Abstract
Objective
Methods
Results
REFERENCES
Table 1
UCLP patient | FMMP-Nonsurgery group (n = 33) | FMMP-Surgery group (n = 20) | p-value | ||||
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Mean | SD | Mean | SD | ||||
Sex (M:F)† | 24:9 | 16:4 | 0.6534 | ||||
Side involvement‡ | 12 cases with right side and 21 cases with left side | 6 cases with right side and 14 cases with left side | 0.7678 | ||||
Age§ (yr) | T0 | 10.27 | 0.63 | 10.75 | 0.97 | 0.0368* | |
T1 | 14.76 | 0.94 | 14.65 | 0.99 | 0.9534 | ||
T2 | 18.42 | 1.54 | 19.10 | 1.33 | 0.1791 | ||
Duration§ (mo) | T0–T1 | 53.79 | 11.65 | 45.65 | 15.63 | 0.0718 | |
T1–T2 | 44.45 | 18.72 | 53.05 | 17.41 | 0.1743 | ||
T0–T2 | 98.76 | 18.56 | 99.10 | 20.82 | 0.9634 |
Table 2
UCLP patient | FMMP-Nonsurgery group (n = 33) | FMMP-Surgery group (n = 20) | p-value |
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Missing of the maxillary lateral incisor† | 25 cases with missing and 8 cases without missing (including 8 peg lateralis) | 9 cases with missing and 11 cases without missing (including 10 peg lateralis) | 0.0236* |
Space management of missing maxillary lateral incisor‡ | 12 cases with space opening and 13 cases with space closure | 4 cases with space opening and 5 cases with space closure | 1.0000 |
Table 3
Variables | T0 | T1 | T2 | |||||||||||||||||
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FMMP- Nonsurgery group |
FMMP- Surgery group |
p-value |
FMMP- Nonsurgery group |
FMMP- Surgery group |
p-value | FMMP-Nonsurgery group |
FMMP- Surgery group |
p-value | ||||||||||||
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Mean | SD | Mean | SD | Mean | SD | Mean | SD | Mean | SD | Mean | SD | |||||||||
SNA (°) | 75.97 | 3.60 | 75.03 | 3.08 | 0.4409 | 76.57 | 3.70 | 75.29 | 3.73 | 0.2872 | 75.99 | 3.55 | 75.55 | 3.98 | 0.7831 | |||||
SNB (°) | 75.64 | 3.49 | 77.31 | 3.87 | 0.1745 | 75.08 | 3.75 | 77.34 | 4.31 | 0.1188 | 75.18 | 3.84 | 78.70 | 4.76 | 0.0179* | |||||
ANB (°) | 0.33 | 2.63 | −2.29 | 3.39 | 0.0119* | 1.48 | 2.40 | −2.05 | 3.11 | 0.0002*** | 0.82 | 2.16 | −3.15 | 3.30 | < 0.0001*** | |||||
A to N-Perp (mm) | −3.84 | 3.45 | −5.54 | 3.50 | 0.0896 | −4.87 | 3.95 | −5.73 | 4.00 | 0.3129 | −4.39 | 3.56 | −5.48 | 4.00 | 0.1421 | |||||
A-VRP (mm) | 53.60 | 4.83 | 55.27 | 4.35 | 0.2914 | 55.89 | 4.50 | 56.86 | 5.74 | 0.8257 | 56.78 | 4.88 | 56.99 | 6.61 | 0.7136 | |||||
Pog to N-Perp (mm) | −7.38 | 5.75 | −5.72 | 6.94 | 0.2121 | −10.59 | 6.79 | −5.15 | 7.34 | 0.0082** | −8.40 | 7.96 | −2.42 | 6.08 | 0.0036** | |||||
