<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">OJAppS</journal-id><journal-title-group><journal-title>Open Journal of Applied Sciences</journal-title></journal-title-group><issn pub-type="epub">2165-3917</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/ojapps.2020.105016</article-id><article-id pub-id-type="publisher-id">OJAppS-100162</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Biomedical&amp;Life Sciences</subject><subject> Chemistry&amp;Materials Science</subject><subject> Computer Science&amp;Communications</subject><subject> Engineering</subject><subject> Physics&amp;Mathematics</subject></subj-group></article-categories><title-group><article-title>
 
 
  Use of an Electroacoustic Device and Bone Densitometry in the Diagnosis of Osteoporosis: Utility, Validation, and Comparison
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Teodoro</surname><given-names>Cordova-Fraga</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Martha</surname><given-names>Alicia Hernandez-Gonzalez</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Angelica</surname><given-names>Hernandez-Rayas</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Daniel</surname><given-names>Alberto Ponce-Covarrubias</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib></contrib-group><aff id="aff2"><addr-line>IMSS Unidad Médica Alta Especialidadclínica T1 Bajío. Blvd. Adolfo López Mateos S/N, Los Paraísos, León, GTO, Mexico</addr-line></aff><aff id="aff1"><addr-line>Departamento de Ingeniería Física-DCI, Universidad de Guanajuato campus León Loma del Bosque N. 103, Lomas del Campestre, León, GTO, Mexico</addr-line></aff><pub-date pub-type="epub"><day>12</day><month>05</month><year>2020</year></pub-date><volume>10</volume><issue>05</issue><fpage>210</fpage><lpage>218</lpage><history><date date-type="received"><day>7,</day>	<month>April</month>	<year>2020</year></date><date date-type="rev-recd"><day>10,</day>	<month>May</month>	<year>2020</year>	</date><date date-type="accepted"><day>13,</day>	<month>May</month>	<year>2020</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  According to the World Health Organization (WHO), men and women older than 50 years present osteoporosis with reduced bone mass, this is one of the major impact morbidities causes in the world. It may be present in the hip, spine, and wrist. The gold standard technique for osteoporosis diagnosis is the Bone Densitometry (DXA). The evaluation of an electroacoustic device
   is
   as an alternative procedure for the validation and diagnosis of osteoporosis. Diagnosis of osteoporosis severity was carried out in 49 females by using the registers of the DEXA
  ’
  s T-Score values. These were statistically compar
  ed with the measurements performed using the electroacoustic device. Non-Significative difference between measurements was found with ANOVA and Chi-square tests
   
  and the area for the ROC curve on electroacoustic devices was 0.551.
   
  The Bland Altman suggests an excellent concordance between both techniques. This is a non-invasive method that has a proper match with the gold standard. The study suggests that procedure measurements with the electroacoustic device could be implemented as an alternative clinical practice for osteoporosis diagnosis.
 
</p></abstract><kwd-group><kwd>Electroacoustic Device</kwd><kwd> New Diagnostic Tests</kwd><kwd> Densitometry</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>The Mexico country is in an epidemiological transition represented by a rise in chronic degenerative diseases. The osteoporosis disease is one of the causes with major morbidity impact in this country. It may be present in any skeletal area, such as the hip or spine, though it is most likely that the wrists are affected. According to the World Health Organization (WHO) population studies, men and women older than 50 years present reduced bone mass and osteoporosis as follows. For males, the rate is 39% and 44% in the column and in the hip for males, respectively. For women, the osteoporosis rate is 59% for both regions [<xref ref-type="bibr" rid="scirp.100162-ref1">1</xref>].</p><p>The osteoporosis is defined as a systemic disease of the skeleton, characterized by the decrease of bone density with the deterioration of bone tissue leading to an increased risk of bone fragility and fracture. This already has become a public health problem on a world level, with a 30% increase in morbidity and mortality and with an estimated economic impact around $25 trillion dollars per year [<xref ref-type="bibr" rid="scirp.100162-ref2">2</xref>].