Abstract
Osteoporosis is a severe skeletal disease that leads to bone fractures, even disability, if it remains undetected. However, osteoporosis remains frequently unnoticed until a fracture occurs. It is possible for dental practitioners to screen patients at risk of osteoporosis and refer them for an osteoporosis evaluation. Screening can be achieved mainly through dental radiographs and especially panoramic x-rays, where several radiographic indices, such as Mandibular Cortical Width (MCW), Mandibular Cortical Index (MCI), Gonial Index (GI), Antigonial Index (AI), Panoramic Mandibular Index (PMI) and alveolar crest resorption degree (M/M ratio) can be assessed. Furthermore, patients with osteoporosis develop changes in the trabecular bone of their jaws and those alternations can be detected by dentists through periapical and panoramic x-rays. Moreover, periodontitis, which is a major reason for tooth loss, deteriorates when the patient also suffers from osteoporosis. Dentists can thus screen their patients who are possibly unaware of their osteoporosis, and refer them further for dual-energy X-ray absorptiometry (DXA) examination. However, all the above indices are merely indicative of low skeletal bone mineral density and the dentist must always take into account the medical history and clinical risk factors of osteoporosis before further referring to an osteoporosis specialist.
Keywords: Osteoporosis, Panoramic x-rays, Mandibular cortex, Periodontitis, Tooth loss
Introduction
Osteoporosis is a major health problem worldwide, as not only does it deteriorate the quality of life, but it may also lead to severe disability and eventually death. Osteoporosis has been defined as a skeletal disease characterized by low bone mass, microarchitectural degradation of bone tissue leading to enhanced bone fragility and a consequent increase in fracture risk[1]. The WHO scientific group on the assessment of osteoporosis claims that osteoporosis affects more than 75 million people in the United States, Europe and Japan and causes more than 8.9 million fractures annually worldwide[2]. Despite its high incidence and severe consequences on the patient’s life, osteoporosis often remains unnoticed, until a fracture occurs, due to the absence of pain, patient’s lack of information on the subject and frequently because of the limited availability of dual-energy X-ray absorptiometry (DXA) scanners in many areas, owing to their high cost.
On the contrary, dental care services are much more common and easy to access. Age is a common risk factor for both dental problems and osteoporosis and frequently the elderly who seek dental care may also be at risk of suffering from undetected osteoporosis. It is possible for dentists to screen those patients, through x-ray and clinical dental examination and refer them for a DXA test.
Panoramic x-rays
Dental panoramic x-ray or orthopantomogram (OPG) is a routine examination in everyday dental practice. It is estimated that millions of patients undergo dental x-ray examination annually, whereas dental radiological examinations are among the most common reason for x-ray exposure[3]. Several indices assessed in OPGs are used in the literature in order to correlate mandibular changes and BMD[4-6]. For most of them, the cortical margin of the lower jaw is used, as it is more obvious and easy to detect compared to the trabecular bone. Furthermore, the area below the mental foramina is mostly studied, due to (1) the usual lack of muscle attachment there and (2) the fact that the distance between the mental foramen and the inferior margin of the mandibular cortical bone remains relatively stable during the lifespan, irrespective of the alveolar bone resorption following tooth extraction or inflammation.
One of the firstly described radiographic indices is the Mandibular Cortical Index (MCI), also referred to as the Klemetti index or Cortical Erosion which describes the porosity of the inferior border of the mandible and is related to the mandibular bone mineral density. This index involves measurements at the inferior mandibular cortex at the distal to the mental foramina part of the mandible, bilaterally, and findings are separated into three groups. In the first group (C1) the inferior mandibular cortical bone margins are even, while in the second group (C2) moderate erosion exists, as assessed by semilunar findings along the mandibular margin, and also by residues of the cortical bone one to three layers in thickness. The third group (C3) refers to cases with major erosion and cortical porosity[7]. Klemetti et al studied 77 postmenopausal women and found that changes in the mandibular cortex, as shown in OPGs, are significantly related to buccal cortex BMD of lower jaw[7]. These results are similar with the research by Cakur and others, who found that MCI is correlated to vertebral BMD[8]. However, the MCI index validity is limited due to its poor reproducibility and significant intra- and inter-examiner variability[9].
