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for example&#44; by using less potent agents or by administering them at the lowest dose and over the shortest time frame possible&#46;<a class="elsevierStyleCrossRefs" href="#bib0145"><span class="elsevierStyleSup">8&#44;9</span></a> Consequently&#44; correctly assessing the cumulative dose of glucocorticoids is particularly important to determine the risk of suffering undesirable effects&#46;</p><p id="par0010" class="elsevierStylePara elsevierViewall">Due to long-term use and frequent dose variations in response to changes in disease activity&#44; information about glucocorticoids is often inaccurately and incompletely recorded in patient medical records&#46; Glucocorticoid exposure assessments are often carried out by physicians during daily clinical practice using non-systematized estimations&#46; This makes it particularly difficult to conduct inter-study comparisons of the side effects caused by glucocorticoids&#44; or even to analyze the influence of glucocorticoid treatments on the side effects caused by other concomitant medications&#46; Although several tools have been designed to assess the cumulative dose of glucocorticoids&#44;<a class="elsevierStyleCrossRefs" href="#bib0155"><span class="elsevierStyleSup">10&#44;11</span></a> as of yet no consensus has emerged on how best to standardize the assessment of glucocorticoid exposure when using daily clinical practice data&#46;</p><p id="par0015" class="elsevierStylePara elsevierViewall">The aim of this work is to provide an easy-to-use method to standardize the assessment of the cumulative dose of glucocorticoids using information obtained from patients&#8217; daily clinical practice records&#46; We believe that the use of this tool will reduce bias in the assessment of glucocorticoid exposure that currently exists between different studies&#46;</p></span><span id="sec0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0080">Methods</span><p id="par0020" class="elsevierStylePara elsevierViewall">This section presents our general reasoning&#44; including a description of the assumptions made in cases of incomplete information&#44; underlying this project&#46; To facilitate the use of this tool&#44; the version 2 of a free software application based on this proposal &#40;available both in English and Spanish and designated as CORTISER&#43;&#41; has been developed &#40;<a href="https://cortiser.ser.es/">https&#58;&#47;&#47;cortiser&#46;ser&#46;es</a>&#41; &#40;see supplementary text&#41;&#46; This calculator has been developed by members of the Research Unit of the Spanish Society of Rheumatology&#58; two methodologists and a statistician&#44; and by three clinical rheumatologists with the aim of being used for the calculation of the accumulated dose of glucocorticoids in the ARTESER project&#44; a retrospective registry of patients with giant cell arteritis &#40;GCA&#41; supported by the Spanish Society of Rheumatology &#40;<a href="https://www.ser.es/arteser/">https&#58;&#47;&#47;www&#46;ser&#46;es&#47;arteser&#47;</a>&#41;&#46; The source code of the calculator belongs to the Spanish Society of Rheumatology and is available upon reasoned request&#46;</p><span id="sec0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0085">Calculator description</span><p id="par0025" class="elsevierStylePara elsevierViewall">In this proposal&#44; oral&#44; intravenous &#40;iv&#41;&#44; intramuscular &#40;im&#41; and intra- and peri-articular &#40;ia&#41; doses of glucocorticoids were calculated separately&#46; The total cumulative dose was calculated by adding the partial doses of the different iv-&#44; im- and ia-administered glucocorticoids to the partial doses produced by each of the different periods during which the patient received glucocorticoids orally&#46; Finally&#44; the cumulative dose is expressed as the total prednisone-equivalent dose in mg &#40;<a class="elsevierStyleCrossRef" href="#tbl0005">Table 1</a>&#41;&#46;<a class="elsevierStyleCrossRef" href="#bib0165"><span class="elsevierStyleSup">12</span></a></p><elsevierMultimedia ident="tbl0005"></elsevierMultimedia><p id="par0030" class="elsevierStylePara elsevierViewall">To estimate the dose of iv&#44; im and ia steroids&#44; information about the strength of each bolus&#44; the number of boluses&#44; and the start and end dates of each treatment must be entered into the computer application&#46; The application then simply multiplies the strength by the number of boluses&#44; and transforms the result into an equivalent dose of mg of prednisone&#46;</p><p id="par0035" class="elsevierStylePara elsevierViewall">Oral glucocorticoids are calculated using information regarding the strength of the daily dose&#44; the type of compound prescribed and the start and end dates of treatment&#46; The total days of treatment are calculated as the difference between the end date and the start date of treatment&#46; In the optimal situation&#44; in which all information is available&#44; the application simply multiplies the dose administered daily by the number of days of treatment&#44; transforming the result into an equivalent dose mg of prednisone&#44; as detailed in <a class="elsevierStyleCrossRef" href="#tbl0005">Table 1</a>&#46;<a class="elsevierStyleCrossRef" href="#bib0165"><span class="elsevierStyleSup">12</span></a> However&#44; information regarding dosage&#44; days of treatment&#44; or both&#44; of oral glucocorticoids is often incomplete or unavailable in medical records&#46; The proposed method incorporates assumptions to estimate the cumulative dose of glucocorticoids&#44; when&#58;<ul class="elsevierStyleList" id="lis0005"><li class="elsevierStyleListItem" id="lsti0005"><span class="elsevierStyleLabel">1&#41;</span><p id="par0040" class="elsevierStylePara elsevierViewall">The strength of the daily dose and treatment start date are known&#44; but the end date is not&#46; In this situation&#44; the end date will be estimated as the day before the start date of the next known treatment period &#40;<a