</p><p>Currently, the gold standard technique for osteoporosis diagnosis is the absorptiometry of X-ray of dual energy, also called Bone Densitometry (DXA). This does expose the patient to ionizing radiation, even though the dose of ionizing radiation is relatively small [<xref ref-type="bibr" rid="scirp.100162-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.100162-ref4">4</xref>] [<xref ref-type="bibr" rid="scirp.100162-ref5">5</xref>]. The test result is determined by the T-score parameter that values fracture risks. Another diagnosis method is the Digital X-ray radiogrammetry (DXR), which presents a low sensitivity and poor predictive utility, as well as a high cost [<xref ref-type="bibr" rid="scirp.100162-ref4">4</xref>] - [<xref ref-type="bibr" rid="scirp.100162-ref12">12</xref>].</p><p>An alternative procedure for this type of evaluation is the diagnosis by using electroacoustic device [<xref ref-type="bibr" rid="scirp.100162-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.100162-ref15">15</xref>], which one uses sound transmission for diagnosis of bone alterations. So, in this work, an alternative procedure for validation and diagnosis of osteoporosis is proposed by using sound transmission.</p><p>An alternative procedure for this type of evaluation is the diagnosis by using an electroacoustic device [<xref ref-type="bibr" rid="scirp.100162-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.100162-ref15">15</xref>], which one uses sound transmission for diagnosis of bone alterations. So, in this work, an alternative procedure for validation and diagnosis of osteoporosis is proposed by using the sound transmission.</p></sec><sec id="s2"><title>2. Methodology</title><sec id="s2_1"><title>2.1. Electroacoustic Device</title><p>The electroacoustic device has already been used for the diagnosis of congenital hip dislocation in newborns [<xref ref-type="bibr" rid="scirp.100162-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.100162-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.100162-ref15">15</xref>]. The setup of the electroacoustic system is shown in <xref ref-type="fig" rid="fig1">Figure 1</xref> schematic: (a) Tip of the device for the stimulus signal generation (b) Femoral head, (c) Tip of the device for the signal acquisition, (d) Pubis and (e) Graphical interface module where it is selected the operates frequency and time of measurement.</p><p>The physics principle of sound propagation suggests that the acoustic effect through porous solid material is different than through a less porous solid of the same material. So, when the generated acoustic signal travels through the bone under study, the signal changes in the amplitude are used to diagnose osteoporosis severity.</p><p>This device was adjusted to operate, in this study, at a frequency of 256 Hz. The out values were presented in decibels. It was established that the power change of a healthy bone is different from the power and frequency of a bone with osteoporosis.</p></sec><sec id="s2_2"><title>2.2. Participants’ Inclusion Criterions in This Study</title><p>This is a cross-sectional, analytical, diagnostic test for patients with clinical suspicion and an X-ray indicative of osteoporosis. All the enrolled subjects in the study signed an informed consent letter. The study group included 45 female patients from 40 to 92 years, all with diagnostic suspicion of osteoporosis. All them were patients of the endocrinology clinic at the High Specialty medical unit of the Baj&#237;o N. 1 hospital of the Mexican Institute of Social Security (IMSS), in Le&#243;n cityin Guanajuato (GTO). The inclusion criteria left out those patients with morbid obesity, incomplete studies of densitometry, pregnancy and those who had undergone a study with contrast medium and/or nuclear medicine 48 h before this measurement study. Subjects with hip prostheses were also excluded.</p><p>The sample size was calculated according to the report by Amiri L, et al., (2017) [<xref ref-type="bibr" rid="scirp.100162-ref9">9</xref>] where a correlation coefficient r = 0.69 was found for densitometry and the presence of osteoporosis in a female population. A sample size of 45 patients was obtained, based on the assumption that the correlation coefficient for an adequate diagnostic test should be equal to or greater than 0.70, a test power of 80%, a significance level of 0.05% and 20% of non-responding potentials.</p></sec><sec id="s2_3"><title>2.3. Statistical Analysis</title><p>The measurements of the subject were arranged in three groups for the statistical analysis: (a) Healthy, (b) Osteopenia, and (c) osteoporosis. The results obtained were compared for qualitative variables by Chi-Square and for quantitative by the Student’s t-test for independent samples.</p><p>The severity of the osteoporosis records was classified according to the method of Amiri L et al., (2017) [<xref ref-type="bibr" rid="scirp.100162-ref9">9</xref>]</p><p>&#183; Osteoporotic: T – score ≤ −2.5,</p><p>&#183; Osteopenic: −2.5 &lt; T – score &lt; −1,</p><p>&#183; Normal: −1 ≤ T – score.