1. Clinical characteristics of children hospitalized due to CAP
We collected a total of 48 cases of children hospitalized due to CAPof which 26 cases received bacterial culture detectionand 38 cases receivedmultiplex PCR detectionof respiratory pathogens. According to the infectious pathogens, 48 children with CAP were divided into three groups: 18 cases in MP group (37.5%), 15 cases in BP group (31.25%), and 15 cases inVP group (31.25%).The 8 children with MP were positive forrespiratory pathogenmultiplex PCRdetectionbut negative for thedetection of virus and bacteria; among the 15 children with BP, sputum culture was positive in 14 cases, and blood culture was positive in 1 case; all 15 children withVP receivedthe multiplex PCR detection of respiratory pathogens, and influenza A virus RNA was positive in 2cases, influenza B virus RNA was positivein 8cases, respiratory syncytial virus RNAwas positive in 5cases,adenovirus DNAwas positive in 1 case, rhinovirus RNAwas positive in 1 case, and metapneumovirus RNA was positive in 1 case.
2. Comparison of clinical parameters between children with MP and those with BP
The differences of clinical parameters between the children with MP and those with BP are shown in Table 1. The age of 8-year-old children with MP (interquartile range (IQR)2–12)was older than that of 4-year-old children with BP (IQR2–9), and the difference was statistically significant (P = 0.018), of which the age of BP onset was 3–7 years old (P = 0.009), and the age of MP onset was 7–12 years old (P = 0.004). Based on imaging characteristics, the children with MP were more likely to have pulmonary consolidation (P = 0.022).The children with MPincluded12 cases (66.7%) ofpulmonary consolidation, whilethe children with BP included4 cases (26.7%)ofpulmonary consolidation, but there was no significant difference between unilateral and bilateral pulmonary consolidation (P = 0.35).
Table 1
Comparison of clinical parameters between children with MP, BP andVP
Parameter | MP(n = 18) | BP(n = 15) | VP(n = 15) | P value* | Pvalue# |
Patient characteristics | | | | | |
Age (years) | | | | 0.018 | 0.002 |
Mean ± SD | 6.5 ± 3.1 | 4.3 ± 1.8 | 3.3 ± 1.5 | | |
Mean | 8(2 ~ 12) | 4(2 ~ 9) | 3(1 ~ 6) | | |
0 ~ 3 n(%) | 3(16.7) | 3(20) | 6(40) | 0.804 | 0.134 |
3 ~ 7 n(%) | 5(27.7) | 11(73.3) | 9(60) | 0.009 | 0.062 |
7 ~ 12 n(%) | 10(55.6) | 1(6.7) | 0 | 0.004 | 0.001 |
Gendern(%) | | | | 0.407 | 0.048 |
Male | 7(38.9) | 8(53.3) | 11(73.3) | | |
Female | 11(61.1) | 7(46.7) | 4(26.7) | | |
Clinical symptoms | | | | | |