A more valuable and well-studied index is the Mandibular Cortical Width (MCW) index or Mental Index (MI), or Cortical Width which refers to the width of the lower border of the mandible below the two mental foramina[10] (Figure 1). Other indices used in the literature are the Panoramic Mandibular Index (PMI), which describes the ratio of the width of the mandibular cortex to the distance from the mental foramen to the inferior margin of the mandibular cortex[11], the Gonial Index (GI) and Antigonial Index (AI), which depict the thickness of the mandible at the angle, and at the antigonial region respectively[10], and finally, the M/M ratio, which is calculated by dividing the total Mandibular Height by the height from the center of the Mental foramen to the inferior mandibular border[12] (Figure 2). The MCW, PMI and M/M ratio indices are usually measured bilaterally and each value is then averaged.
Figure 1.

Segments from patient’s OPG depict degree of porosity of the inferior border of the mandible (Klemetti Index) and mandibular cortex width (MCW or MI index). Normal cortical porosity and width in a patient without osteoporosis (on the left) and more porous and thinner inferior mandibular cortex of female patient with osteoporosis (on the right).
Figure 2.

Measurements estimated in panoramic X-rays: Mandibular Cortical Width (MCW) or Mental Index or Cortical Width Index: line AB; Panoramic Mandibular Index (PMI): ratio AB/AC; Gonial Index (GI): line d; Antigonial Index (AI): line e; white circle: mental foramen.
Table 1 describes each index and its correlation with osteoporosis as shown in several studies. The MCW or MI index or Cortical Width is the most studied index and has the highest impact on screening osteoporosis, whereas the Gonial and Antigonial Indices are difficult to determine and their reproducibility is lower and consequently are less frequently used in the bibliography[13].
Table 1.
OPG Indices description and relationship with osteoporosis.
| Authors | Population | MCW or MI | MCI | AI | GI | PMI | M/M ratio |
|---|---|---|---|---|---|---|---|
| Mandibular Cortical Width or Mental Index (Cortical Width) | Mandibular Cortical Index (Cortical Erosion) | Antigonial Index (Thickness of the mandible at the antigonial region) | Gonial Index (Thickness of the mandible at the gonial region) | Panoramic Mandibular Index (Ratio of Cortical Width to distance from mental foramento inferior cortical margin) | Ratio of Mandibular height to the distance from center of Mental foramen to inferior mandibular margin) | ||
| Klemetti E, Kolmakow S [7] | 77 postmenopausal women | Significantly related to buccal cortex BMD | |||||
| Cakur B et al.[8] | 25 osteoporotic women | Significantly related to vertebral BMD | |||||
| Devlin H, Horner K[10] | 74 otherwise healthy women | Significantly related to low skeletal BMD | Significantly related to low skeletal BMD | No significant relationship with skeletal BMD | |||
| Horner K, Devlin H[11] | 40 edentulous female patients | Significantly correlated with mandibular BMD | Significantly correlated with mandibular BMD | ||||
| Ledgerton D et al.[13] | 500 OPGs of females | Significant correlation with age | Significant correlation with age | Significant correlation with age | Significant correlation with age | ||
| Devlin H et al.[14] | 671 women | Significant correlation with total hip, femoral neck and lumbar spine T-score | Significant correlation with total hip, femoral neck and lumbar spine T-score | ||||
| Dagistan S, Bilge OM[17] | 40 healthy and osteoporotic men | Significantly related to osteoporosis | No significant relationship | Significantly related to osteoporosis | Significa-ntly related to osteoporosis | ||
| Damilakis J, Vlasiadis K[18] | 151 postmenopausal women aged 38-80 | Significantly related to T-score | Not significantly related | Not significantly related |
Delvin and Horner (2002) in their study, using 74 women who underwent DXA examination, showed that the Cortical Width is significantly correlated to diagnosis of reduced skeletal BMD (T-score ≤-1) and a value of ≤3mm was suggested for DXA referral[10].
