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ORIGINAL ARTICLE Miniscrews for orthodontic anchorage: analysis of risk factors correlated with the progressive susceptibility to failure Yilin Xin,a Yeke Wu,b Chenjou Chen,a Chen Wang,a and Lixing Zhaoa Chengdu, China aState Oral D tolog bDepa nese M All au tentia This w of Ch Addre and N thodo Third scu.ed Subm 0889- � 202 https: Introduction: The phenomenon of orthodontic anchorage miniscrews loosening after being implanted several times happens in daily clinical practice, and the reasons need to be traced. This study aimed to investigate the underlying risk factors influencing the progressive susceptibility of orthodontic miniscrews to failure. Methods: Overall, 889 miniscrews were successively inserted into 347 patients because some loosened or fell off once, twice, or more before achieving their purposes. The number of miniscrew failures (ie, once, twice, or more) was defined as progressive susceptibility to failure. The clinical indicators were assessed via univariate analysis, mul- ticollinearity diagnosis, and Poisson log-linear regression model with stepwise calculation to screen out. Results: The progressive susceptibility of miniscrews to failure was proved to be affected by the age of patients, the onset of force application, site of placement, and appliance type. Age and onset of force application pre- sented a negative relationship with susceptibility. Miniscrews inserted in the palatal region appeared to be more stable than the forepart of the arch. In contrast, the retromaxillary and retromandibular areas obtained the lowest stability. The patients with fixed appliances were more unlikely to suffer progressive failure than removable appliances. In addition, the larger number of screws inserted in each patient, the greater probability of failure. Conclusions: Younger people with removable appliances that miniscrews inserted in the retromax- illary or retromandibular regions and earlier onsets of loading had a higher progressive susceptibility to loos- ening. Meanwhile, the failure rate was elevated with the increasing number of screws per patient received. (Am J Orthod Dentofacial Orthop 2022;-:e1-e11) There is no doubt that anchorage control is thebedrock of successful orthodontic treatment.Orthodontists have always preferred and pursued absolute anchorage because of its superior ability to stay stationary when tooth movement happens. Because Gainsforth and Higley1 used an absolute anchorage device in dogs as pioneers for traction in 1945, plenty of intraoral and extraoral appliances have been Key Laboratory of Oral Diseases, and National Clinical Research Center for iseases, and Department of Orthodontics, West China Hospital of Stoma- y, Sichuan University, Chengdu, China. rtment of Stomatology, Hospital of Chengdu University of Traditional Chi- edicine, Chengdu, China. thors have completed and submitted the ICMJE Form for Disclosure of Po- l Conflicts of Interest, and none were reported. ork was supported by grants from the National Nature Science Foundation ina (Nos. 31670992 and 81973684). ss correspondence to: Lixing Zhao, State Key Laboratory of Oral Diseases, ational Clinical Research Center for Oral Diseases, and Department of Or- ntics, West China Hospital of Stomatology, Sichuan University, No. 14, Section, Renminnan Rd, Chengdu 610041, China; e-mail, zhaolixing@ u.cn. itted, February 2022; revised and accepted, July 2022. 5406/$36.00 2 by the American Association of Orthodontists. All rights reserved. //doi.org/10.1016/j.ajodo.2022.07.013 fabricated, which requires the patient’s compliance. The anchorage control paradigm has shifted toward temporary anchorage devices, including miniscrews and miniplates.2 Although the success rates of minis- crews are inferior to miniplates, they are still popular with orthodontists owing to the advantages such as easier implantation and removal on account of tiny vol- ume, minimized tissue invasion from surgery, and the fewest constraints of the optional placement locations in the alveolar bone.3 In recent decades, extensive clin- ical studies and systematic reviews have reported the wide application of orthodontic miniscrews. Unfortunately, the most undesirable weakness for miniscrews is a lack of