Cough n(%) | 18(100) | 12(80) | 15(100) | 0.083 | / |
Dry cough | 14(77.8) | 8(53.3) | 14(93.9) | 0.499 | 0.215 |
Expectoration | 4(22.2) | 4(46.7) | 1(6.1) | | |
Vomitingn(%) | 4(22.2) | 2(13.3) | 0 | 0.711 | 0.108 |
Diarrhean(%) | 1(5.6) | 1(6.7) | 0 | 0.765 | 1.000 |
Duration (days) | | | | / | / |
Mean ± SD | 12.6 ± 3.0 | 13.5 ± 5.3 | 10.7 ± 1.8 | | |
Median | 12(7 ~ 15) | 13(7 ~ 25) | 11(8 ~ 13) | | |
Body temperature (°C) | | | | / | / |
Mean ± SD | 39.0 ± 1.1 | 38.5 ± 1.2 | 38.9 ± 0.9 | | |
Median | 39.0(36.5 ~ 40.3) | 39.0(36.5 ~ 40.5) | 39.0(36.8 ~ 40.0) | | |
Imaging changen(%) | | | | | |
Pulmonary consolidation | 12(66.7) | 4(26.7) | 2(13.3) | 0.022 | 0.002 |
unilateral consolidation | 9(75) | 2(50) | 1(50) | 0.350 | 0.469 |
bilateral consolidation | 3(25) | 2(50) | 1(50) | | |
Laboratory examination | | | | | |
WBC | | | | < 0.0001 | 0.342 |
Mean ± SD | 8.65 ± 3.42 | 22.32 ± 9.96 | 7.59 ± 2.78 | | |
Median | 8.12(4.73 ~ 17.29) | 20.57(7.59 ~ 38.42) | 7.19(2.18 ~ 14.52) | | |
0–3 years old | | | | 0.099 | 0.228 |
Mean ± SD | 9.44 ± 4.19 | 14.80 ± 1.08 | 6.92 ± 1.79 | | |
Median | 10.84(4.73 ~ 12.75) | 15.37(13.55 ~ 15.48) | 6.27(5.22 ~ 9.95) | | |
3–7 years old | | | | 0.008 | 0.663 |
Mean ± SD | 9.02 ± 4.97 | 24.79 ± 10.63 | 8.04 ± 3.31 | | |
Median | 7.32(5.07 ~ 17.29) | 21.98(7.59 ~ 38.42) | 7.25(2.18 ~ 14.52) | | |
7–12 years old | | | | 0.007 | / |
Mean ± SD | 8.23 ± 2.60 | 17.7 | | | |
Median | 8.02(4.75 ~ 13.45) | 17.7 | | | |
NEU | | | | < 0.0001 | 0.128 |
Mean ± SD | 5.41 ± 2.88 | 17.11 ± 8.63 | 3.91 ± 2.52 | | |
Median | 4.85(2.06 ~ 13.68) | 15.69(5.79 ~ 32.32) | 3.81(0.74 ~ 11.21) | | |
0–3 years old | | | | 0.025 | 0.151 |
Mean ± SD | 4.06 ± 1.79 | 9.83 ± 2.02 | 2.59 ± 1.02 | | |
Median | 4.60(2.06 ~ 5.51) | 8.87(7.92 ~ 11.81) | 2.69(1.08 ~ 3.86) | | |
3–7 years old | | | | 0.007 | 0.618 |
Mean ± SD | 5.81 ± 4.58 | 19.31 ± 8.99 | 4.80 ± 2.87 | | |
Median | 4.47(2.25 ~ 13.68) | 18.44(5.79 ~ 32.32) | 4.52(0.74 ~ 11.21) | | |
7–12 years old | | | | 0.002 | / |
Mean ± SD | 5.61 ± 2.21 | 15.69 | | | |
Median | 4.97(2.54 ~ 10.05) | 15.69 | | | |
LYM | | | | 0.071 | 0.508 |
Mean ± SD | 2.50 ± 1.39 | 3.56 ± 1.88 | 2.81 ± 1.29 | | |
Median | 1.99(1.49 ~ 6.68) | 3.24(1.03 ~ 7.56) | 2.51(0.90 ~ 5.30) | | |
0–3 years old | | | | 0.695 | 0.351 |
Mean ± SD | 4.68 ± 2.37 | 4.02 ± 1.28 | 3.33 ± 1.68 | | |
Median | 5.29(2.06 ~ 6.68) | 4.39(2.59 ~ 5.08) | 3.07(0.9 ~ 5.3) | | |
3–7 years old | | | | 0.142 | 0.629 |
Mean ± SD | 2.25 ± 0.44 | 3.67 ± 1.98 | 2.46 ± 0.90 | | |