class="elsevierStyleCrossRef" href="#fig0005">Fig&#46; 1</a>A&#41;&#46; To calculate the cumulative dose&#44; the number of days between the known start date and the estimated end date is calculated and then multiplied by the daily dose&#46; Any known data must be included in the application&#44; while leaving the unknown data blank&#46;</p><elsevierMultimedia ident="fig0005"></elsevierMultimedia></li><li class="elsevierStyleListItem" id="lsti0010"><span class="elsevierStyleLabel">2&#41;</span><p id="par0045" class="elsevierStylePara elsevierViewall">The strength of the daily dose and the end date of the treatment period are known&#44; but not the start date&#46; The start date is estimated as the day after the known end date of the previous period &#40;<a class="elsevierStyleCrossRef" href="#fig0005">Fig&#46; 1</a>B&#41;&#46; To calculate the cumulative dose for this period&#44; the number of days between the known end date and the estimated start date is calculated and multiplied by the daily dose&#46; Only known data should be entered into the calculator&#46;</p></li><li class="elsevierStyleListItem" id="lsti0015"><span class="elsevierStyleLabel">3&#41;</span><p id="par0050" class="elsevierStylePara elsevierViewall">The start and end doses of glucocorticoids differ and the variations in dosing during that period are unknown &#40;<a class="elsevierStyleCrossRef" href="#fig0005">Fig&#46; 1</a>C&#41;&#46; To calculate the cumulative dose for this period&#44; the average between the initial and end doses of glucocorticoids is multiplied by the duration of the period&#46;</p></li></ul></p><p id="par0055" class="elsevierStylePara elsevierViewall">To correctly use the calculator&#44; one should adhere to the following recommendations&#58;<ul class="elsevierStyleList" id="lis0010"><li class="elsevierStyleListItem" id="lsti0020"><span class="elsevierStyleLabel">1&#41;</span><p id="par0060" class="elsevierStylePara elsevierViewall">The date of glucocorticoids treatment start is essential&#46; If investigators do not know this date&#44; the date from which the cumulative dose was assessed should be utilized&#46;</p></li><li class="elsevierStyleListItem" id="lsti0025"><span class="elsevierStyleLabel">2&#41;</span><p id="par0065" class="elsevierStylePara elsevierViewall">The end date of glucocorticoids treatment is also mandatory&#46; If the investigator does not know this date&#44; the last known date glucocorticoids were used or the date the cumulative dose assessment ended should be utilized&#46;</p></li><li class="elsevierStyleListItem" id="lsti0030"><span class="elsevierStyleLabel">3&#41;</span><p id="par0070" class="elsevierStylePara elsevierViewall">When the patient takes glucocorticoids on alternate days or at different doses on consecutive days&#44; the strength of the daily dose for that period should be assumed to be equal to the average of two consecutive days&#46;</p></li><li class="elsevierStyleListItem" id="lsti0035"><span class="elsevierStyleLabel">4&#41;</span><p id="par0075" class="elsevierStylePara elsevierViewall">Periods when the patient is not taking glucocorticoids should be included as daily dose<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#46; This allows for a distinction between periods when the patient was not on glucocorticoid treatment and those when it was unknown whether the patient was receiving them&#46;</p></li></ul></p></span><span id="sec0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0090">Calculator reliability&#46; Simulation exercise</span><p id="par0080" class="elsevierStylePara elsevierViewall">To determine the reliability of the calculator&#44; a simulation exercise was performed&#46; Two standard patterns of glucocorticoid tapering commonly used for the treatment of patients with polymyalgia rheumatica &#40;PMR&#41; and GCA were used as the gold standard&#44; beginning with 15 and 60 mgs of prednisone&#44; respectively &#40;<a class="elsevierStyleCrossRef" href="#fig0010">Fig&#46; 2</a>&#41;&#46; Both glucocorticoid tapering regimens were extended over one year&#44; and a relapse was included in the PMN patient model&#46; In both standard glucocorticoid tapering schemes&#44; 1&#8211;4 non-overlapping periods of 45 days and 1&#8211;3 non-overlapping periods of 60 days&#8217; duration were randomly eliminated&#44; and the total cumulative dose was assessed with the calculator in each situation&#46; The simulations were repeated 20 times and the data are expressed as the mean absolute percentage error &#40;MAPE&#41; in accordance with the following formula&#58;<elsevierMultimedia ident="eq0005"></elsevierMultimedia></p><elsevierMultimedia ident="fig0010"></elsevierMultimedia><p id="par0135" class="elsevierStylePara elsevierViewall">Gcd<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>glucocorticoids cumulative dose&#46;</p></span></span><span id="sec0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0095">Results</span><p id="par0085" class="elsevierStylePara elsevierViewall">Results of simulation exercise with two standard patterns of glucocorticoid tapering&#44; one for PMR and other for GCA are shown in <a class="elsevierStyleCrossRef" href="#fig0015">Fig&#46; 3</a>&#46; In both reduction patterns and in all situations involving unknown information&#44; the mean difference between the predicted and actual value of the cumulative glucocorticoid dose was less than 7&#37;&#44; even in those circumstances in which the period without information reached 50&#37;&#46; As expected&#44; the shorter the period and the shorter the time without information&#44; the more accurate was the result obtained by the calculator&#46;</p><elsevierMultimedia ident="fig0015"></elsevierMultimedia></span><span id="sec0030" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0100">Discussion</span><p id="par0090" class="elsevierStylePara elsevierViewall">The main aim of this proposal was to provide an easy-to-use tool to standardize the assessment of the cumulative dose of glucocorticoids&#46; In simulation exercises&#44; the calculator showed a mean error between