A very important study was the Osteodent project, a three year study with the participation of five European countries, aiming to find a reliable x-ray index for the diagnosis of osteoporosis in dental practice[14]. Six hundred seventy-one postmenopausal women 45 to 70 years of age were recruited for this study. It was shown that the cortical porosity of the mandible (Cortical Erosion or MCI or Klemetti index) was inferior in predicting osteoporosis compared to Cortical Width. Furthermore, the authors suggested that only these patients with the thinnest mandibular cortices, e.g Cortical Width ≤3 mm, would benefit from DXA examination and therefore only those patients should be referred, as they are at higher risk of suffering from osteoporosis. Those results are in accordance with the findings by Delvin and Horner above. In addition, if software assessment tools such as OsiriX radiographic viewer are used in combination with measurements of the Cortical Width in x-rays, specificity improves but with a small reduction in sensitivity[15].
Taguchi et al. (2005) showed that Cortical Width and Cortical Erosion can also be used to detect postmenopausal osteoporosis in younger women, aged less than 65 years[16], whereas another study claims that the MI, PMI and AI indices may be useful for screening osteoporosis in men as well, although no significant correlation was found between Cortical Erosion and BMD[17]. In a more resent study, Damilakis and Vlasiadis (2010) measured the MCI, PMI, and M/M ratio in panoramic x-rays of 151 postmenopausal women who underwent DXA examination at the lumbar spine and hip. The results of this study are in accordance with previous studies detecting significant correlation between MCW and osteoporosis, although PMI and M/M ratio results were poorer and no significant relationship was found[18]. Cakur et al. also showed that MCI, which as said describes Cortical Erosion, is significantly correlated with vertebral BMD[8].
Changes in trabecular bone
Apart from alternations in the cortical bone, many studies suggest that the trabecular bone of the jaws especially at the premolar region, can be used for screening patients who may potentially suffer from osteoporosis, although this topic is less well-studied. Changes in the trabecular bone can be detected through periapical mostly and also panoramic x-rays. Intraoral periapical x-rays are a common diagnostic tool for dentists, especially since they demand a small amount of time and their cost is relatively low. It is possible to determine even small modifications in the bone density through digital intraoral x-rays, and therefore early signs of osteoporosis[19].
White et al. in their study suggested that apart from low bone mineral density of the jaws, patients who suffer from osteoporosis also show alternations in the trabecular pattern, and more specifically, fewer number and thinner trabecular plates. In their study, the maxilla performed better in screening osteoporosis compared to the mandible, probably because of the greater ratio of trabecular to cortical bone[20].
In addition, part of the scope of the previously mentioned Osteodent Project was to analyse the trabecular morphology in panoramic and intraoral x-rays and define whether there is a correlation with osteoporosis. It was suggested that the visual determination of the pattern of the trabecular bone in the premolar region can potentially be used for the screening of osteoporosis in dental patients[21]. Moreover, density of the trabecular bone in the premolar region can also contribute to detecting patients with osteoporosis[22]. However, intraoral periapical x-rays were found to have poorer results, compared to panoramic x-rays, with periapical x-rays of the lower jaw outperforming those of the upper jaw[23]. In another paper by the same authors, it was found that upper and lower jaw intraoral x-rays predicted femoral and spinal BMD equally well, but better results occurred when both radiographs were used in combination[24]. As far as periapical x-rays are concerned, studies indicate that higher results occur when jaw trabecular patterns are analysed, rather than when only bone density of the jaws is examined[25]. Meanwhile, other studies suggest that panoramic x-rays are mostly useful in the screening of osteoporosis when both trabecular morphology and age, are studied together[26]. Similarly, another study suggests that trabecular pattern and age have comparable performance in sensitivity and specificity in predicting the presence of osteoporosis, underlying that the combination of age and trabecular pattern analysis significantly increases specificity[25]. In addition, as far as the region of interest is concerned, certain authors find that parts of neighboring teeth can be included in the area of interest, which simplifies the procedure[24], whereas the results of the quantitative analysis of the trabecular pattern are highly reproducible[27].
It is established that oral BMD can demonstrate the osteoporosis status, as it is significantly correlated with vertebral and forearm BMD, as well as with total body calcium. It was shown that postmenopausal women suffering from vertebral fractures had lower mandibular bone mass, compared to fracture free subjects of the same age. In addition, DXA measurements of the mandible assessing the bone mineral content (BMC), demonstrated that the mass of the mandibular bone decreases 1.5% per year in old women, and 0.9% in old men, and it is associated with BMD in the forearm. Similarly, a significant relationship between mandibular and lumbar spine bone mass was confirmed by computed tomography (CT) examinations[28].