Median | 2.21(1.84 ~ 2.96) | 3.24(1.34 ~ 7.56) | 2.44(1.14 ~ 3.86) | | |
7–12 years old | | | | 0.174 | / |
Mean ± SD | 1.97 ± 0.60 | 1.03 | | | |
Median | 1.74(1.49 ~ 3.47) | 1.03 | | | |
MON | | | | 0.002 | 0.233 |
Mean ± SD | 0.65 ± 0.32 | 1.49 ± 1.00 | 0.80 ± 0.35 | | |
Median | 0.61(0.32 ~ 1.64) | 1.13(0.44 ~ 4.20) | 0.79(0.29 ~ 1.73) | | |
0–3 years old | | | | 0.057 | 0.154 |
Mean ± SD | 0.52 ± 0.12 | 1.06 ± 0.33 | 0.95 ± 0.44 | | |
Median | 0.51(0.40 ~ 0.64) | 0.88(0.85 ~ 1.44) | 0.87(0.44 ~ 1.73) | | |
3–7 years old | | | | 0.155 | 0.395 |
Mean ± SD | 0.87 ± 0.51 | 1.67 ± 1.11 | 0.69 ± 0.26 | | |
Median | 0.66(0.35 ~ 1.64) | 1.16(0.44 ~ 4.20) | 0.77(0.29 ~ 1.03) | | |
7–12 years old | | | | 0.261 | / |
Mean ± SD | 0.59 ± 0.19 | 0.82 | | | |
Median | 0.59(0.32 ~ 0.89) | 0.82 | | | |
EO | | | | 0.305 | 0.677 |
Mean ± SD | 0.078 ± 0.076 | 0.133 ± 0.208 | 0.067 ± 0.075 | | |
Median | 0.045(0 ~ 0.3) | 0.06(0 ~ 0.8) | 0.05(0 ~ 0.24) | | |
0–3 years old | | | | 0.728 | 0.023 |
Mean ± SD | 0.18 ± 0.13 | 0.133 ± 0.172 | 0.032 ± 0.021 | | |
Median | 0.20(0.04 ~ 0.3) | 0.06(0.01 ~ 0.33) | 0.035(0 ~ 0.05) | | |
3–7 years old | | | | 0.548 | 0.497 |
Mean ± SD | 0.06 ± 0.039 | 0.125 ± 0.232 | 0.09 ± 0.090 | | |
Median | 0.04(0.03 ~ 0.12) | 0.01(1 ~ 0.8) | 0.06(0 ~ 0.24) | | |
7–12 years old | | | | 0.012 | / |
Mean ± SD | 0.056 ± 0.046 | 0.21 | | | |
Median | 0.04(0 ~ 0.13) | 0.21 | | | |
BA | | | | 0.280 | 0.999 |
Mean ± SD | 0.02 ± 0.015 | 0.028 ± 0.030 | 0.02 ± 0.011 | | |
Median | 0.01(0.01 ~ 0.06) | 0.02(0 ~ 0.08) | 0.02(0 ~ 0.04) | | |
0–3 years old | | | | 0.033 | 0.171 |
Mean ± SD | 0.01 ± 0 | 0.057 ± 0.025 | 0.02 ± 0.011 | | |
Median | 0.01(0.01 ~ 0.01) | 0.06(0.03 ~ 0.08) | 0.02(0.01 ~ 0.03) | | |
3–7 years old | | | | 0.454 | 0.229 |
Mean ± SD | 0.03 ± 0.019 | 0.021 ± 0.023 | 0.020 ± 0.011 | | |
Median | 0.03(0.01 ~ 0.06) | 0.02(0 ~ 0.07) | 0.02(0 ~ 0.04) | | |
7–12 years old | | | | 0.888 | / |
Mean ± SD | 0.018 ± 0.013 | 0.02 | | | |
Median | 0.01(0.01 ~ 0.05) | 0.02 | | | |
PLT | | | | < 0.0001 | 0.846 |
Mean ± SD | 182.2 ± 45.9 | 349.9 ± 132.6 | 185.8 ± 58.8 | | |
Median | 178.5(97 ~ 276) | 314(195 ~ 596) | 188(108 ~ 296) | | |
MPV | | | | 0.226 | 0.345 |
Mean ± SD | 10.08 ± 1.00 | 9.55 ± 1.17 | 9.71 ± 0.91 | | |
Median | 9.95(8.3 ~ 11.7) | 9.7(7.9 ~ 11.5) | 9.6(8 ~ 11) | | |
PDW | | | | 0.336 | 0.161 |
Mean ± SD | 14.88 ± 2.75 | 13.97 ± 2.35 | 13.45 ± 2.78 | | |
Median | 16.25(9.3 ~ 17.5) | 14.7(9.0 ~ 16.3) | 14.4(8.7–17.4) | | |
CRP | | | | 0.081 | 0.059 |
Mean ± SD | 9.39 ± 8.05 | 21.87 ± 27.28 | 3.64 ± 8.50 | | |