the predicted and actual value of the cumulative glucocorticoid &#60;7&#37;&#44; even in those circumstances in which the time periods without information reached 50&#37;&#46; This calculator can help minimize the bias that non-standardized assessments of long-term glucocorticoid are prone to when evaluating the side effects of these compounds&#44; both in daily clinical practice and in clinical research&#46;</p><p id="par0095" class="elsevierStylePara elsevierViewall">The chronicity of glucocorticoid use and the variations in glucocorticoid dosing over time due to changes in the inflammatory process explain why information on these compounds is often incompletely or inaccurately recorded in medical records&#44; specifically oral administration&#46; While there are many rheumatological conditions in which the cumulative dose of steroids have been examined as a confounder of comorbidities and response to treatment&#44;<a class="elsevierStyleCrossRefs" href="#bib0155"><span class="elsevierStyleSup">10&#44;11&#44;13&#44;14</span></a> and though some researchers have proposed their own tools&#44;<a class="elsevierStyleCrossRefs" href="#bib0180"><span class="elsevierStyleSup">15&#8211;21</span></a> there is no standardized method for calculating the cumulative dose of glucocorticoids&#46; This lack of standardization means that data on cumulative doses of glucocorticoids are not comparable between studies&#46; Simulation results show that our calculator provides an average difference between the forecasted value and the actual value of<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>7&#37;&#44; even when the amount of steroids consumed by the patient is unknown&#44; which is often where more than 50&#37; of the time&#46; Recently&#44; our calculator was used to assess the cumulative dose of glucocorticoids in the ARTESER project&#44; a retrospective register sponsored by the Spanish Society of Rheumatology that included 1675 GCA patients &#40;<a href="https://www.ser.es/arteser/">https&#58;&#47;&#47;www&#46;ser&#46;es&#47;arteser&#47;</a>&#41;&#46;</p><p id="par0100" class="elsevierStylePara elsevierViewall">The main limitation of this tool is that when no specific information is available in the clinical histories &#40;mainly concerning oral administration&#41;&#44; it becomes necessary to make assumptions about doses and exposure times to glucocorticoids based on the available data&#46; However&#44; since these assumptions follow a systematic procedure&#44; it is possible to compare cumulative doses of glucocorticoids individually among patients&#44; as well as globally among studies&#44; when using this tool&#46;</p></span><span id="sec0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0105">Conclusion</span><p id="par0105" class="elsevierStylePara elsevierViewall">We believe that widespread use of this calculator may help minimize the bias that afflicts non-standardized assessments of cumulative glucocorticoid doses in both clinical practice and clinical trials&#46;</p></span><span id="sec0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0110">Authors&#8217; contributions</span><p id="par0110" class="elsevierStylePara elsevierViewall">N&#46;M&#46;-P&#46;&#44; J&#46;T&#46;-S&#46; and F&#46;D&#46;-G&#46; designed the method and application&#44; tested the application and wrote the final version of the manuscript&#46; M&#46;G&#46;-R&#46; conducted the literature search&#46; F&#46;S&#46;-A&#46; participated in the statistical study&#46; C&#46;M&#46; and J&#46;L&#46; tested the application and wrote the preliminary version of the manuscript&#46; All authors discussed&#44; corrected and approved the final version of the manuscript&#46;</p></span><span id="sec0045" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0115">Funding</span><p id="par0115" class="elsevierStylePara elsevierViewall">This application is supported by Roche&#46; The funders had no role in study design&#44; data collection and analysis&#44; decision to publish&#44; or preparation of the manuscript&#46; The author&#40;s&#41; received no specific funding for this work&#46;</p></span><span id="sec0050" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0120">Conflict of interests</span><p id="par0120" class="elsevierStylePara elsevierViewall">The authors state that there are no competing financial interests&#46;</p></span></span>"
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    "fechaRecibido" => "2021-12-17"
    "fechaAceptado" => "2022-04-01"
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        "resumen" => "<span id="abst0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0010">Introduction</span><p id="spar0005" class="elsevierStyleSimplePara elsevierViewall">Glucocorticoids are associated with serious side effects related to dosing and time of use&#46; Unfortunately&#44; there is no standard method for determining glucocorticoid exposure&#44; especially in patients undergoing long-term treatment&#46;</p></span> <span id="abst0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0015">Objective</span><p id="spar0010" class="elsevierStyleSimplePara elsevierViewall">The aim of this work was to create a free and easy-to-use web application to calculate&#44; in a systematic way&#44; the total cumulative dose of corticosteroids&#46;</p></span> <span id="abst0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0020">Methods</span><p id="spar0015" class="elsevierStyleSimplePara elsevierViewall">The total cumulative dose is calculated as the sum of all periods of treatment with different doses of corticosteroids&#44; and is expressed as the equivalent dose of prednisone in mg&#46; Glucocorticoid doses during periods in which the available information is missing or incomplete are estimated by systematic assumptions&#46;</p></span> <span id="abst0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0025">Results</span><p id="spar0020" class="elsevierStyleSimplePara elsevierViewall">A simulation exercise using standard patterns of steroid use in polymyalgia rheumatica&#44; and giant cell arteritis showed that even when the period of no information reached 50&#37; of the time&#44; the accuracy of the calculator had a mean absolute percentage error &#40;MAPE&#41;<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>7&#37;&#46;</p></span> <span id="abst0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0030">Conclusion</span><p id="spar0025" class="elsevierStyleSimplePara elsevierViewall">This tool simplifies and standardizes the glucocorticoids cumulative dose calculation&#44; thereby minimizing bias in the assessment of glucocorticoid cumulative dose&#46;</p></span>"