stability and the possibility of loos- eningbefore accomplishing the clinical purpose. Although it was reported that the success rate of miniscrews ex- ceeded 90.00%, loosenings of miniscrews frequently happened in daily clinical practice because of the enor- mous amount of patients.4 When miniscrews are loose or fall off, the alternative solutions are to change the treat- ment plan or reinsert them, but they might repeatedly fail with secondary or third reimplantation. Indeed, the risk factors contributing to the instability of primarily inserted e1 Delta:1_given name Delta:1_surname Delta:1_given name Delta:1_surname Delta:1_given name mailto:zhaolixing@scu.edu.cn mailto:zhaolixing@scu.edu.cn https://doi.org/10.1016/j.ajodo.2022.07.013 Fig 1. Structure of 2 types of miniscrews from 2 brands. VectorTAS (6.0 3 1.4 mm and 8.0 3 1.4 mm [gold] and 10.0 3 2.0 mm [blue]) and Microimplant Anchorage (rep- resents all size miniscrews in this study [gray]). e2 Xin et al miniscrews were reported by previous research. Neverthe- less, only a few studies focused on the second or third insertion of miniscrews, and the conclusion of these studies remains elusive because of contradictory find- ings.5-8 Primary or secondary failure of miniscrews might be attributed to incidental factors such as variable bone quality of the insertion sites, improper surgical procedures operated by inexperienced clinicians, and periimplantitis caused by poor oral hygiene.9 In contrast, for those repetitively occurring failures, theremight bepo- tential intractable influential factors that could be traced. However, it is still a vacancy in the research field regarding the progressive susceptibility of consecutively failed miniscrews to loosening or falling off. Therefore, this study was designed to investigate the underlying indicators affecting the outcomes of miniscrews, including success and number of failures (ie, once, twice, or more), which indicated the progres- sive susceptibility to instability. MATERIAL AND METHODS The study design and ethical considerations were approved by West China Hospital of Stomatology, Si- chuan University (No. WCHSIRB-D-2021-502). The medical history of subjects was obtained to analyze retrospectively in this study. Subjects comprised in this study belonged to 2 different experienced orthodontists (L.Z. et al). Both of them had received professional and strict training in the department of orthodontics, and the operation was homogeneous. Written informed con- sent was obtained from each patient or their parents before surgery. Patients were enrolled in this study with titanium alloy miniscrews (VectorTAS; Ormco, Glendora, Calif; and Microimplant Anchorage; Dentos, Daegu, South Korea) (Fig 1) of different sizes (6.0 3 1.4 mm, 8.0 3 1.4 mm, 10.0 3 2.0 mm; expressed as length 3 diameter) inserted as orthodontic anchorage from January 2017 to December 2020. The sample who records with pathologic bone loss, history of any le- sions or bone disorders affecting bone density, medica- tions affecting bone density, or underlying cysts were identified and excluded from this study. Subjects belonged to 2 different experienced ortho- dontists and were thus divided into 2 clinical groups to record and compare the data. Before the surgery, cone- beam computed tomography (CBCT) images were ob- tained to analyze the anatomic features (root proximity, cortical bone thickness [CBT], maxillary sinus, etc) and determine the appropriate location for the miniscrews insertion. The diameter and length of miniscrews were selected to avoid injuring roots and minimize damage to the surrounding tissues. After anesthetic infiltration, all miniscrews were inserted by flapless surgery with the - 2022 � Vol - � Issue - American self-drilling procedure (Fig 2).After surgery, an antibiotic (amoxicillin) was prescribed for 3 days with a dose of 1.0 g/d that should not exceed 4.0 g/d only comprised sub- jects in group 1. In addition, 0.12% chlorhexidine mouthwash was prescribed for a week for all subjects. No indications of mobility on placement were detected. All procedures in each group were performed by the same orthodontist with an assistant. The force used for the anchorage procedure would range from 50-200 g of force. In addition, miniscrews were