APDI (°) | 86.96 | 6.23 | 91.73 | 6.79 | 0.0184* | 83.90 | 5.95 | 91.02 | 6.76 | 0.0010** | 84.81 | 5.80 | 92.38 | 7.25 | 0.0009*** | |||||
Wits appraisal (mm) | −2.89 | 3.20 | −5.33 | 3.94 | 0.0297* | −1.18 | 3.13 | −4.35 | 4.69 | 0.0154* | −2.06 | 2.60 | −6.11 | 4.85 | 0.0017** | |||||
Mandibular body length (mm) | 59.64 | 3.95 | 62.52 | 3.52 | 0.0147* | 65.04 | 4.65 | 68.12 | 4.72 | 0.0381* | 65.16 | 5.32 | 70.16 | 5.03 | 0.0029** | |||||
Saddle angle (°) | 124.83 | 4.55 | 124.24 | 3.82 | 0.5571 | 124.80 | 4.41 | 123.75 | 4.29 | 0.4409 | 124.43 | 4.23 | 124.17 | 4.34 | 0.9634 | |||||
Articular angle (°) | 147.24 | 5.19 | 144.81 | 5.07 | 0.2055 | 150.07 | 6.40 | 147.35 | 6.12 | 0.1926 | 150.22 | 6.32 | 146.32 | 6.97 | 0.0435* | |||||
Gonial angle (°) | 127.19 | 5.09 | 128.24 | 5.78 | 0.4630 | 124.67 | 6.58 | 126.62 | 6.46 | 0.1990 | 124.15 | 6.73 | 125.41 | 6.44 | 0.3447 | |||||
Bjork sum (°) | 399.25 | 5.07 | 397.29 | 5.54 | 0.2830 | 399.55 | 6.35 | 397.72 | 6.49 | 0.4742 | 398.79 | 6.67 | 395.90 | 7.22 | 0.2224 | |||||
Ramus height (mm) | 36.84 | 3.56 | 38.84 | 3.32 | 0.0455* | 42.71 | 5.21 | 44.23 | 5.15 | 0.1864 | 45.05 | 5.64 | 48.26 | 6.56 | 0.0613 | |||||
Facial height ratio (PFH/AFH) | 62.07 | 3.50 | 63.04 | 3.79 | 0.3589 | 63.28 | 4.49 | 63.77 | 4.85 | 0.8544 | 64.37 | 4.76 | 65.58 | 5.83 | 0.6464 | |||||
FMA (°) | 29.28 | 5.37 | 27.79 | 5.19 | 0.4463 | 29.35 | 6.65 | 27.59 | 6.81 | 0.4972 | 28.61 | 7.15 | 25.75 | 7.04 | 0.2403 | |||||
Mandibular plane angle (Go-Gn to SN) (°) |
37.04 | 4.27 | 35.34 | 4.98 | 0.2366 | 37.09 | 5.57 | 35.69 | 5.82 | 0.6074 | 36.62 | 5.69 | 34.29 | 6.08 | 0.2514 | |||||
Occlusal plane to SN angle (°) | 19.51 | 4.69 | 17.77 | 4.84 | 0.0781 | 18.82 | 4.65 | 15.84 | 4.52 | 0.0283* | 18.99 | 4.70 | 15.42 | 5.72 | 0.0208* | |||||
Palatal plane angle (°) | 1.74 | 3.77 | 1.56 | 2.45 | 0.7691 | 0.74 | 3.27 | 0.77 | 2.82 | 0.8544 | 0.68 | 2.99 | −0.80 | 3.14 | 0.0751 | |||||
AB to mandibular plane (°) | 65.49 | 4.39 | 62.05 | 7.41 | 0.0399* | 67.49 | 4.57 | 62.16 | 8.30 | 0.0045** | 67.26 | 4.71 | 61.08 | 7.81 | 0.0013** | |||||
ODI (°) | 67.23 | 5.33 | 63.61 | 8.66 | 0.0846 | 68.23 | 5.67 | 62.94 | 7.84 | 0.0023** | 67.95 | 5.94 | 60.28 | 8.72 | 0.0005*** | |||||
Harvold unit difference (mm) | 25.93 | 3.41 | 29.14 | 4.93 | 0.0087** | 30.71 | 4.33 | 35.14 | 5.69 | 0.0102* | 32.51 | 4.75 | 38.50 | 6.16 | 0.0007*** | |||||