</p><p>A comparison of the severity of the osteoporosis records among the electroacoustic device measurements and the T-score values on the Densitometry technique evaluations were done. We used the correlation coefficient of Pearson through the area under the ROC curve with their respective confidence intervals by the method of Hanley/McNeil and the cut point. Finally, the Bland-Altman analysis was performed for the magnitude of concordance between both methods.</p><p>In all statistical tests: ANOVA, Chi-Square and multiple correlations were done. A significance value of α = 0.05 was considered.</p></sec><sec id="s2_4"><title>2.4. Ethical Aspects</title><p>This study was authorized by the Research and Ethics Committee of the High Specialty Medical Unit Baj&#237;o No. 1. of the IMSS, under registration number R-2017-1001-37. This research project complies with the principles of non-maleficence, fairness, and fairness of the regulation of the General Health Law and international Codes of ethics, the Helsinki declaration of the World Medical Association. This research is of minimum risk, Using the electroacoustic device is a non-invasive procedure for the frequency and power used, furthermore to date there are no reports of adverse events.</p></sec></sec><sec id="s3"><title>3. Results</title><p><xref ref-type="table" rid="table1">Table 1</xref> shows a summary of the participating group. There is no significant statistical difference among the main demographic variables and groups.</p><p>The ANOVA test and the Chi-Square test showed no significant difference between the two samples, except for the severe osteoporosis group that was treated as osteoporosis.</p><p>The correlation coefficient of Pearson (r) was performed for the absolute values of the femoral densitometry, column, and radius of the electroacoustic device, using a value of r less than 0.50 in all cases.</p><p>The concordance of different means and standard deviations are observed in the Bland Altman analysis. The frequency in Hertz of electroacoustics was compared to T-score the proximal femoral level: 95% of patients were within these values (see <xref ref-type="fig" rid="fig2">Figure 2</xref>). Only two cases in the sample fell out of this confidence interval −4.4 and −9.2. According to this, the electroacoustic device underestimates the valueof the femur at 6.8 (see <xref ref-type="fig" rid="fig2">Figure 2</xref>).</p><p>Finally, the analysis under the ROC curve of the electroacoustic device measurements shows an area of 0.551, where the cutoff point value for the frequency in Hertz to define osteoporosis is less equal than 4.4 (≤4, 4) with a sensitivity of 58% and specificity of 72% (see <xref ref-type="fig" rid="fig3">Figure 3</xref>).</p><p>The ANOVA was performed for the comparison of averages and the post hoc analysis of Bonferroni showed a clear difference between the groups with respect to the value of T-score and Z-score of the femur (see <xref ref-type="table" rid="table2">Table 2</xref>). This was not the case for the column. Although there is no statistical difference with the values of Hertz obtained by the device, there is a clear trend toward greater transmission of sound with more osteoporosis.</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Demographic characteristics of the participants</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Group</th><th align="center" valign="middle" >Normal Level N = 3</th><th align="center" valign="middle" >Osteopenia N = 30</th><th align="center" valign="middle" >Osteoporosis N = 10</th><th align="center" valign="middle" >Osteoporosis Severe N = 2</th></tr></thead><tr><td align="center" valign="middle" >Age in years (median and range)</td><td align="center" valign="middle" >61 (50 - 70)</td><td align="center" valign="middle" >64.1 (40 - 83)</td><td align="center" valign="middle" >73.4 (53 - 92)</td><td align="center" valign="middle" >66.5 (64 - 69)</td></tr><tr><td align="center" valign="middle" >Occupation (n %) Housewife Employee</td><td align="center" valign="middle" >3 (100) 0</td><td align="center" valign="middle" >23 (76.6) 7 (23.4)</td><td align="center" valign="middle" >9 (90) 1 (10)</td><td align="center" valign="middle" >1 (50) 1 (50)</td></tr><tr><td align="center" valign="middle" >Residence Place (n %) Le&#243;n Guanajuato Salamanca Morole&#243;n Silao San Fco. del Rinc&#243;n</td><td align="center" valign="middle" >2 (66.6) 0 0 0 0 1 (33.3)</td><td align="center" valign="middle" >28 (93.3) 0 1 (3.3) 0 1 (3.3) 0</td><td align="center" valign="middle" >7 (70) 1 (10) 0 1 (10) 0 0</td><td align="center" valign="middle" >2 (100) 0 0 0 0 0</td></tr><tr><td align="center" valign="middle" >Associated Diseases (n %) Dm<sup>2</sup> Hypertension Rheumatoid arthritis Hypothyroidism Other Any</td><td align="center" valign="middle" >0 0 0 3 (100) 0 0</td><td align="center" valign="middle" >6 (20) 14 (46.6) 3 (10) 2 (6.6) 12 (40) 6 (20)</td><td align="center" valign="middle" >1 (10) 5 (50) 0 1 (10) 4 (40) 3 (30)</td><td align="center" valign="middle" >1 (50) 