Theriogenology 2018, 114, 165–172. [Google Scholar] [CrossRef]
Reproductive Strategy | Farms | Breedings by Strategy | ||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | |||||||||||
AIs | % | AIs | % | AIs | % | AIs | % | AIs | % | AIs | % | AIs | % | AIs | % | AIs | % | |
PRES | 364 | 10.8 | 180 | 2.8 | 544 | 2.8 | ||||||||||||
DOV | 132 | 16.3 | 10 | 0.2 | 190 | 12.4 | 121 | 3.6 | 453 | 2.3 | ||||||||
G6G | 84 | 10.3 | 31 | 4.4 | 628 | 33.7 | 1046 | 25.5 | 367 | 24.0 | 423 | 71.8 | 753 | 11.7 | 3332 | 17.1 | ||
OVS | 155 | 19.1 | 28 | 3.9 | 978 | 23.8 | 401 | 11.9 | 928 | 14.4 | 2490 | 12.8 | ||||||
OVS-IPD | 92 | 11.3 | 10 | 0.2 | 353 | 5.5 | 455 | 2.3 | ||||||||||
5dOVS | 540 | 35.3 | 47 | 8.0 | 587 | 3.0 | ||||||||||||
5dCO | 401 | 21.5 | 401 | 2.1 | ||||||||||||||
5dCO-IPD | 560 | 30.0 | 560 | 2.9 | ||||||||||||||
OE | 349 | 43.0 | 651 | 91.7 | 276 | 14.8 | 2059 | 50.2 | 433 | 28.3 | 118 | 20.1 | 2482 | 73.7 | 4002 | 61.9 | 10,370 | 53.4 |
NS | 245 | 3.8 | 245 | 1.3 | ||||||||||||||
Breedings by farm | 812 | 4.2 | 710 | 3.7 | 1865 | 9.6 | 4103 | 21.1 | 1530 | 7.9 | 588 | 3.0 | 3368 | 17.3 | 6461 | 33.2 | 19,437 |
Reproductive Strategy | Cattle Type | Breedings by Strategy | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Heifer | Primiparous | Multiparous | |||||||||
AIs | (n/N) % | % * | AIs | (n/N) % | % * | AIs | (n/N) % | % * | AIs | % | |
PRES | 3 | (3/544) 0.5 | 0.1 | 160 | (160/544) 29.4 | 2.7 | 382 | (382/544) 70.1 | 3.5 | 544 | 2.8 |
DOV | 296 | (296/453) 65.3 | 5.0 | 157 | (157/453) 34.7 | 1.4 | 453 | 2.3 | |||
G6G | 985 | (985/3332) 29.5 | 16.5 | 2,347 | (2347/3332) 70.4 | 21.5 | 3332 | 17.1 | |||
OVS | 17 | (17/2490) 0.6 | 0.6 | 802 | (802/2490) 32.2 | 13.5 | 1,667 | (1667/2490) 66.9 | 15.3 | 2490 | 12.8 |
OVS-IPD | 267 | (267/455) 58.7 | 10.4 | 70 | (70/455) 15.4 | 1.2 | 118 | (118/455) 25.9 | 1.1 | 455 | 2.3 |
5dOVS | 159 | (159/587) 27.1 | 2.7 | 428 | (428/587) 72.6 | 3.9 | 587 | 3.0 | |||
5dCO | 189 | (189/401) 47.1 | 3.1 | 212 | (212/401) 52.9 | 2.0 | 401 | 2.1 | |||
5dCO-IPD | 262 | (262/560) 46.8 | 4.4 | 298 | (298/560) 53.2 | 2.7 | 560 | 2.9 | |||
OE | 2074 | (2074/10,370) 20.0 | 81.1 | 3024 | (3024/10,370) 29.2 | 50.7 | 5,272 | (5272/10,370) 50.8 | 48.3 | 10,370 | 53.4 |
NS | 198 | (198/245) 80.8 | 7.8 | 13 | (13/245) 5.3 | 0.2 | 34 | (34/245) 13.9 | 0.3 | 245 | 1.3 |
Breedings by cattle type | 2557 | (2557/19,437) 13.1 | 5965 | (5965/19,437) 30.7 | 10,915 | (10,915/19,437) 56.2 | 19,437 |
Farm n | Pregnancies/AI | CR (%) | Reproductive Strategy | Pregnancies/AI | CR (%) |
---|---|---|---|---|---|
1 | 226/812 | 27.8 | PRES | 152/544 | 27.9 |
2 | 294/710 | 41.4 | DOV | 167/453 | 36.9 |
3 | 853/1865 | 45.7 | G6G | 1353/3332 | 40.6 |
4 | 1290/4103 | 31.4 | OVS | 687/2490 | 27.5 |
5 | 616/1530 | 40.3 | OVS-IPD | 143/455 | 31.4 |
6 | 276/588 | 46.9 | 5dOVS | 224/587 | 38.2 |
7 | 1229/3368 | 36.5 | 5dCO | 168/401 | 41.9 |
8 | 1912/6461 | 29.6 | 5dCO-IPD | 237/560 | 42.3 |
OE | 3364/10,370 | 32.4 | |||
NS | 201/245 | 82.0 | |||
Season | Pregnancies/AI | CR (%) | AI-rank | Pregnancies/AI | CR (%) |
Cool | 5360/14,629 | 36.6 | First AI | 2692/7094 | 37.9 |
Warm | 1336/4808 | 27.8 | Second AI | 3184/9066 | 35.1 |
≥3rd AI | 820/3277 | 25.0 | |||
Cattle type | Pregnancies/AI | CR (%) | Type of AI | Pregnancies/AI | CR (%) |
Heifers | 1288/2557 | 50.4 | FTAI | 3131/8822 | 35.5 |
Primiparous | 2066/5965 | 34.6 | OE and NS | 3565/10,615 | 33.6 |
Multiparous | 3342/10,915 | 30.6 | |||
Previous PL/lactation | Pregnancies/AI | CR (%) | Previous PL/life | Pregnancies/AI | CR (%) |