U1 to SN (°) | 98.89 | 8.06 | 99.88 | 10.24 | 0.6730 | 102.46 | 5.51 | 102.83 | 8.96 | 0.4972 | 103.36 | 5.24 | 105.28 | 7.37 | 0.4463 | |||||
IMPA (°) | 85.59 | 8.44 | 84.68 | 6.36 | 0.7412 | 88.49 | 7.59 | 82.61 | 5.84 | 0.0028** | 89.82 | 8.21 | 85.99 | 5.80 | 0.1104 | |||||
Interincisal angle (°) | 136.27 | 12.24 | 138.15 | 14.19 | 0.9561 | 129.50 | 8.67 | 136.85 | 6.04 | 0.0019** | 128.02 | 9.77 | 132.83 | 7.82 | 0.0638 | |||||
Overbite (mm) | 1.01 | 2.05 | 2.02 | 2.85 | 0.2709 | 0.60 | 1.22 | 0.45 | 2.09 | 0.7136 | 0.24 | 0.88 | 0.31 | 1.63 | 0.6268 | |||||
Overjet (mm) | −0.31 | 2.58 | −2.47 | 3.36 | 0.0381* | 2.46 | 1.70 | −0.72 | 3.59 | 0.0006*** | 1.94 | 1.50 | −2.18 | 3.38 | < 0.0001*** | |||||
Nasolabial angle (°) | 79.01 | 12.38 | 79.48 | 14.38 | 0.5448 | 76.91 | 10.82 | 72.73 | 14.99 | 0.3784 | 76.75 | 10.05 | 71.58 | 14.57 | 0.2790 |
FMMP, facemask with miniplate; T0, before secondary alveolar bone grafting and commencement of FMMP therapy; T1, after stop using the FMMP; T2, at minimum 15 years of age; SD, standard deviation; SNA, sella-nasion-point A; SNB, sella-nasion-point B; ANB, point A-nasion-point B; A to N-Perp, point A to N-perpendicular; A-VRP, point A-vertical reference plane; Pog, pogonion; APDI, anteroposterior dysplasia indicator; PFH, posterior facial height; AFH, anterior facial height; FMA, Frankfort to mandibular plane angle; Go, gonion; Gn, gnathion; SN, sella-nasion; AB, point A-point B; ODI, overbite depth indicator; U1, upper central incisor; IMPA, incisor mandibular plane angle.
Table 4
Variables | ΔT0–T1 | ΔT1–T2 | ΔT0–T2 | ||||||||||||||||||||||||||
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FMMP- Nonsurgery group |
FMMP- Surgery group |
Compa- rison of the two groups |
FMMP- Nonsurgery group |
FMMP- Surgery group |
Compa- rison of the two groups |
FMMP- Nonsurgery group |
FMMP- Surgery group |
Compa-rison of the two groups | |||||||||||||||||||||
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Mean | SD | p-value† | Mean | SD | p-value† | p-value‡ | Mean | SD | p-value† | Mean | SD | p-value† | p-value‡ | Mean | SD | p-value† | Mean | SD | p-value† | p-value‡ | |||||||||
SNA (°) | 0.59 | 1.95 | 0.1098 | 0.26 | 2.54 | 0.5256 | 0.5448 | −0.57 | 1.32 | 0.0217* | 0.27 | 2.05 | 0.3045 | 0.0399* | 0.02 | 2.11 | 1.0000 | 0.53 | 2.35 | 0.2959 | 0.3042 | ||||||||
SNB (°) | −0.56 | 2.40 | 0.3214 | 0.03 | 2.27 | 0.7089 | 0.3686 | 0.09 | 1.15 | 0.7818 | 1.36 | 1.93 | 0.0137* | 0.0270* | −0.47 | 2.67 | 0.3127 | 1.39 | 2.95 | 0.0152* | 0.0064** | ||||||||
