The prediction data of whelping based on ICC measurements using the
Luvoni and Grioni (2000) and
Mattoon and Nyland (2002) formula are presented in Table 1. The overall predictive accuracy of ICC measurements, irrespective of the breed size was better for the formula of
Luvoni and Grioni (2000) than
Mattoon and Nyland (2002), the precision being lower for all the breed sizes at EDD and two levels of accuracy with latter. For EDD ±2d, the accuracy was 100% using Luvoni and Grioni formula for all the breed sizes, in contrast to 82.30% for Mattoon and Nyland formula. Regardless of the formula used, the prediction accuracy at EDD±1 d was statistically significant (P<0.05) across various breed sizes, except for medium and large breeds using the Mattoon and Nyland formula. The comparison between
Luvoni and Grioni (2000) equations with
Mattoon and Nyland (2002) in small, medium and large breeds based on ICC is also presented. The Luvoni and Grioni formula demonstrated greater prediction efficiency for whelping compared to the Mattoon and Nyland formula, as evidenced by ICC measurements. However, this difference was found to be statistically significant only for medium-sized breeds at EDD and EDD ±1 d. These findings emphasize the importance of utilizing the Luvoni and Grioni formula for whelping prediction based on ICC measurements over the alternative formula for all breed sizes and in particular, medium sized breeds.
The prediction of whelping based on BPD measurements with the
Luvoni and Grioni (2000) and
Mattoon and Nyland (2002) are presented in Table 2. The predictive accuracy of whelping with BPD was significantly varying between different sized breeds only at EDD± 1 d with Luvoni and Grioni formula while, it varied significantly at EDD±1 d and ±2 d with Mattoon and Nyland formula. The comparison between
Luvoni and Grioni (2000) and
Mattoon and Nyland (2002) in small, medium and large breeds based on BPD is presented. The formula
Luvoni and Grioni (2000) delivered significantly higher (P<0.05) prediction efficiencies compared to those of
Mattoon and Nyland (2002) for small breeds at EDD, EDD ±1 and EDD ±2 days. For medium breeds its during EDD ±2 d and for large breeds during EDD and EDD ±2 d similar observations are recorded.
A comprehensive comparison was conducted between two formulas regardless of the breed size. The study revealed that the Luvoni and Grioni (2000) formula exhibited higher predictive accuracy for whelping compared to the
Mattoon and Nyland (2002) formula, particularly at EDD, EDD ±1d and ±2d based on ICC and BPD. The statistical significance of difference between the two formula in prediction was only observed at EDD based on ICC, while significance was noted at EDD, EDD ±1d and ±2d based on BPD, emphasizing the superior accuracy of the Luvoni and Grioni formula in whelping prediction.
The impact of litter size on precision of prediction derived from individual parameters was also examined. The accuracy of prediction of day of parturition on basis of litter size and ICC is presented in Table 3, respectively. Based on ICC measurements, regardless of formula employed Fisher’s exact test indicated superior prediction efficiency for medium litter sizes compared to low and high litter sizes across EDD, EDD ±1d and ± 2 d, based on ICC regardless of the formula employed.
The accuracy of prediction of day of parturition on the basis of litter size and BPD is presented in Table 4, respectively. The impact of litter size on predictive accuracy for whelping based on BPD measurements showed higher results for medium-sized litters in comparison to high and low-sized litters, similar to the finding on the impact of litter size based on ICC measurements precision. However, While applying Luvoni and Grioni (2000) formula significant difference was observed during EDD ±1d and ±2d. Conversely, the formula of
Mattoon and Nyland (2002) showed a significant difference only during EDD± 2d.
This research is among the limited studies in the Indian sub-continent that discusses ICC and BPD measurements using
Luvoni and Grioni (2000) forumulas to predict parturition time in dog breeds of varying body weights under clinical settings. When determining gestational age in dogs, the
Mattoon and Nyland (2002) formula is widely utilized in normal clinical conditions due to its simplicity and applicability across different breeds. Only few studies have compared the usefulness and dependability of different formulas for predicting whelping. This study focused on practical aspects that are important in veterinary practice and involved a significant number of pregnant dogs. The breeding dates were not considered in this study, as gestation length in dogs can vary greatly based on breeding dates (
Socha and Janowski, 2014). To date, breed specific formulae were developed by
Milani et al., (2013), Groppetti et al., (2015) and
Socha and Janowski (2017). In this study, surprisingly, the non-specific formulae of
Luvoni and Grioni (2000) for medium sized bitches yielded results comparable with that of specific formula developed by
Groppetti et al., (2015) for GSD.