Periodontitis and tooth loss
Periodontitis is a chronic inflammatory disease which affects periodontal tissues and leads to alveolar bone resorption and eventually tooth loss and it is a very common reason why patients, especially the elderly, seek dental care. As periodontitis and osteoporosis share many mutual risk factors such as age, smoking, alcohol consumption and low calcium and vitamin D intake[29-31], frequently the two conditions coexist. Many studies that seek a relationship between osteoporosis and tooth loss have been conducted with controversial findings (Table 2).
Table 2.
Relationship between tooth loss and osteoporosis.
| Authors | Population | Association of tooth loss with | Results |
|---|---|---|---|
| Taguchi A et al.[32] | 64 women aged 50-70 years | thoracic spine fracture probability | Significant association |
| Inagaki K et al.[33] | 356 Japanese women | Metacarpal BMD | Significant association only in older postmenopausal women |
| Erdogan O et al.[34] | 108 postmenopausal women | Lumbar BMD | Significant correlation |
| Jang KM et al.[35] | 7315 Korean women | total femur (TF), femur neck (FN), and lumbar spine (LS) | Significant association especially with FN |
| Darcey J et al.[36] | 359 women aged between 45-68 years | Osteoporosis | Significant but weak correlation |
| Nicopoulou-Karayianni K et al.[37] | 651 women aged 45-70 years | Osteoporotic status | Significant association |
| Slaidina A et al.[39] | 79 women aged 49-81 years | Osteoporotic status | No correlation |
| Singh A et al.[40] | 78 postmenopausal women | BMD | No correlation |
Taguchi et al. have shown a relationship between remaining teeth number and the possibility of thoracic spine fractures, concluding that the use by dentists of an equation involving the patient’s age and number of teeth, may assist in the screening of undetected osteoporosis[32]. In accordance with Taguchi findings, Inagaki et al. associated extensive tooth loss with osteoporosis, suggesting the number of remaining teeth as an indicator of low metacarpal bone mineral density, although they claimed that it should not be used alone. The correlation was stronger in older patients, which suggests that tooth loss is greater when osteoporosis exists for many years[33]. Similarly, another research studying postmenopausal women showed that the number of remaining teeth, as well as their clinical attachment loss (CAL), which strongly indicates the presence of periodontitis, are correlated with osteoporosis, as greater CAL values and fewer teeth were found in women with low BMD of the lumbar spine[34]. Other studies also confirm the correlation between tooth loss and skeletal bone mineral density[35-37] and more severe periodontitis is found in patients with osteoporosis rather that those with normal BMD[38].
However, other studies failed to find a significant relationship between tooth loss and osteoporosis, although they do suggest that there is a positive correlation between periodontitis and skeletal BMD[39,40]. Yet, some authors assume that failure to prove a significant relationship between tooth loss and osteoporosis may be attributed to the small study population used in the survey[39].
Therefore, it is recommended that dentists inform their patients about the higher possibility of more rapid progression of periodontitis, and eventually tooth loss, if they also suffer from osteoporosis, compared to patients with normal BMD. However, it is not clear whether it is advisable for all patients with severe tooth loss to undergo DXA examination. Tooth loss is a multifactorial phenomenon, with reduction of BMD having only a small part in its cause, as oral hygiene, periodontitis and caries are the dominant causes for it. As a consequence, osteoporosis alone cannot be safely determined as the main reason for tooth loss. Nevertheless, when clinical history and dental x-ray findings coincide with low bone mineral density, severe tooth loss is an additional positive indicator that the patient would benefit from DXA examination.
Conclusion
It is clear that the dentist has a role in screening undetected osteoporosis in patients who seek dental care, without additional x-ray exposure or time consuming clinical examination, but only by performing the necessary tests for the dental treatment. The major contributor for the low BMD screening is the panoramic x-ray. However, frequently OPG x-rays are of low quality, due to the use of outdated x-ray equipment or the patient’s malpositioning[41]. In this case, they have low diagnostic value for diagnosing osteoporosis. Furthermore, in most studies with positive diagnostic results, dental radiology experts or dentists who underwent special training on the subject took part, but results varied greatly amongst untrained general dentists[42]. This can partially be attributed to the variation in panoramic x-ray quality, the absence of illuminator and magnifying graticules in many instances, and most importantly by the dentists’ ability to recognize the exact points of anatomical radiomorphometric indices.