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        "resumen" => "<span id="abst0030" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0040">Introducci&#243;n</span><p id="spar0030" class="elsevierStyleSimplePara elsevierViewall">Los glucocorticoides se asocian con efectos secundarios graves&#44; relacionados con dosis y tiempo de uso&#46; Desafortunadamente&#44; no existe un m&#233;todo est&#225;ndar disponible para determinar el nivel de exposici&#243;n a glucocorticoides en tratamientos prolongados&#46;</p></span> <span id="abst0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0045">Objetivo</span><p id="spar0035" class="elsevierStyleSimplePara elsevierViewall">Crear una aplicaci&#243;n web gratuita y f&#225;cil de usar para calcular&#44; de forma sistematizada&#44; la dosis acumulada de glucocorticoides&#46;</p></span> <span id="abst0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0050">M&#233;todos</span><p id="spar0040" class="elsevierStyleSimplePara elsevierViewall">La dosis acumulada se calcula como la suma de todos los per&#237;odos de tratamiento con diferentes dosis&#44; y se expresa como la dosis equivalente de prednisona en mg&#46; La dosis durante los per&#237;odos en los que la informaci&#243;n no est&#225; disponible o est&#225; incompleta se estima mediante asunciones sistematizadas&#46;</p></span> <span id="abst0045" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0055">Resultados</span><p id="spar0045" class="elsevierStyleSimplePara elsevierViewall">Un ejercicio de simulaci&#243;n utilizando patrones est&#225;ndar de uso de esteroides en la polimialgia reum&#225;tica y la arteritis de c&#233;lulas gigantes demostr&#243; que&#44; incluso cuando el per&#237;odo de ausencia de informaci&#243;n alcanzaba el 50&#37; del tiempo&#44; la precisi&#243;n de la calculadora ten&#237;a un porcentaje de error medio absoluto &#40;MAPE&#41;<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>7&#37;&#46;</p></span> <span id="abst0050" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0060">Conclusi&#243;n</span><p id="spar0050" class="elsevierStyleSimplePara elsevierViewall">Esta herramienta simplifica y estandariza el c&#225;lculo de la dosis acumulativa de glucocorticoides&#44; minimizando el sesgo del c&#225;lculo&#46;</p></span>"
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          "en" => "<p id="spar0055" class="elsevierStyleSimplePara elsevierViewall">Schematic representation of different cases of treatments where the dose&#44; end date and start date of treatment are known&#44; or not&#46; Green color indicates known data and red color unknown data&#46;</p>"
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          "en" => "<p id="spar0060" class="elsevierStyleSimplePara elsevierViewall">Representation of two standard patterns of glucocorticoid tapering commonly used for the treatment of patients with polymyalgia rheumatica &#40;PMR&#41; and giant cell arteritis &#40;GCA&#41; which are used in the simulation exercise&#46;</p>"
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          "en" => "<p id="spar0065" class="elsevierStyleSimplePara elsevierViewall">Dot-plot showing the results of the calculator in a simulation exercise involving two standard one-year glucocorticoid tapering schemes&#58; one in PMR and the other in GCA&#46; In both schemes&#44; 1&#8211;4 non-overlapping periods of 45 days&#8217; duration&#44; as well as 1&#8211;3 non-overlapping periods of 60 days&#8217; duration&#44; were randomly eliminated&#44; and the total cumulative dose was assessed with the calculator for each situation&#46; The simulation exercise was repeated 20 times and the data are expressed as the mean absolute percentage error &#40;MAPE&#41; with respect to the total &#37; of time without information&#46;</p>"
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                  \t\t\t\t">Betamethasone&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">Triamcinolone hexacetonide&nbsp;\t\t\t\t\t\t\n
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Special article
Development of a web tool to calculate the cumulative dose of glucocorticoids
Desarrollo de una herramienta web para calcular la dosis acumulada de corticoides
Nuria Montero-Pastora, Jesús T. Sánchez-Costaa, Mercedes Guerra-Rodrígueza, Fernando Sánchez-Alonsoa, Clara Morianob, Javier Loricerac, Federico Díaz-Gonzálezd,e,
Corresponding author
a Unidad de Investigación de la Sociedad Española de Reumatología, Calle Marqués de Duero n°5, 28001 Madrid, Spain
b Servicio de Reumatología, Complejo Asistencial Universitario de León, C/Altos de Nava, S/N, 24008 León, Spain
c Servicio de Reumatología, Hospital Universitario Marqués de Valdecilla, Av. Valdecilla, 25, 39008 Santander, Spain
d Departamento de Medicina Interna, Dermatología y Psiquiatría, Universidad de La Laguna, Spain
e Servicio de Reumatología, Hospital Universitario de Canarias, Calle Ofra s/n, 38320 La Laguna, Santa Cruz de Tenerife, Spain
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            "entidad" => "Unidad de Investigaci&#243;n de la Sociedad Espa&#241;ola de Reumatolog&#237;a&#44; Calle Marqu&#233;s de Duero n&#176;5&#44; 28001 Madrid&#44; Spain"
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            "entidad" => "Servicio de Reumatolog&#237;a&#44; Hospital Universitario de Canarias&#44; Calle Ofra s&#47;n&#44; 38320 La Laguna&#44; Santa Cruz de Tenerife&#44; Spain"