ANB (°) | 1.16 | 2.43 | 0.0163* | 0.24 | 2.34 | 0.7510 | 0.1990 | −0.67 | 1.18 | 0.0018** | −1.10 | 1.37 | 0.0043** | 0.3589 | 0.49 | 2.32 | 0.2312 | −0.86 | 2.12 | 0.1126 | 0.0465* | ||||||||
A to N-Perp (mm) | −1.02 | 3.96 | 0.0815 | −0.19 | 4.16 | 0.6274 | 0.4856 | 0.47 | 4.14 | 0.3897 | 0.25 | 4.34 | 0.9553 | 0.6597 | −0.55 | 4.03 | 0.4584 | 0.06 | 2.98 | 0.8960 | 0.5820 | ||||||||
A-VRP (mm) | 2.29 | 3.08 | 0.0002*** | 1.59 | 4.07 | 0.1365 | 0.4142 | 0.90 | 2.67 | 0.0725 | 0.13 | 3.09 | 0.8813 | 0.2998 | 3.18 | 3.84 | 0.0001*** | 1.72 | 4.72 | 0.1354 | 0.1446 | ||||||||
Pog to N-Perp (mm) | −3.21 | 5.94 | 0.0068** | 0.57 | 7.15 | 0.7089 | 0.0797 | 2.19 | 7.12 | 0.0426* | 2.72 | 7.64 | 0.1913 | 0.7551 | −1.02 | 7.95 | 0.6616 | 3.30 | 7.31 | 0.0522 | 0.0813 | ||||||||
APDI (°) | −3.06 | 5.69 | 0.0049** | −0.71 | 4.97 | 0.3507 | 0.1990 | 0.90 | 3.14 | 0.0238* | 1.36 | 3.27 | 0.1213 | 0.7831 | −2.16 | 6.22 | 0.0463* | 0.64 | 4.87 | 0.4897 | 0.0588 | ||||||||
Wits appraisal (mm) | 1.71 | 3.06 | 0.0080** | 0.97 | 2.99 | 0.2180 | 0.4742 | −0.88 | 2.08 | 0.0115* | −1.76 | 2.49 | 0.0100* | 0.1804 | 0.83 | 2.97 | 0.0847 | −0.78 | 3.37 | 0.3507 | 0.1324 | ||||||||
Mandibular body length (mm) |
5.40 | 3.60 | < 0.0001*** | 5.60 | 3.89 | 0.0002*** | 0.8978 | 0.11 | 2.65 | 0.7075 | 2.04 | 2.77 | 0.0064** | 0.0203* | 5.52 | 3.54 | < 0.0001*** | 7.64 | 4.15 | 0.0001*** | 0.0781 | ||||||||
Saddle angle (°) | −0.02 | 2.53 | 0.9005 | −0.50 | 2.16 | 0.5503 | 0.4972 | −0.38 | 1.52 | 0.2419 | 0.42 | 2.66 | 0.9108 | 0.6074 | −0.40 | 2.98 | 0.4584 | −0.07 | 3.05 | 0.7938 | 0.9123 | ||||||||
Articular angle (°) | 2.83 | 4.85 | 0.0011** | 2.54 | 4.52 | 0.0304* | 0.8616 | 0.15 | 2.14 | 0.5435 | −1.03 | 3.23 | 0.1403 | 0.2022 | 2.98 | 5.43 | 0.0028** | 1.51 | 5.56 | 0.2250 | 0.5448 | ||||||||
Gonial angle (°) | −2.51 | 3.02 | 0.0001*** | −1.62 | 3.57 | 0.0793 | 0.4090 | −0.53 | 1.67 | 0.0784 | −1.21 | 1.79 | 0.0177* | 0.3173 | −3.04 | 3.38 | 0.0001*** | −2.83 | 3.64 | 0.0057** | 1.0000 | ||||||||
Bjork sum (°) | 0.30 | 3.36 | 0.9501 | 0.42 | 2.83 | 0.3317 | 0.4630 | −0.75 | 1.74 | 0.0140* | −1.81 | 2.15 | 0.0025** | 0.0311* | −0.46 | 3.97 | 0.3042 | −1.39 | 3.87 | 0.1084 | 0.4463 | ||||||||
Ramus height (mm) | 5.87 | 3.22 | < 0.0001*** | 5.39 | 3.14 | 0.0001*** | 0.6932 | 2.33 | 2.81 | 0.0001*** | 4.02 | 3.10 | 0.0003*** | 0.0390* | 8.20 | 4.16 | < 0.0001*** | 9.42 | 4.82 | 0.0001*** | 0.1804 | ||||||||
Facial height ratio (PFH/AFH) |