However, these problems could be surpassed, as suggested by literature[43,44], by using automated digital radiological software programs, which reduce the dentist’s participation and produce highly repetitive results compared to the analog x-ray method[45]. Furthermore, special training of dental practitioners is advisable, concerning screening of osteoporosis in dental patients, as well as their further familiarization with digital x-ray practice. Finally, automated digital software for osteoporosis screening could be included in the purchase of new panoramic x-ray machines, so that dentists can help in the detection of osteoporosis.
It should be emphasized that diagnosis of osteoporosis can be safely assessed only by DXA examination, and signs in the oral cavity and dental x-rays can only be used for primary screening. Dentist’s contribution may be more important in areas with reduced DXA scanners availability and it is always necessary to take into account cost-effectiveness. Furthermore, dentists should consider all aspects including medical history and risk factors of osteoporosis before further referring to an osteoporosis specialist for evaluation and possible DXA examination.
Footnotes
Edited by: George Lyritis
References
- 1.Consensus development conference. Prophylaxis and treatment of osteoporosis. Am J Med. 1991;90:107–10. doi: 10.1016/0002-9343(91)90512-v. [DOI] [PubMed] [Google Scholar]
- 2.WHO Scientific Group on the assessment of osteoporosis at primary care level. 5-7. Brussels, Belgium: Summary meeting report; 2004. May, [Google Scholar]
- 3.United Nations Scientific Committee on the Effects of Atomic Radiation, Sources and effects of ionizing radiation, UNSCEAR 2008 Report to the General Assembly with Scientific Annexes. I:55. [Google Scholar]
- 4.Taguchi A. Triage screening for osteoporosis in dental clinics using panoramic radiographs. Oral Dis. 2010 May;16(4):316–27. doi: 10.1111/j.1601-0825.2009.01615.x. [DOI] [PubMed] [Google Scholar]
- 5.Devlin H, Horner K. Diagnosis of osteoporosis in oral health care. J Oral Rehabil. 2008;35(2):152–7. doi: 10.1111/j.1365-2842.2007.01791.x. [DOI] [PubMed] [Google Scholar]
- 6.López-López J, Estrugo-Devesa A, Jane-Salas E, Ayuso-Montero R, Gómez-Vaquero C. Early diagnosis of osteoporosis by means of orthopantomograms and oral x-rays:A systematic review. Med Oral Patol Oral Cir Bucal. 2011;16(7):e905–13. doi: 10.4317/medoral.17304. [DOI] [PubMed] [Google Scholar]
- 7.Klemetti E, Kolmakow S. Morphology of the mandibular cortex on panoramic radiographs as an indicator of bone quality. Dentomaxillofac Radiol. 1997;26(1):22–5. doi: 10.1038/sj.dmfr.4600203. [DOI] [PubMed] [Google Scholar]
- 8.Cakur B, Sahin A, Dagistan S, Altun O, Caglayan F, Miloglu O, Harorli A. Dental Panoramic Radiography in the Diagnosis of Osteoporosis. J Int Med Res. 2008;36(4):792–9. doi: 10.1177/147323000803600422. [DOI] [PubMed] [Google Scholar]
- 9.Jowitt N, MacFarlane T, Devlin H, Klemetti E, Horner K. The reproducibility of the mandibular cortical index. Dentomaxillofac Radiol. 1999;28(3):141–4. doi: 10.1038/sj/dmfr/4600427. [DOI] [PubMed] [Google Scholar]
- 10.Devlin H, Horner K. Mandibular Radiomorphometric Indices in the Diagnosis of Reduced Skeletal Bone Mineral Density. Osteoporos Int. 2002;13(5):373–8. doi: 10.1007/s001980200042. [DOI] [PubMed] [Google Scholar]