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        "titulo" => "Desarrollo de una herramienta web para calcular la dosis acumulada de corticoides"
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          "en" => "<p id="spar0060" class="elsevierStyleSimplePara elsevierViewall">Representation of two standard patterns of glucocorticoid tapering commonly used for the treatment of patients with polymyalgia rheumatica &#40;PMR&#41; and giant cell arteritis &#40;GCA&#41; which are used in the simulation exercise&#46;</p>"
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    "textoCompleto" => "<span class="elsevierStyleSections"><span id="sec0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0075">Introduction</span><p id="par0005" class="elsevierStylePara elsevierViewall">Glucocorticoids are a cornerstone of effective therapy for many inflammatory and autoimmune human disorders&#46;<a class="elsevierStyleCrossRefs" href="#bib0110"><span class="elsevierStyleSup">1&#8211;5</span></a> Despite their undoubted beneficial therapeutic properties&#44; the use of these compounds is associated with many well-known harmful adverse events&#44;<a class="elsevierStyleCrossRef" href="#bib0135"><span class="elsevierStyleSup">6</span></a> which constitute the main limitation preventing their widespread use&#46; Most glucocorticoid-related adverse events are tied to dosing and treatment duration&#44; two variables that determine the cumulative dose and&#44; consequently&#44; patient exposure to these compounds&#46;<a class="elsevierStyleCrossRef" href="#bib0140"><span class="elsevierStyleSup">7</span></a> It has been demonstrated that glucocorticoid-related adverse events can be mitigated by certain actions&#59; for example&#44; by using less potent agents or by administering them at the lowest dose and over the shortest time frame possible&#46;<a class="elsevierStyleCrossRefs" href="#bib0145"><span class="elsevierStyleSup">8&#44;9</span></a> Consequently&#44; correctly assessing the cumulative dose of glucocorticoids is particularly important to determine the risk of suffering undesirable effects&#46;</p><p id="par0010" class="elsevierStylePara elsevierViewall">Due to long-term use and frequent dose variations in response to changes in disease activity&#44; information about glucocorticoids is often inaccurately and incompletely recorded in patient medical records&#46; Glucocorticoid exposure assessments are often carried out by physicians during daily clinical practice using non-systematized estimations&#46; This makes it particularly difficult to conduct inter-study comparisons of the side effects caused by glucocorticoids&#44; or even to analyze the influence of glucocorticoid treatments on the side effects caused by other concomitant medications&#46; Although several tools have been designed to assess the cumulative dose of glucocorticoids&#44;<a class="elsevierStyleCrossRefs" href="#bib0155"><span class="elsevierStyleSup">10&#44;11</span></a> as of yet no consensus has emerged on how best to standardize the assessment of glucocorticoid exposure when using daily clinical practice data&#46;</p><p id="par0015" class="elsevierStylePara elsevierViewall">The aim of this work is to provide an easy-to-use method to standardize the assessment of the cumulative dose of glucocorticoids using information obtained from patients&#8217; daily clinical practice records&#46; We believe that the use of this tool will reduce bias in the assessment of glucocorticoid exposure that currently exists between different studies&#46;</p></span><span id="sec0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0080">Methods</span><p id="par0020" class="elsevierStylePara elsevierViewall">This section presents our general reasoning&#44; including a description of the assumptions made in cases of incomplete information&#44; underlying this project&#46; To facilitate the use of this tool&#44; the version 2 of a free software application based on this proposal &#40;available both in English and Spanish and designated as CORTISER&#43;&#41; has been developed &#40;<a href="https://cortiser.ser.es/">https&#58;&#47;&#47;cortiser&#46;ser&#46;es</a>&#41; &#40;see supplementary text&#41;&#46; This calculator has been developed by members of the Research Unit of the Spanish Society of Rheumatology&#58; two methodologists and a statistician&#44; and by three clinical rheumatologists with the aim of being used for the calculation of the accumulated dose of glucocorticoids in the ARTESER project&#44; a retrospective registry of patients with giant cell arteritis &#40;GCA&#41; supported by the Spanish Society of Rheumatology &#40;<a href="https://www.ser.es/arteser/">https&#58;&#47;&#47;www&#46;ser&#46;es&#47;arteser&#47;</a>&#41;&#46; The source code of the calculator belongs to the Spanish Society of Rheumatology and is available upon reasoned request&#46;</p><span id="sec0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0085">Calculator description</span><p id="par0025" class="elsevierStylePara elsevierViewall">In this proposal&#44; oral&#44; intravenous &#40;iv&#41;&#44; intramuscular &#40;im&#41; and intra- and peri-articular &#40;ia&#41; doses of glucocorticoids were calculated separately&#46; The total cumulative dose was calculated by adding the partial doses of the different iv-&#44; im- and ia-administered glucocorticoids to the partial doses produced by each of the different periods during which the patient received glucocorticoids orally&#46; Finally&#44; the cumulative dose is expressed as the total prednisone-equivalent dose in mg &#40;<a class="elsevierStyleCrossRef" href="#tbl0005">Table 1</a>&#41;&#46;<a class="elsevierStyleCrossRef" href="#bib0165"><span class="elsevierStyleSup">12</span></a></p><elsevierMultimedia ident="tbl0005"></elsevierMultimedia><p id="par0030" class="elsevierStylePara elsevierViewall">To estimate the dose of iv&#44; im and ia steroids&#44; information about the strength of each bolus&#44; the number of boluses&#44; and the start and end dates of each treatment must be entered into the computer