removed once sta- bility was not achieved, and a novel miniscrew with the same or a different size (with a change in diameter and length) would be reinserted into the original position (be- tween the same pair of teeth as the first insertion with the mesial or distal position, height and insertion angle slightly changed) or a different site after various periods. In most patients, it tended to be reinserted consecutively 2-3 or even 4 times, except for some subjects changed to other anchorages, such as face-bow or Nance holding arch. Clinical success was defined as no clinically detect- able mobility until they accomplished their clinical pur- pose, and the miniscrews that did not meet these criteria were considered failures. To investigate the potential risk factors correlated with the outcomes of the consecutively inserted miniscrews, 21 indicators were included and divided into 3 categories: host factors, miniscrew factors, and management factors (Table I). Meanwhile, the total number of miniscrews insertion per person and overall failure rate (divide the total number of failed miniscrews by the total number of inserted miniscrews for each Journal of Orthodontics and Dentofacial Orthopedics Fig 2. Miniscrew inserted into the retromaxillary area with the self-drilling procedure in a patient treated with a removable appliance. Xin et al e3 patient) were also gathered. It is worth noting that, in the classification of indicators, the sagittal skeletal facial pattern was expressed as ANB, representing the angle of skeletal points A, B, and nasion. Meanwhile, the ver- tical skeletal facial pattern was determined according to SN-MP, defined as the angle of the mandibular plane to the sella-nasion plane. Additional factors have been listed in Table I and will not be discussed specifically here. Radiographic data were assessed by cortical and cancellous bone density, CBT, bone quantity, and dis- tance between inserted site teeth roots via RadiAnt DI- COM viewer (Medixant, Poznan, Poland) software. After multiplanar reconstruction by RadiAnt DICOM viewer and transverse plane were used to determine the most suitable slice after alignment with reference planes passing through the incisive foramen and poste- rior nasal spine (Fig 3). In the maxilla, use the interradic- ular site from the second premolar and first molar as an example (located 6.0mm from the cementoenamel junc- tion) to assess imaging data (Fig 4). In addition, use the mandible located 5.0 mm from the cementoenamel junction (Fig 5) to measure the variables we need (Figs 6 and 7). Pearson’s c2 or Fisher exact test was selected to calculate the underlying independent categorical vari- ables. One-way analysis of variance or the Kruskal- Wallis test was conducted for continuous variables. Moreover, carrying out the normality test was indispens- able to confirm the most appropriate statistical test model. To eliminate the interference caused by multicol- linearity among the 21 independent variables, as the American Journal of Orthodontics and Dentofacial Orthoped host factor was taken into account, we performed a mul- ticollinearity diagnosis using Spearman correlation anal- ysis. Parameters indicated to be significant by univariate analysis were put into Poisson log-linear regression model in a generalized estimating equation and calcu- lated stepwise with the robust estimate. The dependent variable in Poisson log-linear regression was the number of miniscrew failures, including never failed (y 5 0), failed once (y 5 1), and failed twice or more (y 5 2). The incidence rate ratio (IRR) and 95% confidence inter- val were calculated for the significant variables from the final generalized estimating equation model. A P value of #0.05 was considered statistically significant as determined with SPSS (version 25.0; IBM Corp, Armonk, NY). RESULTS Three hundred forty-seven patients (55 male, 292 fe- male; aged 25.62 6 7.43 years) with a total of 889 miniscrews inserted as orthodontic anchorage were included in this retrospective study lasting for 5 years. Because children and teenagers were enrolled, we did not incorporate smoking and systemic conditions into the clinical variables. Overall, 77.62% (690 out of 889) of the miniscrews did not become loose. In contrast, 