Median | 7.48(0.5 ~ 29.44) | 9.3(0.5 ~ 100.8) | 0.5(0.5 ~ 33.68) | | |
B2MG | | | | 0.022 | 0.081 |
Mean ± SD | 1.79 ± 0.36 | 1.38 ± 0.55 | 2.12 ± 0.61 | | |
Median | 1.64(1.39 ~ 2.72) | 1.23(0.73 ~ 2.63) | 2.11(1.17 ~ 3.05) | | |
DD | | | | 0.653 | 0.331 |
Mean ± SD | 1.28 ± 2.75 | 0.69 ± 0.95 | 0.45 ± 0.12 | | |
Median | 0.485(0.29 ~ 0.72) | 0.41(0.22 ~ 3.35) | 0.43(0.3 ~ 0.68) | | |
PCT | | | | 0.137 | 0.357 |
Mean ± SD | 0.69 ± 0.53 | 4.52 ± 10.67 | 0.52 ± 0.33 | | |
Median | 0.54(0.02 ~ 1.88) | 0.50(0.05 ~ 36.24) | 0.54(0.01 ~ 1.08) | | |
NLR | | | | 0.003 | 0.150 |
Mean ± SD | 2.54 ± 1.63 | 6.11 ± 4.35 | 1.75 ± 1.40 | | |
Median | 2.07(0.82 ~ 7.13) | 4.56(1.75 ~ 15.23) | 1.54(0.31 ~ 4.59) | | |
0–3 years old | | | | 0.124 | 0.673 |
Mean ± SD | 0.90 ± 0.09 | 2.70 ± 1.61 | 1.30 ± 1.52 | | |
Median | 0.87(0.82 ~ 1.00) | 1.80(1.75 ~ 4.56) | 0.74(0.31 ~ 4.29) | | |
3–7 years old | | | | 0.082 | 0.511 |
Mean ± SD | 2.74 ± 2.49 | 6.21 ± 3.76 | 2.06 ± 1.32 | | |
Median | 1.88(0.97 ~ 7.13) | 4.95(2.05 ~ 14.76) | 1.73(0.65 ~ 4.59) | | |
7–12 years old | | | | < 0.0001 | / |
Mean ± SD | 2.94 ± 1.07 | 15.23 | | | |
Median | 0.73(0.02 ~ 1.88) | 15.23 | | | |
MLR | | | | 0.064 | 0.733 |
Mean ± SD | 0.31 ± 0.18 | 0.47 ± 0.30 | 0.33 ± 0.22 | | |
Median | 0.32(0.08 ~ 0.85) | 0.35(0.20 ~ 1.30) | 0.25(0.14 ~ 1.06) | | |
0–3 years old | | | | 0.051 | 0.262 |
Mean ± SD | 0.13 ± 0.06 | 0.27 ± 0.06 | 0.38 ± 0.34 | | |
Median | 0.12(0.08 ~ 0.19) | 0.28±(0.20 ~ 0.33) | 0.26(0.16 ~ 1.06) | | |
3–7 years old | | | | 0.594 | 0.331 |
Mean ± SD | 0.40 ± 0.26 | 0.49 ± 0.32 | 0.30 ± 0.12 | | |
Median | 0.36(0.15 ~ 0.85) | 0.40(0.23 ~ 1.30) | 0.25(0.14 ~ 0.47) | | |
7–12 years old | | | | 0.001 | / |
Mean ± SD | 0.31 ± 0.10 | 0.80 | | | |
Median | 0.34(0.10 ~ 0.45) | 0.80 | | | |
PLR | | | | 0.061 | 0.721 |
Mean ± SD | 85.26 ± 32.45 | 123.73 ± 76.17 | 80.31 ± 46.09 | | |
Median | 80.31(26.65 ~ 128.86) | 91.55(29.37 ~ 328.36) | 72.22(27.43 ~ 208.89) | | |
0–3 years old | | | | 0.371 | 0.667 |
Mean ± SD | 35.82 ± 12.97 | 98.30 ± 32.72 | 84.01 ± 68.16 | | |
Median | 35.82(26.65 ~ 44.99) | 83.86(75.29 ~ 135.76) | 61.70(27.43 ~ 208.89) | | |
3–7 years old | | | | 0.292 | 0.949 |
Mean ± SD | 85.77 ± 33.66 | 119.75 ± 79.12 | 77.85 ± 28.24 | | |
Median | 80.82(32.77 ~ 124.89) | 91.55(29.37 ~ 328.36) | 72.22(48.77 ~ 129.58) | | |
7–12 years old | | | | < 0.0001 | / |
Mean ± SD | 94.84 ± 26.38 | 243.69 | | | |
Median | 96.22(56.48 ~ 128.86) | 243.69 | | | |
MPV/PLT | | | | 0.0002 | 0.824 |
Mean ± SD | 0.060 ± 0.022 | 0.032 ± 0.014 | 0.058 ± 0.022 | | |