application&#46; The application then simply multiplies the strength by the number of boluses&#44; and transforms the result into an equivalent dose of mg of prednisone&#46;</p><p id="par0035" class="elsevierStylePara elsevierViewall">Oral glucocorticoids are calculated using information regarding the strength of the daily dose&#44; the type of compound prescribed and the start and end dates of treatment&#46; The total days of treatment are calculated as the difference between the end date and the start date of treatment&#46; In the optimal situation&#44; in which all information is available&#44; the application simply multiplies the dose administered daily by the number of days of treatment&#44; transforming the result into an equivalent dose mg of prednisone&#44; as detailed in <a class="elsevierStyleCrossRef" href="#tbl0005">Table 1</a>&#46;<a class="elsevierStyleCrossRef" href="#bib0165"><span class="elsevierStyleSup">12</span></a> However&#44; information regarding dosage&#44; days of treatment&#44; or both&#44; of oral glucocorticoids is often incomplete or unavailable in medical records&#46; The proposed method incorporates assumptions to estimate the cumulative dose of glucocorticoids&#44; when&#58;<ul class="elsevierStyleList" id="lis0005"><li class="elsevierStyleListItem" id="lsti0005"><span class="elsevierStyleLabel">1&#41;</span><p id="par0040" class="elsevierStylePara elsevierViewall">The strength of the daily dose and treatment start date are known&#44; but the end date is not&#46; In this situation&#44; the end date will be estimated as the day before the start date of the next known treatment period &#40;<a class="elsevierStyleCrossRef" href="#fig0005">Fig&#46; 1</a>A&#41;&#46; To calculate the cumulative dose&#44; the number of days between the known start date and the estimated end date is calculated and then multiplied by the daily dose&#46; Any known data must be included in the application&#44; while leaving the unknown data blank&#46;</p><elsevierMultimedia ident="fig0005"></elsevierMultimedia></li><li class="elsevierStyleListItem" id="lsti0010"><span class="elsevierStyleLabel">2&#41;</span><p id="par0045" class="elsevierStylePara elsevierViewall">The strength of the daily dose and the end date of the treatment period are known&#44; but not the start date&#46; The start date is estimated as the day after the known end date of the previous period &#40;<a class="elsevierStyleCrossRef" href="#fig0005">Fig&#46; 1</a>B&#41;&#46; To calculate the cumulative dose for this period&#44; the number of days between the known end date and the estimated start date is calculated and multiplied by the daily dose&#46; Only known data should be entered into the calculator&#46;</p></li><li class="elsevierStyleListItem" id="lsti0015"><span class="elsevierStyleLabel">3&#41;</span><p id="par0050" class="elsevierStylePara elsevierViewall">The start and end doses of glucocorticoids differ and the variations in dosing during that period are unknown &#40;<a class="elsevierStyleCrossRef" href="#fig0005">Fig&#46; 1</a>C&#41;&#46; To calculate the cumulative dose for this period&#44; the average between the initial and end doses of glucocorticoids is multiplied by the duration of the period&#46;</p></li></ul></p><p id="par0055" class="elsevierStylePara elsevierViewall">To correctly use the calculator&#44; one should adhere to the following recommendations&#58;<ul class="elsevierStyleList" id="lis0010"><li class="elsevierStyleListItem" id="lsti0020"><span class="elsevierStyleLabel">1&#41;</span><p id="par0060" class="elsevierStylePara elsevierViewall">The date of glucocorticoids treatment start is essential&#46; If investigators do not know this date&#44; the date from which the cumulative dose was assessed should be utilized&#46;</p></li><li class="elsevierStyleListItem" id="lsti0025"><span class="elsevierStyleLabel">2&#41;</span><p id="par0065" class="elsevierStylePara elsevierViewall">The end date of glucocorticoids treatment is also mandatory&#46; If the investigator does not know this date&#44; the last known date glucocorticoids were used or the date the cumulative dose assessment ended should be utilized&#46;</p></li><li class="elsevierStyleListItem" id="lsti0030"><span class="elsevierStyleLabel">3&#41;</span><p id="par0070" class="elsevierStylePara elsevierViewall">When the patient takes glucocorticoids on alternate days or at different doses on consecutive days&#44; the strength of the daily dose for that period should be assumed to be equal to the average of two consecutive days&#46;</p></li><li class="elsevierStyleListItem" id="lsti0035"><span class="elsevierStyleLabel">4&#41;</span><p id="par0075" class="elsevierStylePara elsevierViewall">Periods when the patient is not taking glucocorticoids should be included as daily dose<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#46; This allows for a distinction between periods when the patient was not on glucocorticoid treatment and those when it was unknown whether the patient was receiving them&#46;</p></li></ul></p></span><span id="sec0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0090">Calculator reliability&#46; Simulation exercise</span><p id="par0080" class="elsevierStylePara elsevierViewall">To determine the reliability of the calculator&#44; a simulation exercise was performed&#46; Two standard patterns of glucocorticoid tapering commonly used for the treatment of patients with polymyalgia rheumatica &#40;PMR&#41; and GCA were used as the gold standard&#44; beginning with 15 and 60 mgs of prednisone&#44; respectively &#40;<a class="elsevierStyleCrossRef" href="#fig0010">Fig&#46; 2</a>&#41;&#46; Both glucocorticoid tapering regimens were extended over one year&#44; and a relapse was included in the PMN patient model&#46; In both standard glucocorticoid tapering schemes&#44; 1&#8211;4 non-overlapping periods of 45 days and 1&#8211;3 non-overlapping periods of 60 days&#8217; duration were randomly eliminated&#44; and the total cumulative dose was assessed with the calculator in each situation&#46; The simulations were