17.10% (152 out of 889) of miniscrews failed once, and 5.29% (47 out of 889) failed twice or more during reimplantation. Because the normality test proved that age and onset of force application data were not nor- mally distributed, data were analyzed with the Kruskal- Wallis test. One-way analysis of variance was used for ics - 2022 � Vol - � Issue - Table I. The list of 21 independent variables Category Variable classification Host factors Gender Male, female Age 10-59 y Sagittal skeletal relationships (ANB) Class III (\2�), Class I (2�-4�), Class II (.4�) Vertical skeletal pattern (SN-MP) Low angle (\29�), average angle (29�-40�), high angle (.40�) Bone mineral density of cancellous bone, Hu 36.51-1184.74 Bone mineral density of cortical bone, Hu 268.40-1995.41 CBT, mm 0.48-6.02 mm Bone quantity, mm 2.71-18.93 mm Distance between inserted teeth roots, mm 0.74-8.25 mm Oral hygiene Good, fair, poor Miniscrew factors Diameter, mm 1.4, 2.0 Length, mm 6.0, 8.0, 10.0 Different brands of miniscrews VectorTAS and Microimplant Anchorage Management factors The onset of force application, d 0-361 Clinical purpose Anterioposterior direction (retraction and molar distalization), vertical direction(intrusion and protraction), combination (uprighting and combination among others) Clinician groups 1 and 2 Site of placement Retromaxillary/retromandibular area, forepart area, palatal area, Maxillary and mandibular arch of placement Maxilla and mandible Left and right sides of the arch Left and right Placement: soft-tissue type Attached gingiva and movable mucosa Appliances type Fixed and removable CBT, cortical bone thickness. e4 Xin et al continuous data with a normal distribution like the bone mineral density of cancellous bone, the bone mineral density of cortical bone, CBT, bone quantity, and dis- tance between inserted teeth roots. The outcomes of the univariate analysis are shown in Table II. A P value of \0.05 was identified for the following variables: age and oral hygiene of patients, brands of miniscrews, the onset of force application, clinical groups, site of placement, and appliance type. Eliminating the interfer- ence among variables via the multicollinearity diagnosis was analyzed by Spearman correlation analyses, and the outcomes are shown in Figure 8. Then variables were put into Poisson log-linear regression model, suggesting that the age (IRR, 0.977; P 5 0.021), the onset of force application (IRR, 0.995; P 5 0.001), site of placement (IRR, 0.498; P 5 0.010), and appliance type (IRR, 1.664; P5 0.005) were associ- ated with incidence rate (Table III, Fig 9). According to the Poisson log-linear regression model results, younger patients were more vulnerable to loosening than older patients. The later onset of force application for minis- crews achieved relatively higher stability. Miniscrews in- serted in the retromaxillary or retromandibular area were more susceptible to mobility than the forepart area, whereas the palatal area was the most favorable district with the lowest failure rate. Patients with fixed - 2022 � Vol - � Issue - American orthodontic appliances are more unlikely to suffer from progressive susceptibility of orthodontic minis- crews to failure than removable appliances(Invisalign; Align Technology, Santa Clara, Calif). In addition, the to- tal number of miniscrews each subject received was posi- tively correlated (correlation coefficient 5 0.549; P \0.001) with the overall failure rate according to the Spearman correlation analysis. DISCUSSION Based on our previous research, this study was inno- vative in further exploring the correlations from the potential clinical indicators, including host, miniscrews, and management factors, to the progressive susceptibil- ity of miniscrews to loosening for zero, once, and twice or more.10-13 It demonstrated factors including age, site of placement, the onset of force application, and orthodontic appliance type correlated with the progressive susceptibility for miniscrews to failure. In contrast to other studies that focused only on the success rate of primarily inserted miniscrews, we classified the ending into 3 sequential grades: succeed, failed once, and failed twice or more. The clinical indicators significantly affected the outcome of miniscrews, which