Accurate prediction of the parturition date in dog is important to manage pregnant bitches and to prepare for the delivery. Research on predicting parturition dates in dogs is scarce due to the unique reproductive characteristics of dogs compared to other mammals. There have been many attempts to predict the delivery dates of various pregnant animals using ultrasonographic measurements. As dogs vary in size, there is a need to develop accurate formulae to measure and monitor foetal development according to breed. In this study we evaluated the reliability of two formulae to predict the EDD in dog breeds of different sizes based on ICC and BPD measurements obtained through USG.
To predict EDD in dogs both ICC and BPD are equally reliable indicators in early and late pregnancy, respectively (
Beccaglia and Luvoni, 2006). On 4th week after last crossing embryonic vesicles were visualized as a spherical structure with clearly defined margins. According to
Beccaglia and Luvoni (2012), the embryonic vesicles were typically spherical with clearly defined edges during week 4 of gestation and after that the accuracy of measurement will be affected by initial elongation of chorionic cavity. In the current study, the accuracy rates for estimating EDD using the
Luvoni and Grioni (2000) formula, based on ICC measurements, were found to be 43.20%, 77.40% and 100% for EDD within one day and two days of precision, regardless of breed size. When using BPD measurements, the accuracy rates were 21.20%, 67.3% and 100% respectively. The obtained results were concurrent to findings of
Kutzler et al., (2003): Beccaglia and Luvoni (2006),
Lopate (2008) and
Simon (2015) with ICC measurements and with BPD measurements same authors reported partially lower prediction accuracy compared to present study. In contrast, the Mattoon and Nyland (2002) formula yielded lower accuracy rates of 11.3%, 50% and 82.30% for EDD, within one day and two days of EDD based on ICC measurements and even lower rates 3.80%, 23.10% and 46.20% based on BPD measurements. This was contrary to Simon (2015) who reported higher accuracy of about 24.14%, 75.86% and 93.10% accuracy with ICC measurements during EDD, EDD±1d and EDD±2d respectively and 23.68%, 44.74% and 71.42% with BPD measurements with
Mattoon and Nyland (2002) formula during EDD, EDD±1d and EDD±2d. This might be due to differences in breeds used for two studies.
The study provided additional evidence that ICC measurements can enhance the accuracy of prediction outcomes during mid-gestation, as they allow for precise assessment until the embryonic vesicles exhibit regular spherical shape with clearly defined margins. Conversely BPD measurements may yield less accurate results due to potential influences from skull differences between breeds
(Kutzler et al., 2003).
The overall data suggests that the Luvoni and Grioni is superior to Matton and Nyland formula after a thorough comparison between the two. While applying ICC measurements, higher prediction accuracy is observed in medium sized breeds with
Luvoni and Grioni (2000) formula and no difference in prediction accuracy is observed between two formulas when used for small and large breeds. On application of BPD measurements, higher prediction accuracy is observed for small breeds through
Luvoni and Grioni (2000) than
Mattoon and Nyland (2002) formula.
When dogs were grouped into low (1-2), medium (3-9) and high litter (10 and above) size groups, significant difference existed in accuracy of prediction on the basis of ICC and BPD with both
Luvoni and Grioni (2000) and
Mattoon and Nyland (2002) formulae. In the current study, higher accuracy was obtained in normal litters (medium) when compared to low and high. This was in agreement with the findings of
Beccaglia and Luvoni (2006) and
Mir et al., (2011) who obtained higher accuracy in normal litters.
Elitz et al., (2005) reported similar findings that the accuracy of predicting whelping can be affected by an extended gestational length when there are four or fewer foetuses in a litter. This is especially true for BPD measurements taken in late gestation, as individual growth variability can impact accuracy. Therefore, for smaller litter sizes, ICC measurements in mid-gestation are more precise for prediction, as they are less likely to be influenced by litter size and breed factors. For large litter size, overlapping multiple foetuses in the same ultrasound image field can affect the accuracy of BPD measurements. However,
Simon (2015) did not get any significant difference on prediction accuracy when comparison was made between above average and below average litter size (Avg. litter size being 6).
An interesting aspect of our study was also the observation regarding the difference between two ultrasonographic measures (ICC and BPD) and formulae tested in this paper. We confirmed that ICC formula of
Luvoni and Grioni (2000) can be used effectively in all types of dogs rather than opting for use of breed specific formula of
Groppetti et al., (2015) in German Shepard dogs and
Socha and Janowski (2017) in miniature breeds who reported similar findings.
The statistical comparison of formulae used for studied population of dogs demonstrated a low compatibility of
Mattoon and Nyland (2002) for small breeds with the other tested ones suggesting a low precision date prediction using these models for BPD.