Median | 0.053(0.034 ~ 0.118) | 0.028(0.013 ~ 0.057) | 0.055(0.031 ~ 0.099) | | |
NMR | | | | 0.003 | 0.020 |
Mean ± SD | 8.54 ± 3.07 | 12.75 ± 4.31 | 5.56 ± 3.90 | | |
Median | 8.18(4.62 ~ 15.28) | 13.16(6.16 ~ 19.24) | 4.32(1.59 ~ 14.56) | | |
0–3 years old | | | | 0.520 | 0.020 |
Mean ± SD | 7.71 ± 2.86 | 9.68 ± 3.91 | 3.17 ± 1.78 | | |
Median | 7.19(5.15 ~ 10.80) | 9.00(6.16 ~ 13.89) | 2.86(1.59 ~ 5.75) | | |
3–7 years old | | | | 0.003 | 0.701 |
Mean ± SD | 6.38 ± 1.56 | 13.01 ± 4.00 | 7.16 ± 4.18 | | |
Median | 6.43(4.68 ~ 8.34) | 13.16(7.37 ~ 19.24) | 6.77(2.55 ~ 14.56) | | |
7–12 years old | | | | 0.021 | / |
Mean ± SD | 9.87 ± 3.18 | 19.13 | | | |
Median | 9.70(4.62 ~ 15.28) | 19.13 | | | |
Note: * represents MP vs. BP; # represents MP vs. VP |
Laboratory examination showed thatthe children with BP had significantly increasedindicators than the children with MP.WBC was higher inthe children with BPthan in the children with MP (22.32 × 109/L vs. 8.65 × 109/L,P < 0.0001).Compared to 0–3-year-old group,the 3–7-year-old group (24.79 × 109/L vs. 9.02 × 109/L, P = 0.008) and the 7–12-year-old group (17.7 × 109/L vs. 8.23 × 109/L, P = 0.007) both hadsignificant difference. NEU was higher inthe children with BPthan in the children with MP(17.11 × 109/L vs. 5.41 × 109/L, P < 0.0001), and was significantly different in 0–3-year-old group(9.83 × 109/L vs. 4.06 × 109/L, P = 0.025), 3–7-year-old group (19.31 × 109/L vs. 5.81 × 109/L, P = 0.007), 7–12-year-old group (15.69 × 109/L vs. 5.61 × 109/L, P = 0.002).MON was higher inthe children with BPthan in the children with MP(1.49 × 109/L vs. 0.65 × 109/L, P = 0.002), buteach age group had no significant difference;PLT was higher inthe children with BPthan in the children with MP(349.9 × 109/L vs. 182.2 × 109/L, P < 0.0001); NLR was higher inthe children with BPthan in the children with MP(6.11 vs. 2.54, P = 0.003),andthere wassignificant difference in the7–12-year-old group (15.23 vs. 2.94, P < 0.0001), while the 0–3-year-old group and the 3–7-year-old grouphad no significant difference;NMR was higher inthe children with BPthan in the children with MP(12.75 vs. 8.54, P = 0.003), and there was significant differenceinthe 3–7-year-old group(13.01 vs. 6.38, P = 0.003) and the 7–12-year-old group (19.13 vs. 9.87, P = 0.021), while the 0–3-year-old group hadno significant difference.The indicators of B2MG (1.38 µg/L vs. 1.79 µg/L, P = 0.022) and MPV/PLT (0.032 vs. 0.06, P = 0.0002) were lower in the children with BP than in those with MP.