repeated 20 times and the data are expressed as the mean absolute percentage error &#40;MAPE&#41; in accordance with the following formula&#58;<elsevierMultimedia ident="eq0005"></elsevierMultimedia></p><elsevierMultimedia ident="fig0010"></elsevierMultimedia><p id="par0135" class="elsevierStylePara elsevierViewall">Gcd<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>glucocorticoids cumulative dose&#46;</p></span></span><span id="sec0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0095">Results</span><p id="par0085" class="elsevierStylePara elsevierViewall">Results of simulation exercise with two standard patterns of glucocorticoid tapering&#44; one for PMR and other for GCA are shown in <a class="elsevierStyleCrossRef" href="#fig0015">Fig&#46; 3</a>&#46; In both reduction patterns and in all situations involving unknown information&#44; the mean difference between the predicted and actual value of the cumulative glucocorticoid dose was less than 7&#37;&#44; even in those circumstances in which the period without information reached 50&#37;&#46; As expected&#44; the shorter the period and the shorter the time without information&#44; the more accurate was the result obtained by the calculator&#46;</p><elsevierMultimedia ident="fig0015"></elsevierMultimedia></span><span id="sec0030" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0100">Discussion</span><p id="par0090" class="elsevierStylePara elsevierViewall">The main aim of this proposal was to provide an easy-to-use tool to standardize the assessment of the cumulative dose of glucocorticoids&#46; In simulation exercises&#44; the calculator showed a mean error between the predicted and actual value of the cumulative glucocorticoid &#60;7&#37;&#44; even in those circumstances in which the time periods without information reached 50&#37;&#46; This calculator can help minimize the bias that non-standardized assessments of long-term glucocorticoid are prone to when evaluating the side effects of these compounds&#44; both in daily clinical practice and in clinical research&#46;</p><p id="par0095" class="elsevierStylePara elsevierViewall">The chronicity of glucocorticoid use and the variations in glucocorticoid dosing over time due to changes in the inflammatory process explain why information on these compounds is often incompletely or inaccurately recorded in medical records&#44; specifically oral administration&#46; While there are many rheumatological conditions in which the cumulative dose of steroids have been examined as a confounder of comorbidities and response to treatment&#44;<a class="elsevierStyleCrossRefs" href="#bib0155"><span class="elsevierStyleSup">10&#44;11&#44;13&#44;14</span></a> and though some researchers have proposed their own tools&#44;<a class="elsevierStyleCrossRefs" href="#bib0180"><span class="elsevierStyleSup">15&#8211;21</span></a> there is no standardized method for calculating the cumulative dose of glucocorticoids&#46; This lack of standardization means that data on cumulative doses of glucocorticoids are not comparable between studies&#46; Simulation results show that our calculator provides an average difference between the forecasted value and the actual value of<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>7&#37;&#44; even when the amount of steroids consumed by the patient is unknown&#44; which is often where more than 50&#37; of the time&#46; Recently&#44; our calculator was used to assess the cumulative dose of glucocorticoids in the ARTESER project&#44; a retrospective register sponsored by the Spanish Society of Rheumatology that included 1675 GCA patients &#40;<a href="https://www.ser.es/arteser/">https&#58;&#47;&#47;www&#46;ser&#46;es&#47;arteser&#47;</a>&#41;&#46;</p><p id="par0100" class="elsevierStylePara elsevierViewall">The main limitation of this tool is that when no specific information is available in the clinical histories &#40;mainly concerning oral administration&#41;&#44; it becomes necessary to make assumptions about doses and exposure times to glucocorticoids based on the available data&#46; However&#44; since these assumptions follow a systematic procedure&#44; it is possible to compare cumulative doses of glucocorticoids individually among patients&#44; as well as globally among studies&#44; when using this tool&#46;</p></span><span id="sec0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0105">Conclusion</span><p id="par0105" class="elsevierStylePara elsevierViewall">We believe that widespread use of this calculator may help minimize the bias that afflicts non-standardized assessments of cumulative glucocorticoid doses in both clinical practice and clinical trials&#46;</p></span><span id="sec0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0110">Authors&#8217; contributions</span><p id="par0110" class="elsevierStylePara elsevierViewall">N&#46;M&#46;-P&#46;&#44; J&#46;T&#46;-S&#46; and F&#46;D&#46;-G&#46; designed the method and application&#44; tested the application and wrote the final version of the manuscript&#46; M&#46;G&#46;-R&#46; conducted the literature search&#46; F&#46;S&#46;-A&#46; participated in the statistical study&#46; C&#46;M&#46; and J&#46;L&#46; tested the application and wrote the preliminary version of the manuscript&#46; All authors discussed&#44; corrected and approved the final version of the manuscript&#46;</p></span><span id="sec0045" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0115">Funding</span><p id="par0115" class="elsevierStylePara elsevierViewall">This application is supported by Roche&#46; The funders had no role in study design&#44; data collection and analysis&#44; decision to publish&#44; or preparation of the manuscript&#46; The author&#40;s&#41; received no specific funding for this work&#46;</p></span><span id="sec0050" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0120">Conflict of interests</span><p id="par0120" class="elsevierStylePara elsevierViewall">The authors state that there are no competing financial interests&#46;</p></span></span>"