- 11.Horner K, Devlin H. The relationship between mandibular bone mineral density and panoramic radiographic measurements. J Dent. 1998;26(4):337–43. doi: 10.1016/s0300-5712(97)00020-1. [DOI] [PubMed] [Google Scholar]
- 12.Vlasiadis KZ, Skouteris CA, Velegrakis GA, Fragouli I, Neratzoulakis JM, Damilakis J, Koumantakis EE. Mandibular radiomorphometric measurements as indicators of possible osteoporosis in postmenopausal women. Maturitas. 2007;58(3):226–35. doi: 10.1016/j.maturitas.2007.08.014. [DOI] [PubMed] [Google Scholar]
- 13.Ledgerton D, Horner K, Devlin H, Worthington H. Radiomorphometric indices of the mandible in a British female Population. Dentomaxillofac Radiol. 1999;28(3):173–81. doi: 10.1038/sj/dmfr/4600435. [DOI] [PubMed] [Google Scholar]
- 14.Devlin H, Karayianni K, Mitsea A, Jacobs R, Lindh C, van der Stelt P, Marjanovic E, Adams J, Pavitt S, Horner K. Diagnosing osteoporosis by using dental panoramic radiographs:The OSTEODENT project. Oral Surg Oral Med Oral Pathol Oral Radiol Endod. 2007;104(6):821–8. doi: 10.1016/j.tripleo.2006.12.027. [DOI] [PubMed] [Google Scholar]
- 15.Karayianni K, Horner K, Mitsea A, Berkas L, Mastoris M, Jacobs R, Lindh C, van der Stelt PF, Harrison E, Adams JE, Pavitt S, Devlin H. Accuracy in osteoporosis diagnosis of a combination of mandibular cortical width measurement on dental panoramic radiographs and a clinical risk index (OSIRIS):The OSTEODENT project. Bone. 2007;40(1):223–9. doi: 10.1016/j.bone.2006.07.025. [DOI] [PubMed] [Google Scholar]
- 16.Taguchi A, Tsuda M, Ohtsuka M, Kodama I, Sanada M, Nakamoto T, Inagaki K, Noguchi T, Kudo Y, Suei Y, Tanimoto K, Bollen AM. Use of dental panoramic radiographs in identifying younger postmenopausal women with osteoporosis. Osteoporos Int. 2006;17(3):387–94. doi: 10.1007/s00198-005-2029-7. [DOI] [PubMed] [Google Scholar]
- 17.Dagistan S, Bilge OM. Comparison of antegonial index, mental index, panoramic mandibular index and mandibular cortical index values in the panoramic radiographs of normal males and male patients with osteoporosis. Dentomaxillofac Radiol. 2010 Jul;39(5):290–4. doi: 10.1259/dmfr/46589325. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Damilakis J, Vlasiadis K. Have panoramic indices the power to identify women with low BMD at the axial skeleton? Phys Med. 2011;27(1):39–43. doi: 10.1016/j.ejmp.2010.03.002. [DOI] [PubMed] [Google Scholar]
- 19.Nackaerts O, Jacobs R, Pillen M, Engelen L, Gijbels F, Devlin H, Lindh C, Nicopoulou-Karayianni K, van der Stelt P, Pavitt S, Horner K. Accuracy and precision of a densitometric tool for jaw bone. Dentomaxillofac Radiol. 2006;35(4):244–8. doi: 10.1259/dmfr/71134064. [DOI] [PubMed] [Google Scholar]
- 20.White SC, Rudolph DJ. Alterations of the trabecular pattern of the jaws in patients with Osteoporosis. Oral Surg Oral Med Oral Pathol Oral Radiol Endod. 1999;88(5):628–35. doi: 10.1016/s1079-2104(99)70097-1. [DOI] [PubMed] [Google Scholar]
- 21.Lindh C, Horner K, Jonasson G, Olsson P, Rohlin M, Jacobs R, Karayianni K, van der Stelt P, Adams J, Marjanovic E, Pavitt S, Devlin H. The use of visual assessment of dental radiographs for identifying women at risk of having osteoporosis:the OSTEODENT project. Oral Surg Oral Med Oral Pathol Oral Radiol Endod. 2008;106(2):285–93. doi: 10.1016/j.tripleo.2007.09.008. [DOI] [PubMed] [Google Scholar]