allowed failure times to be traced. The unstable and subjective parameters, such as Journal of Orthodontics and Dentofacial Orthopedics Fig 3. Reference planes via multiplanar reconstruction. Fig 4. Located at 6.0 mm from the cementoenamel junction (CEJ) in the maxilla. Fig 5. Located at 5.0 mm from the cementoenamel junction (CEJ) in the mandible. Xin et al e5 American Journal of Orthodontics and Dentofacial Orthopedics - 2022 � Vol - � Issue - Fig 6. Cortical and cancellous bone mineral density measurement in round area. Fig 7. Cortical bone thickness (CBT), bone quantity, and distance between inserted site teeth roots assessment. e6 Xin et al management factors that vary with operators, were accounted for by statistical analysis. For host-related factors, the continuous character of data was retained to preserve the authentic information because the artificial classification of age might alter the feature of original data leading to a biased conclusion. Age was negatively correlated with the progressive susceptibility of miniscrews for loosening (ie, screws in- serted in older patients tended to be more stable than those in younger patients). This coincided with the study declaring that the success rate of mini-implants was higher in subjects aged .35 years.4 In addition, in a meta-analysis by Hong et al,14 significant differences in the success rate of miniscrews between people aged $20 years and \20 years existed only if the sample size surpassed 200, and the authors suggested an alterna- tive for removable or extraoral appliances in adolescents. Alharbi et al15 indicated that the failure rate was 8.60% - 2022 � Vol - � Issue - American for miniscrews placed in young patients (aged#18 years), whereas it was 11.20% for adults (aged .18 years). In summary, the outcome for studies with classification criteria of 18, 20, or 35 years was consistent with our find- ings, indicative of higher miniscrews stability in older sub- jects. Some researchers suggested that higher bone quality, bone quantity, and CBT in older subjects might explain this phenomenon3,16; although, in this study, the influence of these variables was not significant. In this study, the age range was not large enough, and the majority of subjects were younger. In addition, the sample size for CBCT data included in this study was partly insuf- ficient because of loss or poor quality of data. Further- more, contradictory findings have shown miniscrews were more unstable in older patients,17,18 which might be due to a higher proportion of adolescent vs adult sub- jects in the sample.15 As such, the age range of the sub- jects should be greater in future studies. Additional Journal of Orthodontics and Dentofacial Orthopedics Table II. The result of univariate analysis with demographic information Indicators Y 5 0 (miniscrews never failed) Y 5 1 (miniscrews failed once) Y 5 2 (miniscrews failed twice or more) P value Gender 0.831 Male 108/889 (12.15) 25/889 (2.81) 6/889 (0.67) Female 582/889 (65.47) 127/889 (14.29) 41/889 (4.61) Age (26 y [21, 30])z 690/889 (77.62) 152/889 (17.10) 47/889 (5.29) Sagittal skeletal relationships (ANB) 0.183 Class III 130/889 (14.62) 28/889 (3.15) 9/889 (1.01) Class I 140/889 (15.75) 43/889 (4.84) 7/889 (0.79) Class II 420/889 (47.24) 81/889 (9.11) 31/889 (3.49) Vertical skeletal pattern (SN-MP) 0.244 Low angle 112/889 (12.60) 20/889 (2.25) 4/889 (0.45) Average angle 352/889 (39.60) 90/889 (10.12) 25/889 (2.81) High angle 226/889 (25.42) 42/889 (4.72) 18/889 (2.02) Bone mineral density of cancellous bone (417.33 6 174.51 Hu)y 412/544 (75.74) 97/544 (17.83) 35/544 (6.07) Bone mineral density of cortical bone (831.71 6 265.37 Hu)y 415/544 (76.29) 96/544 (17.65) 33/544 (6.07) CBT (1.84 6 0.86 mm)y 415/544 (76.29) 96/544 (17.65) 33/544 (6.07) Bone quantity (12.62 6 2.62 mm)y 416/544 (76.47) 95/544 (17.46) 33/544 (6.07) Distance between inserted teeth roots (3.14 6 1.41 mm)y 412/544 (75.74) 95/544 (17.46) 33/544 (6.07) Oral hygiene 0.008* Good 29/889 (3.26) 14/889 (1.57) 5/889 (0.56) Fair 425/889 (47.81) 76/889 (8.55) 29/889 (3.26) Poor 236/889 (26.55) 62/889 (6.97) 13/889 (1.46) Miniscrew length, mm 0.728 6.0 11/889 (1.24) 4/889 (0.45) 0/889 (0.00) 8.0 657/889 (73.90) 143/889 (16.09) 47/889 (5.29) 10.0 22/889 (2.47) 5/889 (0.56) 0/889 (0.00) Miniscrew diameter, mm 0.690 1.4 668/889 (75.14) 147/889 (16.53) 47/889 (5.29) 2.0 22/889 (2.47) 5/889 (0.56) 0/889 (0.00) Different brands of miniscrews 0.035* VectorTAS 384/889 (43.19) 102/889 (11.47) 27/889 (3.04) Microimplant Anchorage 306/889 (34.42) 50/889 (5.62) 20/889 (2.25) The onset of force application§ (43 d [22, 107])z 689/889 (77.50) 121/889 (13.61) 20/889 (2.25) Clinical purpose 0.733 Anterioposterior direction (retraction and molar distalization) 630/889 (70.87) 134/889 (15.07) 44/889 (4.95) Vertical direction (intrusion and protraction) 37/889 (4.16) 12/889 (1.35) 2/889 (0.22) Combination (uprighting and combination among others) 23/889 (2.59) 6/889 (0.67) 1/889 (0.11) Clinician groups 0.031* 1 334/889 (37.57) 91/889 (10.24) 26/889 (2.92) 2 356/889 (40.04) 61/889 (6.86) 21/889 (2.36) Site of placement 0.049* Retromaxillary/retromandibular area 626/889 (70.42) 135/889 (15.19) 43/889 (4.84) Forepart area 57/889 (6.41) 11/889 (1.24) 2/889 (0.22) Palatal area 7/889 (0.79) 6/889 (0.67) 2/889 (0.22) Maxillary and mandibular arch of placement 0.103 Maxilla 523/889 (58.83) 117/889 (13.16) 42/889 (4.72) Mandible 167/889 (18.79) 35/889 (3.94) 5/889 (0.56) Left and right sides of the arch 0.221 Left 352/889 (39.60) 66/889 (7.42) 22/889 (2.47) Right 338/889 (38.02) 86/889 (9.67) 25/889 (2.81) Placement: soft-tissue type 0.638 Attached gingiva 627/889 (70.63) 138/889 (15.52) 45/889 (5.06) Movable mucosa 63/889 (7.09) 14/889 (1.57) 2/889 (0.22) Xin et al e7 American Journal of Orthodontics and Dentofacial Orthopedics - 2022 � Vol - � Issue - Table II. Continued Indicators Y 5 0 (miniscrews never failed) Y 5 1 (miniscrews failed once) Y 5 2 (miniscrews failed twice or more) P value Appliances type 0.037* Fixed 593/889 (66.70) 118/889 (13.27) 40/889 (4.50) Removable 97/889 (10.91) 34/889 (3.82) 7/889 (0.79) Note. Presented values are n/total n (%). Normally distributed continuous variables are shown as mean6 standard deviation, whereas nonnormally distributed variables are shown as median (interquartile range). CBT, cortical bone thickness. *Statistically significant (P\0.05); yNormally distributed continuous variables are shown as mean6 standard deviation; zNonnormally distributed variables are shown as median (interquartile range); §Fifty-nine miniscrews loosed before the onset of force application. Fig 8. Correlation coefficient (cc) about significant results of Spearman correlation analysis. cc .0, positive correlation; cc\0, negative correlation; |cc| 5 0.0-0.2, very weak correlation; |cc| 5 0.2-0.4, weak correlation; |cc| 5 0.4-0.6, moderate correlation; |cc| 5 0.6-0.8, strong correlation;|cc| 5 0.8- 1.0, very strong correlation. Table III. The outcomes of the Poisson log-linear regression model for significant factors Indicators Exp(b),95% confidence interval P value Age 0.977 (0.958-0.997) 0.021 Onset of force application 0.995 (0.992-0.998) 0.001 Appliances type 1.664 (1.166-2.318) 0.005 Site of placement 0.498 (0.284-0.84) 0.010 e8 Xin et al factors, including smoking, periodontal conditions, and systematic diseases, should also be considered. For the site of placement, this study presented the palatal region as the most appropriate site for stable insertion and superior to the forepart area of the arch, - 2022 � Vol - � Issue - American whereas the retromaxillary and retromandibular zone was the least stable. Mohammed et al19 indicated the success rate was 90.80% in the area from the second pre- molar to the first molar in the maxilla and 90.30% for the area between the lateral incisor and the canine; however, each of these sites lagged behind the palatal district. Ue- sugi et al6 revealed secondary insertion in the midpalatal suture area obtained higher stability than the maxillary buccal area (MB) for those who failed in the primary installation of MB. As such, they proposed to change the secondary insertion site to the midpalatal suture area for the thinner soft tissue, thicker cortical bone, and more favorable oral hygiene than MB.6 Notably, oral hygiene has been proved to be an important Journal of Orthodontics and Dentofacial Orthopedics Fig 9. Forest plot about incidence rate ratio (IRR) of the Poisson log-linear regression model for sig- nificant factors. Xin et al e9 predictor