1.21 | 2.30 | 0.0036** | 0.74 | 2.16 | 0.0569 | 0.1958 | 1.09 | 1.48 | 0.0007*** | 1.81 | 1.84 | 0.0012** | 0.1472 | 2.30 | 2.96 | 0.0004*** | 2.54 | 3.45 | 0.0036** | 0.8472 | ||||||||
FMA (°) | 0.07 | 2.85 | 0.8372 | −0.20 | 3.42 | 0.7089 | 0.7691 | −0.74 | 2.05 | 0.1078 | −1.84 | 3.30 | 0.0177* | 0.1188 | −0.67 | 3.56 | 0.3042 | −2.04 | 3.70 | 0.0366* | 0.2055 | ||||||||
Mandibular plane angle (Go-Gn to SN) (°) |
0.05 | 3.18 | 0.7075 | 0.35 | 2.74 | 0.6407 | 0.4518 | −0.47 | 1.75 | 0.2757 | −1.40 | 2.29 | 0.0228* | 0.1124 | −0.42 | 3.55 | 0.4476 | −1.05 | 3.04 | 0.1004 | 0.5207 | ||||||||
Occlusal plane to SN angle (°) |
−0.70 | 3.27 | 0.1244 | −1.93 | 3.73 | 0.0064** | 0.2189 | 0.17 | 2.39 | 0.8722 | −0.43 | 3.93 | 0.1454 | 0.0736 | −0.53 | 4.31 | 0.3482 | −2.36 | 5.00 | 0.0569 | 0.1372 | ||||||||
Palatal plane angle (°) |
−1.00 | 2.49 | 0.0188* | −0.79 | 3.74 | 0.1084 | 0.6730 | −0.06 | 2.89 | 0.5201 | −1.57 | 3.19 | 0.0383* | 0.0356* | −1.06 | 2.93 | 0.0390* | −2.36 | 2.55 | 0.0015** | 0.0862 | ||||||||
AB to mandibular plane (°) |
2.00 | 3.87 | 0.0052** | 0.12 | 4.55 | 0.8228 | 0.1232 | −0.23 | 2.30 | 0.3528 | −1.08 | 2.10 | 0.0569 | 0.2914 | 1.77 | 4.39 | 0.0217* | −0.96 | 4.68 | 0.2627 | 0.0318* | ||||||||
ODI (°) | 1.00 | 4.32 | 0.2312 | −0.67 | 5.99 | 0.4781 | 0.1926 | −0.29 | 3.79 | 0.7275 | −2.65 | 3.88 | 0.0051** | 0.0318* | 0.72 | 4.76 | 0.5858 | −3.33 | 5.60 | 0.0169* | 0.0132* | ||||||||
Harvold unit difference (mm) |
4.78 | 3.03 | < 0.0001*** | 6.00 | 4.04 | 0.0001*** | 0.2330 | 1.80 | 2.47 | 0.0004*** | 3.36 | 2.24 | 0.0002*** | 0.0184* | 6.58 | 3.36 | < 0.0001*** | 9.36 | 4.84 | 0.0001*** | 0.0240* | ||||||||
U1 to SN (°) | 3.57 | 7.88 | 0.0217* | 2.95 | 8.66 | 0.0365* | 0.8400 | 0.91 | 3.23 | 0.0697 | 2.45 | 5.30 | 0.0930 | 0.5327 | 4.48 | 7.46 | 0.0031** | 5.40 | 9.41 | 0.0206* | 0.8115 | ||||||||
IMPA (°) | 2.90 | 6.29 | 0.0202* | −2.07 | 5.45 | 0.0859 | 0.0102* | 1.33 | 3.14 | 0.0227* | 3.38 | 4.50 | 0.0051** | 0.0914 | 4.23 | 6.53 | 0.0019** | 1.31 | 5.24 | 0.4553 | 0.1472 | ||||||||
Interincisal angle (°) | −6.77 | 10.47 | 0.0016** | −1.30 | 10.61 | 0.5016 | 0.0638 | −1.48 | 4.25 | 0.0548 | −4.02 | 5.70 | 0.0036** | 0.1104 | −8.25 | 10.43 | 0.0003*** | −5.32 | 10.36 | 0.0438* | 0.2088 | ||||||||
Overbite (mm) | −0.41 | 2.38 | 0.3127 | −1.57 | 3.08 | 0.0479* | 0.2790 | −0.36 | 1.12 | 0.0837 | −0.14 | 1.71 | 0.6813 | 0.5632 | −0.77 | 2.13 | 0.0984 | −1.70 | 2.75 | 0.0169* | 0.2553 | ||||||||
