The results (Fig. 1) in this study revealed that the highest rate of NEC occurred in infants who are on mixed feeding with a low MM proportion. From the curve estimation, it becomes clear that PF feeding is even better than mixed feeding when a mother can provide only little MM for her infant. When the proportion of MM is equal to 40%, the likelihood of developing NEC is the same as that of PF. As the proportion of MM increases, the risk of NEC gradually decreases. Four groups classified based on the curve trend also prove to be convincing by multiple regression analysis. The multiple regression analysis showed that compared with MM > 0.70, 0.4 < MM≤0.7 is associated with a 5.482-fold higher odds of developing NEC[OR(CI): 6.482(1.180, 35.608), P = 0.032]; 0 < MM≤0.4 is a 24.99-fold increase in the odds of developing NEC:[OR(CI): 25.990(5.312, 127.146), P < 0.001]; MM = 0 is a 9.348-fold increase in the odds of developing NEC[OR(CI): 9.348(1.287, 83.239), P = 0.003]. In addition, gestational age is also independent risk factor for NEC. The smaller and less mature ELBW/VLBW is easier to develop NEC [β(CI):0.688(0.490, 0.968), P = 0.032].
The conclusion of this study that a higher MM decreases the rate of NEC for ELBW/VLBW is consistent with the findings of many other investigations. A meta-analysis published in 2018 showed a considerable reduction in the incidence of NEC caused by the increase in the dose of HM (human milk)[19]. When it comes to HM, one point needs to be stated: HM in this previous meta-analysis included MM and DM (donor milk), whereas in the present analysis, we included only MM. In fact, both DM and MM contain woman’s milk, having no discrimination, therefore the results of this study and this meta-analysis could be taken to compare. Observational studies[20–26] and interrupted time series[27, 28] included in this meta-analysis for this comparison which shows a significant reduction in NEC rate [RR(CI): 0.53(0.42, 0.67), n = 8778). A comparison between any HM and PF in some observational cohort studies[29, 30] included in this meta-analysis presents that there is a clear effect of any HM included on the reduction in NEC occurrence [RR(CI): 0.51(0.35, 0.76), n = 3783). Overall, the meta-analysis gives a conclusion that any volume of HM is better than PF, this is not completely consistent with this study. Our present findings revealed that a low MM is not better than PF, it has protection against NEC only when MM > 40%. Some comparisons in this study also present that higher MM (MM > 0.5, 6/214) protects against NEC, χ2 = 25.382, P < 0.001, but there is no differences between any MM (MM > 0, 22/286) and PF (MM = 0, 2/19) for decreasing NEC, Fisher's P = 0.452. The grouping and comparison approach, which is similar to meta-analysis, can serve as an objective tool to measure the effect of MM on NEC. Inconsistent with the results of previous studies, the research concluded that only when MM reaches a certain proportion (40%), the higher the proportion of MM, the lower the incidence of NEC instead of any proportion of MM can protect infants from NEC.
The research of postnatal transmission of HIV(Human immunodeficiency virus) has showed that significant differences in intestinal permeability between breast-fed and formula-fed infants were observed through 6 weeks of age. Mixed feeding might not maintenance of the intestinal mucosal barrier. Early exposure to antigens is more likely to cause sensitization or to stimulate local or systemic immune responses[31]. This could explain our result that the highest rate of NEC occurred in infants who are on mixed feeding with a low MM proportion. The differences between the findings of this study and those of other meta-analyses /studies might have appeared because most of the studies on MM and NEC have been conducted in European and American populations, whereas the population in this study was Asian. It is well known that the influence of the genetic factors vary in different populations, and the same exposure may result in different race effects. Therefore, the results of this study might not be completely in agreement with those of other investigations.
The curve estimation trend for FI was similar to that of NEC (Fig. 1). When MM was around 25%, the risk for FI had its highest value. Nevertheless, the risk declined after MM was elevated above a value of 0.4. The results of multiple aggression analysis showed that, except for MM > 0.70, any other MM proportion increased the risk for developing FI: 0.4 < MM≤0.7[OR(CI): 5.247(2.590, 10.631), P < 0.001], 0 < MM≤0.4[OR(CI): 15.125(6.915, 33.084), P < 0.001], MM = 0[OR(CI): 4.449(1.547, 12.794), P = 0.006]. No other variables are independent risk factors for FI in the model. In the present analysis, the other variables were not independent risk factors for FI and were thus removed from the regression model. Therefore, we presume that FI was probably largely influenced by the feeding practices. MM protected ELBW/VLBW against FI and should be advocated as also highlighted earlier[28].
Similarly to Clowning’s[20] statement, the weight growth rate was significant low in the infants with an HM intake. We also consider that MM does not support the weight gain either in the univariate analysis or multivariate analysis control-related factors. Compared to a lower MM proportion group, the weight gain of a higher group will decrease − 0.571[β(CI): -0.571(-0.992, -0.150), P = 0.008] (Table 4). MM cannot provide sufficient calorie for infants to grow[32], so HMF is necessary when feedings arrive to 100 mL/kg/day. However, the results show that HMF has no relationship with weight growth in this study, which may be influenced by other factors, for example BW and GA (both P-values < 0.050). BW[β(CI): -0.004(-0.006, -0.002), P = 0.001] and GA [β(CI): 0.238(0.010, 0.466), P = 0.041] are independent related factors.
From the curve estimation, we can see that the rate of BPD development declines slightly with the MM increase (Fig. 2). It is easily understood that there is no difference between groups for rate of BPD development (Table 2). Which is consistent with previous studies[33]. In addition, MM feeding practices neither have effect on IVH nor ROP (P > 0.005, Table 2), there are also consistent with some study[33]. The rate of LOS declined when MM proportion increased (Fig. 1); there were differences among four groups in LOS rate (Table 2). However, the results of the univariate and multivariate regression did not indicate a significant effect of MM in LOS rate(Table 3 and Table 4). It is probably because the effect was so little that it could not be detected based on the current statistical effect. Overall, the impact of MM on BPD, ROP, IVH and LOS has not yet been determined[19].
The limitations of this study are associated with its retrospective design. Hence, it is not possible to conclusively confirm the existence of a causal relationship between MM and NEC development in this population. We attempted to control the confounding factors by adjustments for group differences and known risk factors for NEC in the multivariate logistic regression analysis. However, this is not a randomized study, and the groups differed in ways that could not possibly be corrected in the multivariate analyses.
The strengths of this study are as follows:
(1) The precise volumes of MM and PF were determined, and the proportion of MM feeding was defined as the exposure variable rather than volume of feeding to control the bias caused by feeding healthier infants with greater volumes;
(2) This meta-analysis and many of the aforementioned studies did not conduct a quantitative estimation. Only the continuous rate changes were established with the increase in the MM dose. Using a quantitative approach, this study clarifies the relationship between MM dose and NEC rate, making it more accurate and reliable.
(3) Based on the curve trend and interval between groups, the current study did a more accurate classification than those previous studies. Besides, incomplete data are minimized using multiple datasets including the electronic medical record.
In summary, this retrospective study revealed a quantitative relationship between the ratio of NEC to FI as a function. A MM proportion higher than 40% exerted significant protective effects against NEC. When MM proportion is higher than 70%, it might protect preterm infants from NEC. We should encourage mother for breast milk and alert to NEC when MM proportion is less than 40%.