The children with BP and those with MP hadno significant differences in gender, dry cough or expectoration, vomiting, diarrhea, duration of disease and body temperature change;and had no significant differences inLYM, EO, BA, MPV, PDW, CRP, DD, PCT, MLR and PLR.
3. Comparison of clinical parameters between children with MP and VP
The difference of clinical parameters between the children with MP and VP was shown in Table 1. The age of 8-year-old children with MP (IQR2–12)is older than that of 3-year-old children with VP (IQR 1–6), and the difference was statistically significant (P = 0.002), of which the age of VP onset was 3–7 years old (P = 0.062), and the age of MP onset was 7–12 years old (P = 0.001). It is noteworthy that the incidence of VP in the 0–3-year-old group was 40%, higher than that in the MP group (16.7%) and BP group (20%) (P = 0.134). The incidence of males in the children with VP was higher than that in the children with MP (P = 0.048).From the imaging characteristics, the children with MP were more likely to have pulmonary consolidation (P = 0.002).Thechildren with MP included12 cases (66.7%) ofpulmonary consolidation, whilethe children with VP included 2cases (13.3%)ofpulmonary consolidation, but there was no significant difference between unilateral and bilateral pulmonary consolidation (P = 0.469).
Laboratory examination showed that the blood cell analysis data of the MP group were similar to those ofthe VP group, except that the NMR ratio in the MP group was significantly increased (8.54 vs. 5.56, P = 0.020).After being further grouped by age, there was significant difference in the 0–3-year-old group(7.71 vs. 3.17, P = 0.020), but not in the 3–7-year-old group.The CRP value7.48 (IQR 0.5–29.44) of the children with MP was significantly higher than 0.5 (IQR0.5–33.68) that of the children with VP (P = 0.0586).
The children with VP and MP hadno significant differences in gender, dry cough or expectoration, vomiting, diarrhea, duration of disease and body temperature change.Laboratory examination data showed that the children with VP and MP hadno significant differences in WBC, NEU,LYM, MON, EO, BA, PLT, MPV, PDW, DD, B2MG,PCT, NLR, MLR,PLR andMPV/PLT.
4. NMR levels were significantly different in children with MP, BP and VP
The children with MP and BPhad significant difference in the levels of WBC, NEU, MON, PLT, NLRand NMR (P < 0.05), with higher levels in the children with BP. The children with MP and BPhad significantly difference in the levels of B2MG and MPV/PLT(P < 0.05), with higher levels in the children with MP.The children with BP and VPhad significant difference in the levels of WBC, NEU, MON, PLT, CRP, NLRand NMR (P < 0.05), with higher levels in the children with BP. The children with BP and VP had significant difference in the levels of B2MG and MPV/PLT(P < 0.05), with higher levels in the children with VP.The children with MP and VPhad significant difference in the NMR level(P < 0.05),with higher levelin the children with MP.In summary, the average levels of NMR in the children with MP, BP and VPwere 8.54, 12.75 and 5.56, respectively, and showed significant difference between the children withMP and BP, between the children withMP and VP, and between the children withBP and VP (P < 0.05)(Fig. 1).
5. NMR may be used as an indicatorfor differential diagnosis of MP, BP and VP
Next we analyzedWBC, NEU, LYM, MON, PLT, CRP, B2MG, NLR, MLR, PLR, MPV/PLT and NMR indicatorsforthedifferential diagnosis of MP, BP and VP. Only the area under the curve (AUC) areas of NMR diagnosis of MP, BP and VPwas greater than 0.70, with good accuracy and diagnostic value. When MPwas compared with BP, the AUC of NMR was 0.77; when MP was compared with VP, the AUC was 0.78; when BP was compared with VP, the AUC was 0.90.The cutoff value of diagnosis of MP and BP was 8.4577, and that of diagnosis of MP and VP was 4.5041 (Fig. 2).
6. Effectivediagnosis of MP, BP and VP by combining NMR, children age, and pulmonary consolidation
By combining NMR level, childrenage, and pulmonary consolidation information,the AUC area of MP, BP and VP was allgreater than 0.90, and hadgood accuracy and diagnostic value(Fig. 3).