of the success of miniscrews—especially in- serted in the palatal area—although no strong correla- tion was found in this study between it and the progressive susceptibility to failure.20 To some extent, the biased conclusion might be derived from grading oral hygiene status based on the entire oral cavity rather than delicate regional divisions, such as the buccal or palatal area. Overall, the median and paramedian regions of the anterior palate are considered to be ideal place- ment sites for miniscrews because of the lower possibility of contacting the tooth roots.21 The paramedian area seemed preferable as it demands a shorter force arm and possesses the greatest palatal CBT between the canine and first premolar.21 In addition, a study showed the miniscrews with a greater distance to the alveolar crest had a higher success rate.22 This study demonstrated no significant difference in the success rate of miniscrews inserted on the left or right side. In contrast, a higher failure rate was reported on the right side in Park et al.23 This might be attributed to the overwhelming superiority of right-handed sub- jects in quantity, leading to easier access to the left for better hygiene.23 The optimal onset of force application has long been a disputed issue as to whether a period of healing is necessary for miniscrews stability. Previous research demonstrated immediate loading might destabilize implants and result in more failures.24-26 Chen et al27 proposed that inflammation control and delayed loading was still necessary for temporary anchorage devices to American Journal of Orthodontics and Dentofacial Orthoped achieve sufficient primary stability even after 3 weeks of healing, although osseointegration was not required at this stage. However, Nkenke et al28 found no obvious differences in daily bone apposition, bone-implant con- tact, and bone density in the presence or absence of early loading. It was also reported that none of the loaded im- plants failed after merely 3 weeks of healing, indicating a shorter latency period required for stabilization.29 In summary, screws can resist the loadings with adequate bone support following the healing period. In this study, approximately 27.60% of miniscrews initiated loading time ranging from immediately to 1 month, whereas 66.70% postponed loading until 3 months. The suscep- tibility to failure was found to reduce along with the postponed onset of loading. With regard to the orthodontic appliance type, fixed appliances were shown to be more unlikely to suffer from progressive susceptibility to failure in this study. However, studies comparing microbiological and peri- odontal changes in teenagers demonstrated better compliance with oral hygiene, less plaque, and fewer gingival inflammatory reactions with removable vs fixed appliances.30 Although patients treated with removable appliances possess better oral hygiene, they had a greater tendency for failure in this study. This may be attributed to patients with removable appliances being more unlikely to postpone the onset of force application because they are always being asked to load in elastic cir- cles themselves until 2 (clinical group 2) or 3 (clinical group 1) weeks after inserting miniscrews by the ics - 2022 � Vol - � Issue - e10 Xin et al orthodontist. In contrast, patients with fixed appliances tend to use elastic chains or coil springs by the ortho- dontist, which could not be replaced themselves. Longer loading latency periods were shown to reduce the sus- ceptibility to loosening or falling off in this study. In addition, patients with removable alliances possess longer intervals of an orthodontic appointment. Thus, conditions such as miniscrews covered by mucosa or inflammation of soft tissues might not be treated promptly. This study showed that the overall failure rate of miniscrews was positively correlated with the number of screws inserted in each subject. Specifically, the more miniscrews received the greater probability of instability. This may be attributed to greater difficulty in maintaining good oral cavity hygiene, especially the soft tissue around the neck of miniscrews, and vulnera- bility to inflammation. In addition, Topouzelis et al31 demonstrated that for each additional miniscrew a