Overjet (mm) | 2.77 | 3.00 | < 0.0001*** | 1.76 | 2.20 | 0.0051** | 0.1958 | −0.52 | 1.76 | 0.0631 | −1.47 | 2.30 | 0.0169* | 0.1005 | 2.26 | 2.63 | 0.0001*** | 0.29 | 1.95 | 0.5503 | 0.0053** | ||||||||
Nasolabial angle (°) | −2.10 | 9.32 | 0.1138 | −6.75 | 12.39 | 0.0478* | 0.0613 | −0.16 | 7.90 | 0.7141 | −1.15 | 12.33 | 0.6542 | 0.7136 | −2.27 | 11.63 | 0.2641 | −7.90 | 9.76 | 0.0057** | 0.0986 |
FMMP, facemask with miniplate; T0, before secondary alveolar bone grafting and commencement of FMMP therapy; T1, after stop using the FMMP; T2, at minimum 15 years of age; SD, standard deviation; SNA, sella-nasion-point A; SNB, sella-nasion-point B; ANB, point A-nasion-point B; A to N-Perp, point A to N-perpendicular; A-VRP, point A-vertical reference plane; Pog, pogonion; APDI, anteroposterior dysplasia indicator; PFH, posterior facial height; AFH, anterior facial height; FMA, Frankfort to mandibular plane angle; Go, gonion; Gn, gnathion; SN, sella-nasion; AB, point A-point B; ODI, overbite depth indicator; U1, upper central incisor; IMPA, incisor mandibular plane angle.
Table 5
Functions at group centroids | Function 1 | |
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Group | FMMP-Nonsurgery group | 0.412 |
FMMP-Surgery group | –0.680 |
Table 6
Table 7
Park et al.15 (2015) | Yun-Chia Ku et al.19 (2018) | The present study | |
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Anterior cranial base length | SN | ||
Position and size of the maxilla | A to N-perpendicular | Maxillary length | |
Position, size and shape of the mandible | Gonial angle | SNB | Mandibular body length |
Mandibular body length | |||
Intermaxillary sagittal relationship | ANB | ANB | ANB |
APDI | APDI | ||
Wits appraisal | Wits appraisal | ||
Harvold unit difference | Harvold unit difference | ||
Intermaxillary vertical relationship | Overbite | ||
Intermaxillary sagittal and vertical relationship | ODI | ||
AB to mandibular plane angle | |||
Dental compensation | IMPA | L1-MP (IMPA) | Overjet |
Overjet | Overjet | ||
Method | Machine learning (Feature Wrapping method with support vector machine/sequential forward search algorithms) | Receiver operating characteristic analysis with a scoring system model based on 3 dichotomized variables | Discrimination analysis |
Predictors | 10 cephalometric variables | ANB, ≤ –0.45° | 6 cephalometric variables |
Overjet, ≤ −2.00 mm | |||
Maxillary length, ≤ 47.25 mm | |||
Diagnostic accuracy (%) | 77.3 | 86.9 (sum of score: 2) | 69.8 |
Sensitivity (%) | 99.0 | 90.0 | 69.7 |
Specificity (%) | 74.1 | 83.9 | 70.0 |