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        "resumen" => "<span id="abst0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0010">Introduction</span><p id="spar0005" class="elsevierStyleSimplePara elsevierViewall">Glucocorticoids are associated with serious side effects related to dosing and time of use&#46; Unfortunately&#44; there is no standard method for determining glucocorticoid exposure&#44; especially in patients undergoing long-term treatment&#46;</p></span> <span id="abst0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0015">Objective</span><p id="spar0010" class="elsevierStyleSimplePara elsevierViewall">The aim of this work was to create a free and easy-to-use web application to calculate&#44; in a systematic way&#44; the total cumulative dose of corticosteroids&#46;</p></span> <span id="abst0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0020">Methods</span><p id="spar0015" class="elsevierStyleSimplePara elsevierViewall">The total cumulative dose is calculated as the sum of all periods of treatment with different doses of corticosteroids&#44; and is expressed as the equivalent dose of prednisone in mg&#46; Glucocorticoid doses during periods in which the available information is missing or incomplete are estimated by systematic assumptions&#46;</p></span> <span id="abst0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0025">Results</span><p id="spar0020" class="elsevierStyleSimplePara elsevierViewall">A simulation exercise using standard patterns of steroid use in polymyalgia rheumatica&#44; and giant cell arteritis showed that even when the period of no information reached 50&#37; of the time&#44; the accuracy of the calculator had a mean absolute percentage error &#40;MAPE&#41;<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>7&#37;&#46;</p></span> <span id="abst0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0030">Conclusion</span><p id="spar0025" class="elsevierStyleSimplePara elsevierViewall">This tool simplifies and standardizes the glucocorticoids cumulative dose calculation&#44; thereby minimizing bias in the assessment of glucocorticoid cumulative dose&#46;</p></span>"
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        "resumen" => "<span id="abst0030" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0040">Introducci&#243;n</span><p id="spar0030" class="elsevierStyleSimplePara elsevierViewall">Los glucocorticoides se asocian con efectos secundarios graves&#44; relacionados con dosis y tiempo de uso&#46; Desafortunadamente&#44; no existe un m&#233;todo est&#225;ndar disponible para determinar el nivel de exposici&#243;n a glucocorticoides en tratamientos prolongados&#46;</p></span> <span id="abst0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0045">Objetivo</span><p id="spar0035" class="elsevierStyleSimplePara elsevierViewall">Crear una aplicaci&#243;n web gratuita y f&#225;cil de usar para calcular&#44; de forma sistematizada&#44; la dosis acumulada de glucocorticoides&#46;</p></span> <span id="abst0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0050">M&#233;todos</span><p id="spar0040" class="elsevierStyleSimplePara elsevierViewall">La dosis acumulada se calcula como la suma de todos los per&#237;odos de tratamiento con diferentes dosis&#44; y se expresa como la dosis equivalente de prednisona en mg&#46; La dosis durante los per&#237;odos en los que la informaci&#243;n no est&#225; disponible o est&#225; incompleta se estima mediante asunciones sistematizadas&#46;</p></span> <span id="abst0045" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0055">Resultados</span><p id="spar0045" class="elsevierStyleSimplePara elsevierViewall">Un ejercicio de simulaci&#243;n utilizando patrones est&#225;ndar de uso de esteroides en la polimialgia reum&#225;tica y la arteritis de c&#233;lulas gigantes demostr&#243; que&#44; incluso cuando el per&#237;odo de ausencia de informaci&#243;n alcanzaba el 50&#37; del tiempo&#44; la precisi&#243;n de la calculadora ten&#237;a un porcentaje de error medio absoluto &#40;MAPE&#41;<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>7&#37;&#46;</p></span> <span id="abst0050" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0060">Conclusi&#243;n</span><p id="spar0050" class="elsevierStyleSimplePara elsevierViewall">Esta herramienta simplifica y estandariza el c&#225;lculo de la dosis acumulativa de glucocorticoides&#44; minimizando el sesgo del c&#225;lculo&#46;</p></span>"
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          "en" => "<p id="spar0055" class="elsevierStyleSimplePara elsevierViewall">Schematic representation of different cases of treatments where the dose&#44; end date and start date of treatment are known&#44; or not&#46; Green color indicates known data and red color unknown data&#46;</p>"
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          "en" => "<p id="spar0060" class="elsevierStyleSimplePara elsevierViewall">Representation of two standard patterns of glucocorticoid tapering commonly used for the treatment of patients with polymyalgia rheumatica &#40;PMR&#41; and giant cell arteritis &#40;GCA&#41; which are used in the simulation exercise&#46;</p>"
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          "en" => "<p id="spar0065" class="elsevierStyleSimplePara elsevierViewall">Dot-plot showing the results of the calculator in a simulation exercise involving two standard one-year glucocorticoid tapering schemes&#58; one in PMR and the other in GCA&#46; In both schemes&#44; 1&#8211;4 non-overlapping periods of 45 days&#8217; duration&#44; as well as 1&#8211;3 non-overlapping periods of 60 days&#8217; duration&#44; were randomly eliminated&#44; and the total cumulative dose was assessed with the calculator for each situation&#46; The simulation exercise was repeated 20 times and the data are expressed as the mean absolute percentage error &#40;MAPE&#41; with respect to the total &#37; of time without information&#46;</p>"
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                    0 => array:2 [
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