patient received, their success rate decreased by 67.00%; thus, indicating more intensive oral hygiene education and observation should be provided. Apart from these factors, host factors (ie, gender, sagittal and vertical skeletal facial patterns, and distance between inserted site teeth roots), miniscrew factors (ie, length and diameter of miniscrew and different brands of miniscrews), and management factors (ie, soft- tissue type placement site, clinical purpose, and maxillary and mandibular arch of placement) were also investigated in this study. Although some of these variables have positive outcomes based on univariate analysis (ie, multicollinearity diagnosis and Poisson log-linear regression model), confounding factors or false positive conditions were filtered out. No significant associations were between these factors and eventual progressive susceptibility to failure. Themajor limitation of this researchwas its retrospec- tive design. Thus, some items could not be traced accu- rately, such as the precise placement angle and loading force, insertion torque, and the proximity of the miniscrew to an adjacent tooth root (lacking CBCT after insertedminiscrews). In contrast, some inserted sites such as infrazygomatic crest or mandibular ramus could be classified further to distinguish the progressive suscepti- bility of orthodontic miniscrew to failure. Therefore, a randomized controlled trial would allow subjects to be followed over time. Finally, the power test analysis for Poisson log-linear regression was not performed before the start of the study because of the baseline rate for progressive susceptibility of orthodontic miniscrews to failure in the population was lacking. Therefore, the sample size might be insufficient within 5 years. This - 2022 � Vol - � Issue - American could be addressed with greater subject enrollment or conducting a multicenter randomized controlled trial as a follow-up to compensate for the shortage. The progressive susceptibility of miniscrews to failure in patients has been associated with age, the onset of force application, theplacement site of screws, and the appliance type. Theolder patientswith delayed orthodon- tic loadings treated with fixed appliances were more insusceptible to miniscrews mobility. Clinicians should use the least amount of miniscrews possible for anchorage control and preferentially select the palatal re- gion or forepart area of the arch, following the original clinical purpose and treatment plan to the greatest extent. CONCLUSIONS 1. The progressive susceptibility of orthodontic miniscrew anchorage to failure was associated with the age of patients, the onset of force application, the site of placement, and orthodontic appliance type. 2. Older people and longer latency periods of loading could reduce the susceptibility to loosening or fall- ing off. 3. The palatal area tended to be the most suitable site for stable implantation, whereas the retromaxillary and retromandibular district was the worst. 4. Patients treated with removable appliances tend to have higher progressive susceptibility to loosening than patients treated with fixed appliances. 5. The more screws each patient receives, the greater probability of failure. AUTHOR CREDIT STATEMENT Yilin Xin contributed to conceptualization, method- ology, software, data curation, original draft prepara- tion, and manuscript review and editing; Yeke Wu contributed to manuscript review and editing; Chenjou Chen contributed to data curation; Chen Wang contrib- uted to data curation; and Lixing Zhao contributed to supervision and funding acquisition. ACKNOWLEDGMENTS The study design and data proofreading were also approved by a statistician (Guanjian Liu, Chinese Evidence-Based Medicine Center, West China Hospital, Sichuan University, Chengdu, China). REFERENCES 1. Gainsforth BL, Higley LB. A study of orthodontic anchorage possi- bilities in basal bone. Am J Orthod Oral Surg 1945;31:406-17. Journal of Orthodontics and Dentofacial Orthopedics http://refhub.elsevier.com/S0889-5406(22)00474-7/sref1 http://refhub.elsevier.com/S0889-5406(22)00474-7/sref1 Xin et al e11 2. Costa A, Raffainl M, Melsen B. Miniscrews as orthodontic anchorage: a preliminary report. 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