1 (50) 0 1 (50) 0 0</td></tr><tr><td align="center" valign="middle" >Diagnosis Time in years (median and range)</td><td align="center" valign="middle" >2.6 (1 - 5)</td><td align="center" valign="middle" >4.41 (1 month-14 Yrs)</td><td align="center" valign="middle" >6.5 (1 - 20)</td><td align="center" valign="middle" >3 (1 - 5)</td></tr><tr><td align="center" valign="middle" >Treatment (n %) Raloxifene Zoledronic acid Denosumab Risedronate Only Calcium Without TTO</td><td align="center" valign="middle" >0 0 0 3 (100) 0 0</td><td align="center" valign="middle" >5 (16.6) 0 2 (6.6) 17 (56.6) 4 (13.3) 2 (6.6)</td><td align="center" valign="middle" >2 (20) 2 (20) 0 6 (60) 0 0</td><td align="center" valign="middle" >0 1 (50) 0 1 (50) 0 0</td></tr></tbody></table></table-wrap><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Result comparison for bone densitometry vs. electroacoustic device among groups</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >Normal Group N = 3</th><th align="center" valign="middle" >Osteopenia N = 30</th><th align="center" valign="middle" >Osteoporosis N = 12</th><th align="center" valign="middle" >p-value</th></tr></thead><tr><td align="center" valign="middle" >Femur densitometry T − Score Z − Score</td><td align="center" valign="middle" >−0.70 &#177; 0.10 0.40 &#177; 0.55</td><td align="center" valign="middle" >−1.88 &#177; 0.54 −0.44 &#177; 0.69</td><td align="center" valign="middle" >−2.517 &#177; 1.13 −0.95 &#177; 0.92</td><td align="center" valign="middle" >0.001 0.036</td></tr><tr><td align="center" valign="middle" >Column Densitometry T − Score Z − Score</td><td align="center" valign="middle" >−1.70 &#177; 0.51 −0.16 &#177; 1.00</td><td align="center" valign="middle" >−2.30 &#177; 1.19 −0.63 &#177; 1.40</td><td align="center" valign="middle" >−2.80 &#177; 1.29 −0.84 &#177; 1.25</td><td align="center" valign="middle" >0.481 0.678</td></tr><tr><td align="center" valign="middle" >Frequency of Electroacoustic</td><td align="center" valign="middle" >4.36 &#177; 1.34</td><td align="center" valign="middle" >4.60 &#177; 1.11</td><td align="center" valign="middle" >4.96 &#177; 0.94</td><td align="center" valign="middle" ></td></tr></tbody></table></table-wrap></sec><sec id="s4"><title>4. Discussion</title><p>An analysis of the Albrecht W Popp et al., (2013) [<xref ref-type="bibr" rid="scirp.100162-ref11">11</xref>] and Senn C et al., (2014) [<xref ref-type="bibr" rid="scirp.100162-ref12">12</xref>] have made it clear that the dual-energy X-ray Absorption is an excellent diagnostic technique for diagnosing osteoporosis, furthermore, the United States Preventive Services Working Group currently recommends the detection of osteoporosis with DXA in women aged 65 years or older, as well as in younger women at risk of Fracture. It is not yet clear how and in whom the screening study should be carried out for the timely monitoring and detection of risk patients [<xref ref-type="bibr" rid="scirp.100162-ref16">16</xref>].</p><p>On the other hand, the electroacoustic device is an innovation from the University of Guanajuato, which emits sound at a certain frequency in, for example, one end of the femoral bone and captures the signal in the pubis bone. The acoustic signal travels through the femur and hip to the pubis bone: power changes and/or frequency behavior in the measurements can be used to diagnose the possibility of hip dysplasia and/or osteoporosis.</p><p>The evaluation of this non-invasive method shows promise for discriminating between healthy and osteoporotic bone: specificity above 70%. While it does not show a statistical correlation, the method has a proper match with the gold standard.</p></sec><sec id="s5"><title>5. Conclusion</title><p>The electroacoustic device is non-invasive, safe, without side effects, and portable. Although it tends to underestimate the degree of osteoporosis, it promises to be useful as a screening procedure to discriminate between healthy and sick bone with specificity above 70%. However, it is that we suggest the need to do prospective research studies with a greater number of patients and different stages of the disease.</p></sec><sec id="s6"><title>Acknowledgements</title><p>Authors thank the University of Guanajuato by the partial support under grant DAIP/2019/59023, also to all patients enrolled in this study, to the IMSS-Hospital for the facilities and finally, the English translation of this manuscript was reviewed by Gavin O’Mahony MD form the Guthrie Medical Center, Corning, New York.</p></sec><sec id="s7"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s8"><title>Cite this paper</title><p>Cordova-Fraga, T., Hernandez-Gonzalez, M.A., Hernandez-Rayas, A. and Ponce-Covarrubias, D.A. (2020) Use of an Electroacoustic Device and Bone Densitometry in the Diagnosis of Osteoporosis: Utility, Validation, and Comparison. 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