- 22.Nackaerts O, Jacobs R, Devlin H, Pavitt S, Bleyen E, Yan B, Borghs H, Lindh C, Karayianni K, van der Stelt P, Marjanovic E, Adams JE, Horner K. Osteoporosis detection using intraoral densitometry. Dentomaxillofac Radiol. 2008;37(5):282–7. doi: 10.1259/dmfr/30424604. [DOI] [PubMed] [Google Scholar]
- 23.Geraets WG, Verheij JG, van der Stelt PF, Horner K, Lindh C, Nicopoulou-Karayianni K, Jacobs R, Harrison EJ, Adams JE, Devlin H. Prediction of bone mineral density with dental radiographs. Bone. 2007;40(5):1217–21. doi: 10.1016/j.bone.2007.01.009. [DOI] [PubMed] [Google Scholar]
- 24.Geraets WG, Verheij JG, van der Stelt PF, Horner K, Lindh C, Nicopoulou-Karayianni K, Jacobs R, Marjanovic EJ, Adams JE, Devlin H. Selecting regions of interest on intraoral radiographs for the prediction of bone mineral density. Dentomaxillofac Radiol. 2008;37(7):375–9. doi: 10.1259/dmfr/29966973. [DOI] [PubMed] [Google Scholar]
- 25.Verheij JG, Geraets WG, van der Stelt PF, Horner K, Lindh C, Nicopoulou-Karayianni K, Jacobs R, Marjanovic EJ, Adams JE, Devlin H. Prediction of osteoporosis with dental radiographs and age. Dentomaxillofac Radiol. 2009;38(7):431–7. doi: 10.1259/dmfr/55502190. [DOI] [PubMed] [Google Scholar]
- 26.Lee BD, White SC. Age and trabecular features of alveolar bone associated with osteoporosis. Oral Surg Oral Med Oral Pathol Oral Radiol Endod. 2005;100(1):92–8. doi: 10.1016/j.tripleo.2004.11.020. [DOI] [PubMed] [Google Scholar]
- 27.Geraets WG, Verheij JG, van der Stelt PF, Horner K, Lindh C, Nicopoulou-Karayianni K, Jacobs R, Devlin H. Osteoporosis and the general dental practitioner:reliability of some digital dental radiological measures. Community Dent Oral Epidemiol. 2007;35(6):465–71. doi: 10.1111/j.1600-0528.2006.00357.x. [DOI] [PubMed] [Google Scholar]
- 28.Civitelli R, Hildebolt C. Oral Manifestations of Metabolic Bone Diseases. In: Rosen CJ, editor. Primer on the Metabolic Bone Diseases and Disorders of Mineral Metabolism. 8th ed. Ames: Wiley-Blackwell; 2013. pp. 948–958. [Google Scholar]
- 29.Geurs NC, Lewis CE, Jeffcoat MK. Osteoporosis and periodontal disease progression. Periodontol 2000. 2003;32:105–10. doi: 10.1046/j.0906-6713.2003.03208.x. [DOI] [PubMed] [Google Scholar]
- 30.Geurs NC. Osteoporosis and periodontal disease. Periodontol 2000. 2007;44:29–43. doi: 10.1111/j.1600-0757.2006.00194.x. [DOI] [PubMed] [Google Scholar]
- 31.Genco RJ, Borgnakke WS. Risk factors for periodontal disease. Periodontol 2000. 2013;62(1):59–94. doi: 10.1111/j.1600-0757.2012.00457.x. [DOI] [PubMed] [Google Scholar]
- 32.Taguchi A, Tanimoto K, Suei Y, Otani K, Wada T. Oral signs as indicators of possible osteoporosis in elderly women. Oral Surg Oral Med Oral Pathol Oral Radiol Endod. 1995;80(5):612–6. doi: 10.1016/s1079-2104(05)80158-1. [DOI] [PubMed] [Google Scholar]
- 33.Inagaki K, Kurosu Y, Yoshinari N, Noguchi T, Krall EA, Garcia RI. Efficacy of Periodontal Disease and Tooth Loss to Screen for Low Bone Mineral Density in Japanese Women. Calcif Tissue Int. 2005;77(1):9–14. doi: 10.1007/s00223-004-0275-x. [DOI] [PubMed] [Google Scholar]