No previous PL | 6253/18,055 | 34.6 | No previous PL | 1675/3947 | 42.4 |
Previous PL | 443/1382 | 32.1 | Previous PL | 517/1667 | 31.0 |
Reproductive Strategy | Farms | PL by Strategy | ||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | |||||||||||
n/N | % | n/N | % | n/N | % | n/N | % | n/N | % | n/N | % | n/N | % | n/N | % | n/N | % | |
PRES | 21/109 | 19.3 | 14/43 | 32.6 | 35/152 | 23.0 | ||||||||||||
DOV | 5/50 | 16.3 | 1/2 | 50.0 | 12/89 | 14.5 | 4/26 | 15.4 | 22/167 | 13.2 | ||||||||
G6G | 3/24 | 12.5 | 1/16 | 6.3 | 33/346 | 9.5 | 69/413 | 16.7 | 24/130 | 18.5 | 21/197 | 10.7 | 23/227 | 10.1 | 174/ 1353 | 12.9 | ||
OVS | 3/38 | 7.9 | 1/7 | 14.3 | 27/298 | 9.1 | 4/26 | 15.4 | 40/239 | 16.7 | 93/687 | 9.4 | ||||||
OVS-IPD | 1/13 | 7.7 | 10 | 0.2 | 10/130 | 7.7 | 11/143 | 7.7 | ||||||||||
5dOVS | 21/213 | 9.9 | 0/11 | 0.0 | 21/224 | 9.4 | ||||||||||||
5dCO | 19/168 | 11.3 | 19/168 | 11.3 | ||||||||||||||
5dCO-IPD | 24/237 | 10.1 | 24/237 | 10.1 | ||||||||||||||
OE | 9/101 | 8.9 | 23/271 | 8.5 | 11/102 | 10.8 | 66/577 | 11.4 | 15/184 | 8.2 | 9/68 | 13.2 | 131/989 | 13.2 | 157/1072 | 14.6 | 421/ 3365 | 12.5 |
NS | 2/201 | 1.0 | 2/201 | 1.0 | ||||||||||||||
PL by farm n/N % | 21/ 226 | 9.3 | 25/ 294 | 8.5 | 87/ 853 | 10.2 | 163/ 1290 | 12.6 | 72/ 616 | 11.7 | 30/ 276 | 10.9 | 178/ 1229 | 14.5 | 246/ 1912 | 12.9 | 822/ 6696 | 12.3 |
Factors | Class | n/N | PL (%) | Odds Ratio | 95% Confidence Interval | p-Value | ||
---|---|---|---|---|---|---|---|---|
Year | 2015, reference | 110/583 | 18.9 | |||||
2016 | 500/3318 | 15.1 | 0.73 | 0.569 | - | 0.889 | 0.01 | |
2017 | 176/2402 | 7.9 | 0.32 | 0.246 | - | 0.428 | <0.01 | |
2018 | 36/393 | 9.2 | 0.43 | 0.285 | - | 0.651 | <0.01 | |
Season | Cool, reference | 636/5360 | 11.9 | |||||
Warm | 186/1362 | 13.9 | 1.10 | 0.912 | - | 1.319 | 0.32 | |
AI. rank | First AI, reference | 372/2692 | 13.8 | |||||
≥2nd AI | 450/4004 | 11.2 | 0.73 | 0.605 | - | 0.876 | <0.01 | |
Parity | Heifer, reference | 89/1288 | 6.9 | |||||
Primiparous | 223/2066 | 10.8 | 1.35 | 1.019 | - | 1.803 | 0.04 | |
Multiparous | 510/3342 | 15.3 | 2.02 | 1.546 | - | 2.654 | <0.01 | |
AI type | FTAI, reference | 399/3131 | 12.7 | - | ||||
OE + NS | 423/3565 | 11.9 | 0.12 | 0.026 | - | 0.532 | 0.01 |
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Fernandez-Novo, A.; Fargas, O.; Loste, J.M.; Sebastian, F.; Perez-Villalobos, N.; Pesantez-Pacheco, J.L.; Patron-Collantes, R.; Astiz, S. Pregnancy Loss (28–110 Days of Pregnancy) in Holstein Cows: A Retrospective Study. Animals 2020, 10, 925. https://doi.org/10.3390/ani10060925
Fernandez-Novo A, Fargas O, Loste JM, Sebastian F, Perez-Villalobos N, Pesantez-Pacheco JL, Patron-Collantes R, Astiz S. Pregnancy Loss (28–110 Days of Pregnancy) in Holstein Cows: A Retrospective Study. Animals. 2020; 10(6):925. https://doi.org/10.3390/ani10060925
Chicago/Turabian StyleFernandez-Novo, Aitor, Octavi Fargas, Juan Manuel Loste, Francisco Sebastian, Natividad Perez-Villalobos, Jose Luis Pesantez-Pacheco, Raquel Patron-Collantes, and Susana Astiz. 2020. "Pregnancy Loss (28–110 Days of Pregnancy) in Holstein Cows: A Retrospective Study" Animals 10, no. 6: 925. https://doi.org/10.3390/ani10060925
APA StyleFernandez-Novo, A., Fargas, O., Loste, J. M., Sebastian, F., Perez-Villalobos, N., Pesantez-Pacheco, J. L., Patron-Collantes, R., & Astiz, S. (2020). Pregnancy Loss (28–110 Days of Pregnancy) in Holstein Cows: A Retrospective Study. Animals, 10(6), 925. https://doi.org/10.3390/ani10060925