- 34.Erdogan O, Incki KK, Benlidayi ME, Seydaoglu G, Kelekci S. Dental and radiographic findings as predictors of osteoporosis in postmenopausal women. Geriatr Gerontol Int. 2009;9(2):155–64. doi: 10.1111/j.1447-0594.2009.00518.x. [DOI] [PubMed] [Google Scholar]
- 35.Jang KM, Cho KH, Lee SH, Han SB, Han KD, Kim YH. Tooth loss and bone mineral density in postmenopausal South Korean women:The 2008-2010 Korea National Health and Nutrition Examination Survey. Maturitas. 2015 Dec;82(4):360–4. doi: 10.1016/j.maturitas.2015.07.016. [DOI] [PubMed] [Google Scholar]
- 36.Darcey J, Horner K, Walsh T, Southern H, Marjanovic EJ, Devlin H. Tooth loss and osteoporosis:to assess the association between osteoporosis status and tooth number. Br Dent J. 2013;214(4):178–9. doi: 10.1038/sj.bdj.2013.165. [DOI] [PubMed] [Google Scholar]
- 37.Nicopoulou-Karayianni K, Tzoutzoukos P, Mitsea A, Karayiannis A, Tsiklakis K, Jacobs R, Lindh C, van der Stelt P, Allen P, Graham J, Horner K, Devlin H, Pavitt S, Yuan J. Tooth loss and osteoporosis:the osteodent study. J Clin Periodontol. 2009;36(3):190–7. doi: 10.1111/j.1600-051X.2008.01365.x. [DOI] [PubMed] [Google Scholar]
- 38.Pepelassi E, Nicopoulou-Karayianni K, Archontopoulou AD, Mitsea A, Kavadella A, Tsiklakis K, Vrotsos I, Devlin H, Horner K. The relationship between osteoporosis and periodontitis in women aged 45-70 years. Oral Dis. 2012;18(4):353–9. doi: 10.1111/j.1601-0825.2011.01881.x. [DOI] [PubMed] [Google Scholar]
- 39.Slaidina A, Soboleva U, Daukste I, Zvaigzne A, Lejnieks A. Postmenopausal osteoporosis and tooth loss. Stomatologija. 2011;13(3):92–5. [PubMed] [Google Scholar]
- 40.Singh A, Sharma RK, Siwach RC, Tewari S, Narula SC. Association of bone mineral density with periodontal status in postmenopausal women. J Investig Clin Dent. 2014;5(4):275–82. doi: 10.1111/jicd.12047. [DOI] [PubMed] [Google Scholar]
- 41.Rushton VE, Horner K, Worthington HV. The quality of panoramic radiographs in a sample of general dental practices. Br Dent J. 1999;186(12):630–3. doi: 10.1038/sj.bdj.4800182. [DOI] [PubMed] [Google Scholar]
- 42.Devlin CV, Horner K, Devlin H. Variability in measurement of radiomorphometric indices by general dental practitioners. Dentomaxillofac Radiol. 2001;30(2):120–5. doi: 10.1038/sj/dmfr/4600594. [DOI] [PubMed] [Google Scholar]
- 43.Devlin H, Allen PD, Graham J, Jacobs R, Karayianni K, Lindh C, van der Stelt PF, Harrison E, Adams JE, Pavitt S, Horner K. Automated osteoporosis risk assessment by dentists:A new pathway to diagnosis. Bone. 2007 Apr;40(4):835–42. doi: 10.1016/j.bone.2006.10.024. [DOI] [PubMed] [Google Scholar]
- 44.Nakamoto T, Taguchi A, Ohtsuka M, Suei Y, Fujita M, Tsuda M, Sanada M, Kudo Y, Asano A, Tanimoto K. A computer-aided diagnosis system to screen for osteoporosis using dental panoramic radiographs. Dentomaxillofac Radiol. 2008;37(5):274–81. doi: 10.1259/dmfr/68621207. [DOI] [PubMed] [Google Scholar]
- 45.López-López J, Alvarez-López JM, Jané-Salas E, Estrugo-Devesa A, Ayuso-Montero R, Velasco-Ortega E, Segura-Egea JJ. Computer-aided system for morphometric mandibular index computation (Using dental panoramic radiographs) Med Oral Patol Oral Cir Bucal. 2012;17(4):e624–32. doi: 10.4317/medoral.17637. [DOI] [PMC free article] [PubMed] [Google Scholar]
